# Data Platform Migration Guide

**Date**: 2025-01-27
**Purpose**: Guide for migrating projects to data platform
**Status**: Complete

---

## Overview

This guide provides instructions for migrating projects to use the centralized data platform (MinIO/S3).

---

## Prerequisites

- MinIO deployed and configured
- Buckets created
- Access credentials configured
- Data catalog set up (optional)

---

## Migration Steps

### Step 1: Install S3 Client

```bash
pnpm add @aws-sdk/client-s3
```

### Step 2: Configure S3 Client

```typescript
import { S3Client } from '@aws-sdk/client-s3';

const s3Client = new S3Client({
  endpoint: process.env.MINIO_ENDPOINT || 'http://minio:9000',
  region: 'us-east-1',
  credentials: {
    accessKeyId: process.env.MINIO_ACCESS_KEY || 'minioadmin',
    secretAccessKey: process.env.MINIO_SECRET_KEY || 'minioadmin',
  },
  forcePathStyle: true, // Required for MinIO
});
```

### Step 3: Upload Data

```typescript
import { PutObjectCommand } from '@aws-sdk/client-s3';

async function uploadData(bucket: string, key: string, data: Buffer) {
  const command = new PutObjectCommand({
    Bucket: bucket,
    Key: key,
    Body: data,
    ContentType: 'application/json',
  });

  await s3Client.send(command);
}
```

### Step 4: Download Data

```typescript
import { GetObjectCommand } from '@aws-sdk/client-s3';

async function downloadData(bucket: string, key: string): Promise<Buffer> {
  const command = new GetObjectCommand({
    Bucket: bucket,
    Key: key,
  });

  const response = await s3Client.send(command);
  const chunks: Uint8Array[] = [];

  for await (const chunk of response.Body as any) {
    chunks.push(chunk);
  }

  return Buffer.concat(chunks);
}
```

### Step 5: List Objects

```typescript
import { ListObjectsV2Command } from '@aws-sdk/client-s3';

async function listObjects(bucket: string, prefix?: string) {
  const command = new ListObjectsV2Command({
    Bucket: bucket,
    Prefix: prefix,
  });

  const response = await s3Client.send(command);
  return response.Contents || [];
}
```

### Step 6: Register in Data Catalog

```typescript
async function registerDataset(metadata: DatasetMetadata) {
  // Register in data catalog
  await fetch('/api/catalog/datasets', {
    method: 'POST',
    headers: {
      'Content-Type': 'application/json',
    },
    body: JSON.stringify(metadata),
  });
}
```

---

## Best Practices

### Bucket Organization
- Use consistent naming: `{project}-{environment}-{type}`
- Examples: `analytics-prod-events`, `user-data-dev-profiles`

### Data Formats
- Use Parquet for analytics data
- Use JSON for configuration data
- Use CSV for simple data exports

### Access Control
- Use bucket policies
- Implement IAM-like permissions
- Encrypt sensitive data

### Data Catalog
- Register all datasets
- Include metadata
- Tag appropriately

---

## Migration Checklist

- [ ] Install S3 client
- [ ] Configure S3 client
- [ ] Create buckets
- [ ] Set up access credentials
- [ ] Migrate data
- [ ] Update code to use S3
- [ ] Register in data catalog
- [ ] Test data access
- [ ] Update documentation
- [ ] Set up monitoring

---

**Last Updated**: 2025-01-27