---
title: Admin API
description: Comprehensive administrative endpoints for managing users, repos, quotas, storage
icon: i-carbon-security
---

# Admin API

Complete administrative control panel for KohakuHub. All endpoints require admin authentication.

---

## Authentication

**All admin endpoints require:**
```
X-Admin-Token: your_admin_secret_token
```

**Configuration:**
```bash
KOHAKU_HUB_ADMIN_TOKEN=your_secret_token
```

**Example:**
```bash
curl -H "X-Admin-Token: secret" \
  http://localhost:28080/admin/api/users
```

---

## Users

### List All Users

**Pattern:** `GET /admin/api/users`

**Query Parameters:**
- `search` (optional): Search by username or email
- `limit` (default: 100): Max users to return
- `offset` (default: 0): Pagination offset
- `include_orgs` (default: false): Include organizations

**Response:**
```json
{
  "users": [
    {
      "id": 1,
      "username": "alice",
      "email": "alice@example.com",
      "email_verified": true,
      "is_active": true,
      "is_org": false,
      "private_quota_bytes": 10737418240,
      "public_quota_bytes": 5368709120,
      "private_used_bytes": 1073741824,
      "public_used_bytes": 536870912,
      "created_at": "2025-01-01T00:00:00Z"
    }
  ],
  "limit": 100,
  "offset": 0,
  "search": null
}
```

---

### Get User Details

**Pattern:** `GET /admin/api/users/{username}`

**Response:**
```json
{
  "id": 1,
  "username": "alice",
  "email": "alice@example.com",
  "email_verified": true,
  "is_active": true,
  "is_org": false,
  "private_quota_bytes": 10737418240,
  "public_quota_bytes": 5368709120,
  "private_used_bytes": 1073741824,
  "public_used_bytes": 536870912,
  "created_at": "2025-01-01T00:00:00Z"
}
```

---

### Create User

**Pattern:** `POST /admin/api/users`

**Request Body:**
```json
{
  "username": "bob",
  "email": "bob@example.com",
  "password": "secure_password",
  "email_verified": false,
  "is_active": true,
  "private_quota_bytes": null,
  "public_quota_bytes": null
}
```

**Response:** Same as Get User Details

**Status Codes:**
- `200 OK` - User created
- `400 Bad Request` - Username or email already exists

---

### Delete User

**Pattern:** `DELETE /admin/api/users/{username}?force={true|false}`

**Query Parameters:**
- `force` (default: false): Delete even if user owns repositories

**Response:**
```json
{
  "message": "User deleted: bob",
  "deleted_repositories": [
    "model:bob/my-model",
    "dataset:bob/my-dataset"
  ]
}
```

**Without Force:**
```json
{
  "error": "User owns repositories",
  "message": "User owns 2 repository(ies). Use force=true to delete user and their repositories.",
  "owned_repositories": [
    "model:bob/my-model",
    "dataset:bob/my-dataset"
  ]
}
```

**Status Codes:**
- `200 OK` - User deleted
- `400 Bad Request` - User owns repositories (without force)
- `404 Not Found` - User not found

---

### Set Email Verification

**Pattern:** `PATCH /admin/api/users/{username}/email-verification?verified={true|false}`

**Query Parameters:**
- `verified`: Email verification status

**Response:**
```json
{
  "username": "alice",
  "email": "alice@example.com",
  "email_verified": true
}
```

---

### Update User Quota

**Pattern:** `PUT /admin/api/users/{username}/quota`

**Request Body:**
```json
{
  "private_quota_bytes": 10737418240,
  "public_quota_bytes": 5368709120
}
```

**Response:**
```json
{
  "username": "alice",
  "private_quota_bytes": 10737418240,
  "public_quota_bytes": 5368709120,
  "private_used_bytes": 1073741824,
  "public_used_bytes": 536870912
}
```

---

## Repositories

### List All Repositories

**Pattern:** `GET /admin/api/repositories`

**Query Parameters:**
- `search` (optional): Search by full_id or name
- `repo_type` (optional): Filter by type (model/dataset/space)
- `namespace` (optional): Filter by namespace
- `limit` (default: 100): Max repos to return
- `offset` (default: 0): Pagination offset

**Response:**
```json
{
  "repositories": [
    {
      "id": 1,
      "repo_type": "model",
      "namespace": "alice",
      "name": "my-model",
      "full_id": "alice/my-model",
      "private": false,
      "owner_id": 1,
      "owner_username": "alice",
      "created_at": "2025-01-01T00:00:00Z",
      "quota_bytes": null,
      "used_bytes": 536870912,
      "percentage_used": 50.0,
      "is_inheriting": true
    }
  ],
  "total": 150,
  "limit": 100,
  "offset": 0,
  "search": null
}
```

---

### Get Repository Details

**Pattern:** `GET /admin/api/repositories/{repo_type}/{namespace}/{name}`

**Response:**
```json
{
  "id": 1,
  "repo_type": "model",
  "namespace": "alice",
  "name": "my-model",
  "full_id": "alice/my-model",
  "private": false,
  "owner_id": 1,
  "owner_username": "alice",
  "created_at": "2025-01-01T00:00:00Z",
  "file_count": 15,
  "commit_count": 42,
  "total_size": 536870912,
  "quota_bytes": null,
  "used_bytes": 536870912,
  "percentage_used": 50.0,
  "is_inheriting": true
}
```

---

### Get Repository Files (Enhanced)

**Pattern:** `GET /admin/api/repositories/{repo_type}/{namespace}/{name}/files?ref=main`

**Query Parameters:**
- `ref` (default: "main"): Branch or commit reference

**Response:**
```json
{
  "files": [
    {
      "path": "model.safetensors",
      "size": 536870912,
      "checksum": "sha256:abc123...",
      "mtime": 1737360932,
      "is_lfs": true,
      "sha256": "abc123def456...",
      "version_count": 3
    },
    {
      "path": "config.json",
      "size": 512,
      "checksum": "abc123",
      "mtime": 1737360932,
      "is_lfs": false,
      "sha256": null,
      "version_count": 1
    }
  ],
  "ref": "main",
  "count": 2
}
```

**Enhanced Fields:**
- `version_count`: Number of versions tracked for this file path
- `is_lfs`: Whether file uses LFS (from database)
- `sha256`: LFS SHA256 (null for non-LFS files)

---

### Get Storage Breakdown

**Pattern:** `GET /admin/api/repositories/{repo_type}/{namespace}/{name}/storage-breakdown`

**Response:**
```json
{
  "regular_files_size": 10485760,
  "lfs_files_size": 526385152,
  "total_size": 536870912,
  "lfs_object_count": 15,
  "unique_lfs_objects": 10,
  "deduplication_savings": 175456051
}
```

**Fields:**
- `regular_files_size`: Total size of non-LFS files
- `lfs_files_size`: Total size of LFS files
- `lfs_object_count`: Number of LFS file records
- `unique_lfs_objects`: Unique LFS objects (by SHA256)
- `deduplication_savings`: Bytes saved by deduplication

---

### Recalculate All Repository Storage

**Pattern:** `POST /admin/api/repositories/recalculate-all`

**Query Parameters:**
- `repo_type` (optional): Filter by type
- `namespace` (optional): Filter by namespace

**Response:**
```json
{
  "total": 100,
  "success_count": 98,
  "failure_count": 2,
  "failures": [
    {
      "repo_id": "alice/broken",
      "error": "LakeFS error: repository not found"
    }
  ],
  "message": "Recalculated storage for 98/100 repositories"
}
```

**Use Case:** Fix storage usage after bulk operations or migrations

---

## Quota

### Get Quota Overview

**Pattern:** `GET /admin/api/quota/overview`

**Response:**
```json
{
  "users_over_quota": [
    {
      "username": "alice",
      "private_percentage": 105.2,
      "public_percentage": 95.0,
      "private_used": 11274289152,
      "private_quota": 10737418240,
      "public_used": 5100273459,
      "public_quota": 5368709120
    }
  ],
  "repos_over_quota": [
    {
      "full_id": "alice/huge-model",
      "repo_type": "model",
      "used_bytes": 2147483648,
      "quota_bytes": 1073741824,
      "percentage": 200.0
    }
  ],
  "top_consumers": [
    {
      "username": "alice",
      "is_org": false,
      "total_bytes": 16374562611
    }
  ],
  "system_storage": {
    "private_used": 107374182400,
    "public_used": 53687091200,
    "lfs_used": 161061273600,
    "total_used": 161061273600
  }
}
```

---

### Get Namespace Quota

**Pattern:** `GET /admin/api/quota/{namespace}?is_org={true|false}`

**Query Parameters:**
- `is_org` (default: false): Whether namespace is an organization

**Response:** Same as `/api/quota/{namespace}`

---

### Set Namespace Quota

**Pattern:** `PUT /admin/api/quota/{namespace}?is_org={true|false}`

**Request Body:**
```json
{
  "private_quota_bytes": 10737418240,
  "public_quota_bytes": 5368709120
}
```

**Response:** Updated quota info

---

### Recalculate Namespace Storage

**Pattern:** `POST /admin/api/quota/{namespace}/recalculate?is_org={true|false}`

**Response:**
```json
{
  "namespace": "alice",
  "is_organization": false,
  "recalculated": {
    "private_used": 1073741824,
    "public_used": 536870912
  },
  "quota_bytes": 10737418240,
  "used_bytes": 1610612736,
  "available_bytes": 9126805504,
  "percentage_used": 15.0
}
```

---

## Storage

### Debug S3 Configuration

**Pattern:** `GET /admin/api/storage/debug`

**Response:**
```json
{
  "endpoint": "http://minio:9000",
  "bucket": "hub-storage",
  "region": "us-east-1",
  "force_path_style": true,
  "bucket_accessible": true,
  "head_bucket_response": "...",
  "test_Standard": {
    "success": true,
    "response_keys": ["Contents", "KeyCount"],
    "key_count": 10,
    "contents_count": 10,
    "sample_keys": ["lfs/ab/cd/abc123", "..."]
  },
  "test_With_Delimiter": {
    "success": true,
    "...": "..."
  }
}
```

**Use Case:** Diagnose S3 connectivity issues

---

### List S3 Buckets

**Pattern:** `GET /admin/api/storage/buckets`

**Response:**
```json
{
  "buckets": [
    {
      "name": "hub-storage",
      "creation_date": "2025-01-01T00:00:00Z",
      "total_size": 107374182400,
      "object_count": 2500
    }
  ]
}
```

---

### List S3 Objects

**Pattern:** `GET /admin/api/storage/objects/{bucket}?prefix={prefix}&limit=1000`

**Alternative:** `GET /admin/api/storage/objects?prefix={prefix}&limit=1000`

**Query Parameters:**
- `bucket` (optional): Bucket name (empty = use configured bucket)
- `prefix` (optional): Key prefix filter
- `limit` (default: 1000): Max objects to return

**Response:**
```json
{
  "objects": [
    {
      "key": "lfs/ab/cd/abc123def",
      "full_key": "lfs/ab/cd/abc123def",
      "size": 536870912,
      "last_modified": "2025-01-20T10:15:32Z",
      "storage_class": "STANDARD"
    }
  ],
  "bucket": "hub-storage",
  "is_truncated": false,
  "key_count": 1
}
```

---

### Delete Single Object

**Pattern:** `DELETE /admin/api/storage/objects/{key:path}`

**Path Parameter:**
- `key`: Full S3 object key (URL-decoded automatically)

**Example:**
```bash
DELETE /admin/api/storage/objects/lfs/ab/cd/abc123def
```

**Response:**
```json
{
  "success": true,
  "message": "Object deleted: lfs/ab/cd/abc123def"
}
```

---

### Prepare Prefix Deletion

**Pattern:** `POST /admin/api/storage/prefix/prepare-delete?prefix={prefix}`

**Query Parameters:**
- `prefix`: S3 prefix to delete

**Purpose:** Generate confirmation token for safe deletion

**Response:**
```json
{
  "confirm_token": "temp_token_abc123",
  "prefix": "lfs/ab/",
  "estimated_objects": 42,
  "expires_in": 60
}
```

**Token expires in 60 seconds**

---

### Delete Prefix (Confirmed)

**Pattern:** `DELETE /admin/api/storage/prefix?prefix={prefix}&confirm_token={token}`

**Query Parameters:**
- `prefix`: S3 prefix to delete
- `confirm_token`: Token from prepare-delete endpoint

**Security:**
- Requires confirmation token from prepare step
- Token expires in 60 seconds
- Prefix must match token

**Response:**
```json
{
  "success": true,
  "deleted_count": 42,
  "prefix": "lfs/ab/"
}
```

**Status Codes:**
- `200 OK` - Objects deleted
- `400 Bad Request` - Invalid/expired token or prefix mismatch

---

## Database

### List Database Tables

**Pattern:** `GET /admin/api/database/tables`

**Response:**
```json
{
  "tables": [
    {
      "name": "user",
      "model": "User",
      "columns": [
        {
          "name": "id",
          "type": "INT",
          "null": false,
          "unique": true
        },
        {
          "name": "username",
          "type": "VARCHAR",
          "null": false,
          "unique": true
        }
      ],
      "column_count": 15
    }
  ]
}
```

---

### Get Query Templates

**Pattern:** `GET /admin/api/database/templates`

**Response:**
```json
{
  "templates": [
    {
      "name": "List all users",
      "sql": "SELECT id, username, email, created_at FROM user LIMIT 100",
      "description": "Get first 100 users"
    },
    {
      "name": "Count repositories by type",
      "sql": "SELECT repo_type, COUNT(*) as count FROM repository GROUP BY repo_type",
      "description": "Repository type distribution"
    }
  ]
}
```

---

### Execute SQL Query

**Pattern:** `POST /admin/api/database/query`

**Request Body:**
```json
{
  "sql": "SELECT username, email, created_at FROM user WHERE email_verified = 1 LIMIT 10"
}
```

**Security:**
- **Only SELECT queries allowed**
- Row limit: 1000 max
- Timeout: 10 seconds
- Validates against dangerous operations

**Response:**
```json
{
  "columns": ["username", "email", "created_at"],
  "rows": [
    {
      "username": "alice",
      "email": "alice@example.com",
      "created_at": "2025-01-01T00:00:00Z"
    }
  ],
  "count": 1,
  "column_count": 3,
  "truncated": false
}
```

**Status Codes:**
- `200 OK` - Query executed
- `400 Bad Request` - Invalid query or execution failed

**Invalid Queries:**
- Non-SELECT statements (INSERT, UPDATE, DELETE, DROP, etc.)
- Multiple statements (`;` separator)
- Dangerous functions (SLEEP, LOAD_FILE, etc.)

---

## Search

### Global Search

**Pattern:** `GET /admin/api/search?q={query}&types=users,repos,commits&limit=20`

**Query Parameters:**
- `q`: Search query string
- `types` (default: ["users", "repos", "commits"]): Types to search
- `limit` (default: 20): Max results per type

**Response:**
```json
{
  "query": "alice",
  "results": {
    "users": [
      {
        "id": 1,
        "username": "alice",
        "email": "alice@example.com",
        "email_verified": true,
        "is_active": true
      }
    ],
    "repositories": [
      {
        "id": 1,
        "full_id": "alice/my-model",
        "repo_type": "model",
        "namespace": "alice",
        "name": "my-model",
        "private": false,
        "owner_username": "alice"
      }
    ],
    "commits": [
      {
        "id": 1,
        "commit_id": "abc123def",
        "message": "Initial commit",
        "username": "alice",
        "repo_full_id": "alice/my-model",
        "repo_type": "model",
        "branch": "main",
        "created_at": "2025-01-01T00:00:00Z"
      }
    ]
  },
  "result_counts": {
    "users": 1,
    "repositories": 1,
    "commits": 1
  }
}
```

---

## Statistics

### Basic Stats

**Pattern:** `GET /admin/api/stats`

**Response:**
```json
{
  "users": 150,
  "organizations": 25,
  "repositories": {
    "total": 500,
    "private": 200,
    "public": 300
  }
}
```

---

### Detailed Stats

**Pattern:** `GET /admin/api/stats/detailed`

**Response:**
```json
{
  "users": {
    "total": 150,
    "active": 145,
    "verified": 140,
    "inactive": 5
  },
  "organizations": {
    "total": 25
  },
  "repositories": {
    "total": 500,
    "private": 200,
    "public": 300,
    "by_type": {
      "model": 350,
      "dataset": 100,
      "space": 50
    }
  },
  "commits": {
    "total": 5000,
    "top_contributors": [
      {
        "username": "alice",
        "commit_count": 500
      }
    ]
  },
  "lfs": {
    "total_objects": 2500,
    "total_size": 107374182400
  },
  "storage": {
    "private_used": 53687091200,
    "public_used": 26843545600,
    "total_used": 80530636800
  }
}
```

---

### Time-Series Stats

**Pattern:** `GET /admin/api/stats/timeseries?days=30`

**Query Parameters:**
- `days` (default: 30, max: 365): Number of days to include

**Response:**
```json
{
  "repositories_by_day": {
    "2025-01-01": {
      "model": 5,
      "dataset": 2,
      "space": 1
    },
    "2025-01-02": {
      "model": 3,
      "dataset": 1,
      "space": 0
    }
  },
  "commits_by_day": {
    "2025-01-01": 15,
    "2025-01-02": 23
  },
  "users_by_day": {
    "2025-01-01": 2,
    "2025-01-02": 3
  }
}
```

**Use Case:** Generate charts and trends

---

### Top Repositories

**Pattern:** `GET /admin/api/stats/top-repos?limit=10&by=commits`

**Query Parameters:**
- `limit` (default: 10, max: 100): Number of repos
- `by`: Sort by `commits` or `size`

**Response:**
```json
{
  "top_repositories": [
    {
      "repo_full_id": "alice/popular-model",
      "repo_type": "model",
      "commit_count": 250,
      "private": false
    }
  ],
  "sorted_by": "commits"
}
```

---

## Fallback Sources

### List Fallback Sources

**Pattern:** `GET /admin/api/fallback-sources?namespace={namespace}&enabled={true|false}`

**Query Parameters:**
- `namespace` (optional): Filter by namespace
- `enabled` (optional): Filter by enabled status

**Response:**
```json
[
  {
    "id": 1,
    "namespace": "",
    "url": "https://huggingface.co",
    "token": "hf_xxx",
    "priority": 100,
    "name": "HuggingFace",
    "source_type": "huggingface",
    "enabled": true,
    "created_at": "2025-01-01T00:00:00Z",
    "updated_at": "2025-01-01T00:00:00Z"
  }
]
```

---

### Get Fallback Source

**Pattern:** `GET /admin/api/fallback-sources/{source_id}`

**Response:** Single fallback source object

**Status Codes:**
- `200 OK` - Source found
- `404 Not Found` - Source not found

---

### Create Fallback Source

**Pattern:** `POST /admin/api/fallback-sources`

**Request Body:**
```json
{
  "namespace": "",
  "url": "https://huggingface.co",
  "token": "hf_xxx",
  "priority": 100,
  "name": "HuggingFace",
  "source_type": "huggingface",
  "enabled": true
}
```

**Fields:**
- `namespace`: Empty string for global, or user/org name for namespace-specific
- `source_type`: Must be `"huggingface"` or `"kohakuhub"`
- `priority`: Higher = checked first (default: 100)

**Response:** Created source object

**Status Codes:**
- `200 OK` - Created
- `400 Bad Request` - Invalid source_type

---

### Update Fallback Source

**Pattern:** `PUT /admin/api/fallback-sources/{source_id}`

**Request Body:** (all fields optional)
```json
{
  "url": "https://huggingface.co",
  "token": "new_token",
  "priority": 50,
  "name": "HF Mirror",
  "source_type": "huggingface",
  "enabled": false
}
```

**Side Effect:** Clears fallback cache after update

**Response:** Updated source object

---

### Delete Fallback Source

**Pattern:** `DELETE /admin/api/fallback-sources/{source_id}`

**Side Effect:** Clears fallback cache after deletion

**Response:**
```json
{
  "success": true,
  "message": "Fallback source HuggingFace deleted"
}
```

---

### Get Cache Stats

**Pattern:** `GET /admin/api/fallback-sources/cache/stats`

**Response:**
```json
{
  "size": 42,
  "maxsize": 1000,
  "ttl_seconds": 3600,
  "usage_percent": 4.2
}
```

---

### Clear Cache

**Pattern:** `DELETE /admin/api/fallback-sources/cache/clear`

**Response:**
```json
{
  "success": true,
  "message": "Cache cleared (42 entries removed)",
  "old_size": 42
}
```

---

## Invitations

### Create Registration Invitation

**Pattern:** `POST /admin/api/invitations/register`

**Request Body:**
```json
{
  "org_id": null,
  "role": "member",
  "max_usage": -1,
  "expires_days": 30
}
```

**Fields:**
- `org_id`: Organization to join (null = no org)
- `role`: Role in organization (if org_id provided)
- `max_usage`:
  - `null`: One-time use
  - `-1`: Unlimited uses
  - `N`: Max N uses
- `expires_days`: Days until expiration

**Response:**
```json
{
  "success": true,
  "token": "invitation_token_abc123",
  "invitation_link": "http://localhost:28080/register?invitation=invitation_token_abc123",
  "expires_at": "2025-01-31T00:00:00Z",
  "max_usage": -1,
  "is_reusable": true,
  "action": "register_account"
}
```

---

### List All Invitations

**Pattern:** `GET /admin/api/invitations?action={action}&limit=100&offset=0`

**Query Parameters:**
- `action` (optional): Filter by type (`join_org`, `register_account`)
- `limit` (default: 100): Max invitations
- `offset` (default: 0): Pagination offset

**Response:**
```json
{
  "invitations": [
    {
      "id": 1,
      "token": "token123",
      "action": "join_org",
      "org_id": 1,
      "org_name": "my-org",
      "role": "member",
      "email": "alice@example.com",
      "created_by_id": 1,
      "creator_username": "bob",
      "created_at": "2025-01-01T00:00:00Z",
      "expires_at": "2025-01-08T00:00:00Z",
      "max_usage": null,
      "usage_count": 0,
      "is_reusable": false,
      "is_available": true,
      "error_message": null,
      "used_at": null,
      "used_by_id": null,
      "used_by_username": null
    }
  ],
  "limit": 100,
  "offset": 0
}
```

---

### Delete Invitation

**Pattern:** `DELETE /admin/api/invitations/{token}`

**Response:**
```json
{
  "success": true,
  "message": "Invitation deleted successfully"
}
```

---

## Commits

### List Commits with Filters

**Pattern:** `GET /admin/api/commits?repo_full_id={repo_id}&username={username}&limit=100&offset=0`

**Query Parameters:**
- `repo_full_id` (optional): Filter by repository
- `username` (optional): Filter by author
- `limit` (default: 100): Max commits
- `offset` (default: 0): Pagination offset

**Response:**
```json
{
  "commits": [
    {
      "id": 1,
      "commit_id": "abc123def456",
      "repo_full_id": "alice/my-model",
      "repo_type": "model",
      "branch": "main",
      "user_id": 1,
      "username": "alice",
      "message": "Update model",
      "description": "Improved accuracy",
      "created_at": "2025-01-20T10:15:32Z"
    }
  ],
  "limit": 100,
  "offset": 0
}
```

---

## Usage Examples

### Monitor Quota Usage

```python
import requests

ADMIN_TOKEN = "your_admin_token"
ADMIN_HEADERS = {"X-Admin-Token": ADMIN_TOKEN}
API_BASE = "http://localhost:28080/admin/api"

# Get quota overview
overview = requests.get(
    f"{API_BASE}/quota/overview",
    headers=ADMIN_HEADERS
).json()

# Alert for users over quota
for user in overview["users_over_quota"]:
    print(f"⚠️  {user['username']}: {user['private_percentage']}% used")

# Check top consumers
for consumer in overview["top_consumers"][:5]:
    print(f"Top: {consumer['username']} - {consumer['total_bytes']:,} bytes")
```

---

### Bulk Operations

```python
# Recalculate all model storage
recalc_resp = requests.post(
    f"{API_BASE}/repositories/recalculate-all?repo_type=model",
    headers=ADMIN_HEADERS
)

result = recalc_resp.json()
print(f"Success: {result['success_count']}/{result['total']}")

if result['failure_count'] > 0:
    print("Failures:")
    for fail in result['failures']:
        print(f"  {fail['repo_id']}: {fail['error']}")
```

---

### Search System

```python
# Search for user
search_resp = requests.get(
    f"{API_BASE}/search?q=alice&types=users,repos&limit=50",
    headers=ADMIN_HEADERS
)

results = search_resp.json()
print(f"Users: {results['result_counts']['users']}")
print(f"Repos: {results['result_counts']['repositories']}")
```

---

### Manage S3 Storage

```python
# List objects in lfs/ prefix
objects_resp = requests.get(
    f"{API_BASE}/storage/objects?prefix=lfs/ab/&limit=1000",
    headers=ADMIN_HEADERS
)

objects = objects_resp.json()["objects"]
print(f"Found {len(objects)} LFS objects")

# Delete old prefix (safe with confirmation)
prepare_resp = requests.post(
    f"{API_BASE}/storage/prefix/prepare-delete?prefix=old_folder/",
    headers=ADMIN_HEADERS
)

prep_data = prepare_resp.json()
print(f"Will delete {prep_data['estimated_objects']} objects")
print(f"Confirm token: {prep_data['confirm_token']}")

# Confirm deletion within 60 seconds
delete_resp = requests.delete(
    f"{API_BASE}/storage/prefix?prefix=old_folder/&confirm_token={prep_data['confirm_token']}",
    headers=ADMIN_HEADERS
)

print(f"Deleted {delete_resp.json()['deleted_count']} objects")
```

---

### Database Queries

```python
# Get active users
query_resp = requests.post(
    f"{API_BASE}/database/query",
    json={"sql": "SELECT username, email FROM user WHERE is_active = 1 LIMIT 100"},
    headers=ADMIN_HEADERS
)

data = query_resp.json()
print(f"Active users: {data['count']}")
for row in data["rows"]:
    print(f"  {row['username']}: {row['email']}")
```

---

## Security Best Practices

**For Admin Token:**
- Generate strong random token: `openssl rand -hex 32`
- Never commit to version control
- Rotate periodically
- Restrict network access to admin endpoints

**For Operations:**
- Always use confirmation tokens for destructive operations
- Test queries with LIMIT first
- Backup database before bulk changes
- Monitor storage before deletions

**Production Setup:**
- Restrict admin endpoints by IP (nginx)
- Use HTTPS only
- Enable audit logging
- Set up alerting for admin actions

---

## Next Steps

- [Quota API](./quota.md) - User quota management
- [Repositories API](./repositories.md) - Repository management
- [Statistics API](./stats.md) - System statistics