> ## Documentation Index
> Fetch the complete documentation index at: https://vietbui.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# API Design Patterns

> Reference for REST API design decisions. Covers resource naming, HTTP semantics, request/response conventions, errors, versioning, pagination, and long-runni…

# API Design Patterns

Reference for REST API design decisions. Covers resource naming, HTTP semantics, request/response conventions, errors, versioning, pagination, and long-running work. Drawn primarily from Google's API Design Guide (AIP series) and Google Cloud's RESTful best practices.

## Agent Trigger

**Apply when:** Designing or reviewing HTTP/REST endpoints, URL structure, error responses, versioning, or pagination.
**Rule of thumb:** Resource-oriented URLs, correct HTTP semantics, structured error bodies, idempotency keys on writes.

***

## Resource Naming

**Intent**: URLs identify nouns (resources), not verbs or actions. The URL is a stable address; behavior comes from the HTTP method.

**Rules:**

* Use plural nouns for collections: `/users`, `/orders`, `/books`
* Hierarchy via path segments: `/users/{userId}/orders/{orderId}`
* Collection IDs: plural, lowerCamelCase — `users`, `bookReviews`
* Resource IDs: server-assigned unless the client explicitly provides one at creation
* Avoid encoding verbs in the URL (`/getUser`, `/createOrder`)

**Hierarchy example:**

```
/projects/{project}/locations/{location}/instances/{instance}
```

**Custom actions** (when standard CRUD doesn't fit): use a colon suffix on the resource — `POST /orders/{id}:cancel`, `POST /documents/{id}:publish`. This is the AIP-136 pattern; it keeps the verb out of the base URL while signaling non-standard behavior.

**Anti-patterns:**

* Verb in URL: `POST /createUser` → use `POST /users`
* Flat namespace when hierarchy exists: `/userOrders` → `/users/{id}/orders`
* Inconsistent plurality: mixing `/user` and `/orders`

***

## HTTP Method Semantics

| Method | Intent                                  | Idempotent | Safe |
| ------ | --------------------------------------- | ---------- | ---- |
| GET    | Read resource or collection             | Yes        | Yes  |
| POST   | Create resource; non-idempotent actions | No         | No   |
| PUT    | Full replacement of resource            | Yes        | No   |
| PATCH  | Partial update (field mask)             | Yes\*      | No   |
| DELETE | Remove resource                         | Yes        | No   |

\*PATCH is idempotent only when you use field masks (same mask + same values = same result).

**GET**: must have no side effects. Never use GET to trigger state changes.

**POST**: use for creation (`POST /users`) and for custom actions that don't fit standard methods (`POST /jobs/{id}:cancel`).

**PUT vs PATCH**: prefer PATCH with a field mask for updates. Reserve PUT for full replacement (rare — clients must send the complete resource or risk losing fields they didn't include).

**DELETE**: should be idempotent — deleting an already-deleted resource should return 404 (or 200 with a tombstone for soft delete), not error. If deletion is async, return a long-running operation, not 200.

***

## Request/Response Design

### Field naming

* **JSON APIs**: `snake_case` is common (Python ecosystem, many REST APIs); Google's guide uses `lowerCamelCase` for JSON field names (Protobuf JSON mapping). Pick one and be consistent across all endpoints.
* Standard field names to reuse (AIP-148):
  * `name` — resource's full resource name
  * `display_name` — human-readable label
  * `create_time`, `update_time` — RFC 3339 timestamps
  * `labels` — user-defined key/value metadata map
  * `etag` — for optimistic concurrency
  * `page_token`, `next_page_token` — for pagination

### Partial responses (field masks)

When clients only need a subset of fields, accept a `fields` query param or a `read_mask` body field:

```
GET /users/123?fields=name,email,createdAt
```

Server returns only those fields. Reduces payload; avoids over-fetching. AIP-157.

For updates, use `update_mask` to specify which fields to change — everything else is untouched:

```json theme={null}
PATCH /users/123
{
  "display_name": "Alice",
  "update_mask": "display_name"
}
```

Field masks are dot-notation paths: `"address.city"` updates only the nested city field.

### Output vs input fields

Mark server-computed fields clearly in docs (AIP-203): `create_time`, `uid`, `etag` are output-only. Clients must not send them on create/update; servers must ignore them if present.

***

## Error Response Shape

**Intent**: errors must be machine-parseable and human-readable without leaking internals.

**HTTP status code selection:**

| Code | When                                                     |
| ---- | -------------------------------------------------------- |
| 400  | Bad request — invalid input, missing required field      |
| 401  | Unauthenticated — no valid credentials                   |
| 403  | Unauthorized — authenticated but not permitted           |
| 404  | Resource not found                                       |
| 409  | Conflict — concurrent write clash, duplicate create      |
| 422  | Unprocessable — input parseable but semantically invalid |
| 429  | Rate limited                                             |
| 500  | Internal server error                                    |
| 503  | Service unavailable / overloaded                         |

**Never return 200 with an error body.** A 200 means the operation succeeded. Clients parse status first.

**Structured error body (AIP-193):**

```json theme={null}
{
  "error": {
    "code": 404,
    "status": "NOT_FOUND",
    "message": "User 'users/456' not found.",
    "details": [
      {
        "@type": "type.googleapis.com/google.rpc.BadRequest",
        "field_violations": [
          { "field": "email", "description": "Must be a valid email address." }
        ]
      }
    ]
  }
}
```

Fields:

* `code` — HTTP status integer
* `status` — canonical error name (string enum: `NOT_FOUND`, `INVALID_ARGUMENT`, `ALREADY_EXISTS`, etc.)
* `message` — human-readable, actionable, no stack traces or internal IDs
* `details` — typed error extensions (field violations, retry info, quota info)

**Anti-patterns:**

* Returning stack traces in `message`
* Using `error: "something went wrong"` with no detail
* Returning 500 for all errors, including client errors
* Inconsistent shapes across endpoints

See [Error Handling Patterns](/patterns/error-handling) for language-level error handling patterns.

***

## Versioning Strategies

**Two main approaches:**

### URL versioning

```
/v1/users
/v2/users
```

Pros: explicit, easy to route, cacheable, visible in logs.
Cons: duplication when only some resources change; clients must update all base URLs.

**Google's recommendation**: major version in URL path (`/v1/`). Minor changes are additive and non-breaking — no version bump needed.

### Header versioning

```
Accept: application/vnd.api+json;version=2
API-Version: 2024-01-01
```

Pros: URL stays clean; date-based versioning avoids ambiguous "what's in v2".
Cons: harder to test (can't paste URL into browser), not cache-friendly, harder to route at the proxy layer.

**Tradeoff summary:**

* Greenfield public API, wide audience → URL versioning (simpler for consumers)
* Internal API or tight client control → header versioning viable
* Date-based header versioning (Stripe pattern) works well when you want a continuous changelog rather than discrete versions

**Breaking vs non-breaking changes (AIP-180):**

Non-breaking (no version bump needed):

* Adding a new field to a response
* Adding a new optional request parameter
* Adding a new enum value (with caution — clients must handle unknown values)
* Adding a new resource or method

Breaking (require version bump):

* Renaming or removing a field
* Changing a field's type
* Changing URL structure
* Changing error codes or error shape
* Removing an endpoint

***

## Pagination

### Cursor-based (preferred)

```json theme={null}
GET /users?page_token=<opaque_cursor>&page_size=50

{
  "users": [...],
  "next_page_token": "abc123",
  "total_size": 1200
}
```

* `next_page_token` is opaque to the client (server encodes position internally)
* Absent or empty `next_page_token` means last page
* Stable across concurrent writes — cursor points to a position, not an offset
* Required for real-time or high-churn datasets

### Offset-based

```
GET /users?offset=100&limit=50
```

* Simple to implement and reason about
* Breaks on concurrent inserts/deletes (items can appear twice or be skipped)
* Acceptable for static or low-churn data; avoid for feeds or event streams

**Response envelope shape** (AIP-158):

* Collection field named after the resource: `"users": [...]` not `"data": [...]`
* `next_page_token` for continuation
* Optional `total_size` (integer) when cheap to compute — omit if it requires a COUNT(\*) that kills performance

**Anti-patterns:**

* Returning all results with no pagination on unbounded collections
* Using page numbers (`page=3`) — fragile under insertion
* `data` as the collection key — not self-documenting

***

## Idempotency Keys

**Intent**: allow clients to safely retry POST (create) requests without creating duplicate resources.

**Pattern:**

```
POST /orders
Idempotency-Key: 550e8400-e29b-41d4-a716-446655440000

{ "item": "book", "quantity": 1 }
```

Server behavior:

1. Check if key was seen before.
2. If yes: return the original response (same status + body), do not re-execute.
3. If no: execute and store result keyed by idempotency key.
4. Key expiry: typically 24h–7d.

**Design rules:**

* Key is client-generated (UUID recommended)
* Scope key to the authenticated user to prevent cross-user replay
* Return `409 Conflict` if the same key is used with a different request body
* Store results durably (DB, not in-memory cache)

**When required**: any POST that creates a resource or triggers a side effect (payment, email send, job dispatch). See [Distributed Systems](/systems/distributed-systems) for idempotency in distributed contexts.

***

## Long-Running Operations

When an operation cannot complete within a single HTTP round-trip (\~30s), choose a strategy:

### Polling (LRO pattern — AIP-151)

```
POST /exports → 202 Accepted
{
  "name": "operations/export-abc123",
  "done": false
}

GET /operations/export-abc123 → 200
{
  "name": "operations/export-abc123",
  "done": true,
  "response": { ... }
}
```

* Initial POST returns an operation resource immediately
* Client polls `GET /operations/{id}` until `done: true`
* On failure: `done: true` + `error` field instead of `response`
* Include `metadata` for progress info (percent complete, ETA)
* Support `DELETE /operations/{id}` to cancel (`:cancel` custom method preferred per AIP-136)

### Webhooks / callbacks

* Client registers a callback URL at subscription time
* Server POSTs result to the URL when done
* Requires the client to have a publicly reachable endpoint
* Better for fire-and-forget; worse for request/response flow

### Server-sent events / streaming

* Client holds an HTTP connection open; server pushes events as they arrive
* Best for real-time feeds (logs, metrics, chat)
* Not suitable for one-off async operations

**Guidance**: default to polling LRO for async operations. Add webhooks only when clients have a documented need for push notifications.

***

## API Design Anti-Patterns

| Anti-pattern                          | Problem                                                                         | Fix                                                                                           |
| ------------------------------------- | ------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------- |
| Chatty API                            | Multiple round-trips for one logical operation; battery/latency drain on mobile | Offer composite "experience" endpoints for common workflows; or batch endpoints               |
| Verb in URL                           | `/getUser`, `/deleteOrder`                                                      | Use noun URL + correct HTTP method                                                            |
| 200 on error                          | Clients must parse body to detect failure; breaks standard tooling              | Return the correct 4xx/5xx status                                                             |
| Breaking changes without version bump | Existing clients silently break                                                 | Treat field removal/rename as breaking; bump major version or add new field alongside old one |
| Flat response with cryptic keys       | `{"id-a": {"data": [...]}}` — human-unreadable                                  | Named fields that match the resource: `{"orders": [...]}`                                     |
| Unbounded collections                 | `GET /events` returns 10M records                                               | Always paginate; enforce `max_page_size` server-side                                          |
| Inconsistent naming                   | Mix of `snake_case`/`camelCase`/`PascalCase` across endpoints                   | Enforce one convention via linter or schema                                                   |
| Inside-out design                     | API shape mirrors internal DB schema, not consumer workflows                    | Design from consumer use cases outward                                                        |

***

## Cross-References

* [Error Handling Patterns](/patterns/error-handling) — language-level error propagation and wrapping
* [Software Design Principles](/patterns/principles) — SRP (single endpoint responsibility), ISP (client-specific interfaces)
* [Distributed Systems](/systems/distributed-systems) — idempotency, consistency guarantees, retry semantics
* [System Design Process](/systems/system-design-process) — where API design fits in the overall system design flow

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const ADJ=new Map(NODES.map(function(n){return [n.id,new Set()];}));
LINKS.forEach(function(l){var s=lid(l.source),t=lid(l.target);if(ADJ.has(s)&&ADJ.has(t)){ADJ.get(s).add(t);ADJ.get(t).add(s);}});
var opt={ns:1.8,lw:0.6,ts:3.5,to:0.75,dp:2,ar:false};
function visible(){
if(!CUR)return {nodes:NODES,links:LINKS};
var dist=new Map([[CUR,0]]),fr=[CUR];
for(var d=1;d<=opt.dp;d++){var nx=[];fr.forEach(function(u){(ADJ.get(u)||[]).forEach(function(v){if(!dist.has(v)){dist.set(v,d);nx.push(v);}});});fr=nx;}
var keep=new Set(dist.keys());
return {nodes:NODES.filter(function(n){return keep.has(n.id);}),links:LINKS.filter(function(l){return keep.has(lid(l.source))&&keep.has(lid(l.target));})};
}
var el=document.getElementById('g');
var G=ForceGraph()(el).backgroundColor('#0f1117').nodeId('id')
.warmupTicks(24).cooldownTicks(70).autoPauseRedraw(true)
.nodeColor(function(n){return C[n.group]||'#9CA3AF';}).nodeLabel('label').nodeVal(function(n){return n.val;})
.linkColor(function(){return 'rgba(255,255,255,0.12)';})
.nodeRelSize(opt.ns).linkWidth(opt.lw)
.linkDirectionalArrowLength(0).linkDirectionalArrowRelPos(1).linkDirectionalArrowColor(function(){return 'rgba(255,255,255,0.4)';})
.nodeCanvasObjectMode(function(){return 'after';})
.nodeCanvasObject(function(n,ctx,scale){var r=opt.ns*Math.sqrt(n.val||1);
if(n.id===CUR){ctx.beginPath();ctx.arc(n.x,n.y,r+1.6,0,6.283);ctx.strokeStyle='#fff';ctx.lineWidth=1.2/scale;ctx.stroke();}
if(opt.to>0&&opt.ts>0){var t=n.label.length>28?n.label.slice(0,26)+'…':n.label;ctx.globalAlpha=opt.to;ctx.font=((n.id===CUR?opt.ts+1:opt.ts))+'px ui-sans-serif,sans-serif';ctx.fillStyle=(n.id===CUR)?'#ffffff':'#aab0c0';ctx.textAlign='center';ctx.textBaseline='top';ctx.fillText(t,n.x,n.y+r+1.5);ctx.globalAlpha=1;}})
.onNodeClick(function(n){if(window.top){window.top.location.href='/'+n.id;}});
G.graphData(visible());G.d3VelocityDecay(0.4);
function fit(){G.zoomToFit(400,20);}
setTimeout(fit,350);setTimeout(fit,1100);
// Stop the render/sim loop while idle so the fixed widget never repaints during
// parent-page scroll; resume only while the pointer is over the widget.
var pt;function pause(){G.pauseAnimation();}function resume(){G.resumeAnimation();}
function idle(ms){clearTimeout(pt);pt=setTimeout(pause,ms);}
document.body.addEventListener('pointerenter',function(){clearTimeout(pt);resume();});
document.body.addEventListener('pointerleave',function(){idle(250);});
addEventListener('resize',function(){resume();G.zoomToFit(0,20);idle(700);});
idle(2000);
function apply(re){resume();G.nodeRelSize(opt.ns).linkWidth(opt.lw).linkDirectionalArrowLength(opt.ar?2.6:0);if(re){G.graphData(visible());setTimeout(fit,450);}idle(re?2200:1400);}
function bind(id,key,fmt,re){var e=document.getElementById(id),o=document.getElementById('v'+id);e.value=opt[key];if(o)o.textContent=fmt(opt[key]);e.addEventListener('input',function(){opt[key]=parseFloat(e.value);if(o)o.textContent=fmt(opt[key]);apply(re);});}
bind('ns','ns',function(v){return v.toFixed(1);},false);
bind('lw','lw',function(v){return v.toFixed(1);},false);
bind('ts','ts',function(v){return v.toFixed(1);},false);
bind('to','to',function(v){return v.toFixed(2);},false);
var dE=document.getElementById('dp'),dO=document.getElementById('vd');dE.max=MAXD;dE.value=opt.dp;dO.textContent=opt.dp;dE.addEventListener('input',function(){opt.dp=parseInt(dE.value,10);dO.textContent=opt.dp;apply(true);});
if(!CUR)document.getElementById('depthRow').style.display='none';
var aE=document.getElementById('ar');aE.checked=opt.ar;aE.addEventListener('change',function(){opt.ar=aE.checked;apply(false);});
document.getElementById('gear').addEventListener('click',function(){document.getElementById('panel').classList.toggle('open');});
var hd=document.getElementById('hd');hd.textContent='⠿  '+(CUR?'Local graph':'Knowledge graph');
// free-form placement: drag by the header. Default is bottom-right (inline style);
// a moved position is saved per parent-origin and restored on every page.
function clampPos(fe,l,t){var TW=(window.top||window),r=fe.getBoundingClientRect();return [Math.min(Math.max(0,l),Math.max(0,TW.innerWidth-r.width)),Math.min(Math.max(0,t),Math.max(0,TW.innerHeight-r.height))];}
function place(fe,l,t){var p=clampPos(fe,l,t);fe.style.left=p[0]+'px';fe.style.top=p[1]+'px';fe.style.right='auto';fe.style.bottom='auto';}
try{var sp=JSON.parse(localStorage.getItem('llmwiki_graph_pos'));if(sp&&window.frameElement)place(window.frameElement,sp.l,sp.t);}catch(e){if(window.console)console.debug('graph: saved position unavailable',e);}
hd.addEventListener('pointerdown',function(e){var fe=window.frameElement;if(!fe)return;var rect=fe.getBoundingClientRect();var sx=e.screenX,sy=e.screenY,L=rect.left,T=rect.top;place(fe,L,T);hd.setPointerCapture(e.pointerId);
function mv(ev){place(fe,L+ev.screenX-sx,T+ev.screenY-sy);}
function up(){if(hd.hasPointerCapture(e.pointerId))hd.releasePointerCapture(e.pointerId);hd.removeEventListener('pointermove',mv);hd.removeEventListener('pointerup',up);try{localStorage.setItem('llmwiki_graph_pos',JSON.stringify({l:parseFloat(fe.style.left),t:parseFloat(fe.style.top)}));}catch(e2){if(window.console)console.debug('graph: could not persist position',e2);}}
hd.addEventListener('pointermove',mv);hd.addEventListener('pointerup',up);e.preventDefault();});
</script></body></html>"
  title="Knowledge graph"
  loading="lazy"
  style={{position:"fixed",right:"18px",bottom:"18px",width:"320px",height:"340px",border:0,borderRadius:"14px",boxShadow:"0 6px 28px rgba(0,0,0,0.38)",zIndex:50,background:"#0f1117"}}
/>
