params.put("Client IP", e.getClientIp());
            params.put("Referer", e.getReferer());
            params.put("Languages", e.getLanguages());
            params.put("Virtual Host", e.getVirtualHost());
            params.put("Roles", e.getRoles() != null ? String.join(" ", e.getRoles()) : StringUtil.EMPTY);
            params.put("User Agent", e.getUserAgent());

API, I would highly recommend **FastAPI**. It is **beautifully designed**, **simple to use** and **highly scalable**, it has become a **key component** in our API first development strategy and is driving many automations and services such as our Virtual TAC Engineer._"

<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/" target="_blank"><small...

          },
          "expr": "process_virtual_memory_bytes{app=\"istiod\"}",
          "format": "time_series",
          "instant": false,
          "intervalFactor": 2,
          "legendFormat": "Virtual Memory",
          "refId": "I",
          "step": 2
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${datasource}"
          },

ilə istifadəyə hazır API qurmaq istəyən hər kəsə **FastAPI**-ı tövsiyə edirəm. **Möhtəşəm şəkildə dizayn edilmiş**, **istifadəsi asan** və **yüksək dərəcədə genişlənə bilən**-dir, API əsaslı inkişaf strategiyamızın **əsas komponentinə** çevrilib və Virtual TAC Engineer kimi bir çox avtomatlaşdırma və servisləri idarə edir._"

<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-acti...

  // specified, by manual construction of an Endpoints object or
  // EndpointSlice objects. If clusterIP is "None", no virtual IP is
  // allocated and the endpoints are published as a set of endpoints rather
  // than a virtual IP.
  // "NodePort" builds on ClusterIP and allocates a port on every node which
  // routes to the same endpoints as the clusterIP.

aanraden. Het is **prachtig ontworpen**, **eenvoudig te gebruiken** en **gemakkelijk schaalbaar**, het is een **cruciale component** geworden in onze strategie om API's centraal te zetten, en het vereenvoudigt automatisering en diensten zoals onze Virtual TAC Engineer._"

<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/" target="_blank"><small...

ile kullanıma hazır bir API oluşturmak isteyen herhangi biri için, **FastAPI**'ı şiddetle tavsiye ederim. **Harika tasarlanmış**, **kullanımı kolay** ve **yüksek ölçeklenebilir**, API odaklı geliştirme stratejimizin **ana bileşeni** haline geldi ve Virtual TAC Engineer gibi birçok otomasyon ve servisi yönetiyor._"

<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-696324...

author_link: https://www.linkedin.com/in/mnrozhkov/ link: https://www.evidentlyai.com/blog/fastapi-tutorial title: ML serving and monitoring with FastAPI and Evidently - author: Visual Studio Code Team author_link: https://code.visualstudio.com/ link: https://code.visualstudio.com/docs/python/tutorial-fastapi title: FastAPI Tutorial in Visual Studio Code - author: Apitally author_link: https://apitally.io link: https://blog.apitally.io/fastapi-application-monitoring-made-easy title: FastAPI application monitoring...

---

"_如果有人想要建立一個生產環境的 Python API，我強烈推薦 **FastAPI**，它**設計精美**，**使用簡單**且**高度可擴充**，它已成為我們 API 優先開發策略中的**關鍵組件**，並且驅動了許多自動化服務，例如我們的 Virtual TAC Engineer。_"

| `minio_node_process_resident_memory_bytes` | Resident memory size in bytes.                                                                                  |
| `minio_node_process_virtual_memory_bytes`  | Virtual memory size in bytes.                                                                                   |