Ghi Chú

Ghi chú nhanh, chia sẻ dễ dàng

Soạn thảo Đơn giản, dễ dàng. Hỗ trợ định dạng văn bản, danh sách, khối code.

Chia sẻ Chuyển sang Công khai để nhận link 5 ký tự. Có thể đặt mật khẩu bảo vệ.

Đính kèm Chèn ảnh hoặc đính kèm file từ thanh công cụ soạn thảo.

Tự động lưu Nội dung được lưu tự động sau 2 giây. Lịch sử chỉnh sửa lưu tối đa 100 phiên bản.

Nâng cao Tự xóa sau thời gian hoặc số lượt đọc. Ghim, khóa chỉ đọc từ sidebar.

Đọc trên Terminal Thêm .txt vào cuối link để xem nội dung dạng văn bản thuần trên terminal.

Phần 3: Triển khai Trino trên Kubernetes để truy vấn dữ liệu Iceberg

Tác giả: thinhvo96 — 21/03/2026

1. Kiến trúc cụm Trino và vai trò các thành phần

Trước khi triển khai, bạn cần nắm rõ mô hình hoạt động của Trino để cấu hình đúng trên Kubernetes.

Trino hoạt động theo mô hình Client-Server với hai thành phần chính: Coordinator (điều phối) và Worker (xử lý).

Coordinator đóng vai trò là điểm vào duy nhất (Single Point of Entry), chịu trách nhiệm nhận query từ client, phân tích cú pháp, tạo kế hoạch thực thi (execution plan) và phân phối công việc cho các Worker.

Worker là các node thực thi song song các phần nhỏ của query trên dữ liệu phân tán. Chúng không lưu trữ dữ liệu mà chỉ truy cập vào Catalog để lấy metadata và thực thi tính toán.

Trong kiến trúc Data Fabric, Trino đóng vai trò là query engine, sử dụng Catalog để kết nối với Iceberg REST Catalog, từ đó đọc metadata bảng và định vị file Parquet trên object storage.

2. Triển khai Trino trên Kubernetes bằng Helm Chart

Bước này chúng ta sẽ cài đặt Trino Cluster lên Kubernetes sử dụng Helm Chart chính thức từ trino/helm-chart.

Tại sao dùng Helm: Để quản lý vòng đời (lifecycle) của các pod, service và configmap một cách tự động, đảm bảo tính nhất quán và dễ dàng scale.

Kết quả mong đợi: Một cụm Trino với 1 Coordinator và 2 Workers chạy sẵn, có endpoint SQL truy cập được.

2.1. Thêm và cập nhật Repository Helm

Thêm repository chứa Helm Chart của Trino vào local machine.

helm repo add trino https://trinodb.github.io/helm-chart
helm repo update

Kết quả: Repository "trino" được thêm vào danh sách, không có lỗi.

2.2. Tạo namespace và giá trị cấu hình (values.yaml)

Chúng ta cần một file cấu hình riêng để tách biệt các tham số triển khai khỏi code nguồn, giúp dễ quản lý version.

Tạo file trino-values.yaml với nội dung dưới đây. File này sẽ cấu hình số lượng worker, tài nguyên CPU/RAM và cổng expose.

namespace: trino-system
image:
  tag: 435
  pullPolicy: IfNotPresent
coordinator:
  replicas: 1
  resources:
    requests:
      cpu: "1"
      memory: "2Gi"
    limits:
      cpu: "2"
      memory: "4Gi"
  service:
    type: LoadBalancer
    ports:
      - port: 8080
        targetPort: 8080
        protocol: TCP
        name: http
workers:
  replicas: 2
  resources:
    requests:
      cpu: "1"
      memory: "4Gi"
    limits:
      cpu: "2"
      memory: "8Gi"
  jvm:
    extraJavaOptions:
      - "-Xmx4g"
      - "-Xms4g"
      - "-XX:+UseG1GC"
      - "-XX:G1HeapRegionSize=2m"
      - "-XX:InitiatingHeapOccupancyPercent=35"
      - "-XX:ParallelGCThreads=4"
      - "-XX:ConcGCThreads=1"
      - "-XX:G1NewSizePercent=40"
      - "-XX:G1MaxNewSizePercent=50"
      - "-XX:G1ReservePercent=10"
      - "-XX:G1HeapThreshold=0"
      - "-XX:G1SumOfCapacityRegions=0"
      - "-XX:G1ParSweepThreads=0"
      - "-XX:+ExplicitGCInvokesConcurrent"
      - "-XX:+DisableExplicitGC"
      - "-XX:+ExitOnOutOfMemoryError"
      - "-Duser.timezone=UTC"
      - "-Dfile.encoding=UTF-8"
      - "-Djava.net.preferIPv4Stack=true"
      - "-Dsun.net.inetaddr.ttl=300"
      - "-Dsun.net.inetaddr.ttl=0"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=MD5"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA256"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA1"
      - "-Dcom.amazonaws.sdk.checksumAlgorithm=SHA2


Điều hướng series:
Mục lục: Series: Xây dựng nền tảng Data Fabric hiện đại với Apache Iceberg, Trino và Kubernetes
« Phần 3: Triển khai Trino trên Kubernetes để truy vấn dữ liệu Iceberg
Phần 4: Quản lý dữ liệu: Ghi, đọc và cập nhật dữ liệu Iceberg »