HashLips Art Engine容器化部署:Kubernetes集群配置

HashLips Art Engine容器化部署:Kubernetes集群配置

【免费下载链接】hashlips_art_engine HashLips Art Engine is a tool used to create multiple different instances of artworks based on provided layers. 【免费下载链接】hashlips_art_engine 项目地址: https://gitcode.com/gh_mirrors/ha/hashlips_art_engine

你是否还在为数字艺术品生成工具的环境配置而烦恼?本文将带你通过Kubernetes集群部署HashLips Art Engine,实现容器化的自动化艺术生成流程。读完本文你将掌握:Docker镜像构建、Kubernetes资源配置、持久化存储设置以及自动化生成任务调度的完整方案。

项目概述

HashLips Art Engine是一款基于图层的数字艺术品生成工具,通过组合不同图层元素创建多样化艺术作品。项目核心文件结构包括:

项目Logo

Docker镜像构建

基础镜像选择

项目使用Node.js 20 Alpine作为基础镜像,在Dockerfile中定义:

FROM node:20-alpine
WORKDIR /app
COPY package*.json ./
RUN npm install
COPY . .
VOLUME ["/app/layers", "/app/build"]
CMD ["npm", "run", "generate"]

构建命令

在项目根目录执行:

docker build -t hashlips-art-engine:v1.1.1 .

镜像包含两个卷挂载点:/app/layers(图层资源)和/app/build(生成结果),支持动态内容更新。

Kubernetes资源配置

命名空间创建

apiVersion: v1
kind: Namespace
metadata:
  name: nft-artwork

配置字典

存储艺术生成参数:

apiVersion: v1
kind: ConfigMap
metadata:
  name: hashlips-config
  namespace: nft-artwork
data:
  NUM_OF_IMAGES: "1000"
  LAYER_DIR: "/app/layers"
  OUTPUT_DIR: "/app/build"

持久卷声明

为图层资源和生成结果创建持久化存储:

apiVersion: v1
kind: PersistentVolumeClaim
metadata:
  name: layers-pvc
  namespace: nft-artwork
spec:
  accessModes: [ "ReadWriteOnce" ]
  resources:
    requests:
      storage: 10Gi
---
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
  name: build-pvc
  namespace: nft-artwork
spec:
  accessModes: [ "ReadWriteOnce" ]
  resources:
    requests:
      storage: 50Gi

部署配置

Deployment清单

apiVersion: apps/v1
kind: Deployment
metadata:
  name: hashlips-engine
  namespace: nft-artwork
spec:
  replicas: 1
  selector:
    matchLabels:
      app: hashlips
  template:
    metadata:
      labels:
        app: hashlips
    spec:
      containers:
      - name: art-engine
        image: hashlips-art-engine:v1.1.1
        volumeMounts:
        - name: layers-volume
          mountPath: /app/layers
        - name: build-volume
          mountPath: /app/build
        env:
        - name: NUM_OF_IMAGES
          valueFrom:
            configMapKeyRef:
              name: hashlips-config
              key: NUM_OF_IMAGES
      volumes:
      - name: layers-volume
        persistentVolumeClaim:
          claimName: layers-pvc
      - name: build-volume
        persistentVolumeClaim:
          claimName: build-pvc

图层资源管理

通过Kubernetes的layers/目录结构组织图像元素,包含背景、眼睛、虹膜等子图层:

layers/
├── Background/
├── Bottom lid/
├── Eye color/
├── Eyeball/
├── Goo/
├── Iris/
├── Shine/
└── Top lid/

任务调度

CronJob配置

定期生成新艺术品:

apiVersion: batch/v1
kind: CronJob
metadata:
  name: art-generator
  namespace: nft-artwork
spec:
  schedule: "0 0 * * *"
  jobTemplate:
    spec:
      template:
        spec:
          containers:
          - name: generator
            image: hashlips-art-engine:v1.1.1
            command: ["npm", "run", "generate"]
            volumeMounts:
            - name: layers-volume
              mountPath: /app/layers
            - name: build-volume
              mountPath: /app/build
          restartPolicy: OnFailure
          volumes:
          - name: layers-volume
            persistentVolumeClaim:
              claimName: layers-pvc
          - name: build-volume
            persistentVolumeClaim:
              claimName: build-pvc

手动触发任务

kubectl create job --from=cronjob/art-generator manual-art-gen -n nft-artwork

监控与日志

日志查看

kubectl logs -f deployment/hashlips-engine -n nft-artwork

生成状态检查

kubectl exec -it deployment/hashlips-engine -n nft-artwork -- ls -l /app/build

常见问题解决

图层文件权限

当出现权限错误时,添加securityContext配置:

securityContext:
  runAsUser: 1000
  runAsGroup: 1000
  fsGroup: 1000

资源限制调整

根据生成需求调整CPU和内存资源:

resources:
  requests:
    cpu: "1"
    memory: "2Gi"
  limits:
    cpu: "4"
    memory: "8Gi"

部署架构总结

mermaid

通过本文配置,你可以在Kubernetes集群中稳定运行HashLips Art Engine,实现数字艺术品的自动化、规模化生成。系统支持动态更新图层资源,生成结果自动持久化存储,满足NFT项目的持续迭代需求。

更多功能可参考项目README.mdutils/目录下的辅助工具脚本。

【免费下载链接】hashlips_art_engine HashLips Art Engine is a tool used to create multiple different instances of artworks based on provided layers. 【免费下载链接】hashlips_art_engine 项目地址: https://gitcode.com/gh_mirrors/ha/hashlips_art_engine

创作声明:本文部分内容由AI辅助生成(AIGC),仅供参考

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