在minkube上部署Milvus

梦实现了吗2023-10-09 21:15

Milvus

Milvus是一个向量数据库，可以为ai做数据支撑。

Preparatory Work

minikube

minikube是一款微型本地k8s

install

sh 复制代码

curl -LO https://storage.googleapis.com/minikube/releases/latest/minikube-linux-amd64

sudo install minikube-linux-amd64 /usr/local/bin/minikube

minikube start --driver=docker --force
# use docker as driver and root as user

alias kubectl="minikube kubectl --"   # 可以设置成永久的

如果没有红×提示，说明启动正常

Start

sh 复制代码

kubectl apply -f https://github.com/jetstack/cert-manager/releases/download/v1.5.3/cert-manager.yaml
 
kubectl apply -f https://raw.githubusercontent.com/zilliztech/milvus-operator/main/deploy/manifests/deployment.yaml

kubectl apply -f https://raw.githubusercontent.com/zilliztech/milvus-operator/main/config/samples/milvus_cluster_default.yaml

Check

使用以下命令检查pod状态，值得注意的是，安装时间可能会比较长，请耐心等待。

sh 复制代码

kubectl get pods

Connect

sh 复制代码

kubectl get pod my-release-milvus-proxy-84f67cdb7f-pg6wf --template='{{(index (index .spec.containers 0).ports 0).containerPort}}{{"\n"}}'  # 替换pod名称

kubectl port-forward --address 0.0.0.0 service/my-release-milvus 27017:19530  # 将数据库端口映射到20717

py 复制代码

from pymilvus import connections
connections.connect("default", host="localhost", port="27017")