update readme and add kubernetes deployment configuration

src/README.md

@@ -18,8 +18,16 @@ http://127.0.0.1:8000/
 
 ## Docker
 
-- Build Image: `docker build -t complexop_iperoyg/api -f Dockerfile.API .`
-- Open Shell: `docker run -it --rm --name api_container complexop_iperoyg/api sh`
-
-
-
+- Build Image: `docker build -t iperoyg/complexop_api:v1.0.0 -f Dockerfile.API .`
+- Open Shell: `docker run -it --rm --name api_container iperoyg/complexop_api:v1.0.0 sh`
+- Run API:
+    - `docker run -d -p 12345:80 --name api_container iperoyg/complexop_api:v1.0.0 uvicorn main:app --host 0.0.0.0 --port 80`
+    - `docker run -d --rm -p 12345:80 --env PORT=80 --name api_container iperoyg/complexop_api:v1.0.0`
+- Push to registry:
+    - `docker push iperoyg/complexop_api:v1.0.0`
+
+
+## Kubernetes
+- kubectl get deploy
+- kubectl delete deploy <deployment name>
+- kubectl apply -f .\kubernetes_deploy.yml

src/apicomplexoperations/kubernetes_deploy.yml

@@ -0,0 +1,64 @@
+# check out all Kubernetes commands here:
+# https://kubernetes.io/docs/reference/kubectl/cheatsheet/
+# -----------------------------------------------------------*
+# implies the use of kubernetes 1.7
+# -----------------------------------------------------------*
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: complexop-api
+  namespace: default
+spec:
+  replicas: 2                     # this is number of pods
+  selector:
+    matchLabels:
+      app: complexop-api
+  template:
+    metadata:
+      labels:
+        app: complexop-api
+    spec:
+      # Kubernetes run docker pull pseudo/your-image:latest under the hood
+      # Image field in Kubernetes resources is simply the docker image to run.
+      containers:
+      - name: complexop-api
+        image: iperoyg/complexop_api:v1.0.0
+        env:
+        - name: PORT
+          value: "42"
+        # specify the container port
+        ports:
+        - containerPort: 42
+        # using if not present works well with images that has tag
+        # if you image is tag:lastest - use Always otherwise you
+        # wouldn't get the fresh version of your image
+        # imagePullPolicy: Always
+        # -----------------------------------------------------------*
+        # It is a good practice to declare resource requests and 
+        # limits for both memory and cpu for each container. 
+        # This helps to schedule the container to a node that has 
+        # available resources for your Pod, and also so that your 
+        # Pod does not use resources that other Pods needs
+        # -----------------------------------------------------------*
+        resources:
+          limits:
+            memory: 64Mi
+            cpu: "250m"
+          requests:
+            memory: 32Mi
+            cpu: "200m"
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: complexop-api-entrypoint
+  namespace: default
+spec:
+  type: LoadBalancer
+  selector:
+    app: complexop-api
+  ports:
+    - name: http
+      protocol: TCP
+      port: 30000
+      targetPort: 42