diff --git a/Dockerfile b/Dockerfile
index eeb494fe2..8b03f2a23 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -19,5 +19,5 @@ COPY --from=builder /go/bin/goose /usr/local/bin
 COPY --from=builder /go/bin/bbgo /usr/local/bin
 
 ENTRYPOINT ["/usr/local/bin/bbgo"]
-CMD ["run", "--config", "/config/bbgo.yaml"]
+CMD ["run", "--config", "/config/bbgo.yaml", "--no-compile"]
 # vim:filetype=dockerfile:
diff --git a/Makefile b/Makefile
index f947bb910..6d567e8e4 100644
--- a/Makefile
+++ b/Makefile
@@ -28,6 +28,7 @@ dist: bin-dir bbgo-linux bbgo-darwin
 	tar -C $(BUILD_DIR) -cvzf $(DIST_DIR)/bbgo-$$(git describe --tags).tar.gz .
 
 docker:
+	GOPATH=$(PWD)/.mod go mod download
 	docker build --tag yoanlin/bbgo .
 
 .PHONY: dist
diff --git a/charts/bbgo/.helmignore b/charts/bbgo/.helmignore
new file mode 100644
index 000000000..0e8a0eb36
--- /dev/null
+++ b/charts/bbgo/.helmignore
@@ -0,0 +1,23 @@
+# Patterns to ignore when building packages.
+# This supports shell glob matching, relative path matching, and
+# negation (prefixed with !). Only one pattern per line.
+.DS_Store
+# Common VCS dirs
+.git/
+.gitignore
+.bzr/
+.bzrignore
+.hg/
+.hgignore
+.svn/
+# Common backup files
+*.swp
+*.bak
+*.tmp
+*.orig
+*~
+# Various IDEs
+.project
+.idea/
+*.tmproj
+.vscode/
diff --git a/charts/bbgo/Chart.yaml b/charts/bbgo/Chart.yaml
new file mode 100644
index 000000000..2ace0fe73
--- /dev/null
+++ b/charts/bbgo/Chart.yaml
@@ -0,0 +1,23 @@
+apiVersion: v2
+name: bbgo
+description: A Helm chart for Kubernetes
+
+# A chart can be either an 'application' or a 'library' chart.
+#
+# Application charts are a collection of templates that can be packaged into versioned archives
+# to be deployed.
+#
+# Library charts provide useful utilities or functions for the chart developer. They're included as
+# a dependency of application charts to inject those utilities and functions into the rendering
+# pipeline. Library charts do not define any templates and therefore cannot be deployed.
+type: application
+
+# This is the chart version. This version number should be incremented each time you make changes
+# to the chart and its templates, including the app version.
+# Versions are expected to follow Semantic Versioning (https://semver.org/)
+version: 0.1.0
+
+# This is the version number of the application being deployed. This version number should be
+# incremented each time you make changes to the application. Versions are not expected to
+# follow Semantic Versioning. They should reflect the version the application is using.
+appVersion: 1.16.0
diff --git a/charts/bbgo/config b/charts/bbgo/config
new file mode 120000
index 000000000..899f69898
--- /dev/null
+++ b/charts/bbgo/config
@@ -0,0 +1 @@
+../../config
\ No newline at end of file
diff --git a/charts/bbgo/templates/NOTES.txt b/charts/bbgo/templates/NOTES.txt
new file mode 100644
index 000000000..7660c09d9
--- /dev/null
+++ b/charts/bbgo/templates/NOTES.txt
@@ -0,0 +1,21 @@
+1. Get the application URL by running these commands:
+{{- if .Values.ingress.enabled }}
+{{- range $host := .Values.ingress.hosts }}
+  {{- range .paths }}
+  http{{ if $.Values.ingress.tls }}s{{ end }}://{{ $host.host }}{{ . }}
+  {{- end }}
+{{- end }}
+{{- else if contains "NodePort" .Values.service.type }}
+  export NODE_PORT=$(kubectl get --namespace {{ .Release.Namespace }} -o jsonpath="{.spec.ports[0].nodePort}" services {{ include "bbgo.fullname" . }})
+  export NODE_IP=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}")
+  echo http://$NODE_IP:$NODE_PORT
+{{- else if contains "LoadBalancer" .Values.service.type }}
+     NOTE: It may take a few minutes for the LoadBalancer IP to be available.
+           You can watch the status of by running 'kubectl get --namespace {{ .Release.Namespace }} svc -w {{ include "bbgo.fullname" . }}'
+  export SERVICE_IP=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ include "bbgo.fullname" . }} --template "{{"{{ range (index .status.loadBalancer.ingress 0) }}{{.}}{{ end }}"}}")
+  echo http://$SERVICE_IP:{{ .Values.service.port }}
+{{- else if contains "ClusterIP" .Values.service.type }}
+  export POD_NAME=$(kubectl get pods --namespace {{ .Release.Namespace }} -l "app.kubernetes.io/name={{ include "bbgo.name" . }},app.kubernetes.io/instance={{ .Release.Name }}" -o jsonpath="{.items[0].metadata.name}")
+  echo "Visit http://127.0.0.1:8080 to use your application"
+  kubectl --namespace {{ .Release.Namespace }} port-forward $POD_NAME 8080:80
+{{- end }}
diff --git a/charts/bbgo/templates/_helpers.tpl b/charts/bbgo/templates/_helpers.tpl
new file mode 100644
index 000000000..7060adbd8
--- /dev/null
+++ b/charts/bbgo/templates/_helpers.tpl
@@ -0,0 +1,62 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "bbgo.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "bbgo.fullname" -}}
+{{- if .Values.fullnameOverride }}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- $name := default .Chart.Name .Values.nameOverride }}
+{{- if contains $name .Release.Name }}
+{{- .Release.Name | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }}
+{{- end }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "bbgo.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "bbgo.labels" -}}
+helm.sh/chart: {{ include "bbgo.chart" . }}
+{{ include "bbgo.selectorLabels" . }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end }}
+
+{{/*
+Selector labels
+*/}}
+{{- define "bbgo.selectorLabels" -}}
+app.kubernetes.io/name: {{ include "bbgo.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
+
+{{/*
+Create the name of the service account to use
+*/}}
+{{- define "bbgo.serviceAccountName" -}}
+{{- if .Values.serviceAccount.create }}
+{{- default (include "bbgo.fullname" .) .Values.serviceAccount.name }}
+{{- else }}
+{{- default "default" .Values.serviceAccount.name }}
+{{- end }}
+{{- end }}
diff --git a/charts/bbgo/templates/configmap.yaml b/charts/bbgo/templates/configmap.yaml
new file mode 100644
index 000000000..bef2bb528
--- /dev/null
+++ b/charts/bbgo/templates/configmap.yaml
@@ -0,0 +1,10 @@
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: {{ include "bbgo.fullname" . }}
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+data:
+  bbgo.yaml: |-
+    {{- .Files.Get .Values.configmap.file | nindent 4 }}
diff --git a/charts/bbgo/templates/deployment.yaml b/charts/bbgo/templates/deployment.yaml
new file mode 100644
index 000000000..1d6ada371
--- /dev/null
+++ b/charts/bbgo/templates/deployment.yaml
@@ -0,0 +1,70 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "bbgo.fullname" . }}
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+spec:
+{{- if not .Values.autoscaling.enabled }}
+  replicas: {{ .Values.replicaCount }}
+{{- end }}
+  selector:
+    matchLabels:
+      {{- include "bbgo.selectorLabels" . | nindent 6 }}
+  template:
+    metadata:
+    {{- with .Values.podAnnotations }}
+      annotations:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
+      labels:
+        {{- include "bbgo.selectorLabels" . | nindent 8 }}
+    spec:
+      {{- with .Values.imagePullSecrets }}
+      imagePullSecrets:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      serviceAccountName: {{ include "bbgo.serviceAccountName" . }}
+      securityContext:
+        {{- toYaml .Values.podSecurityContext | nindent 8 }}
+      containers:
+        - name: {{ .Chart.Name }}
+          securityContext:
+            {{- toYaml .Values.securityContext | nindent 12 }}
+          image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}"
+          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          ports:
+            - name: http
+              containerPort: 80
+              protocol: TCP
+          livenessProbe:
+            httpGet:
+              path: /
+              port: http
+          readinessProbe:
+            httpGet:
+              path: /
+              port: http
+          resources:
+            {{- toYaml .Values.resources | nindent 12 }}
+          volumeMounts:
+          - name: config-volume
+            mountPath: /config
+
+      volumes:
+      - name: config-volume
+        configMap:
+          name: {{ include "bbgo.fullname" . }}
+
+      {{- with .Values.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
diff --git a/charts/bbgo/templates/hpa.yaml b/charts/bbgo/templates/hpa.yaml
new file mode 100644
index 000000000..00d7c9bb7
--- /dev/null
+++ b/charts/bbgo/templates/hpa.yaml
@@ -0,0 +1,28 @@
+{{- if .Values.autoscaling.enabled }}
+apiVersion: autoscaling/v2beta1
+kind: HorizontalPodAutoscaler
+metadata:
+  name: {{ include "bbgo.fullname" . }}
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+spec:
+  scaleTargetRef:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: {{ include "bbgo.fullname" . }}
+  minReplicas: {{ .Values.autoscaling.minReplicas }}
+  maxReplicas: {{ .Values.autoscaling.maxReplicas }}
+  metrics:
+  {{- if .Values.autoscaling.targetCPUUtilizationPercentage }}
+    - type: Resource
+      resource:
+        name: cpu
+        targetAverageUtilization: {{ .Values.autoscaling.targetCPUUtilizationPercentage }}
+  {{- end }}
+  {{- if .Values.autoscaling.targetMemoryUtilizationPercentage }}
+    - type: Resource
+      resource:
+        name: memory
+        targetAverageUtilization: {{ .Values.autoscaling.targetMemoryUtilizationPercentage }}
+  {{- end }}
+{{- end }}
diff --git a/charts/bbgo/templates/ingress.yaml b/charts/bbgo/templates/ingress.yaml
new file mode 100644
index 000000000..4e9fa0c65
--- /dev/null
+++ b/charts/bbgo/templates/ingress.yaml
@@ -0,0 +1,41 @@
+{{- if .Values.ingress.enabled -}}
+{{- $fullName := include "bbgo.fullname" . -}}
+{{- $svcPort := .Values.service.port -}}
+{{- if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: {{ $fullName }}
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+  {{- with .Values.ingress.annotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+spec:
+  {{- if .Values.ingress.tls }}
+  tls:
+    {{- range .Values.ingress.tls }}
+    - hosts:
+        {{- range .hosts }}
+        - {{ . | quote }}
+        {{- end }}
+      secretName: {{ .secretName }}
+    {{- end }}
+  {{- end }}
+  rules:
+    {{- range .Values.ingress.hosts }}
+    - host: {{ .host | quote }}
+      http:
+        paths:
+          {{- range .paths }}
+          - path: {{ . }}
+            backend:
+              serviceName: {{ $fullName }}
+              servicePort: {{ $svcPort }}
+          {{- end }}
+    {{- end }}
+  {{- end }}
diff --git a/charts/bbgo/templates/service.yaml b/charts/bbgo/templates/service.yaml
new file mode 100644
index 000000000..154fc73c3
--- /dev/null
+++ b/charts/bbgo/templates/service.yaml
@@ -0,0 +1,15 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "bbgo.fullname" . }}
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+spec:
+  type: {{ .Values.service.type }}
+  ports:
+    - port: {{ .Values.service.port }}
+      targetPort: http
+      protocol: TCP
+      name: http
+  selector:
+    {{- include "bbgo.selectorLabels" . | nindent 4 }}
diff --git a/charts/bbgo/templates/serviceaccount.yaml b/charts/bbgo/templates/serviceaccount.yaml
new file mode 100644
index 000000000..fddc7c653
--- /dev/null
+++ b/charts/bbgo/templates/serviceaccount.yaml
@@ -0,0 +1,12 @@
+{{- if .Values.serviceAccount.create -}}
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: {{ include "bbgo.serviceAccountName" . }}
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+  {{- with .Values.serviceAccount.annotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+{{- end }}
diff --git a/charts/bbgo/templates/tests/test-connection.yaml b/charts/bbgo/templates/tests/test-connection.yaml
new file mode 100644
index 000000000..dd5e57275
--- /dev/null
+++ b/charts/bbgo/templates/tests/test-connection.yaml
@@ -0,0 +1,15 @@
+apiVersion: v1
+kind: Pod
+metadata:
+  name: "{{ include "bbgo.fullname" . }}-test-connection"
+  labels:
+    {{- include "bbgo.labels" . | nindent 4 }}
+  annotations:
+    "helm.sh/hook": test-success
+spec:
+  containers:
+    - name: wget
+      image: busybox
+      command: ['wget']
+      args: ['{{ include "bbgo.fullname" . }}:{{ .Values.service.port }}']
+  restartPolicy: Never
diff --git a/charts/bbgo/values.yaml b/charts/bbgo/values.yaml
index 0ad9143f4..3ccc6630f 100644
--- a/charts/bbgo/values.yaml
+++ b/charts/bbgo/values.yaml
@@ -14,6 +14,9 @@ imagePullSecrets: []
 nameOverride: ""
 fullnameOverride: ""
 
+configmap:
+  file: "config/bbgo.yaml"
+
 serviceAccount:
   # Specifies whether a service account should be created
   create: true