Update README.md and remove versions from Helm Charts (#457)

* Update README.md and remove versions from Helm Charts

* Fix type in README.md

README.md

@@ -28,15 +28,29 @@ my_model = ml.fit(data)
 prediction = my_model.predict(fs.get_online_features(customer_features, customer_entities))
 ```
 
+## Getting Started with Docker Compose
+The following commands will start Feast in online-only mode. 
+```
+git clone https://github.com/gojek/feast.git
+cd feast/infra/docker-compose
+cp .env.sample .env
+docker-compose up -d
+```
+
+A [Jupyter Notebook](http://localhost:8888/tree/feast/examples) is now available to start using Feast.
+
+Please see the links below to set up Feast for batch/historical serving with BigQuery.
+
 ## Important resources
 
-Please refer to the official docs at <https://feast.dev>
+Please refer to the official documentation at <https://docs.feast.dev>
 
  * [Why Feast?](https://docs.feast.dev/why-feast)
  * [Concepts](https://docs.feast.dev/concepts)
- * [Installation](https://docs.feast.dev/getting-started/installing-feast)
- * [Getting Help](https://docs.feast.dev/getting-help)
- * [Example Notebook](https://github.com/gojek/feast/blob/master/examples/basic/basic.ipynb)
+ * [Installation](https://docs.feast.dev/installing-feast/overview)
+ * [Examples](https://github.com/gojek/feast/blob/master/examples/)
+ * [Change Log](https://github.com/gojek/feast/blob/master/CHANGELOG.md)
+ * [Slack (#Feast)](https://join.slack.com/t/kubeflow/shared_invite/enQtNDg5MTM4NTQyNjczLTdkNTVhMjg1ZTExOWI0N2QyYTQ2MTIzNTJjMWRiOTFjOGRlZWEzODc1NzMwNTMwM2EzNjY1MTFhODczNjk4MTk)
 
 ## Notice
 

infra/charts/feast/README.md

@@ -36,10 +36,10 @@ helm repo add feast-charts https://feast-charts.storage.googleapis.com
 helm repo update
 ```
 
-Install Feast release with minimal features, without batch serving and persistency:
+Install Feast release with minimal features, without batch serving and persistence:
 ```bash
 RELEASE_NAME=demo
-helm install feast-charts/feast --name $RELEASE_NAME --version 0.3.2 -f values-demo.yaml
+helm install feast-charts/feast --name $RELEASE_NAME -f values-demo.yaml
 ```
 
 Install Feast release for typical use cases, with batch and online serving:
@@ -60,7 +60,7 @@ PROJECT_ID=google-cloud-project-id
 DATASET_ID=bigquery-dataset-id
 
 # Install the Helm release using default values.yaml
-helm install feast-charts/feast --name feast --version 0.3.2 \
+helm install feast-charts/feast --name feast \
   --set feast-serving-batch."application\.yaml".feast.jobs.staging-location=$STAGING_LOCATION \
   --set feast-serving-batch."store\.yaml".bigquery_config.project_id=$PROJECT_ID \
   --set feast-serving-batch."store\.yaml".bigquery_config.dataset_id=$DATASET_ID

infra/charts/feast/charts/feast-core/templates/deployment.yaml

@@ -40,7 +40,7 @@ spec:
 
       containers:
       - name: {{ .Chart.Name }}
-        image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+        image: '{{ .Values.image.repository }}:{{ required "No .image.tag found. This must be provided as input."  .Values.image.tag }}'
         imagePullPolicy: {{ .Values.image.pullPolicy }}
 
         volumeMounts:

infra/charts/feast/charts/feast-core/values.yaml

@@ -42,7 +42,6 @@ replicaCount: 1
 # image configures the Docker image for Feast Core
 image:
   repository: gcr.io/kf-feast/feast-core
-  tag: 0.3.2
   pullPolicy: IfNotPresent
 
 # application.yaml is the main configuration for Feast Core application.

infra/charts/feast/charts/feast-serving/templates/deployment.yaml

@@ -47,7 +47,7 @@ spec:
 
       containers:
       - name: {{ .Chart.Name }}
-        image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+        image: '{{ .Values.image.repository }}:{{ required "No .image.tag found. This must be provided as input."  .Values.image.tag }}'
         imagePullPolicy: {{ .Values.image.pullPolicy }}
 
         volumeMounts:

infra/charts/feast/charts/feast-serving/values.yaml

@@ -29,7 +29,6 @@ replicaCount: 1
 # image configures the Docker image for Feast Serving
 image:
   repository: gcr.io/kf-feast/feast-serving
-  tag: 0.3.2
   pullPolicy: IfNotPresent
 
 # application.yaml is the main configuration for Feast Serving application.

infra/charts/feast/requirements.yaml

@@ -1,12 +1,12 @@
 dependencies:
 - name: feast-core
-  version: 0.3.2
+  version: 0.4.4
   condition: feast-core.enabled
 - name: feast-serving
   alias: feast-serving-batch
-  version: 0.3.2
+  version: 0.4.4
   condition: feast-serving-batch.enabled
 - name: feast-serving
   alias: feast-serving-online
-  version: 0.3.2
+  version: 0.4.4
   condition: feast-serving-online.enabled

infra/charts/feast/values.yaml

@@ -12,10 +12,6 @@
 # of Feast Serving: online and batch will be deployed. Both described
 # using the same chart "feast-serving".
 #
-# The following are default values for typical Feast deployment, but not
-# for production setting. Refer to "values-production.yaml" for recommended
-# values in production environment.
-#
 # Note that the import job by default uses DirectRunner
 # https://beam.apache.org/documentation/runners/direct/
 # in this configuration since it allows Feast to run in more environments
@@ -45,16 +41,18 @@
 # ============================================================
 
 feast-core:
-  # enabled specifies whether to install Feast Core component.
+  # If enabled specifies whether to install Feast Core component.
   #
   # Normally, this is set to "false" when Feast users need access to low latency
   # Feast Serving, by deploying multiple instances of Feast Serving closest
   # to the client. These instances of Feast Serving however can still use
   # the same shared Feast Core.
   enabled: true
-  # Specify what image tag to use. Keep this consistent for all components
+
+  # Specify which image tag to use. Keep this consistent for all components
   image:
     tag: "0.4.4"
+
   # jvmOptions are options that will be passed to the Java Virtual Machine (JVM)
   # running Feast Core.
   #
@@ -63,13 +61,15 @@ feast-core:
   jvmOptions:
   - -Xms1024m
   - -Xmx1024m
+
   # resources that should be allocated to Feast Core.
   resources:
     requests:
       cpu: 1000m
       memory: 1024Mi
     limits:
       memory: 2048Mi
+
   # gcpServiceAccount is the Google service account that Feast Core will use.
   gcpServiceAccount:
     # useExistingSecret specifies Feast to use an existing secret containing