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fix: Fix Java helm charts to work with refactored logic. Fix FTS image (
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#3105)

* fix: Fix Java helm charts to work with refactored logic. Also include gcp/aws in FTS image

Signed-off-by: Danny Chiao <[email protected]>

* fix helm docs and accidental issues

Signed-off-by: Danny Chiao <[email protected]>

* fix

Signed-off-by: Danny Chiao <[email protected]>

* fix

Signed-off-by: Danny Chiao <[email protected]>

* fix

Signed-off-by: Danny Chiao <[email protected]>

* fix issues with templates

Signed-off-by: Danny Chiao <[email protected]>

* fix issues with templates

Signed-off-by: Danny Chiao <[email protected]>

* fix serving README

Signed-off-by: Danny Chiao <[email protected]>

* fix go

Signed-off-by: Danny Chiao <[email protected]>

Signed-off-by: Danny Chiao <[email protected]>
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adchia authored Aug 19, 2022
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9 changes: 9 additions & 0 deletions Makefile
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Expand Up @@ -363,6 +363,15 @@ build-feature-server-java-docker:
-t $(REGISTRY)/feature-server-java:$(VERSION) \
-f java/infra/docker/feature-server/Dockerfile --load .

build-java-docker-dev:
make build-java-no-tests REVISION=dev
docker buildx build --build-arg VERSION=dev \
-t feastdev/feature-transformation-server:dev \
-f sdk/python/feast/infra/transformation_servers/Dockerfile --load .
docker buildx build --build-arg VERSION=dev \
-t feastdev/feature-server-java:dev \
-f java/infra/docker/feature-server/Dockerfile.dev --load .

# Documentation

install-dependencies-proto-docs:
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17 changes: 11 additions & 6 deletions examples/java-demo/README.md
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Expand Up @@ -52,12 +52,12 @@ For this tutorial, we setup Feast with Redis, using the Feast CLI to register an
```bash
minikube addons enable gcp-auth
```
3. Add Feast's Java feature server chart repo
2. Add Feast's Java feature server chart repo
```bash
helm repo add feast-charts https://feast-helm-charts.storage.googleapis.com
helm repo update
```
4. Modify the application-override.yaml file to have your credentials + bucket location:
3. Modify the application-override.yaml file to have your credentials + bucket location:
```yaml
feature-server:
application-override.yaml:
Expand All @@ -77,16 +77,21 @@ For this tutorial, we setup Feast with Redis, using the Feast CLI to register an
cache_ttl_seconds: 60
project: feast_java_demo
```
5. Install the Feast helm chart: `helm install feast-release feast-charts/feast --values application-override.yaml`
6. (Optional): check logs of the server to make sure it’s working
4. Install the Feast helm chart: `helm install feast-release feast-charts/feast --values application-override.yaml`
> **Dev instructions**: if you're changing the java logic or chart, you can do
>1. `eval $(minikube docker-env)`
>2. `make build-java-docker-dev`
>3. In the `application-override.yaml`, uncomment the two `image: tag: dev` blocks
>4. `helm install feast-release ../../../infra/charts/feast --values application-override.yaml`
5. (Optional): check logs of the server to make sure it’s working
```bash
kubectl logs svc/feast-release-feature-server
```
7. Port forward to expose the grpc endpoint:
6. Port forward to expose the grpc endpoint:
```bash
kubectl port-forward svc/feast-release-feature-server 6566:6566
```
8. Make a gRPC call:
7. Make a gRPC call:
- Python example
```bash
python test.py
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11 changes: 10 additions & 1 deletion examples/java-demo/feature_repo/application-override.yaml
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Expand Up @@ -11,8 +11,17 @@ feature-server:
port: 6379
password: [YOUR PASSWORD]
entityKeySerializationVersion: 2
# Uncomment below for dev
# image:
# tag: dev

# Uncomment below for dev
#transformation-service:
# image:
# tag: dev

global:
registry:
path: gs://[YOUR BUCKET]/demo-repo/registry.db
path: gs://[YOUR GCS BUCKET]/demo-repo/registry.db
cache_ttl_seconds: 60
project: feast_java_demo
2 changes: 1 addition & 1 deletion examples/java-demo/feature_repo/feature_store.yaml
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@@ -1,4 +1,4 @@
registry: gs://[YOUR BUCKET]/demo-repo/registry.db
registry: gs://[YOUR GCS BUCKET]/demo-repo/registry.db
project: feast_java_demo
provider: gcp
online_store:
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101 changes: 46 additions & 55 deletions infra/charts/feast-feature-server/README.md
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@@ -1,44 +1,9 @@
# feast-feature-server

![Version: 0.23.0](https://img.shields.io/badge/Version-0.23.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)

Feast Feature Server in Go or Python

**Homepage:** <https://feast.dev/>

## Source Code

* <https://github.com/feast-dev/feast>

## Values

| Key | Type | Default | Description |
| ---------------------------------- | ------ | ---------------- | ----------- |
| affinity | object | `{}` | |
| fullnameOverride | string | `""` | |
| image.pullPolicy | string | `"IfNotPresent"` | |
| image.repository | string | `""` | |
| image.tag | string | `""` | |
| imagePullSecrets | list | `[]` | |
| livenessProbe.initialDelaySeconds | int | `30` | |
| livenessProbe.periodSeconds | int | `30` | |
| nameOverride | string | `""` | |
| nodeSelector | object | `{}` | |
| podAnnotations | object | `{}` | |
| podSecurityContext | object | `{}` | |
| readinessProbe.initialDelaySeconds | int | `20` | |
| readinessProbe.periodSeconds | int | `10` | |
| replicaCount | int | `1` | |
| resources | object | `{}` | |
| securityContext | object | `{}` | |
| service.port | int | `80` | |
| service.type | string | `"ClusterIP"` | |
| tolerations | list | `[]` | |

----------------------------------------------
Autogenerated from chart metadata using [helm-docs v1.11.0](https://github.com/norwoodj/helm-docs/releases/v1.11.0)
# Feast Python / Go Feature Server Helm Charts

Current chart version is `0.23.0`

## Installation
### Python feature server
Docker repository and tag are required. Helm install example:
```
helm install feast-feature-server . --set image.repository=REPO --set image.tag=TAG
Expand All @@ -58,25 +23,51 @@ RUN pip install feast
COPY feature_store.yaml /feature_store.yaml
```

### Go feature server
> Warning: this is experimental, and only supports a local file registry + Redis
Furthermore, if you wish to use the Go feature server, then you must install the Apache Arrow C++ libraries, and your `feature_store.yaml` should include `go_feature_server: True`.
For more details, see the [docs](https://docs.feast.dev/reference/feature-servers/go-feature-server).

The docker image might look like:
```
FROM python:3.8
RUN apt update && \
apt install -y jq
RUN pip install pip --upgrade
RUN pip install feast
FROM python:3.8
RUN apt update && \
apt install -y jq
RUN pip install pip --upgrade
RUN pip install feast
RUN apt update
RUN apt install -y -V ca-certificates lsb-release wget
RUN wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
RUN apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
RUN apt update
RUN apt -y install libarrow-dev
COPY feature_store.yaml /feature_store.yaml
```

RUN apt update
RUN apt install -y -V ca-certificates lsb-release wget
RUN wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
RUN apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
RUN apt update
RUN apt -y install libarrow-dev
## Values

COPY feature_store.yaml /feature_store.yaml
```
| Key | Type | Default | Description |
|-----|------|---------|-------------|
| affinity | object | `{}` | |
| fullnameOverride | string | `""` | |
| image.pullPolicy | string | `"IfNotPresent"` | |
| image.repository | string | `""` | [required] The repository for the Docker image |
| image.tag | string | `""` | [required] The Docker image tag |
| imagePullSecrets | list | `[]` | |
| livenessProbe.initialDelaySeconds | int | `30` | |
| livenessProbe.periodSeconds | int | `30` | |
| nameOverride | string | `""` | |
| nodeSelector | object | `{}` | |
| podAnnotations | object | `{}` | |
| podSecurityContext | object | `{}` | |
| readinessProbe.initialDelaySeconds | int | `20` | |
| readinessProbe.periodSeconds | int | `10` | |
| replicaCount | int | `1` | |
| resources | object | `{}` | |
| securityContext | object | `{}` | |
| service.port | int | `80` | |
| service.type | string | `"ClusterIP"` | |
| tolerations | list | `[]` | |
52 changes: 52 additions & 0 deletions infra/charts/feast-feature-server/README.md.gotmpl
Original file line number Diff line number Diff line change
@@ -0,0 +1,52 @@
# Feast Python / Go Feature Server Helm Charts

Current chart version is `{{ template "chart.version" . }}`

## Installation
### Python feature server
Docker repository and tag are required. Helm install example:
```
helm install feast-feature-server . --set image.repository=REPO --set image.tag=TAG
```

Deployment assumes that `feature_store.yaml` exists on docker image. Example docker image:
```
FROM python:3.8

RUN apt update && \
apt install -y jq

RUN pip install pip --upgrade

RUN pip install feast

COPY feature_store.yaml /feature_store.yaml
```

### Go feature server
> Warning: this is experimental, and only supports a local file registry + Redis

Furthermore, if you wish to use the Go feature server, then you must install the Apache Arrow C++ libraries, and your `feature_store.yaml` should include `go_feature_server: True`.
For more details, see the [docs](https://docs.feast.dev/reference/feature-servers/go-feature-server).

The docker image might look like:
```
FROM python:3.8

RUN apt update && \
apt install -y jq
RUN pip install pip --upgrade
RUN pip install feast
RUN apt update
RUN apt install -y -V ca-certificates lsb-release wget
RUN wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
RUN apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
RUN apt update
RUN apt -y install libarrow-dev

COPY feature_store.yaml /feature_store.yaml
```

{{ template "chart.requirementsSection" . }}

{{ template "chart.valuesSection" . }}
2 changes: 2 additions & 0 deletions infra/charts/feast-feature-server/values.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,10 @@
replicaCount: 1

image:
# image.repository -- [required] The repository for the Docker image
repository: ""
pullPolicy: IfNotPresent
# image.tag -- [required] The Docker image tag
tag: ""

imagePullSecrets: []
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49 changes: 19 additions & 30 deletions infra/charts/feast-python-server/README.md
Original file line number Diff line number Diff line change
@@ -1,14 +1,26 @@
# feast-python-server
# Feast Python Feature Server Helm Charts

![Version: 0.23.0](https://img.shields.io/badge/Version-0.23.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
Current chart version is `0.23.0`

Feast Feature Server in Python
## Installation
Docker repository and tag are required. Helm install example:
```
helm install feast-python-server . --set image.repository=REPO --set image.tag=TAG
```

Deployment assumes that `feature_store.yaml` exists on docker image. Example docker image:
```
FROM python:3.8
RUN apt update && \
apt install -y jq
**Homepage:** <https://feast.dev/>
RUN pip install pip --upgrade
## Source Code
RUN pip install feast
* <https://github.com/feast-dev/feast>
COPY feature_store.yaml /feature_store.yaml
```

## Values

Expand All @@ -33,27 +45,4 @@ Feast Feature Server in Python
| securityContext | object | `{}` | |
| service.port | int | `80` | |
| service.type | string | `"ClusterIP"` | |
| tolerations | list | `[]` | |

----------------------------------------------
Autogenerated from chart metadata using [helm-docs v1.5.0](https://github.com/norwoodj/helm-docs/releases/v1.5.0)


Docker repository and tag are required. Helm install example:
```
helm install feast-python-server . --set image.repository=REPO --set image.tag=TAG
```

Deployment assumes that `feature_store.yaml` exists on docker image. Example docker image:
```
FROM python:3.8
RUN apt update && \
apt install -y jq
RUN pip install pip --upgrade
RUN pip install feast
COPY feature_store.yaml /feature_store.yaml
```
| tolerations | list | `[]` | |
27 changes: 27 additions & 0 deletions infra/charts/feast-python-server/README.md.gotmpl
Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
# Feast Python Feature Server Helm Charts

Current chart version is `{{ template "chart.version" . }}`

## Installation
Docker repository and tag are required. Helm install example:
```
helm install feast-python-server . --set image.repository=REPO --set image.tag=TAG
```

Deployment assumes that `feature_store.yaml` exists on docker image. Example docker image:
```
FROM python:3.8

RUN apt update && \
apt install -y jq

RUN pip install pip --upgrade

RUN pip install feast

COPY feature_store.yaml /feature_store.yaml
```

{{ template "chart.requirementsSection" . }}

{{ template "chart.valuesSection" . }}
2 changes: 2 additions & 0 deletions infra/charts/feast-python-server/values.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,10 @@
replicaCount: 1

image:
# image.repository -- [required] The repository for the Docker image
repository: ""
pullPolicy: IfNotPresent
# image.tag -- [required] The Docker image tag
tag: ""

imagePullSecrets: []
Expand Down
6 changes: 3 additions & 3 deletions infra/charts/feast/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -54,9 +54,9 @@ For more details, please see: https://docs.feast.dev/how-to-guides/running-feast

| Repository | Name | Version |
|------------|------|---------|
| https://charts.helm.sh/stable | redis | 10.5.6 |
| https://feast-helm-charts.storage.googleapis.com | feature-server(feature-server) | 0.23.0 |
| https://feast-helm-charts.storage.googleapis.com | transformation-service(transformation-service) | 0.23.0 |
| https://charts.helm.sh/stable | redis | 10.5.6 |
| https://feast-helm-charts.storage.googleapis.com | feature-server(feature-server) | 0.23.0 |
| https://feast-helm-charts.storage.googleapis.com | transformation-service(transformation-service) | 0.23.0 |

## Values

Expand Down
2 changes: 0 additions & 2 deletions infra/charts/feast/README.md.gotmpl
Original file line number Diff line number Diff line change
@@ -1,7 +1,5 @@
# Feast Helm Charts

> :warning: **Disclaimer**: Since Feast 0.10 our vision is to manage all infrastructure for feature store from one place - Feast SDK. But while this new paradigm is still in development, we are planning to support the installation of some Feast components (like Java feature server) through Helm chart presented in this repository. However, we do not expect helm chart to become a long-term solution for deploying Feast components to production, and some frictions still might exist. For example, you will need to manually sync some configurations from [feature_store.yaml](https://docs.feast.dev/reference/feature-repository/feature-store-yaml) into the chart context (like path to the registry file or project name).

This repo contains Helm charts for Feast components that are being installed on Kubernetes:
* Feast (root chart): The complete Helm chart containing all Feast components and dependencies. Most users will use this chart, but can selectively enable/disable subcharts using the values.yaml file.
* [Feature Server](charts/feature-server): High performant JVM-based implementation of feature server.
Expand Down
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