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helm-feast-python-server add feast-python-server helm chart (#2177)
Signed-off-by: Michelle Rascati <michelle.rascati@sailpoint.com>
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# 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/ |
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apiVersion: v2 | ||
name: feast-python-server | ||
description: Feast Feature Server in Python | ||
type: application | ||
version: 0.1.0 | ||
keywords: | ||
- machine learning | ||
- big data | ||
- mlops | ||
home: https://feast.dev/ | ||
sources: | ||
- https://github.com/feast-dev/feast |
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# feast-python-server | ||
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![Version: 0.1.0](https://img.shields.io/badge/Version-0.1.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) | ||
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Feast Feature Server in Python | ||
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**Homepage:** <https://feast.dev/> | ||
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## Source Code | ||
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* <https://github.com/feast-dev/feast> | ||
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## Values | ||
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| 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 | `[]` | | | ||
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---------------------------------------------- | ||
Autogenerated from chart metadata using [helm-docs v1.5.0](https://github.com/norwoodj/helm-docs/releases/v1.5.0) | ||
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Docker repository and tag are required. Helm install example: | ||
``` | ||
helm install feast-python-server . --set image.repository=REPO --set image.tag=TAG | ||
``` | ||
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Deployment assumes that `feature_store.yaml` exists on docker image. Example docker image: | ||
``` | ||
FROM python:3.7 | ||
RUN apt update && \ | ||
apt install -y jq | ||
RUN pip install pip --upgrade | ||
RUN pip install feast | ||
COPY feature_store.yaml /feature_store.yaml | ||
``` | ||
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Make sure that you have enabled the flags for the python server. Example `feature_store.yaml`: | ||
``` | ||
project: feature_repo | ||
registry: data/registry.db | ||
provider: local | ||
online_store: | ||
path: data/online_store.db | ||
flags: | ||
alpha_features: true | ||
python_feature_server: true | ||
``` |
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{{/* vim: set filetype=mustache: */}} | ||
{{/* | ||
Expand the name of the chart. | ||
*/}} | ||
{{- define "feast-python-server.name" -}} | ||
{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
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 "feast-python-server.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 }} | ||
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{{/* | ||
Create chart name and version as used by the chart label. | ||
*/}} | ||
{{- define "feast-python-server.chart" -}} | ||
{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
Common labels | ||
*/}} | ||
{{- define "feast-python-server.labels" -}} | ||
helm.sh/chart: {{ include "feast-python-server.chart" . }} | ||
{{ include "feast-python-server.selectorLabels" . }} | ||
{{- if .Chart.AppVersion }} | ||
app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} | ||
{{- end }} | ||
app.kubernetes.io/managed-by: {{ .Release.Service }} | ||
{{- end }} | ||
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{{/* | ||
Selector labels | ||
*/}} | ||
{{- define "feast-python-server.selectorLabels" -}} | ||
app.kubernetes.io/name: {{ include "feast-python-server.name" . }} | ||
app.kubernetes.io/instance: {{ .Release.Name }} | ||
{{- end }} |
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infra/charts/feast-python-server/templates/deployment.yaml
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apiVersion: apps/v1 | ||
kind: Deployment | ||
metadata: | ||
name: {{ include "feast-python-server.fullname" . }} | ||
labels: | ||
{{- include "feast-python-server.labels" . | nindent 4 }} | ||
spec: | ||
replicas: {{ .Values.replicaCount }} | ||
selector: | ||
matchLabels: | ||
{{- include "feast-python-server.selectorLabels" . | nindent 6 }} | ||
template: | ||
metadata: | ||
{{- with .Values.podAnnotations }} | ||
annotations: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
labels: | ||
{{- include "feast-python-server.selectorLabels" . | nindent 8 }} | ||
spec: | ||
{{- with .Values.imagePullSecrets }} | ||
imagePullSecrets: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
securityContext: | ||
{{- toYaml .Values.podSecurityContext | nindent 8 }} | ||
containers: | ||
- name: {{ .Chart.Name }} | ||
securityContext: | ||
{{- toYaml .Values.securityContext | nindent 12 }} | ||
image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}" | ||
imagePullPolicy: {{ .Values.image.pullPolicy }} | ||
command: ["feast", "serve", "-h", "0.0.0.0"] | ||
ports: | ||
- name: http | ||
containerPort: 6566 | ||
protocol: TCP | ||
livenessProbe: | ||
tcpSocket: | ||
port: http | ||
initialDelaySeconds: {{ .Values.livenessProbe.initialDelaySeconds }} | ||
periodSeconds: {{ .Values.livenessProbe.periodSeconds }} | ||
readinessProbe: | ||
tcpSocket: | ||
port: http | ||
initialDelaySeconds: {{ .Values.readinessProbe.initialDelaySeconds }} | ||
periodSeconds: {{ .Values.readinessProbe.periodSeconds }} | ||
resources: | ||
{{- toYaml .Values.resources | nindent 12 }} | ||
{{- with .Values.nodeSelector }} | ||
nodeSelector: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
{{- with .Values.affinity }} | ||
affinity: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
{{- with .Values.tolerations }} | ||
tolerations: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} |
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apiVersion: v1 | ||
kind: Service | ||
metadata: | ||
name: {{ include "feast-python-server.name" . }} | ||
labels: | ||
{{- include "feast-python-server.labels" . | nindent 4 }} | ||
spec: | ||
type: {{ .Values.service.type }} | ||
ports: | ||
- port: {{ .Values.service.port }} | ||
targetPort: http | ||
protocol: TCP | ||
name: http | ||
selector: | ||
{{- include "feast-python-server.selectorLabels" . | nindent 4 }} |
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# Default values for feast. | ||
# This is a YAML-formatted file. | ||
# Declare variables to be passed into your templates. | ||
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replicaCount: 1 | ||
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image: | ||
repository: "" | ||
pullPolicy: IfNotPresent | ||
tag: "" | ||
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imagePullSecrets: [] | ||
nameOverride: "" | ||
fullnameOverride: "" | ||
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podAnnotations: {} | ||
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podSecurityContext: {} | ||
# fsGroup: 2000 | ||
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securityContext: {} | ||
# capabilities: | ||
# drop: | ||
# - ALL | ||
# readOnlyRootFilesystem: true | ||
# runAsNonRoot: true | ||
# runAsUser: 1000 | ||
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service: | ||
type: ClusterIP | ||
port: 80 | ||
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resources: {} | ||
# We usually recommend not to specify default resources and to leave this as a conscious | ||
# choice for the user. This also increases chances charts run on environments with little | ||
# resources, such as Minikube. If you do want to specify resources, uncomment the following | ||
# lines, adjust them as necessary, and remove the curly braces after 'resources:'. | ||
# limits: | ||
# cpu: 100m | ||
# memory: 128Mi | ||
# requests: | ||
# cpu: 100m | ||
# memory: 128Mi | ||
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nodeSelector: {} | ||
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tolerations: [] | ||
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affinity: {} | ||
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livenessProbe: | ||
initialDelaySeconds: 30 | ||
periodSeconds: 30 | ||
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readinessProbe: | ||
initialDelaySeconds: 20 | ||
periodSeconds: 10 |