Add extra packages (#72)

* Added: extra python packages

* Changed: chart version

.github/helm-docs.sh

@@ -0,0 +1,12 @@
+#!/bin/bash
+
+CHART_DIRS="$(git diff --find-renames --name-only "$(git rev-parse --abbrev-ref HEAD)" remotes/origin/main -- 'charts' | grep '[cC]hart.yaml' | sed -e 's#/[Cc]hart.yaml##g')"
+HELM_DOCS_VERSION="1.10.0"
+
+curl --silent --show-error --fail --location --output /tmp/helm-docs.tar.gz https://github.com/norwoodj/helm-docs/releases/download/v"${HELM_DOCS_VERSION}"/helm-docs_"${HELM_DOCS_VERSION}"_Linux_x86_64.tar.gz
+tar -xf /tmp/helm-docs.tar.gz helm-docs
+
+for CHART_DIR in ${CHART_DIRS}; do
+  ./helm-docs -c ${CHART_DIR}
+  git diff --exit-code
+done

.github/workflows/ci.yaml

@@ -0,0 +1,49 @@
+name: Lint and Test Charts
+
+on:
+  pull_request:
+    paths:
+      - 'charts/**'
+
+jobs:
+  lint-docs:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v1
+      - name: Run helm-docs
+        run: .github/helm-docs.sh
+  install-chart:
+    name: install-chart
+    runs-on: ubuntu-latest
+    needs:
+      - lint-docs
+    strategy:
+      matrix:
+        k8s:
+          - v1.21.2
+          - v1.22.1
+          - v1.23.0
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v1
+      - name: Create kind ${{ matrix.k8s }} cluster
+        uses: helm/kind-action@v1.1.0
+        with:
+          version: v0.11.1
+          node_image: kindest/node:${{ matrix.k8s }}
+      - name: Set up chart-testing
+        uses: helm/chart-testing-action@v2.0.1
+      - name: Add bitnami repo
+        run: helm repo add bitnami https://charts.bitnami.com/bitnami
+      - name: Add elastic repo
+        run: helm repo add elastic https://helm.elastic.co
+      - name: Run chart-testing (list-changed)
+        id: list-changed
+        run: |
+          changed=$(ct list-changed --chart-dirs=charts --target-branch=main)
+          if [[ -n "$changed" ]]; then
+            echo "::set-output name=changed::true"
+          fi
+      - name: Run chart-testing (lint and install)
+        run: ct lint-and-install --chart-dirs=charts --target-branch=main --helm-extra-args="--timeout=15m" --debug=true

.github/workflows/release.yaml

@@ -0,0 +1,29 @@
+name: Release Charts
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - 'charts/**'
+
+jobs:
+  release:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v1
+      - name: Add bitnami repo
+        run: helm repo add bitnami https://charts.bitnami.com/bitnami
+      - name: Add elastic repo
+        run: helm repo add elastic https://helm.elastic.co
+      - name: Configure Git
+        run: |
+          git config user.name "$GITHUB_ACTOR"
+          git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
+      - name: Run chart-releaser
+        uses: helm/chart-releaser-action@v1.2.1
+        env:
+          CR_TOKEN: '${{ secrets.CR_TOKEN }}'
+        with:
+          charts_dir: charts

CONTRIBUTING.md

@@ -0,0 +1,60 @@
+# Guidelines for Contributing
+
+:+1::tada: Firstly, we thank you for taking the time to contribute! :tada::+1:
+
+Contribution comes in many forms:
+* Reporting [issues](https://github.com/allegroai/clearml-helm-charts/issues) you've come upon
+* Participating in issue discussions in the [issue tracker](https://github.com/allegroai/clearml-helm-charts/issues) and the [ClearML community slack space](https://join.slack.com/t/allegroai-trains/shared_invite/enQtOTQyMTI1MzQxMzE4LTY5NTUxOTY1NmQ1MzQ5MjRhMGRhZmM4ODE5NTNjMTg2NTBlZGQzZGVkMWU3ZDg1MGE1MjQxNDEzMWU2NmVjZmY)
+* Suggesting new features or enhancements
+* Implementing new features or fixing outstanding issues
+
+The following is a set of guidelines for contributing to ClearML.
+These are primarily guidelines, not rules.
+Use your best judgment and feel free to propose changes to this document in a pull request.
+
+## Reporting Issues
+
+By following these guidelines, you help maintainers and the community understand your report, reproduce the behavior, and find related reports.
+
+Before reporting an issue, please check whether it already appears [here](https://github.com/allegroai/clearml-helm-charts/issues).
+If it does, join the on-going discussion instead.
+
+**Note**: If you find a **Closed** issue that may be the same issue which you are currently experiencing,
+then open a **New** issue and include a link to the original (Closed) issue in the body of your new one.
+
+When reporting an issue, please include as much detail as possible: explain the problem and include additional details to help maintainers reproduce the problem:
+
+* **Use a clear and descriptive title** for the issue to identify the problem.
+* **Describe the exact steps necessary to reproduce the problem** in as much detail as possible. Please do not just summarize what you did. Make sure to explain how you did it.
+* **Provide the specific environment setup.** Include the `pip freeze` output, specific environment variables, Python version, and other relevant information.
+* **Provide specific examples to demonstrate the steps.** Include links to files or GitHub projects, or copy/paste snippets which you use in those examples.
+* **If you are reporting any  ClearML crash,** include a crash report with a stack trace from the operating system. Make sure to add the crash report in the issue and place it in a [code block](https://help.github.com/en/articles/getting-started-with-writing-and-formatting-on-github#multiple-lines),
+a [file attachment](https://help.github.com/articles/file-attachments-on-issues-and-pull-requests/), or just put it in a [gist](https://gist.github.com/) (and provide link to that gist).
+* **Describe the behavior you observed after following the steps** and the exact problem with that behavior.
+* **Explain which behavior you expected to see and why.**
+* **For Web-App issues, please include screenshots and animated GIFs** which recreate the described steps and clearly demonstrate the problem. You can use [LICEcap](https://www.cockos.com/licecap/) to record GIFs on macOS and Windows, and [silentcast](https://github.com/colinkeenan/silentcast) or [byzanz](https://github.com/threedaymonk/byzanz) on Linux.
+
+## Suggesting New Features and Enhancements
+
+By following these guidelines, you help maintainers and the community understand your suggestion and find related suggestions.
+
+Enhancement suggestions are tracked as GitHub issues. After you determine which repository your enhancement suggestion is related to, create an issue on that repository and provide the following:
+
+* **A clear and descriptive title** for the issue to identify the suggestion.
+* **A step-by-step description of the suggested enhancement** in as much detail as possible.
+* **Specific examples to demonstrate the steps.** Include copy/pasteable snippets which you use in those examples as [Markdown code blocks](https://help.github.com/articles/markdown-basics/#multiple-lines).
+* **Describe the current behavior and explain which behavior you expected to see instead and why.**
+* **Include screenshots or animated GIFs** which help you demonstrate the steps or point out the part of ClearML which the suggestion is related to. You can use [LICEcap](https://www.cockos.com/licecap/) to record GIFs on macOS and Windows, and [silentcast](https://github.com/colinkeenan/silentcast) or [byzanz](https://github.com/threedaymonk/byzanz) on Linux.
+
+## Pull Requests
+
+Before you submit a new PR:
+
+* Verify the work you plan to merge addresses an existing [issue](https://github.com/allegroai/clearml-helm-charts/issues) (If not, open a new one)
+* Check related discussions in the [ClearML slack community](https://join.slack.com/t/allegroai-trains/shared_invite/enQtOTQyMTI1MzQxMzE4LTY5NTUxOTY1NmQ1MzQ5MjRhMGRhZmM4ODE5NTNjMTg2NTBlZGQzZGVkMWU3ZDg1MGE1MjQxNDEzMWU2NmVjZmY) (Or start your own discussion on the `#clearml-dev` channel)
+* Make sure your code conforms to the ClearML coding standards by running:  
+  `flake8 --max-line-length=120 --statistics --show-source --extend-ignore=E501 ./clearml*`
+
+In your PR include:
+* A reference to the issue it addresses
+* A brief description of the approach you've taken for implementing

README.md

@@ -1 +1,83 @@
-# clearml-helm-charts
+# ClearML Helm Charts Library for Kubernetes
+
+##  Auto-Magical Experiment Manager & Version Control for AI
+
+Helm charts provided by [Allegro AI](https://clear.ml), ready to launch on Kubernetes using [Kubernetes Helm](https://github.com/helm/helm).
+
+## Introduction
+
+The **clearml-server** is the backend service infrastructure for [ClearML](https://github.com/allegroai/clearml).
+It allows multiple users to collaborate and manage their experiments.
+By default, **ClearML** is set up to work with the **ClearML** demo server, which is open to anyone and resets periodically. 
+In order to host your own server, you will need to install **clearml-server** and point **ClearML** to it.
+
+**clearml-server** contains the following components:
+
+* The **ClearML** Web-App, a single-page UI for experiment management and browsing
+* RESTful API for:
+    * Documenting and logging experiment information, statistics and results
+    * Querying experiments history, logs and results
+* Locally-hosted file server for storing images and models making them easily accessible using the Web-App
+
+Use this repository to deploy **clearml-server** on Kubernetes clusters.
+
+## Provided in this repository
+
+### [All around Helm Chart](https://github.com/allegroai/clearml-helm-charts/tree/main/charts/clearml)
+
+## Who We Are
+
+ClearML is supported by the team behind *allegro.ai*,
+where we build deep learning pipelines and infrastructure for enterprise companies.
+
+We built ClearML to track and control the glorious but messy process of training production-grade deep learning models.
+We are committed to vigorously supporting and expanding the capabilities of ClearML.
+
+We promise to always be backwardly compatible, making sure all your logs, data and pipelines 
+will always upgrade with you.
+
+## License
+
+Server Side Public License, Version 1 (see the [LICENSE](https://en.wikipedia.org/wiki/Server_Side_Public_License) for more information)
+
+## Requirements
+
+### Setup a Kubernetes Cluster
+
+For setting up Kubernetes on various platforms refer to the Kubernetes [getting started guide](http://kubernetes.io/docs/getting-started-guides/).
+
+### Setup a single node LOCAL Kubernetes on laptop/desktop
+
+For setting up Kubernetes on your laptop/desktop we suggest [kind](https://kind.sigs.k8s.io).
+
+### Install Helm
+
+Helm is a tool for managing Kubernetes charts. Charts are packages of pre-configured Kubernetes resources.
+
+To install Helm, refer to the [Helm install guide](https://github.com/helm/helm#install) and ensure that the `helm` binary is in the `PATH` of your shell.
+
+## Usage
+
+```bash
+$ helm repo add allegroai https://allegroai.github.io/clearml-helm-charts
+$ helm repo update
+$ helm search repo allegroai
+$ helm install <release-name> allegroai/<chart>
+```
+
+## Documentation, Community & Support
+
+More information in the [official documentation](https://allegro.ai/clearml/docs) and [on YouTube](https://www.youtube.com/c/ClearML).
+
+If you have any questions: post on our [Slack Channel](https://join.slack.com/t/clearml/shared_invite/zt-c0t13pty-aVUZZW1TSSSg2vyIGVPBhg), or tag your questions on [stackoverflow](https://stackoverflow.com/questions/tagged/clearml) with '**[clearml](https://stackoverflow.com/questions/tagged/clearml)**' tag (*previously [trains](https://stackoverflow.com/questions/tagged/trains) tag*).
+
+For feature requests or bug reports, please use [GitHub issues](https://github.com/allegroai/clearml-helm-charts/issues).
+
+Additionally, you can always find us at *clearml@allegro.ai*
+
+## Contributing
+
+**PRs are always welcomed** :heart: See more details in the ClearML [Guidelines for Contributing](https://github.com/allegroai/clearml-helm-charts/blob/main/CONTRIBUTING.md).
+
+
+_May the force (and the goddess of learning rates) be with you!_

charts/clearml-serving/.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/

charts/clearml-serving/Chart.yaml

@@ -0,0 +1,16 @@
+apiVersion: v2
+name: clearml-serving
+description: ClearML Serving Helm Chart
+type: application
+version: 0.2.0
+appVersion: "0.9.0"
+maintainers:
+  - name: valeriano-manassero
+    url: https://github.com/valeriano-manassero
+  - name: stefano-cherchi
+    url: https://github.com/stefano-cherchi
+keywords:
+  - clearml
+  - "machine learning"
+  - mlops
+  - "model serving"

charts/clearml-serving/README.md

@@ -0,0 +1,62 @@
+# clearml-serving
+
+![Version: 0.2.0](https://img.shields.io/badge/Version-0.2.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 0.9.0](https://img.shields.io/badge/AppVersion-0.9.0-informational?style=flat-square)
+
+ClearML Serving Helm Chart
+
+## Maintainers
+
+| Name | Email | Url |
+| ---- | ------ | --- |
+| valeriano-manassero |  | <https://github.com/valeriano-manassero> |
+| stefano-cherchi |  | <https://github.com/stefano-cherchi> |
+
+## Values
+
+| Key | Type | Default | Description |
+|-----|------|---------|-------------|
+| alertmanager.affinity | object | `{}` |  |
+| alertmanager.image | string | `"prom/alertmanager:v0.23.0"` |  |
+| alertmanager.nodeSelector | object | `{}` |  |
+| alertmanager.resources | object | `{}` |  |
+| alertmanager.tolerations | list | `[]` |  |
+| clearml.apiAccessKey | string | `"ClearML API Access Key"` |  |
+| clearml.apiHost | string | `"http://clearml-server-apiserver:8008"` |  |
+| clearml.apiSecretKey | string | `"ClearML API Secret Key"` |  |
+| clearml.extraPythonPackages | list | `[]` | Extra Python Packages to be installed in running pods |
+| clearml.filesHost | string | `"http://clearml-server-fileserver:8081"` |  |
+| clearml.servingTaskId | string | `"ClearML Serving Task ID"` |  |
+| clearml.webHost | string | `"http://clearml-server-webserver:80"` |  |
+| clearml_serving_inference.affinity | object | `{}` |  |
+| clearml_serving_inference.image | string | `"allegroai/clearml-serving-inference"` |  |
+| clearml_serving_inference.nodeSelector | object | `{}` |  |
+| clearml_serving_inference.resources | object | `{}` |  |
+| clearml_serving_inference.tolerations | list | `[]` |  |
+| clearml_serving_statistics.affinity | object | `{}` |  |
+| clearml_serving_statistics.image | string | `"allegroai/clearml-serving-statistics"` |  |
+| clearml_serving_statistics.nodeSelector | object | `{}` |  |
+| clearml_serving_statistics.resources | object | `{}` |  |
+| clearml_serving_statistics.tolerations | list | `[]` |  |
+| grafana.affinity | object | `{}` |  |
+| grafana.image | string | `"grafana/grafana:8.4.4-ubuntu"` |  |
+| grafana.nodeSelector | object | `{}` |  |
+| grafana.resources | object | `{}` |  |
+| grafana.tolerations | list | `[]` |  |
+| kafka.affinity | object | `{}` |  |
+| kafka.image | string | `"bitnami/kafka:3.1.0"` |  |
+| kafka.nodeSelector | object | `{}` |  |
+| kafka.resources | object | `{}` |  |
+| kafka.tolerations | list | `[]` |  |
+| prometheus.affinity | object | `{}` |  |
+| prometheus.image | string | `"prom/prometheus:v2.34.0"` |  |
+| prometheus.nodeSelector | object | `{}` |  |
+| prometheus.resources | object | `{}` |  |
+| prometheus.tolerations | list | `[]` |  |
+| zookeeper.affinity | object | `{}` |  |
+| zookeeper.image | string | `"bitnami/zookeeper:3.7.0"` |  |
+| zookeeper.nodeSelector | object | `{}` |  |
+| zookeeper.resources | object | `{}` |  |
+| zookeeper.tolerations | list | `[]` |  |
+
+----------------------------------------------
+Autogenerated from chart metadata using [helm-docs v1.10.0](https://github.com/norwoodj/helm-docs/releases/v1.10.0)

charts/clearml-serving/templates/_helpers.tpl

@@ -0,0 +1,62 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "clearml-serving.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 "clearml-serving.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 "clearml-serving.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "clearml-serving.labels" -}}
+helm.sh/chart: {{ include "clearml-serving.chart" . }}
+{{ include "clearml-serving.selectorLabels" . }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end }}
+
+{{/*
+Selector labels
+*/}}
+{{- define "clearml-serving.selectorLabels" -}}
+app.kubernetes.io/name: {{ include "clearml-serving.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
+
+{{/*
+Create the name of the service account to use
+*/}}
+{{- define "clearml-serving.serviceAccountName" -}}
+{{- if .Values.serviceAccount.create }}
+{{- default (include "clearml-serving.fullname" .) .Values.serviceAccount.name }}
+{{- else }}
+{{- default "default" .Values.serviceAccount.name }}
+{{- end }}
+{{- end }}

charts/clearml-serving/templates/alertmanager-deployment.yaml

@@ -0,0 +1,28 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: alertmanager
+  name: alertmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: alertmanager
+  strategy: {}
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: alertmanager
+    spec:
+      containers:
+        - image: {{ .Values.alertmanager.image }}
+          name: clearml-serving-alertmanager
+          ports:
+            - containerPort: 9093
+          resources: {}
+      restartPolicy: Always
+status: {}

charts/clearml-serving/templates/alertmanager-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: alertmanager
+  name: clearml-serving-alertmanager
+spec:
+  ports:
+    - name: "9093"
+      port: 9093
+      targetPort: 9093
+  selector:
+    clearml.serving.service: alertmanager
+status:
+  loadBalancer: {}

charts/clearml-serving/templates/clearml-serving-backend-networkpolicy.yaml

@@ -0,0 +1,13 @@
+apiVersion: networking.k8s.io/v1
+kind: NetworkPolicy
+metadata:
+  name: clearml-serving-backend
+spec:
+  ingress:
+    - from:
+        - podSelector:
+            matchLabels:
+              clearml.serving.network/clearml-serving-backend: "true"
+  podSelector:
+    matchLabels:
+      clearml.serving.network/clearml-serving-backend: "true"

charts/clearml-serving/templates/clearml-serving-inference-deployment.yaml

@@ -0,0 +1,59 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: clearml-serving-inference
+  name: clearml-serving-inference
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: clearml-serving-inference
+  strategy: {}
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: clearml-serving-inference
+    spec:
+      containers:
+        - env:
+            - name: CLEARML_API_ACCESS_KEY
+              value: "{{ .Values.clearml.apiAccessKey }}"
+            - name: CLEARML_API_SECRET_KEY
+              value: "{{ .Values.clearml.apiSecretKey }}"
+            - name: CLEARML_API_HOST
+              value: "{{ .Values.clearml.apiHost }}"
+            - name: CLEARML_FILES_HOST
+              value: "{{ .Values.clearml.filesHost }}"
+            - name: CLEARML_WEB_HOST
+              value: "{{ .Values.clearml.webHost }}"
+            - name: CLEARML_DEFAULT_KAFKA_SERVE_URL
+              value: clearml-serving-kafka:9092
+            - name: CLEARML_SERVING_POLL_FREQ
+              value: "1.0"
+            - name: CLEARML_DEFAULT_BASE_SERVE_URL
+              value: http://127.0.0.1:8080/serve
+            - name: CLEARML_DEFAULT_TRITON_GRPC_ADDR
+              value: ""
+            - name: CLEARML_SERVING_NUM_PROCESS
+              value: "2"
+            - name: CLEARML_SERVING_PORT
+              value: "8080"
+            - name: CLEARML_SERVING_TASK_ID
+              value: "{{ .Values.clearml.servingTaskId }}"
+            - name: CLEARML_USE_GUNICORN
+              value: "true"
+            {{- if .Values.clearml.extraPythonPackages }}
+            - name: EXTRA_PYTHON_PACKAGES
+              value: '{{ join " " .Values.clearml.extraPythonPackages }}'
+            {{- end }}
+          image: "{{ .Values.clearml_serving_inference.image }}:{{ .Chart.AppVersion }}"
+          name: clearml-serving-inference
+          ports:
+            - containerPort: 8080
+          resources: {}
+      restartPolicy: Always
+status: {}

charts/clearml-serving/templates/clearml-serving-inference-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: clearml-serving-inference
+  name: clearml-serving-inference
+spec:
+  ports:
+    - name: "8080"
+      port: 8080
+      targetPort: 8080
+  selector:
+    clearml.serving.service: clearml-serving-inference
+status:
+  loadBalancer: {}

charts/clearml-serving/templates/clearml-serving-statistics-deployment.yaml

@@ -0,0 +1,49 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: clearml-serving-statistics
+  name: clearml-serving-statistics
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: clearml-serving-statistics
+  strategy: {}
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: clearml-serving-statistics
+    spec:
+      containers:
+        - env:
+            - name: CLEARML_API_ACCESS_KEY
+              value: "{{ .Values.clearml.apiAccessKey }}"
+            - name: CLEARML_API_SECRET_KEY
+              value: "{{ .Values.clearml.apiSecretKey }}"
+            - name: CLEARML_API_HOST
+              value: "{{ .Values.clearml.apiHost }}"
+            - name: CLEARML_FILES_HOST
+              value: "{{ .Values.clearml.filesHost }}"
+            - name: CLEARML_WEB_HOST
+              value: "{{ .Values.clearml.webHost }}"
+            - name: CLEARML_DEFAULT_KAFKA_SERVE_URL
+              value: clearml-serving-kafka:9092
+            - name: CLEARML_SERVING_POLL_FREQ
+              value: "1.0"
+            - name: CLEARML_SERVING_TASK_ID
+              value: "{{ .Values.clearml.servingTaskId }}"
+            {{- if .Values.clearml.extraPythonPackages }}
+            - name: EXTRA_PYTHON_PACKAGES
+              value: '{{ join " " .Values.clearml.extraPythonPackages }}'
+            {{- end }}
+          image: "{{ .Values.clearml_serving_statistics.image }}:{{ .Chart.AppVersion }}"
+          name: clearml-serving-statistics
+          ports:
+            - containerPort: 9999
+          resources: {}
+      restartPolicy: Always
+status: {}

charts/clearml-serving/templates/clearml-serving-statistics-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: clearml-serving-statistics
+  name: clearml-serving-statistics
+spec:
+  ports:
+    - name: "9999"
+      port: 9999
+      targetPort: 9999
+  selector:
+    clearml.serving.service: clearml-serving-statistics
+status:
+  loadBalancer: {}

charts/clearml-serving/templates/grafana-config-secret.yaml

@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: grafana-config
+stringData:
+  datasource.yaml: |-
+    apiVersion: 1
+
+    datasources:
+      - name: Prometheus
+        type: prometheus
+        # Access mode - proxy (server in the UI) or direct (browser in the UI).
+        access: proxy
+        url: http://clearml-serving-prometheus:9090

charts/clearml-serving/templates/grafana-deployment.yaml

@@ -0,0 +1,36 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: grafana
+  name: grafana
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: grafana
+  strategy:
+    type: Recreate
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: grafana
+    spec:
+      containers:
+        - image: {{ .Values.grafana.image }}
+          name: clearml-serving-grafana
+          ports:
+            - containerPort: 3000
+          resources: {}
+          volumeMounts:
+            - mountPath: /etc/grafana/provisioning/datasources/
+              name: grafana-conf
+      restartPolicy: Always
+      volumes:
+        - name: grafana-conf
+          secret:
+            secretName: grafana-config
+status: {}

charts/clearml-serving/templates/grafana-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: grafana
+  name: clearml-serving-grafana
+spec:
+  ports:
+    - name: "3000"
+      port: 3000
+      targetPort: 3000
+  selector:
+    clearml.serving.service: grafana
+status:
+  loadBalancer: {}

charts/clearml-serving/templates/kafka-deployment.yaml

@@ -0,0 +1,41 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: kafka
+  name: kafka
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: kafka
+  strategy: {}
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: kafka
+    spec:
+      containers:
+        - env:
+            - name: ALLOW_PLAINTEXT_LISTENER
+              value: "yes"
+            - name: KAFKA_BROKER_ID
+              value: "1"
+            - name: KAFKA_CFG_ADVERTISED_LISTENERS
+              value: PLAINTEXT://clearml-serving-kafka:9092
+            - name: KAFKA_CFG_LISTENERS
+              value: PLAINTEXT://0.0.0.0:9092
+            - name: KAFKA_CFG_ZOOKEEPER_CONNECT
+              value: clearml-serving-zookeeper:2181
+            - name: KAFKA_CREATE_TOPICS
+              value: '"topic_test:1:1"'
+          image: {{ .Values.kafka.image }}
+          name: clearml-serving-kafka
+          ports:
+            - containerPort: 9092
+          resources: {}
+      restartPolicy: Always
+status: {}

charts/clearml-serving/templates/kafka-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: kafka
+  name: clearml-serving-kafka
+spec:
+  ports:
+    - name: "9092"
+      port: 9092
+      targetPort: 9092
+  selector:
+    clearml.serving.service: kafka
+status:
+  loadBalancer: {}

charts/clearml-serving/templates/prometheus-config-secret.yaml

@@ -0,0 +1,28 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: prometheus-config
+stringData:
+  prometheus.yml: |-
+    global:
+      scrape_interval:     "15s" # By default, scrape targets every 15 seconds.
+      evaluation_interval:     15s # By default, scrape targets every 15 seconds.
+      external_labels:
+        monitor: 'clearml-serving'
+
+    scrape_configs:
+      # The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.
+      - job_name: 'prometheus'
+
+        scrape_interval: 5s
+
+        static_configs:
+          - targets: ['localhost:9090']
+
+      # The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.
+      - job_name: 'clearml-inference-stats'
+
+        scrape_interval: 5s
+
+        static_configs:
+          - targets: ['clearml-serving-statistics:9999']

charts/clearml-serving/templates/prometheus-deployment.yaml

@@ -0,0 +1,43 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: prometheus
+  name: prometheus
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: prometheus
+  strategy:
+    type: Recreate
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: prometheus
+    spec:
+      containers:
+        - args:
+            - --config.file=/mnt/prometheus.yml
+            - --storage.tsdb.path=/prometheus
+            - --web.console.libraries=/etc/prometheus/console_libraries
+            - --web.console.templates=/etc/prometheus/consoles
+            - --storage.tsdb.retention.time=200h
+            - --web.enable-lifecycle
+          image: {{ .Values.prometheus.image }}
+          name: clearml-serving-prometheus
+          ports:
+            - containerPort: 9090
+          resources: {}
+          volumeMounts:
+            - mountPath: /mnt
+              name: prometheus-conf
+      restartPolicy: Always
+      volumes:
+        - name: prometheus-conf
+          secret:
+            secretName: prometheus-config
+status: {}

charts/clearml-serving/templates/prometheus-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: prometheus
+  name: clearml-serving-prometheus
+spec:
+  ports:
+    - name: "9090"
+      port: 9090
+      targetPort: 9090
+  selector:
+    clearml.serving.service: prometheus
+status:
+  loadBalancer: {}

charts/clearml-serving/templates/zookeeper-deployment.yaml

@@ -0,0 +1,31 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: zookeeper
+  name: zookeeper
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      clearml.serving.service: zookeeper
+  strategy: {}
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        clearml.serving.network/clearml-serving-backend: "true"
+        clearml.serving.service: zookeeper
+    spec:
+      containers:
+        - env:
+            - name: ALLOW_ANONYMOUS_LOGIN
+              value: "yes"
+          image: {{ .Values.zookeeper.image }}
+          name: clearml-serving-zookeeper
+          ports:
+            - containerPort: 2181
+          resources: {}
+      restartPolicy: Always
+status: {}

charts/clearml-serving/templates/zookeeper-service.yaml

@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations: {}
+  labels:
+    clearml.serving.service: zookeeper
+  name: clearml-serving-zookeeper
+spec:
+  ports:
+    - name: "2181"
+      port: 2181
+      targetPort: 2181
+  selector:
+    clearml.serving.service: zookeeper
+status:
+  loadBalancer: {}

charts/clearml-serving/values.yaml

@@ -0,0 +1,63 @@
+# Default values for clearml-serving.
+
+clearml:
+  apiAccessKey: "ClearML API Access Key"
+  apiSecretKey: "ClearML API Secret Key"
+  apiHost: http://clearml-server-apiserver:8008
+  filesHost: http://clearml-server-fileserver:8081
+  webHost: http://clearml-server-webserver:80
+  servingTaskId: "ClearML Serving Task ID"
+
+  # -- Extra Python Packages to be installed in running pods
+  extraPythonPackages: []
+#    - numpy==1.22.4
+#    - pandas==1.4.2
+
+zookeeper:
+  image: bitnami/zookeeper:3.7.0
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}
+
+kafka:
+  image: bitnami/kafka:3.1.0
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}
+
+prometheus:
+  image: prom/prometheus:v2.34.0
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}
+
+grafana:
+  image: grafana/grafana:8.4.4-ubuntu
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}
+
+alertmanager:
+  image: prom/alertmanager:v0.23.0
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}
+
+clearml_serving_statistics:
+  image: allegroai/clearml-serving-statistics
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}
+
+clearml_serving_inference:
+  image: allegroai/clearml-serving-inference
+  nodeSelector: {}
+  tolerations: []
+  affinity: {}
+  resources: {}

charts/clearml/.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/

charts/clearml/Chart.lock

@@ -0,0 +1,12 @@
+dependencies:
+- name: redis
+  repository: https://charts.bitnami.com/bitnami
+  version: 10.9.0
+- name: mongodb
+  repository: https://charts.bitnami.com/bitnami
+  version: 10.3.4
+- name: elasticsearch
+  repository: https://helm.elastic.co
+  version: 7.16.2
+digest: sha256:ac733cb02d50e8398c1d2832988333896f1c7b765c19a0f1eea5e9b24bdb8207
+generated: "2022-01-05T07:52:34.913745+01:00"

charts/clearml/Chart.yaml

@@ -0,0 +1,31 @@
+apiVersion: v2
+name: clearml
+description: MLOps platform
+type: application
+version: "3.10.2"
+appVersion: "1.4.0"
+home: https://clear.ml
+icon: https://raw.githubusercontent.com/allegroai/clearml/master/docs/clearml-logo.svg
+sources:
+  - https://github.com/allegroai/clearml-helm-charts
+  - https://github.com/allegroai/clearml
+maintainers:
+  - name: valeriano-manassero
+    url: https://github.com/valeriano-manassero
+keywords:
+  - clearml
+  - "machine learning"
+  - mlops
+dependencies:
+  - name: redis
+    version: "10.9.0"
+    repository: "https://charts.bitnami.com/bitnami"
+    condition: redis.enabled
+  - name: mongodb
+    version: "10.3.4"
+    repository: "https://charts.bitnami.com/bitnami"
+    condition: mongodb.enabled
+  - name: elasticsearch
+    version: "7.16.2"
+    repository: "https://helm.elastic.co"
+    condition: elasticsearch.enabled

charts/clearml/LICENSE

@@ -0,0 +1,557 @@
+                     Server Side Public License
+                     VERSION 1, OCTOBER 16, 2018
+
+                    Copyright © 2021 allegro.ai, Inc.
+
+  Everyone is permitted to copy and distribute verbatim copies of this
+  license document, but changing it is not allowed.
+
+                       TERMS AND CONDITIONS
+
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+
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+
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+  works, such as semiconductor masks.
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+
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+                        END OF TERMS AND CONDITIONS

charts/clearml/README.md

@@ -0,0 +1,353 @@
+# ClearML Ecosystem for Kubernetes
+
+![Version: 3.10.2](https://img.shields.io/badge/Version-3.10.2-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1.4.0](https://img.shields.io/badge/AppVersion-1.4.0-informational?style=flat-square)
+
+MLOps platform
+
+**Homepage:** <https://clear.ml>
+
+## Maintainers
+
+| Name | Email | Url |
+| ---- | ------ | --- |
+| valeriano-manassero |  | <https://github.com/valeriano-manassero> |
+
+## Introduction
+
+The **clearml-server** is the backend service infrastructure for [ClearML](https://github.com/allegroai/clearml).
+It allows multiple users to collaborate and manage their experiments.
+
+**clearml-server** contains the following components:
+
+* The ClearML Web-App, a single-page UI for experiment management and browsing
+* RESTful API for:
+    * Documenting and logging experiment information, statistics and results
+    * Querying experiments history, logs and results
+* Locally-hosted file server for storing images and models making them easily accessible using the Web-App
+
+## Local environment
+
+For development/evaluation it's possible to use [kind](https://kind.sigs.k8s.io).
+After installation, following commands will create a complete ClearML insatllation:
+
+```
+cat <<EOF | kind create cluster --config=-                                                                  ─╯
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+  extraPortMappings:
+  # API server's default nodePort is 30008. If you customize it in helm values by
+  # `apiserver.service.nodePort`, `containerPort` should match it
+  - containerPort: 30008
+    hostPort: 30008
+    listenAddress: "127.0.0.1"
+    protocol: TCP
+  # Web server's default nodePort is 30080. If you customize it in helm values by
+  # `webserver.service.nodePort`, `containerPort` should match it
+  - containerPort: 30080
+    hostPort: 30080
+    listenAddress: "127.0.0.1"
+    protocol: TCP
+  # File server's default nodePort is 30081. If you customize it in helm values by
+  # `fileserver.service.nodePort`, `containerPort` should match it
+  - containerPort: 30081
+    hostPort: 30081
+    listenAddress: "127.0.0.1"
+    protocol: TCP
+  extraMounts:
+  - hostPath: /tmp/clearml-kind/
+    containerPath: /var/local-path-provisioner
+EOF
+
+helm install clearml allegroai/clearml
+```
+
+After deployment, the services will be exposed on localhost on the following ports:
+
+* API server on `30008`
+* Web server on `30080`
+* File server on `30081`
+
+Data persisted in every Kubernetes volume by ClearML will be accessible in /tmp/clearml-kind folder on the host.
+
+## Production cluster environment
+
+In a production environment it's suggested to install an ingress controller and verify that is working correctly.
+During ClearML deployment enable `ingress` section of chart values.
+This will create 3 ingress rules:
+
+* `app.<your domain name>`
+* `files.<your domain name>`
+* `api.<your domain name>`
+
+(*for example, `app.clearml.mydomainname.com`, `files.clearml.mydomainname.com` and `api.clearml.mydomainname.com`*)
+
+Just pointing the domain records to the IP where ingress controller is responding will complete the deployment process.
+
+## Upgrades/ Values upgrades
+
+Updating to latest version of this chart can be done in two steps:
+
+```
+helm repo update
+helm upgrade clearml allegroai/clearml
+```
+
+Changing values on existing installation can be done with:
+
+```
+helm upgrade clearml allegroai/clearml --version <CURRENT CHART VERSION> -f custom_values.yaml
+```
+
+Please note: updating values only should always be done setting explicit chart version to avoid a possible chart update.
+Keeping separate updates procedures between version and values can be a good practice to seprate potential concerns.
+
+## Additional Configuration for ClearML Server
+
+You can also configure the **clearml-server** for:
+
+* fixed users (users with credentials)
+* non-responsive experiment watchdog settings
+
+For detailed instructions, see the [Optional Configuration](https://github.com/allegroai/clearml-server#optional-configuration) section in the **clearml-server** repository README file.
+
+## Source Code
+
+* <https://github.com/allegroai/clearml-helm-charts>
+* <https://github.com/allegroai/clearml>
+
+## Requirements
+
+| Repository | Name | Version |
+|------------|------|---------|
+| https://charts.bitnami.com/bitnami | mongodb | 10.3.4 |
+| https://charts.bitnami.com/bitnami | redis | 10.9.0 |
+| https://helm.elastic.co | elasticsearch | 7.16.2 |
+
+## Values
+
+| Key | Type | Default | Description |
+|-----|------|---------|-------------|
+| agentGroups.agent-group-cpu.affinity | object | `{}` |  |
+| agentGroups.agent-group-cpu.agentVersion | string | `""` |  |
+| agentGroups.agent-group-cpu.awsAccessKeyId | string | `nil` |  |
+| agentGroups.agent-group-cpu.awsDefaultRegion | string | `nil` |  |
+| agentGroups.agent-group-cpu.awsSecretAccessKey | string | `nil` |  |
+| agentGroups.agent-group-cpu.azureStorageAccount | string | `nil` |  |
+| agentGroups.agent-group-cpu.azureStorageKey | string | `nil` |  |
+| agentGroups.agent-group-cpu.clearmlAccessKey | string | `nil` |  |
+| agentGroups.agent-group-cpu.clearmlConfig | string | `"sdk {\n}"` |  |
+| agentGroups.agent-group-cpu.clearmlGitPassword | string | `nil` |  |
+| agentGroups.agent-group-cpu.clearmlGitUser | string | `nil` |  |
+| agentGroups.agent-group-cpu.clearmlSecretKey | string | `nil` |  |
+| agentGroups.agent-group-cpu.enabled | bool | `false` |  |
+| agentGroups.agent-group-cpu.image.pullPolicy | string | `"IfNotPresent"` |  |
+| agentGroups.agent-group-cpu.image.repository | string | `"ubuntu"` |  |
+| agentGroups.agent-group-cpu.image.tag | string | `"18.04"` |  |
+| agentGroups.agent-group-cpu.name | string | `"agent-group-cpu"` |  |
+| agentGroups.agent-group-cpu.nodeSelector | object | `{}` |  |
+| agentGroups.agent-group-cpu.nvidiaGpusPerAgent | int | `0` |  |
+| agentGroups.agent-group-cpu.podAnnotations | object | `{}` |  |
+| agentGroups.agent-group-cpu.queues | string | `"default"` |  |
+| agentGroups.agent-group-cpu.replicaCount | int | `1` |  |
+| agentGroups.agent-group-cpu.tolerations | list | `[]` |  |
+| agentGroups.agent-group-cpu.updateStrategy | string | `"Recreate"` |  |
+| agentGroups.agent-group-gpu.affinity | object | `{}` |  |
+| agentGroups.agent-group-gpu.agentVersion | string | `""` |  |
+| agentGroups.agent-group-gpu.awsAccessKeyId | string | `nil` |  |
+| agentGroups.agent-group-gpu.awsDefaultRegion | string | `nil` |  |
+| agentGroups.agent-group-gpu.awsSecretAccessKey | string | `nil` |  |
+| agentGroups.agent-group-gpu.azureStorageAccount | string | `nil` |  |
+| agentGroups.agent-group-gpu.azureStorageKey | string | `nil` |  |
+| agentGroups.agent-group-gpu.clearmlAccessKey | string | `nil` |  |
+| agentGroups.agent-group-gpu.clearmlConfig | string | `"sdk {\n}"` |  |
+| agentGroups.agent-group-gpu.clearmlGitPassword | string | `nil` |  |
+| agentGroups.agent-group-gpu.clearmlGitUser | string | `nil` |  |
+| agentGroups.agent-group-gpu.clearmlSecretKey | string | `nil` |  |
+| agentGroups.agent-group-gpu.enabled | bool | `false` |  |
+| agentGroups.agent-group-gpu.image.pullPolicy | string | `"IfNotPresent"` |  |
+| agentGroups.agent-group-gpu.image.repository | string | `"nvidia/cuda"` |  |
+| agentGroups.agent-group-gpu.image.tag | string | `"11.0-base-ubuntu18.04"` |  |
+| agentGroups.agent-group-gpu.name | string | `"agent-group-gpu"` |  |
+| agentGroups.agent-group-gpu.nodeSelector | object | `{}` |  |
+| agentGroups.agent-group-gpu.nvidiaGpusPerAgent | int | `1` |  |
+| agentGroups.agent-group-gpu.podAnnotations | object | `{}` |  |
+| agentGroups.agent-group-gpu.queues | string | `"default"` |  |
+| agentGroups.agent-group-gpu.replicaCount | int | `0` |  |
+| agentGroups.agent-group-gpu.tolerations | list | `[]` |  |
+| agentGroups.agent-group-gpu.updateStrategy | string | `"Recreate"` |  |
+| agentk8sglue.defaultDockerImage | string | `"nvidia/cuda:11.3.1-cudnn8-runtime-ubuntu20.04"` |  |
+| agentk8sglue.enabled | bool | `true` |  |
+| agentk8sglue.id | string | `"k8s-agent"` |  |
+| agentk8sglue.image.repository | string | `"allegroai/clearml-agent-k8s"` |  |
+| agentk8sglue.image.tag | string | `"latest"` |  |
+| agentk8sglue.maxPods | int | `10` |  |
+| agentk8sglue.podTemplate.env | list | `[]` |  |
+| agentk8sglue.podTemplate.nodeSelector | object | `{}` |  |
+| agentk8sglue.podTemplate.resources | object | `{}` |  |
+| agentk8sglue.podTemplate.tolerations | list | `[]` |  |
+| agentk8sglue.podTemplate.volumes | list | `[]` |  |
+| agentk8sglue.queue | string | `"default"` |  |
+| agentk8sglue.serviceAccountName | string | `"default"` |  |
+| agentservices.affinity | object | `{}` |  |
+| agentservices.agentVersion | string | `""` |  |
+| agentservices.awsAccessKeyId | string | `nil` |  |
+| agentservices.awsDefaultRegion | string | `nil` |  |
+| agentservices.awsSecretAccessKey | string | `nil` |  |
+| agentservices.azureStorageAccount | string | `nil` |  |
+| agentservices.azureStorageKey | string | `nil` |  |
+| agentservices.clearmlFilesHost | string | `nil` |  |
+| agentservices.clearmlGitPassword | string | `nil` |  |
+| agentservices.clearmlGitUser | string | `nil` |  |
+| agentservices.clearmlHostIp | string | `nil` |  |
+| agentservices.clearmlWebHost | string | `nil` |  |
+| agentservices.clearmlWorkerId | string | `"clearml-services"` |  |
+| agentservices.enabled | bool | `false` |  |
+| agentservices.extraEnvs | list | `[]` |  |
+| agentservices.googleCredentials | string | `nil` |  |
+| agentservices.image.pullPolicy | string | `"IfNotPresent"` |  |
+| agentservices.image.repository | string | `"allegroai/clearml-agent-services"` |  |
+| agentservices.image.tag | string | `"latest"` |  |
+| agentservices.nodeSelector | object | `{}` |  |
+| agentservices.podAnnotations | object | `{}` |  |
+| agentservices.replicaCount | int | `1` |  |
+| agentservices.resources | object | `{}` |  |
+| agentservices.storage.data.class | string | `""` |  |
+| agentservices.storage.data.size | string | `"50Gi"` |  |
+| agentservices.tolerations | list | `[]` |  |
+| apiserver.additionalConfigs | object | `{}` | additional configurations that can be used by api server; check examples in values.yaml file |
+| apiserver.affinity | object | `{}` |  |
+| apiserver.authCookiesMaxAge | int | `864000` | Amount of seconds the authorization cookie will last in user browser |
+| apiserver.configDir | string | `"/opt/clearml/config"` |  |
+| apiserver.extraEnvs | list | `[]` |  |
+| apiserver.image.pullPolicy | string | `"IfNotPresent"` |  |
+| apiserver.image.repository | string | `"allegroai/clearml"` |  |
+| apiserver.image.tag | string | `"1.4.0"` |  |
+| apiserver.livenessDelay | int | `60` |  |
+| apiserver.nodeSelector | object | `{}` |  |
+| apiserver.podAnnotations | object | `{}` |  |
+| apiserver.prepopulateArtifactsPath | string | `"/mnt/fileserver"` |  |
+| apiserver.prepopulateEnabled | string | `"true"` |  |
+| apiserver.prepopulateZipFiles | string | `"/opt/clearml/db-pre-populate"` |  |
+| apiserver.readinessDelay | int | `60` |  |
+| apiserver.replicaCount | int | `1` |  |
+| apiserver.resources | object | `{}` |  |
+| apiserver.service.nodePort | int | `30008` | If service.type set to NodePort, this will be set to service's nodePort field. If service.type is set to others, this field will be ignored |
+| apiserver.service.port | int | `8008` |  |
+| apiserver.service.type | string | `"NodePort"` | This will set to service's spec.type field |
+| apiserver.tolerations | list | `[]` |  |
+| clearml.defaultCompany | string | `"d1bd92a3b039400cbafc60a7a5b1e52b"` |  |
+| elasticsearch.clusterHealthCheckParams | string | `"wait_for_status=yellow&timeout=1s"` |  |
+| elasticsearch.clusterName | string | `"clearml-elastic"` |  |
+| elasticsearch.enabled | bool | `true` |  |
+| elasticsearch.esConfig."elasticsearch.yml" | string | `"xpack.security.enabled: false\n"` |  |
+| elasticsearch.esJavaOpts | string | `"-Xmx2g -Xms2g"` |  |
+| elasticsearch.extraEnvs[0].name | string | `"bootstrap.memory_lock"` |  |
+| elasticsearch.extraEnvs[0].value | string | `"false"` |  |
+| elasticsearch.extraEnvs[1].name | string | `"cluster.routing.allocation.node_initial_primaries_recoveries"` |  |
+| elasticsearch.extraEnvs[1].value | string | `"500"` |  |
+| elasticsearch.extraEnvs[2].name | string | `"cluster.routing.allocation.disk.watermark.low"` |  |
+| elasticsearch.extraEnvs[2].value | string | `"500mb"` |  |
+| elasticsearch.extraEnvs[3].name | string | `"cluster.routing.allocation.disk.watermark.high"` |  |
+| elasticsearch.extraEnvs[3].value | string | `"500mb"` |  |
+| elasticsearch.extraEnvs[4].name | string | `"cluster.routing.allocation.disk.watermark.flood_stage"` |  |
+| elasticsearch.extraEnvs[4].value | string | `"500mb"` |  |
+| elasticsearch.extraEnvs[5].name | string | `"http.compression_level"` |  |
+| elasticsearch.extraEnvs[5].value | string | `"7"` |  |
+| elasticsearch.extraEnvs[6].name | string | `"reindex.remote.whitelist"` |  |
+| elasticsearch.extraEnvs[6].value | string | `"*.*"` |  |
+| elasticsearch.extraEnvs[7].name | string | `"xpack.monitoring.enabled"` |  |
+| elasticsearch.extraEnvs[7].value | string | `"false"` |  |
+| elasticsearch.extraEnvs[8].name | string | `"xpack.security.enabled"` |  |
+| elasticsearch.extraEnvs[8].value | string | `"false"` |  |
+| elasticsearch.httpPort | int | `9200` |  |
+| elasticsearch.minimumMasterNodes | int | `1` |  |
+| elasticsearch.persistence.enabled | bool | `true` |  |
+| elasticsearch.replicas | int | `1` |  |
+| elasticsearch.resources.limits.memory | string | `"4Gi"` |  |
+| elasticsearch.resources.requests.memory | string | `"4Gi"` |  |
+| elasticsearch.roles.data | string | `"true"` |  |
+| elasticsearch.roles.ingest | string | `"true"` |  |
+| elasticsearch.roles.master | string | `"true"` |  |
+| elasticsearch.roles.remote_cluster_client | string | `"true"` |  |
+| elasticsearch.volumeClaimTemplate.accessModes[0] | string | `"ReadWriteOnce"` |  |
+| elasticsearch.volumeClaimTemplate.resources.requests.storage | string | `"50Gi"` |  |
+| externalServices.elasticsearchHost | string | `""` | Existing ElasticSearch Hostname to use if elasticsearch.enabled is false |
+| externalServices.elasticsearchPort | int | `9200` | Existing ElasticSearch Port to use if elasticsearch.enabled is false |
+| externalServices.mongodbHost | string | `""` | Existing MongoDB Hostname to use if elasticsearch.enabled is false |
+| externalServices.mongodbPort | int | `27017` | Existing MongoDB Port to use if elasticsearch.enabled is false |
+| externalServices.redisHost | string | `""` | Existing Redis Hostname to use if elasticsearch.enabled is false |
+| externalServices.redisPort | int | `6379` | Existing Redis Port to use if elasticsearch.enabled is false |
+| fileserver.affinity | object | `{}` |  |
+| fileserver.extraEnvs | list | `[]` |  |
+| fileserver.image.pullPolicy | string | `"IfNotPresent"` |  |
+| fileserver.image.repository | string | `"allegroai/clearml"` |  |
+| fileserver.image.tag | string | `"1.4.0"` |  |
+| fileserver.nodeSelector | object | `{}` |  |
+| fileserver.podAnnotations | object | `{}` |  |
+| fileserver.replicaCount | int | `1` |  |
+| fileserver.resources | object | `{}` |  |
+| fileserver.service.nodePort | int | `30081` | If service.type set to NodePort, this will be set to service's nodePort field. If service.type is set to others, this field will be ignored |
+| fileserver.service.port | int | `8081` |  |
+| fileserver.service.type | string | `"NodePort"` | This will set to service's spec.type field |
+| fileserver.storage.data.class | string | `""` |  |
+| fileserver.storage.data.size | string | `"50Gi"` |  |
+| fileserver.tolerations | list | `[]` |  |
+| ingress.annotations | object | `{}` |  |
+| ingress.api.annotations | object | `{}` |  |
+| ingress.api.enabled | bool | `false` |  |
+| ingress.api.hostName | string | `"api.clearml.127-0-0-1.nip.io"` |  |
+| ingress.api.path | string | `"/"` |  |
+| ingress.api.tlsSecretName | string | `""` |  |
+| ingress.app.annotations | object | `{}` |  |
+| ingress.app.enabled | bool | `false` |  |
+| ingress.app.hostName | string | `"app.clearml.127-0-0-1.nip.io"` |  |
+| ingress.app.path | string | `"/"` |  |
+| ingress.app.tlsSecretName | string | `""` |  |
+| ingress.files.annotations | object | `{}` |  |
+| ingress.files.enabled | bool | `false` |  |
+| ingress.files.hostName | string | `"files.clearml.127-0-0-1.nip.io"` |  |
+| ingress.files.path | string | `"/"` |  |
+| ingress.files.tlsSecretName | string | `""` |  |
+| ingress.name | string | `"clearml-server-ingress"` |  |
+| mongodb.architecture | string | `"standalone"` |  |
+| mongodb.auth.enabled | bool | `false` |  |
+| mongodb.enabled | bool | `true` |  |
+| mongodb.persistence.accessModes[0] | string | `"ReadWriteOnce"` |  |
+| mongodb.persistence.enabled | bool | `true` |  |
+| mongodb.persistence.size | string | `"50Gi"` |  |
+| mongodb.replicaCount | int | `1` |  |
+| mongodb.service.name | string | `"{{ .Release.Name }}-mongodb"` |  |
+| mongodb.service.port | int | `27017` |  |
+| mongodb.service.portName | string | `"mongo-service"` |  |
+| mongodb.service.type | string | `"ClusterIP"` |  |
+| redis.cluster.enabled | bool | `false` |  |
+| redis.databaseNumber | int | `0` |  |
+| redis.enabled | bool | `true` |  |
+| redis.master.name | string | `"{{ .Release.Name }}-redis-master"` |  |
+| redis.master.persistence.accessModes[0] | string | `"ReadWriteOnce"` |  |
+| redis.master.persistence.enabled | bool | `true` |  |
+| redis.master.persistence.size | string | `"5Gi"` |  |
+| redis.master.port | int | `6379` |  |
+| redis.usePassword | bool | `false` |  |
+| secret.authToken | string | `"1SCf0ov3Nm544Td2oZ0gXSrsNx5XhMWdVlKz1tOgcx158bD5RV"` | Set for auth_token field |
+| secret.credentials.apiserver.accessKey | string | `"5442F3443MJMORWZA3ZH"` | Set for apiserver_key field |
+| secret.credentials.apiserver.secretKey | string | `"BxapIRo9ZINi8x25CRxz8Wdmr2pQjzuWVB4PNASZqCtTyWgWVQ"` | Set for apiserver_secret field |
+| secret.credentials.tests.accessKey | string | `"ENP39EQM4SLACGD5FXB7"` | Set for tests_user_key field |
+| secret.credentials.tests.secretKey | string | `"lPcm0imbcBZ8mwgO7tpadutiS3gnJD05x9j7afwXPS35IKbpiQ"` | Set for tests_user_secret field |
+| secret.httpSession | string | `"9Tw20RbhJ1bLBiHEOWXvhplKGUbTgLzAtwFN2oLQvWwS0uRpD5"` | Set for http_session field |
+| webserver.additionalConfigs | object | `{}` |  |
+| webserver.affinity | object | `{}` |  |
+| webserver.extraEnvs | list | `[]` |  |
+| webserver.image.pullPolicy | string | `"IfNotPresent"` |  |
+| webserver.image.repository | string | `"allegroai/clearml"` |  |
+| webserver.image.tag | string | `"1.4.0"` |  |
+| webserver.nodeSelector | object | `{}` |  |
+| webserver.podAnnotations | object | `{}` |  |
+| webserver.replicaCount | int | `1` |  |
+| webserver.resources | object | `{}` |  |
+| webserver.service.nodePort | int | `30080` | If service.type set to NodePort, this will be set to service's nodePort field. If service.type is set to others, this field will be ignored |
+| webserver.service.port | int | `80` |  |
+| webserver.service.type | string | `"NodePort"` | This will set to service's spec.type field |
+| webserver.tolerations | list | `[]` |  |

charts/clearml/README.md.gotmpl

@@ -0,0 +1,116 @@
+# ClearML Ecosystem for Kubernetes
+{{ template "chart.deprecationWarning" . }}
+
+{{ template "chart.badgesSection" . }}
+
+{{ template "chart.description" . }}
+
+{{ template "chart.homepageLine" . }}
+
+{{ template "chart.maintainersSection" . }}
+
+## Introduction
+
+The **clearml-server** is the backend service infrastructure for [ClearML](https://github.com/allegroai/clearml).
+It allows multiple users to collaborate and manage their experiments.
+
+**clearml-server** contains the following components:
+
+* The ClearML Web-App, a single-page UI for experiment management and browsing
+* RESTful API for:
+    * Documenting and logging experiment information, statistics and results
+    * Querying experiments history, logs and results
+* Locally-hosted file server for storing images and models making them easily accessible using the Web-App
+
+## Local environment
+
+For development/evaluation it's possible to use [kind](https://kind.sigs.k8s.io).
+After installation, following commands will create a complete ClearML insatllation:
+
+```
+cat <<EOF | kind create cluster --config=-                                                                  ─╯
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+  extraPortMappings:
+  # API server's default nodePort is 30008. If you customize it in helm values by
+  # `apiserver.service.nodePort`, `containerPort` should match it
+  - containerPort: 30008
+    hostPort: 30008
+    listenAddress: "127.0.0.1"
+    protocol: TCP
+  # Web server's default nodePort is 30080. If you customize it in helm values by
+  # `webserver.service.nodePort`, `containerPort` should match it
+  - containerPort: 30080
+    hostPort: 30080
+    listenAddress: "127.0.0.1"
+    protocol: TCP
+  # File server's default nodePort is 30081. If you customize it in helm values by
+  # `fileserver.service.nodePort`, `containerPort` should match it
+  - containerPort: 30081
+    hostPort: 30081
+    listenAddress: "127.0.0.1"
+    protocol: TCP
+  extraMounts:
+  - hostPath: /tmp/clearml-kind/
+    containerPath: /var/local-path-provisioner
+EOF
+
+helm install clearml allegroai/clearml
+```
+
+After deployment, the services will be exposed on localhost on the following ports:
+
+* API server on `30008`
+* Web server on `30080`
+* File server on `30081`
+
+Data persisted in every Kubernetes volume by ClearML will be accessible in /tmp/clearml-kind folder on the host.
+
+## Production cluster environment
+
+In a production environment it's suggested to install an ingress controller and verify that is working correctly.
+During ClearML deployment enable `ingress` section of chart values.
+This will create 3 ingress rules:
+
+* `app.<your domain name>` 
+* `files.<your domain name>`
+* `api.<your domain name>`
+
+(*for example, `app.clearml.mydomainname.com`, `files.clearml.mydomainname.com` and `api.clearml.mydomainname.com`*)
+
+Just pointing the domain records to the IP where ingress controller is responding will complete the deployment process.
+
+## Upgrades/ Values upgrades
+
+Updating to latest version of this chart can be done in two steps:
+
+```
+helm repo update
+helm upgrade clearml allegroai/clearml
+```
+
+Changing values on existing installation can be done with:
+
+```
+helm upgrade clearml allegroai/clearml --version <CURRENT CHART VERSION> -f custom_values.yaml
+```
+
+Please note: updating values only should always be done setting explicit chart version to avoid a possible chart update. 
+Keeping separate updates procedures between version and values can be a good practice to seprate potential concerns.
+
+## Additional Configuration for ClearML Server
+
+You can also configure the **clearml-server** for:
+ 
+* fixed users (users with credentials)
+* non-responsive experiment watchdog settings
+ 
+For detailed instructions, see the [Optional Configuration](https://github.com/allegroai/clearml-server#optional-configuration) section in the **clearml-server** repository README file.
+
+{{ template "chart.sourcesSection" . }}
+
+{{ template "chart.requirementsSection" . }}
+
+{{ template "chart.valuesSection" . }}

charts/clearml/ci/README.md

@@ -0,0 +1,7 @@
+Place values files with different values in this directory to ensure these cases are tested by the CI as well.
+
+https://github.com/helm/chart-testing/blob/main/doc/ct_install.md
+
+```
+"Charts may have multiple custom values files matching the glob pattern '*-values.yaml' in a directory named 'ci' in the root of the chart's directory. The chart is installed and tested for each of these files. If no custom values file is present, the chart is installed and tested with defaults."
+```

charts/clearml/ci/default-values.yaml

@@ -0,0 +1 @@
+# empty so default values.yaml gets tested

charts/clearml/ci/k8sagent-values.yaml

@@ -0,0 +1,2 @@
+agentk8sglue:
+  enabled: true

charts/clearml/templates/NOTES.txt

@@ -0,0 +1,22 @@
+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 }}://{{ $host.host }}{{ .path }}
+  {{- end }}
+{{- end }}
+{{- else if contains "NodePort" .Values.webserver.service.type }}
+  export NODE_PORT=$(kubectl get --namespace {{ .Release.Namespace }} -o jsonpath="{.spec.ports[0].nodePort}" services {{ include "clearml.fullname" . }})
+  export NODE_IP=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}")
+  echo http://$NODE_IP:$NODE_PORT
+{{- else if contains "LoadBalancer" .Values.webserver.service.type }}
+     NOTE: It may take a few minutes for the LoadBalancer IP to be available.
+           You can watch the status of by running 'kubectl get --namespace {{ .Release.Namespace }} svc -w {{ include "clearml.fullname" . }}'
+  export SERVICE_IP=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ include "clearml.fullname" . }} --template "{{"{{ range (index .status.loadBalancer.ingress 0) }}{{.}}{{ end }}"}}")
+  echo http://$SERVICE_IP:{{ .Values.webserver.service.port }}
+{{- else if contains "ClusterIP" .Values.webserver.service.type }}
+  export POD_NAME=$(kubectl get pods --namespace {{ .Release.Namespace }} -l "app.kubernetes.io/name={{ include "clearml.name" . }},app.kubernetes.io/instance={{ .Release.Name }}" -o jsonpath="{.items[0].metadata.name}")
+  export CONTAINER_PORT=$(kubectl get pod --namespace {{ .Release.Namespace }} $POD_NAME -o jsonpath="{.spec.containers[0].ports[0].containerPort}")
+  echo "Visit http://127.0.0.1:8080 to use your application"
+  kubectl --namespace {{ .Release.Namespace }} port-forward $POD_NAME 8080:$CONTAINER_PORT
+{{- end }}

charts/clearml/templates/_helpers.tpl

@@ -0,0 +1,156 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "clearml.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 "clearml.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 "clearml.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "clearml.labels" -}}
+helm.sh/chart: {{ include "clearml.chart" . }}
+{{ include "clearml.selectorLabels" . }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end }}
+
+{{/*
+Selector labels
+*/}}
+{{- define "clearml.selectorLabels" -}}
+app.kubernetes.io/name: {{ include "clearml.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
+
+Selector labels (apiserver)
+*/}}
+{{- define "clearml.selectorLabelsApiServer" -}}
+app.kubernetes.io/name: {{ include "clearml.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}-apiserver
+{{- end }}
+
+Selector labels (fileserver)
+*/}}
+{{- define "clearml.selectorLabelsFileServer" -}}
+app.kubernetes.io/name: {{ include "clearml.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}-fileserver
+{{- end }}
+
+Selector labels (webserver)
+*/}}
+{{- define "clearml.selectorLabelsWebServer" -}}
+app.kubernetes.io/name: {{ include "clearml.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}-webserver
+{{- end }}
+
+Selector labels (agentservices)
+*/}}
+{{- define "clearml.selectorLabelsAgentServices" -}}
+app.kubernetes.io/name: {{ include "clearml.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}-agentservices
+{{- end }}
+
+Selector labels (agent)
+*/}}
+{{- define "clearml.selectorLabelsAgent" -}}
+app.kubernetes.io/name: {{ include "clearml.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}-agent
+{{- end }}
+
+{{/*
+Create the name of the service account to use
+*/}}
+{{- define "clearml.serviceAccountName" -}}
+{{- if .Values.serviceAccount.create }}
+{{- default (include "clearml.fullname" .) .Values.serviceAccount.name }}
+{{- else }}
+{{- default "default" .Values.serviceAccount.name }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create the name of the App service to use
+*/}}
+{{- define "clearml.serviceApp" -}}
+{{- if .Values.ingress.enabled }}
+{{- if .Values.ingress.app.tlsSecretName }}
+{{- printf "%s%s" "https://" .Values.ingress.app.hostName }}
+{{- else }}
+{{- printf "%s%s" "http://" .Values.ingress.app.hostName }}
+{{- end }}
+{{- else }}
+{{- printf "%s%s%s%s" "http://" (include "clearml.fullname" .) "-webserver:" (.Values.webserver.service.port | toString) }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create the name of the Api service to use
+*/}}
+{{- define "clearml.serviceApi" -}}
+{{- if .Values.ingress.enabled }}
+{{- if .Values.ingress.api.tlsSecretName }}
+{{- printf "%s%s" "https://" .Values.ingress.api.hostName }}
+{{- else }}
+{{- printf "%s%s" "http://" .Values.ingress.api.hostName }}
+{{- end }}
+{{- else }}
+{{- printf "%s%s%s%s" "http://" (include "clearml.fullname" .) "-apiserver:" (.Values.apiserver.service.port | toString) }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create the name of the Files service to use
+*/}}
+{{- define "clearml.serviceFiles" -}}
+{{- if .Values.ingress.enabled }}
+{{- if .Values.ingress.files.tlsSecretName }}
+{{- printf "%s%s" "https://" .Values.ingress.files.hostName }}
+{{- else }}
+{{- printf "%s%s" "http://" .Values.ingress.files.hostName }}
+{{- end }}
+{{- else }}
+{{- printf "%s%s%s%s" "http://" (include "clearml.fullname" .) "-fileserver:" (.Values.fileserver.service.port | toString) }}
+{{- end }}
+{{- end }}
+
+{{/*
+Return the proper Docker Image Registry Secret Names
+*/}}
+{{- define "clearml.imagePullSecrets" -}}
+{{- if .Values.global }}
+{{- if .Values.global.imagePullSecrets }}
+imagePullSecrets:
+{{- range .Values.global.imagePullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- end -}}
+{{- end -}}
+{{- end -}}

charts/clearml/templates/configmap-agentk8s-template.yaml

@@ -0,0 +1,57 @@
+{{- if .Values.agentk8sglue.enabled }}
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: k8sagent-pod-template
+data:
+  template.yaml: |
+    apiVersion: v1
+    metadata:
+      namespace: {{ .Release.Namespace }}
+    spec:
+      serviceAccountName: {{ .Values.agentk8sglue.serviceAccountName }}
+      volumes:
+      {{- range .Values.agentk8sglue.podTemplate.volumes }}
+      - name: {{ .name }}
+        persistentVolumeClaim:
+          claimName: {{ .name }}
+      {{- end }}
+      containers:
+      - resources:
+          {{- toYaml .Values.agentk8sglue.podTemplate.resources | nindent 10 }}
+        ports:
+        - containerPort: 10022
+        volumeMounts:
+        {{- range .Values.agentk8sglue.podTemplate.volumes }}
+        - mountPath: {{ .path }}
+          name: {{ .name }}
+        {{- end }}
+        env:
+        - name: CLEARML_API_HOST
+          value: "http://{{ include "clearml.fullname" . }}-apiserver:{{ .Values.apiserver.service.port }}"
+        - name: CLEARML_WEB_HOST
+          value: "http://{{ include "clearml.fullname" . }}-webserver"
+        - name: CLEARML_FILES_HOST
+          value: "http://{{ include "clearml.fullname" . }}-fileserver:{{ .Values.fileserver.service.port }}"
+        - name: CLEARML_API_ACCESS_KEY
+          valueFrom:
+            secretKeyRef:
+              name: clearml-conf
+              key: apiserver_key
+        - name: CLEARML_API_SECRET_KEY
+          valueFrom:
+            secretKeyRef:
+              name: clearml-conf
+              key: apiserver_secret
+        {{- if .Values.agentk8sglue.podTemplate.env }}
+        {{ toYaml .Values.agentk8sglue.podTemplate.env | nindent 8 }}
+        {{- end }}
+        {{- with .Values.agentk8sglue.podTemplate.nodeSelector}}
+      nodeSelector:
+          {{- toYaml . | nindent 8 }}
+        {{- end }}
+        {{- with .Values.agentk8sglue.podTemplate.tolerations }}
+      tolerations:
+          {{- toYaml . | nindent 8 }}
+        {{- end }}
+{{- end }}

charts/clearml/templates/configmap-apiserver.yaml

@@ -0,0 +1,13 @@
+{{- if .Values.apiserver.additionalConfigs -}}
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: "{{ include "clearml.fullname" . }}-apiserver-configmap"
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+data:
+  {{- range $key, $val := .Values.apiserver.additionalConfigs }}
+  {{ $key }}: |
+    {{- $val | nindent 4 }}
+  {{- end }}
+{{- end -}}

charts/clearml/templates/configmap-webserver.yaml

@@ -0,0 +1,13 @@
+{{- if .Values.webserver.additionalConfigs -}}
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: "{{ include "clearml.fullname" . }}-webserver-configmap"
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+data:
+  {{- range $key, $val := .Values.webserver.additionalConfigs }}
+  {{ $key }}: |
+    {{- $val | nindent 4 }}
+  {{- end }}
+{{- end -}}

charts/clearml/templates/deployment-agent.yaml

@@ -0,0 +1,119 @@
+{{- range $key, $value := .Values.agentGroups }}
+{{- with $value }}
+{{- if .enabled }}
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "clearml.fullname" $ }}-{{ .name }}-agent
+  labels:
+    {{- include "clearml.labels" $ | nindent 4 }}
+spec:
+  replicas: {{ .replicaCount }}
+  strategy:
+    type: {{ .updateStrategy }}
+  selector:
+    matchLabels:
+      {{- include "clearml.selectorLabelsAgent" $ | nindent 6 }}
+  template:
+    metadata:
+      annotations:
+        checksum/secret: {{ include (print $.Template.BasePath "/secrets.yaml") $ | sha256sum }}
+      {{- with .podAnnotations }}
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      labels:
+        {{- include "clearml.selectorLabelsAgent" $ | nindent 8 }}
+    spec:
+      volumes:
+        {{ if .clearmlConfig }}
+        - name: agent-clearml-conf-volume
+          secret:
+            secretName: {{ .name }}-conf
+            items:
+            - key: clearml.conf
+              path: clearml.conf
+        {{ end }}
+      initContainers:
+        - name: init-agent-{{ .name }}
+          image: "{{ .image.repository }}:{{ .image.tag | default $.Chart.AppVersion }}"
+          command:
+            - /bin/sh
+            - -c
+            - >
+              set -x;
+              while [ $(curl -sw '%{http_code}' "{{ include "clearml.serviceApi" $ }}/debug.ping" -o /dev/null) -ne 200 ] ; do
+                echo "waiting for apiserver" ;
+                sleep 5 ;
+              done
+      containers:
+        - name: {{ $.Chart.Name }}-{{ .name }}
+          image: "{{ .image.repository }}:{{ .image.tag }}"
+          imagePullPolicy: {{ .image.pullPolicy }}
+          securityContext:
+            privileged: true
+          resources:
+            limits:
+              nvidia.com/gpu:
+                {{ .nvidiaGpusPerAgent }}
+          env:
+          - name: CLEARML_API_HOST
+            value: {{ include "clearml.serviceApi" $ }}
+          - name: CLEARML_WEB_HOST
+            value: {{ include "clearml.serviceApp" $ }}
+          - name: CLEARML_FILES_HOST
+            value: {{ include "clearml.serviceFiles" $ }}
+          - name: CLEARML_AGENT_GIT_USER
+            value: {{ .clearmlGitUser}}
+          - name: CLEARML_AGENT_GIT_PASS
+            value: {{ .clearmlGitPassword}}
+          - name: AWS_ACCESS_KEY_ID
+            value: {{ .awsAccessKeyId}}
+          - name: AWS_SECRET_ACCESS_KEY
+            value: {{ .awsSecretAccessKey}}
+          - name: AWS_DEFAULT_REGION
+            value: {{ .awsDefaultRegion}}
+          - name: AZURE_STORAGE_ACCOUNT
+            value: {{ .azureStorageAccount}}
+          - name: AZURE_STORAGE_KEY
+            value: {{ .azureStorageKey}}
+          - name: CLEARML_API_ACCESS_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: tests_user_key
+          - name: CLEARML_API_SECRET_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: tests_user_secret
+          command:
+            - /bin/sh
+            - -c
+            - "apt-get update ;
+              apt-get install -y curl python3-pip git;
+              python3 -m pip install -U pip ;
+              python3 -m pip install clearml-agent{{ .agentVersion}} ;
+              CLEARML_AGENT_K8S_HOST_MOUNT=/root/.clearml:/root/.clearml clearml-agent daemon --foreground --queue {{ .queues}}"
+          {{ if .clearmlConfig }}
+          volumeMounts:
+           - name: agent-clearml-conf-volume
+             mountPath: /root/clearml.conf
+             subPath: clearml.conf
+             readOnly: true
+          {{- end }}
+      {{- with .nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+{{- end }}
+{{- end }}
+{{- end }}

charts/clearml/templates/deployment-agentk8s.yaml

@@ -0,0 +1,64 @@
+{{- if .Values.agentk8sglue.enabled }}
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: "{{ include "clearml.fullname" . }}-k8sagent"
+  labels:
+    app: k8sagent
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: k8sagent
+  template:
+    metadata:
+      labels:
+        app: k8sagent
+    spec:
+      containers:
+      - name: k8s-glue-container
+        image: "{{ .Values.agentk8sglue.image.repository }}:{{ .Values.agentk8sglue.image.tag }}"
+        imagePullPolicy: Always
+        command: ["/bin/bash", "-c", "export PATH=$PATH:$HOME/bin; source /root/.bashrc && /root/entrypoint.sh"]
+        volumeMounts:
+          - name: k8sagent-pod-template
+            mountPath: /root/template
+        env:
+          - name: CLEARML_API_HOST
+            value: "http://{{ include "clearml.fullname" . }}-apiserver:{{ .Values.apiserver.service.port }}"
+          - name: CLEARML_WEB_HOST
+            value: "http://{{ include "clearml.fullname" . }}-webserver"
+          - name: CLEARML_FILES_HOST
+            value: "http://{{ include "clearml.fullname" . }}-fileserver:{{ .Values.fileserver.service.port }}"
+          - name: K8S_GLUE_MAX_PODS
+            value: "{{.Values.agentk8sglue.maxPods}}"
+          - name: K8S_GLUE_QUEUE
+            value: "{{.Values.agentk8sglue.queue}}"
+          - name: K8S_GLUE_EXTRA_ARGS
+            value: "--namespace {{ .Release.Namespace }} --template-yaml /root/template/template.yaml"
+          - name: K8S_DEFAULT_NAMESPACE
+            value: "{{ .Release.Namespace }}"
+          - name: CLEARML_API_ACCESS_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: apiserver_key
+          - name: CLEARML_API_SECRET_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: apiserver_secret
+          - name: CLEARML_WORKER_ID
+            value: "{{.Values.agentk8sglue.id}}"
+          - name: CLEARML_AGENT_UPDATE_REPO
+            value: ""
+          - name: FORCE_CLEARML_AGENT_REPO
+            value: ""
+          - name: CLEARML_DOCKER_IMAGE
+            value: "{{.Values.agentk8sglue.defaultDockerImage}}"
+      volumes:
+        - name: k8sagent-pod-template
+          configMap: 
+            name: k8sagent-pod-template
+{{- end }}
+

charts/clearml/templates/deployment-agentservices.yaml

@@ -0,0 +1,103 @@
+{{- if .Values.agentservices.enabled }}
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "clearml.fullname" . }}-agentservices
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  replicas: {{ .Values.agentservices.replicaCount }}
+  selector:
+    matchLabels:
+      {{- include "clearml.selectorLabelsAgentServices" . | nindent 6 }}
+  template:
+    metadata:
+      annotations:
+        checksum/secret: {{ include (print $.Template.BasePath "/secrets.yaml") . | sha256sum }}
+      {{- with .Values.agentservices.podAnnotations }}
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      labels:
+        {{- include "clearml.selectorLabelsAgentServices" . | nindent 8 }}
+    spec:
+      volumes:
+        - name: agentservices-data
+          persistentVolumeClaim:
+            claimName: {{ include "clearml.fullname" . }}-agentservices-data
+      initContainers:
+          - name: init-agentservices
+            image: "{{ .Values.agentservices.image.repository }}:{{ .Values.agentservices.image.tag | default .Chart.AppVersion }}"
+            command:
+              - /bin/sh
+              - -c
+              - >
+                set -x;
+                while [ $(curl -sw '%{http_code}' "{{ include "clearml.serviceApi" $ }}/debug.ping" -o /dev/null) -ne 200 ] ; do
+                  echo "waiting for apiserver" ;
+                  sleep 5 ;
+                done
+      containers:
+        - name: {{ .Chart.Name }}
+          image: "{{ .Values.agentservices.image.repository }}:{{ .Values.agentservices.image.tag | default .Chart.AppVersion }}"
+          imagePullPolicy: {{ .Values.agentservices.image.pullPolicy }}
+          env:
+          - name: CLEARML_HOST_IP
+            value: {{ .Values.agentservices.clearmlHostIp }}
+          - name: CLEARML_API_HOST
+            value: {{ include "clearml.serviceApi" $ }}
+          - name: CLEARML_WEB_HOST
+            value: {{ .Values.agentservices.clearmlWebHost }}
+          - name: CLEARML_FILES_HOST
+            value: {{ .Values.agentservices.clearmlFilesHost }}
+          - name: CLEARML_AGENT_GIT_USER
+            value: {{ .Values.agentservices.clearmlGitUser }}
+          - name: CLEARML_AGENT_GIT_PASS
+            value: {{ .Values.agentservices.clearmlGitPassword }}
+          - name: CLEARML_AGENT_UPDATE_VERSION
+            value: {{ .Values.agentservices.agentVersion }}
+          - name: CLEARML_AGENT_DEFAULT_BASE_DOCKER
+            value: {{ .Values.agentservices.defaultBaseDocker }}
+          - name: AWS_ACCESS_KEY_ID
+            value: {{ .Values.agentservices.awsAccessKeyId }}
+          - name: AWS_SECRET_ACCESS_KEY
+            value: {{ .Values.agentservices.awsSecretAccessKey }}
+          - name: AWS_DEFAULT_REGION
+            value: {{ .Values.agentservices.awsDefaultRegion }}
+          - name: AZURE_STORAGE_ACCOUNT
+            value: {{ .Values.agentservices.azureStorageAccount }}
+          - name: AZURE_STORAGE_KEY
+            value: {{ .Values.agentservices.azureStorageKey }}
+          - name: GOOGLE_APPLICATION_CREDENTIALS
+            value: {{ .Values.agentservices.googleCredentials }}
+          - name: CLEARML_WORKER_ID
+            value: {{ .Values.agentservices.clearmlWorkerId }}
+          - name: CLEARML_API_ACCESS_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: tests_user_key
+          - name: CLEARML_API_SECRET_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: tests_user_secret
+          args:
+          - agentservices
+          volumeMounts:
+            - name: agentservices-data
+              mountPath: /root/.clearml
+          resources:
+            {{- toYaml .Values.agentservices.resources | nindent 12 }}
+      {{- with .Values.agentservices.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.agentservices.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.agentservices.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+{{- end }}

charts/clearml/templates/deployment-apiserver.yaml

@@ -0,0 +1,150 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "clearml.fullname" . }}-apiserver
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  replicas: {{ .Values.apiserver.replicaCount }}
+  selector:
+    matchLabels:
+      {{- include "clearml.selectorLabelsApiServer" . | nindent 6 }}
+  template:
+    metadata:
+      annotations:
+        checksum/secret: {{ include (print $.Template.BasePath "/secrets.yaml") . | sha256sum }}
+      {{- with .Values.apiserver.podAnnotations }}
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      labels:
+        {{- include "clearml.selectorLabelsApiServer" . | nindent 8 }}
+    spec:
+{{- include "clearml.imagePullSecrets" . | indent 6 }}
+      containers:
+        - name: {{ .Chart.Name }}
+          image: "{{ .Values.apiserver.image.repository }}:{{ .Values.apiserver.image.tag | default .Chart.AppVersion }}"
+          imagePullPolicy: {{ .Values.apiserver.image.pullPolicy }}
+          ports:
+            - name: http
+              containerPort: 8008
+              protocol: TCP
+          env:
+          - name: CLEARML_ELASTIC_SERVICE_HOST
+          {{- if .Values.elasticsearch.enabled }}
+            value: "{{ .Values.elasticsearch.clusterName }}-master"
+          {{- else }}
+            value: "{{ .Values.externalServices.elasticsearchHost }}"
+          {{- end }}
+          - name: CLEARML_ELASTIC_SERVICE_PORT
+          {{- if .Values.elasticsearch.enabled }}
+            value: "{{ .Values.elasticsearch.httpPort }}"
+          {{- else }}
+            value: "{{ .Values.externalServices.elasticsearchPort }}"
+          {{- end }}
+          - name: CLEARML_MONGODB_SERVICE_HOST
+          {{- if .Values.mongodb.enabled }}
+            value: "{{ tpl .Values.mongodb.service.name . }}"
+          {{- else }}
+            value: "{{ .Values.externalServices.mongodbHost }}"
+          {{- end }}
+          - name: CLEARML_MONGODB_SERVICE_PORT
+          {{- if .Values.mongodb.enabled }}
+            value: "{{ .Values.mongodb.service.port }}"
+          {{- else }}
+            value: "{{ .Values.externalServices.mongodbPort }}"
+          {{- end }}
+          - name: CLEARML_REDIS_SERVICE_HOST
+          {{- if .Values.redis.enabled }}
+            value: "{{ tpl .Values.redis.master.name . }}"
+          {{- else }}
+            value: "{{ .Values.externalServices.redisHost }}"
+          {{- end }}
+          - name: CLEARML_REDIS_SERVICE_PORT
+          {{- if .Values.redis.enabled }}
+            value: "{{ .Values.redis.master.port }}"
+          {{- else }}
+            value: "{{ .Values.externalServices.redisPort }}"
+          {{- end }}
+          - name: CLEARML__APISERVER__PRE_POPULATE__ENABLED
+            value: "{{ .Values.apiserver.prepopulateEnabled }}"
+          - name: CLEARML__APISERVER__PRE_POPULATE__ZIP_FILES
+            value: "{{ .Values.apiserver.prepopulateZipFiles }}"
+          - name: CLEARML_SERVER_DEPLOYMENT_TYPE
+            value: "helm-cloud"
+          - name: CLEARML__APISERVER__AUTH__COOKIES__MAX_AGE
+            value: "{{ .Values.apiserver.authCookiesMaxAge }}"
+          - name: CLEARML_CONFIG_DIR
+            value: /opt/clearml/config
+          - name: CLEARML__APISERVER__DEFAULT_COMPANY
+            value: {{ .Values.clearml.defaultCompany }}
+          - name: CLEARML__SECURE__HTTP__SESSION_SECRET__APISERVER
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: http_session
+          - name: CLEARML__SECURE__AUTH__TOKEN_SECRET
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: auth_token
+          - name: CLEARML__SECURE__CREDENTIALS__APISERVER__USER_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: apiserver_key
+          - name: CLEARML__SECURE__CREDENTIALS__APISERVER__USER_SECRET
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: apiserver_secret
+          - name: CLEARML__SECURE__CREDENTIALS__TESTS__USER_KEY
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: tests_user_key
+          - name: CLEARML__SECURE__CREDENTIALS__TESTS__USER_SECRET
+            valueFrom:
+              secretKeyRef:
+                name: clearml-conf
+                key: tests_user_secret
+         {{- if .Values.apiserver.extraEnvs }}
+         {{ toYaml .Values.apiserver.extraEnvs | nindent 10 }}
+         {{- end }}
+          args:
+            - apiserver
+          livenessProbe:
+            initialDelaySeconds: {{ .Values.apiserver.livenessDelay }}
+            httpGet:
+              path: /debug.ping
+              port: 8008
+          readinessProbe:
+            initialDelaySeconds: {{ .Values.apiserver.readinessDelay }}
+            failureThreshold: 8
+            httpGet:
+              path: /debug.ping
+              port: 8008
+          {{- if .Values.apiserver.additionalConfigs }}
+          volumeMounts:
+           - name: apiserver-config
+             mountPath: /opt/clearml/config
+          {{- end }}
+          resources:
+            {{- toYaml .Values.apiserver.resources | nindent 12 }}
+      {{- if .Values.apiserver.additionalConfigs }}
+      volumes:
+        - name: apiserver-config
+          configMap:
+            name: "{{ include "clearml.fullname" . }}-apiserver-configmap"
+      {{- end }}
+      {{- with .Values.apiserver.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.apiserver.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.apiserver.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}

charts/clearml/templates/deployment-fileserver.yaml

@@ -0,0 +1,70 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "clearml.fullname" . }}-fileserver
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  replicas: {{ .Values.fileserver.replicaCount }}
+  selector:
+    matchLabels:
+      {{- include "clearml.selectorLabelsFileServer" . | nindent 6 }}
+  template:
+    metadata:
+      {{- with .Values.fileserver.podAnnotations }}
+      annotations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      labels:
+        {{- include "clearml.selectorLabelsFileServer" . | nindent 8 }}
+    spec:
+      volumes:
+        - name: fileserver-data
+          persistentVolumeClaim:
+            claimName: {{ include "clearml.fullname" . }}-fileserver-data
+{{- include "clearml.imagePullSecrets" . | indent 6 }}
+      containers:
+        - name: {{ .Chart.Name }}
+          image: "{{ .Values.fileserver.image.repository }}:{{ .Values.fileserver.image.tag | default .Chart.AppVersion }}"
+          imagePullPolicy: {{ .Values.fileserver.image.pullPolicy }}
+          ports:
+            - name: http
+              containerPort: 8081
+              protocol: TCP
+          env:
+          - name: CLEARML_CONFIG_DIR
+            value: /opt/clearml/config
+          {{- if .Values.fileserver.extraEnvs }}
+          {{ toYaml .Values.fileserver.extraEnvs | nindent 10 }}
+          {{- end }}
+          args:
+            - fileserver
+          livenessProbe:
+            exec:
+              command:
+                - curl
+                - -X OPTIONS
+                - http://localhost:8081/
+          readinessProbe:
+            exec:
+              command:
+                - curl
+                - -X OPTIONS
+                - http://localhost:8081/
+          volumeMounts:
+            - name: fileserver-data
+              mountPath: /mnt/fileserver
+          resources:
+            {{- toYaml .Values.fileserver.resources | nindent 12 }}
+      {{- with .Values.fileserver.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.fileserver.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.fileserver.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}

charts/clearml/templates/deployment-webserver.yaml

@@ -0,0 +1,76 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "clearml.fullname" . }}-webserver
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  replicas: {{ .Values.webserver.replicaCount }}
+  selector:
+    matchLabels:
+      {{- include "clearml.selectorLabelsWebServer" . | nindent 6 }}
+  template:
+    metadata:
+      {{- with .Values.webserver.podAnnotations }}
+      annotations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      labels:
+        {{- include "clearml.selectorLabelsWebServer" . | nindent 8 }}
+    spec:
+{{- include "clearml.imagePullSecrets" . | indent 6 }}
+      containers:
+        - name: {{ .Chart.Name }}
+          image: "{{ .Values.webserver.image.repository }}:{{ .Values.webserver.image.tag | default .Chart.AppVersion }}"
+          imagePullPolicy: {{ .Values.webserver.image.pullPolicy }}
+          ports:
+            - name: http
+              containerPort: 80
+              protocol: TCP
+          livenessProbe:
+            exec:
+              command:
+                - curl
+                - -X OPTIONS
+                - http://0.0.0.0:80/
+          readinessProbe:
+            exec:
+              command:
+                - curl
+                - -X OPTIONS
+                - http://0.0.0.0:80/
+          {{- if .Values.webserver.additionalConfigs }}
+          volumeMounts:
+          - name: webserver-config
+            mountPath: /opt/clearml/config
+          {{- end }}
+          env:
+          - name: NGINX_APISERVER_ADDRESS
+            value: "http://{{ include "clearml.fullname" . }}-apiserver:{{ .Values.apiserver.service.port }}"
+          - name: NGINX_FILESERVER_ADDRESS
+            value: "http://{{ include "clearml.fullname" . }}-fileserver:{{ .Values.fileserver.service.port }}"
+          {{- if .Values.webserver.extraEnvs }}
+          {{ toYaml .Values.webserver.extraEnvs | nindent 10 }}
+          {{- end }}
+          args:
+            - webserver
+          resources:
+            {{- toYaml .Values.webserver.resources | nindent 12 }}
+      {{- if .Values.webserver.additionalConfigs }}
+      volumes:
+        - name: webserver-config
+          configMap:
+            name: "{{ include "clearml.fullname" . }}-webserver-configmap"
+      {{- end }}
+      {{- with .Values.webserver.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.webserver.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.webserver.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}

charts/clearml/templates/ingress-api.yaml

@@ -0,0 +1,45 @@
+{{- if .Values.ingress.api.enabled -}}
+{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1
+{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: {{ include "clearml.fullname" . }}-api
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+  {{- $annotations := .Values.ingress.annotations }}
+  {{- if .Values.ingress.api.annotations }}
+  {{- $annotations = mergeOverwrite $annotations .Values.ingress.api.annotations }}
+  {{- end }}
+  annotations:
+    {{- toYaml $annotations | nindent 4 }}
+
+spec:
+  {{- if .Values.ingress.api.tlsSecretName }}
+  tls:
+    - hosts:
+        - {{ .Values.ingress.api.hostName }}
+      secretName: {{ .Values.ingress.api.tlsSecretName }}
+  {{- end }}
+  rules:
+  - host: {{ .Values.ingress.api.hostName }}
+    http:
+      paths:
+      - path: {{ .Values.ingress.api.path }}
+  {{ if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion }}
+        pathType: Prefix
+        backend:
+          service:
+            name: {{ include "clearml.fullname" . }}-apiserver
+            port:
+              number: {{ .Values.apiserver.service.port }}
+  {{ else }}
+        backend:
+          serviceName: {{ include "clearml.fullname" . }}-apiserver
+          servicePort: {{ .Values.apiserver.service.port }}
+  {{ end }}
+{{- end }}

charts/clearml/templates/ingress-app.yaml

@@ -0,0 +1,44 @@
+{{- if .Values.ingress.app.enabled -}}
+{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1
+{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: {{ include "clearml.fullname" . }}-app
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+  {{- $annotations := .Values.ingress.annotations }}
+  {{- if .Values.ingress.app.annotations }}
+  {{- $annotations = mergeOverwrite $annotations .Values.ingress.app.annotations }}
+  {{- end }}
+  annotations:
+    {{- toYaml $annotations | nindent 4 }}
+spec:
+  {{- if .Values.ingress.app.tlsSecretName }}
+  tls:
+    - hosts:
+        - {{ .Values.ingress.app.hostName }}
+      secretName: {{ .Values.ingress.app.tlsSecretName }}
+  {{- end }}
+  rules:
+  - host: {{ .Values.ingress.app.hostName }}
+    http:
+      paths:
+      - path: {{ .Values.ingress.app.path }}
+  {{ if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion }}
+        pathType: Prefix
+        backend:
+          service:
+            name: {{ include "clearml.fullname" . }}-webserver
+            port:
+              number: {{ .Values.webserver.service.port }}
+  {{ else }}
+        backend:
+          serviceName: {{ include "clearml.fullname" . }}-webserver
+          servicePort: {{ .Values.webserver.service.port }}
+  {{ end }}
+{{- end }}

charts/clearml/templates/ingress-files.yaml

@@ -0,0 +1,44 @@
+{{- if .Values.ingress.files.enabled -}}
+{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1
+{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
+apiVersion: networking.k8s.io/v1beta1
+{{- else -}}
+apiVersion: extensions/v1beta1
+{{- end }}
+kind: Ingress
+metadata:
+  name: {{ include "clearml.fullname" . }}-files
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+  {{- $annotations := .Values.ingress.annotations }}
+  {{- if .Values.ingress.files.annotations }}
+  {{- $annotations = mergeOverwrite $annotations .Values.ingress.files.annotations }}
+  {{- end }}
+  annotations:
+    {{- toYaml $annotations | nindent 4 }}
+spec:
+  {{- if .Values.ingress.files.tlsSecretName }}
+  tls:
+    - hosts:
+        - {{ .Values.ingress.files.hostName }}
+      secretName: {{ .Values.ingress.files.tlsSecretName }}
+  {{- end }}
+  rules:
+  - host: {{ .Values.ingress.files.hostName }}
+    http:
+      paths:
+      - path: {{ .Values.ingress.files.path }}
+  {{ if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion }}
+        pathType: Prefix
+        backend:
+          service:
+            name: {{ include "clearml.fullname" . }}-fileserver
+            port:
+              number: {{ .Values.fileserver.service.port }}
+  {{ else }}
+        backend:
+          serviceName: {{ include "clearml.fullname" . }}-fileserver
+          servicePort: {{ .Values.fileserver.service.port }}
+  {{ end }}
+{{- end }}

charts/clearml/templates/pvc-agentservices.yaml

@@ -0,0 +1,17 @@
+{{- if .Values.agentservices.enabled }}
+kind: PersistentVolumeClaim
+apiVersion: v1
+metadata:
+  name: {{ include "clearml.fullname" . }}-agentservices-data
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: {{ .Values.agentservices.storage.data.size | quote }}
+  {{- if .Values.agentservices.storage.data.class -}}
+  storageClassName: {{ .Values.agentservices.storage.data.class | quote }}
+  {{- end -}}
+{{- end }}

charts/clearml/templates/pvc-fileserver.yaml

@@ -0,0 +1,16 @@
+kind: PersistentVolumeClaim
+apiVersion: v1
+metadata:
+  name: {{ include "clearml.fullname" . }}-fileserver-data
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: {{ .Values.fileserver.storage.data.size | quote }}
+  {{- if .Values.fileserver.storage.data.class -}}
+  storageClassName: {{ .Values.fileserver.storage.data.class | quote }}
+  {{- end -}}
+  

charts/clearml/templates/rbac-agentk8s.yaml

@@ -0,0 +1,25 @@
+{{- if .Values.agentk8sglue.enabled }}
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: k8sagent-pods-access
+rules:
+  - apiGroups:
+      - ""
+    resources:
+      - pods
+    verbs: ["get", "list", "watch", "create", "patch", "delete"]
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: k8sagent-pods-access
+subjects:
+  - kind: ServiceAccount
+    name: default
+    namespace: {{ .Release.Namespace }}
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: k8sagent-pods-access
+{{- end }}

charts/clearml/templates/secret-agent.yaml

@@ -0,0 +1,13 @@
+{{- range $key, $value := .Values.agentGroups }}
+{{- with $value }}
+---
+{{ if .clearmlConfig }}
+apiVersion: v1
+kind: Secret
+metadata:
+  name: {{ .name }}-conf
+data:
+  clearml.conf: {{ .clearmlConfig | b64enc }}
+{{ end }}
+{{- end }}
+{{- end }}

charts/clearml/templates/secrets.yaml

@@ -0,0 +1,11 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: clearml-conf
+stringData:
+  apiserver_key: {{ .Values.secret.credentials.apiserver.accessKey }}
+  apiserver_secret: {{ .Values.secret.credentials.apiserver.secretKey }}
+  http_session: {{ .Values.secret.httpSession }}
+  auth_token: {{ .Values.secret.authToken }}
+  tests_user_key: {{ .Values.secret.credentials.tests.accessKey }}
+  tests_user_secret: {{ .Values.secret.credentials.tests.secretKey }}

charts/clearml/templates/service-apiserver.yaml

@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "clearml.fullname" . }}-apiserver
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  type: {{ .Values.apiserver.service.type }}
+  ports:
+    - port: {{ .Values.apiserver.service.port }}
+      targetPort: {{ .Values.apiserver.service.port }}
+{{- if eq .Values.apiserver.service.type "NodePort" }}
+      nodePort: {{ .Values.apiserver.service.nodePort }}
+{{- end }}
+      protocol: TCP
+  selector:
+    {{- include "clearml.selectorLabelsApiServer" . | nindent 4 }}

charts/clearml/templates/service-fileserver.yaml

@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "clearml.fullname" . }}-fileserver
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  type: {{ .Values.fileserver.service.type }}
+  ports:
+    - port: {{ .Values.fileserver.service.port }}
+      targetPort: {{ .Values.fileserver.service.port }}
+{{- if eq .Values.fileserver.service.type "NodePort" }}
+      nodePort: {{ .Values.fileserver.service.nodePort }}
+{{- end }}
+      protocol: TCP
+  selector:
+    {{- include "clearml.selectorLabelsFileServer" . | nindent 4 }}

charts/clearml/templates/service-webserver.yaml

@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "clearml.fullname" . }}-webserver
+  labels:
+    {{- include "clearml.labels" . | nindent 4 }}
+spec:
+  type: {{ .Values.webserver.service.type }}
+  ports:
+    - port: {{ .Values.webserver.service.port }}
+      targetPort: {{ .Values.webserver.service.port }}
+{{- if eq .Values.webserver.service.type "NodePort" }}
+      nodePort: {{ .Values.webserver.service.nodePort }}
+{{- end }}
+      protocol: TCP
+  selector:
+    {{- include "clearml.selectorLabelsWebServer" . | nindent 4 }}

charts/clearml/values.yaml

@@ -0,0 +1,458 @@
+# global:
+#   imagePullSecrets:
+#   - docker-cfg
+clearml:
+  defaultCompany: "d1bd92a3b039400cbafc60a7a5b1e52b"
+ingress:
+  name: clearml-server-ingress
+  annotations: {}
+  app:
+    enabled: false
+    hostName: "app.clearml.127-0-0-1.nip.io"
+    tlsSecretName: ""
+    annotations: {}
+    path: "/"
+  api:
+    enabled: false
+    hostName: "api.clearml.127-0-0-1.nip.io"
+    tlsSecretName: ""
+    annotations: {}
+    path: "/"
+  files:
+    enabled: false
+    hostName: "files.clearml.127-0-0-1.nip.io"
+    tlsSecretName: ""
+    annotations: {}
+    path: "/"
+
+secret:
+  # -- Set for http_session field
+  httpSession: "9Tw20RbhJ1bLBiHEOWXvhplKGUbTgLzAtwFN2oLQvWwS0uRpD5"
+  # -- Set for auth_token field
+  authToken: "1SCf0ov3Nm544Td2oZ0gXSrsNx5XhMWdVlKz1tOgcx158bD5RV"
+  credentials:
+    apiserver:
+      # -- Set for apiserver_key field
+      accessKey: "5442F3443MJMORWZA3ZH"
+      # -- Set for apiserver_secret field
+      secretKey: "BxapIRo9ZINi8x25CRxz8Wdmr2pQjzuWVB4PNASZqCtTyWgWVQ"
+    tests:
+      # -- Set for tests_user_key field
+      accessKey: "ENP39EQM4SLACGD5FXB7"
+      # -- Set for tests_user_secret field
+      secretKey: "lPcm0imbcBZ8mwgO7tpadutiS3gnJD05x9j7afwXPS35IKbpiQ"
+
+apiserver:
+  prepopulateEnabled: "true"
+  prepopulateZipFiles: "/opt/clearml/db-pre-populate"
+  prepopulateArtifactsPath: "/mnt/fileserver"
+  configDir: /opt/clearml/config
+
+  # -- Amount of seconds the authorization cookie will last in user browser
+  authCookiesMaxAge: 864000
+
+  service:
+    # -- This will set to service's spec.type field
+    type: NodePort
+    port: 8008
+    # -- If service.type set to NodePort, this will be set to service's nodePort field.
+    # If service.type is set to others, this field will be ignored
+    nodePort: 30008
+
+  livenessDelay: 60
+  readinessDelay: 60
+
+  replicaCount: 1
+
+  image:
+    repository: "allegroai/clearml"
+    pullPolicy: IfNotPresent
+    tag: "1.4.0"
+
+  extraEnvs: []
+
+  podAnnotations: {}
+
+  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
+
+  nodeSelector: {}
+
+  tolerations: []
+
+  affinity: {}
+
+  # -- additional configurations that can be used by api server; check examples in values.yaml file
+  additionalConfigs: {}
+    # services.conf: |
+    #   tasks {
+    #     non_responsive_tasks_watchdog {
+    #       # In-progress tasks that haven't been updated for at least 'value' seconds will be stopped by the watchdog
+    #       threshold_sec: 21000
+    #       # Watchdog will sleep for this number of seconds after each cycle
+    #       watch_interval_sec: 900
+    #     }
+    #   }
+    # apiserver.conf: |
+    #   auth {
+    #     fixed_users {
+    #       enabled: true
+    #       pass_hashed: false
+    #       users: [
+    #         {
+    #           username: "jane"
+    #           password: "12345678"
+    #           name: "Jane Doe"
+    #         },
+    #         {
+    #           username: "john"
+    #           password: "12345678"
+    #           name: "John Doe"
+    #         },
+    #       ]
+    #     }
+    #   }
+
+fileserver:
+  service:
+    # -- This will set to service's spec.type field
+    type: NodePort
+    port: 8081
+    # -- If service.type set to NodePort, this will be set to service's nodePort field.
+    # If service.type is set to others, this field will be ignored
+    nodePort: 30081
+
+  replicaCount: 1
+
+  image:
+    repository: "allegroai/clearml"
+    pullPolicy: IfNotPresent
+    tag: "1.4.0"
+
+  extraEnvs: []
+
+  podAnnotations: {}
+
+  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
+
+  nodeSelector: {}
+
+  tolerations: []
+
+  affinity: {}
+
+  storage:
+    data:
+      class: ""
+      size: 50Gi
+
+webserver:
+  extraEnvs: []
+
+  service:
+    # -- This will set to service's spec.type field
+    type: NodePort
+    port: 80
+    # -- If service.type set to NodePort, this will be set to service's nodePort field.
+    # If service.type is set to others, this field will be ignored
+    nodePort: 30080
+
+  replicaCount: 1
+
+  image:
+    repository: "allegroai/clearml"
+    pullPolicy: IfNotPresent
+    tag: "1.4.0"
+
+  podAnnotations: {}
+
+  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
+
+  nodeSelector: {}
+
+  tolerations: []
+
+  affinity: {}
+
+  additionalConfigs: {}
+
+agentservices:
+  enabled: false
+  clearmlHostIp: null
+  agentVersion: ""
+  clearmlWebHost: null
+  clearmlFilesHost: null
+  clearmlGitUser: null
+  clearmlGitPassword: null
+  awsAccessKeyId: null
+  awsSecretAccessKey: null
+  awsDefaultRegion: null
+  azureStorageAccount: null
+  azureStorageKey: null
+  googleCredentials: null
+  clearmlWorkerId: "clearml-services"
+
+  replicaCount: 1
+
+  image:
+    repository: "allegroai/clearml-agent-services"
+    pullPolicy: IfNotPresent
+    tag: "latest"
+
+  extraEnvs: []
+
+  podAnnotations: {}
+
+  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
+
+  nodeSelector: {}
+
+  tolerations: []
+
+  affinity: {}
+
+  storage:
+    data:
+      class: ""
+      size: 50Gi
+
+agentGroups:
+  agent-group-cpu:
+    enabled: false
+    name: agent-group-cpu
+    replicaCount: 1
+    updateStrategy: Recreate
+    nvidiaGpusPerAgent: 0
+    agentVersion: ""  # if set, it *MUST* include comparison operator (e.g. ">=0.16.1")
+    queues: "default"  # multiple queues can be specified separated by a space (e.g. "important_jobs default")
+    clearmlGitUser: null
+    clearmlGitPassword: null
+    clearmlAccessKey: null
+    clearmlSecretKey: null
+    awsAccessKeyId: null
+    awsSecretAccessKey: null
+    awsDefaultRegion: null
+    azureStorageAccount: null
+    azureStorageKey: null
+    clearmlConfig: |-
+      sdk {
+      }
+
+    image:
+      repository: "ubuntu"
+      pullPolicy: IfNotPresent
+      tag: "18.04"
+
+    podAnnotations: {}
+
+    nodeSelector: {}
+
+    tolerations: []
+
+    affinity: {}
+
+  agent-group-gpu:
+    enabled: false
+    name: agent-group-gpu
+    replicaCount: 0
+    updateStrategy: Recreate
+    nvidiaGpusPerAgent: 1
+    agentVersion: ""  # if set, it *MUST* include comparison operator (e.g. ">=0.16.1")
+    queues: "default"  # multiple queues can be specified separated by a space (e.g. "important_jobs default")
+    clearmlGitUser: null
+    clearmlGitPassword: null
+    clearmlAccessKey: null
+    clearmlSecretKey: null
+    awsAccessKeyId: null
+    awsSecretAccessKey: null
+    awsDefaultRegion: null
+    azureStorageAccount: null
+    azureStorageKey: null
+    clearmlConfig: |-
+      sdk {
+      }
+
+    image:
+      repository: "nvidia/cuda"
+      pullPolicy: IfNotPresent
+      tag: "11.0-base-ubuntu18.04"
+
+    podAnnotations: {}
+
+    nodeSelector: {}
+
+    tolerations: []
+
+    affinity: {}
+
+# This agent will spawn queued experiments in new pods, a good use case is to combine this with
+# GPU autoscaling nodes.
+# https://github.com/allegroai/clearml-agent/tree/master/docker/k8s-glue
+agentk8sglue:
+  enabled: true
+  image:
+    repository: "allegroai/clearml-agent-k8s"
+    tag: "latest"
+  serviceAccountName: default
+  maxPods: 10
+  defaultDockerImage: nvidia/cuda:11.3.1-cudnn8-runtime-ubuntu20.04   # default docker image that is spawned as new pod
+  queue: default
+  id: k8s-agent
+  podTemplate:
+    volumes: []
+      # - name: "yourvolume"
+      #   path: "/yourpath"
+    env: []
+      # # to setup access to private repo, setup secret with git credentials:
+      # - name: CLEARML_AGENT_GIT_USER
+      #   value: mygitusername
+      # - name: CLEARML_AGENT_GIT_PASS
+      #   valueFrom:
+      #     secretKeyRef:
+      #       name: git-password
+      #       key: git-password
+    resources: {}
+      # limits:
+      #   nvidia.com/gpu: 1
+    tolerations: []
+      # - key: "nvidia.com/gpu"
+      #   operator: Exists
+      #   effect: "NoSchedule"
+    nodeSelector: {}
+      # fleet: gpu-nodes
+
+
+externalServices:
+  # -- Existing ElasticSearch Hostname to use if elasticsearch.enabled is false
+  elasticsearchHost: ""
+  # -- Existing ElasticSearch Port to use if elasticsearch.enabled is false
+  elasticsearchPort: 9200
+  # -- Existing MongoDB Hostname to use if elasticsearch.enabled is false
+  mongodbHost: ""
+  # -- Existing MongoDB Port to use if elasticsearch.enabled is false
+  mongodbPort: 27017
+  # -- Existing Redis Hostname to use if elasticsearch.enabled is false
+  redisHost: ""
+  # -- Existing Redis Port to use if elasticsearch.enabled is false
+  redisPort: 6379
+
+redis:  # configuration from https://github.com/bitnami/charts/blob/master/bitnami/redis/values.yaml
+  enabled: true
+  usePassword: false
+  databaseNumber: 0
+  master:
+    name: "{{ .Release.Name }}-redis-master"
+    port: 6379
+    persistence:
+      enabled: true
+      accessModes:
+        - ReadWriteOnce
+      size: 5Gi
+  cluster:
+    enabled: false
+
+mongodb:  # configuration from https://github.com/bitnami/charts/blob/master/bitnami/mongodb/values.yaml
+  enabled: true
+  architecture: standalone
+  auth:
+    enabled: false
+  replicaCount: 1
+  persistence:
+    enabled: true
+    accessModes:
+      - ReadWriteOnce
+    size: 50Gi
+  service:
+    name: "{{ .Release.Name }}-mongodb"
+    type: ClusterIP
+    port: 27017
+    portName: mongo-service
+
+elasticsearch:  # configuration from https://github.com/elastic/helm-charts/blob/7.16/elasticsearch/values.yaml
+  enabled: true
+  httpPort: 9200
+  roles:
+    master: "true"
+    ingest: "true"
+    data: "true"
+    remote_cluster_client: "true"
+  replicas: 1
+  # Readiness probe hack for a single-node cluster (where status will never be green). Should be removed if using replicas > 1
+  clusterHealthCheckParams: "wait_for_status=yellow&timeout=1s"
+
+  minimumMasterNodes: 1
+  clusterName: clearml-elastic
+  esJavaOpts: "-Xmx2g -Xms2g"
+  extraEnvs:
+    - name: bootstrap.memory_lock
+      value: "false"
+    - name: cluster.routing.allocation.node_initial_primaries_recoveries
+      value: "500"
+    - name: cluster.routing.allocation.disk.watermark.low
+      value: 500mb
+    - name: cluster.routing.allocation.disk.watermark.high
+      value: 500mb
+    - name: cluster.routing.allocation.disk.watermark.flood_stage
+      value: 500mb
+    - name: http.compression_level
+      value: "7"
+    - name: reindex.remote.whitelist
+      value: '*.*'
+    - name: xpack.monitoring.enabled
+      value: "false"
+    - name: xpack.security.enabled
+      value: "false"
+  resources:
+    requests:
+      memory: "4Gi"
+    limits:
+      memory: "4Gi"
+  persistence:
+    enabled: true
+  volumeClaimTemplate:
+    accessModes: ["ReadWriteOnce"]
+    resources:
+      requests:
+        storage: 50Gi
+  esConfig:
+    elasticsearch.yml: |
+      xpack.security.enabled: false