From 38873e3717dc10a181c5aa5d31991c0b4adfa613 Mon Sep 17 00:00:00 2001 From: willgraf <7930703+willgraf@users.noreply.github.com> Date: Fri, 22 May 2020 15:21:46 -0700 Subject: [PATCH] Merge stable into master for release 1.2.0 (#343) * Feature/cicd (#268) * Set all custom charts image.pullPolicy to IfNotPresent (#258) * setting TRANSLATE_COLON_NOTATION=false by default (#289) * Update Getting Started (#287) * Update PULL_REQUEST.md for grammar (#292) * Use gomplate to template patches/hpa.yaml. (#293) * default account has 100 firewalls, not 200. (#297) * Update all documentation and links to reference kiosk-console instead of kiosk (#295) * Use yq and helmfile build to dynamically deploy helm charts based on release name. (#300) * Upgrade the openvpn chart to latest 4.2.1. (#301) * Change CLUSTER in Makefile to kiosk-console to fix binary name issue. (#302) * update raw.gif and tracked.gif with new nearly perfect gif (#303) * Update default values for tf-serving (#306) * Update Redis to the latest helm chart before they migrate to bitnami (#307) * Update autoscaler to 0.4.1 (#308) * Update redis-janitor to 0.3.1 (#309) * Update frontend to 0.4.1. (#310) * Update OpenVPN command for version 4.2.1 (#313) * Upgrade consumers to 0.5.1 and update models to DeepWatershed. (#311) * Set no-appendfsync-on-rewrite=yes to prevent Redis latency issues during AOF fsync (#316) * Install yq in install_script.sh (#319) * Use 4 random digits for cluster names. (#318) * update to latest version of the frontend (#322) * Change default consumer machine type to n1-standard-2 (#323) * Upgrade benchmarking to 0.2.4 and fix for Deep Watershed models (#324) * Use GRAFANA_PASSWORD env var to override the default grafana password. (#325) * Update Getting Started docs with new user feedback (#321) * Add basic unit tests (#326) * Use the docker container to run integration tests. (#327) * Warn users if bucket's region and cluster's region do not match (#329) * Bump benchmarking to latest 0.2.5 release (#331) * Add Logo Banner and Update README (#332) * Add new menu option for default settings with 4 GPUs (#333) * Update HPA target to 2 keys per zip consumer pod. (#334) * Bump consumers to version 0.5.2 (#336) * Update consumer and benchmarking versions (#337) * Bump redis-janitor to 0.3.2 to fix empty key bug. (#339) * bump benchmarking to 0.3.1 to fix No route to host bug. (#341) * Allow users to select which zone(s) to deploy the cluster (#340) * Pin KUBERNETES_VERSION to 1.14. (#346) * Fix bug indexing into last array element of valid_zones. (#348) * Fix logs to indicate finality and be less redundant. (#351) * If KUBERNETES_VERSION is 1.14, warn user of potential future version removal (#352) Co-authored-by: dylanbannon Co-authored-by: MekWarrior --- .travis.yml | 144 +- .travis/install_script.sh | 33 - CONTRIBUTING.md | 8 +- Dockerfile | 9 +- Makefile | 29 +- README.md | 39 +- conf/Makefile | 33 +- conf/addons/cluster-autoscaler.yaml | 2 +- conf/{patches => addons}/hpa.yaml | 43 +- .../redis-exporter-script.yaml | 4 +- conf/charts/redis-consumer/values.yaml | 27 +- conf/helmfile.d/0100.redis.yaml | 20 +- .../0110.prometheus-redis-exporter.yaml | 27 +- conf/helmfile.d/0210.autoscaler.yaml | 29 +- conf/helmfile.d/0220.redis-janitor.yaml | 27 +- .../0230.segmentation-consumer.yaml | 45 +- ...ml => 0240.segmentation-zip-consumer.yaml} | 24 +- conf/helmfile.d/0250.tracking-consumer.yaml | 49 +- conf/helmfile.d/0300.frontend.yaml | 2 +- conf/helmfile.d/0310.tf-serving.yaml | 41 +- conf/helmfile.d/0410.benchmarking.yaml | 10 +- conf/helmfile.d/0600.prometheus-operator.yaml | 1591 ++--------------- conf/helmfile.d/0610.prometheus-adapter.yaml | 172 +- conf/helmfile.d/9999.openvpn.yaml | 18 +- conf/patches/gke-helmfile-deployment.sh | 13 - conf/tasks/Makefile.gke | 9 +- conf/tasks/Makefile.helmfile | 6 +- conf/tasks/Makefile.kubectl | 6 +- docs/images/DeepCell_Kiosk_Banner.png | Bin 0 -> 227918 bytes docs/images/Kiosk_Architecture.png | Bin 218329 -> 225891 bytes docs/images/Kiosk_Architecture.xml | 2 +- docs/images/raw.gif | Bin 14356090 -> 0 bytes docs/images/tracked.gif | Bin 3434016 -> 0 bytes docs/source/CUSTOM-JOB.rst | 88 +- docs/source/DEVELOPER.rst | 26 +- docs/source/GETTING_STARTED.rst | 18 +- docs/source/TROUBLESHOOTING.rst | 14 +- scripts/gke-helmfile-deployment.sh | 17 + .../gke-node-pool-destruction.sh | 0 .../patches => scripts}/gke-pd-destruction.sh | 0 scripts/menu.sh | 156 +- 41 files changed, 637 insertions(+), 2144 deletions(-) delete mode 100755 .travis/install_script.sh rename conf/{patches => addons}/hpa.yaml (69%) rename conf/{patches => addons}/redis-exporter-script.yaml (93%) rename conf/helmfile.d/{0240.zip-consumer.yaml => 0240.segmentation-zip-consumer.yaml} (79%) delete mode 100755 conf/patches/gke-helmfile-deployment.sh create mode 100644 docs/images/DeepCell_Kiosk_Banner.png delete mode 100644 docs/images/raw.gif delete mode 100644 docs/images/tracked.gif create mode 100755 scripts/gke-helmfile-deployment.sh rename {conf/patches => scripts}/gke-node-pool-destruction.sh (100%) rename {conf/patches => scripts}/gke-pd-destruction.sh (100%) diff --git a/.travis.yml b/.travis.yml index 7ce2f9ac..0615e5ae 100644 --- a/.travis.yml +++ b/.travis.yml @@ -6,6 +6,9 @@ git: language: shell +services: + - docker + stages: - unit_tests - integration_tests @@ -13,107 +16,66 @@ stages: jobs: allow_failures: - - script: make test/integration/gke/deploy/elk + - name: "Integration test - ELK Enabled" fast_finish: true include: + - stage: unit_tests + name: "Unit Tests" + install: + - docker build -t kiosk . + - docker run -d -it --env CLOUD_PROVIDER=gke --entrypoint=/bin/bash --name kiosk kiosk + script: + - docker exec kiosk make test/unit + - docker kill kiosk && docker rm kiosk + - stage: integration_tests - name: "Integration test - no ELK" - if: ( (type = pull_request AND branch = master) OR (commit_message =~ /\[build-integration-tests\]/) ) - env: - - CHARTS_PATH=/home/travis/build/vanvalenlab/kiosk/conf/charts - - CLOUD_PROVIDER=gke - - CLOUDSDK_BUCKET=deepcell-output-benchmarking - - CLOUDSDK_COMPUTE_REGION=us-west1 - - CLOUDSDK_CONFIG=/home/travis/build/vanvalenlab/kiosk/.config/gcloud/ - - CLOUDSDK_CORE_PROJECT=deepcell-209717 - - CLOUDSDK_CORE_VERBOSITY=debug - - CONF_PATH_PREFIX=/home/travis/build/vanvalenlab/kiosk - - CONSUMER_MACHINE_TYPE=n1-highmem-2 - - GCP_PREDICTION_GPU_TYPE=nvidia-tesla-t4 - - GCP_TRAINING_GPU_TYPE=nvidia-tesla-v100 - - GKE_MACHINE_TYPE=n1-standard-1 - - GCP_SERVICE_ACCOUNT=continuous-integration-test@deepcell-209717.iam.gserviceaccount.com - - GPU_MACHINE_TYPE=n1-highmem-2 - - GPU_MAX_DIVIDED_BY_FOUR=1 - - GPU_MAX_DIVIDED_BY_THREE=1 - - GPU_MAX_DIVIDED_BY_TWO=2 - - GPU_MAX_TIMES_FIFTY=200 - - GPU_MAX_TIMES_FIVE=20 - - GPU_MAX_TIMES_FOUR=16 - - GPU_MAX_TIMES_FOURTY=160 - - GPU_MAX_TIMES_ONE_HUNDRED=400 - - GPU_MAX_TIMES_ONE_HUNDRED_FIFTY=600 - - GPU_MAX_TIMES_SEVENTY_FIVE=300 - - GPU_MAX_TIMES_TEN=40 - - GPU_MAX_TIMES_THIRTY=120 - - GPU_MAX_TIMES_THREE=12 - - GPU_MAX_TIMES_TWENTY=80 - - GPU_MAX_TIMES_TWO=8 - - GPU_MAX_TIMES_TWO_HUNDRED=800 - - GPU_NODE_MIN_SIZE=0 - - GPU_NODE_MAX_SIZE=4 - - GPU_PER_NODE=1 - - KUBERNETES_VERSION=latest - - NODE_MIN_SIZE=1 - - NODE_MAX_SIZE=60 - - REGION_ZONES_WITH_GPUS=us-west1-a,us-west1-b + name: "Integration Tests - ELK Disabled" + if: ((type = pull_request AND branch = master) OR (commit_message =~ /\[build-integration-tests\]/)) before_install: - openssl aes-256-cbc -K $encrypted_84460f9bb44c_key -iv $encrypted_84460f9bb44c_iv -in .travis/gcloud_key_base64.enc -out gcloud_key_base64 -d - cat gcloud_key_base64 | base64 --decode > gcloud_key.json - - export PATH=/home/travis/build/vanvalenlab/kiosk:$PATH - install: ./.travis/install_script.sh - script: make test/integration/gke/deploy + install: + - docker build -t kiosk . + - > + docker run -d -it + --volume $(readlink -f gcloud_key.json):/tmp/keys/gcloud_key.json:ro + --env CLOUD_PROVIDER=gke + --env GCP_SERVICE_ACCOUNT=$GCP_SERVICE_ACCOUNT + --env CLOUDSDK_CORE_PROJECT=$CLOUDSDK_CORE_PROJECT + --env CLOUDSDK_BUCKET=$CLOUDSDK_BUCKET + --env CLOUDSDK_COMPUTE_REGION=us-west1 + --env REGION_ZONES_WITH_GPUS=us-west1-a,us-west1-b + --env GOOGLE_APPLICATION_CREDENTIALS=/tmp/keys/gcloud_key.json + --entrypoint=/bin/bash + --name kiosk kiosk + script: + - docker exec kiosk make test/integration/gke/deploy + - docker kill kiosk && docker rm kiosk + - stage: integration_tests - name: "Integration test - with ELK" - if: ( (type = pull_request AND branch = master) OR (commit_message =~ /\[build-integration-tests\]/) ) AND (commit_message =~ /\[test-elk\]/) - env: - - CHARTS_PATH=/home/travis/build/vanvalenlab/kiosk/conf/charts - - CLOUD_PROVIDER=gke - - CLOUDSDK_BUCKET=deepcell-output-benchmarking - - CLOUDSDK_COMPUTE_REGION=us-west1 - - CLOUDSDK_CONFIG=/home/travis/build/vanvalenlab/kiosk/.config/gcloud/ - - CLOUDSDK_CORE_PROJECT=deepcell-209717 - - CLOUDSDK_CORE_VERBOSITY=debug - - CONF_PATH_PREFIX=/home/travis/build/vanvalenlab/kiosk - - CONSUMER_MACHINE_TYPE=n1-highmem-2 - - GCP_PREDICTION_GPU_TYPE=nvidia-tesla-t4 - - GCP_TRAINING_GPU_TYPE=nvidia-tesla-v100 - - GKE_MACHINE_TYPE=n1-standard-1 - - GCP_SERVICE_ACCOUNT=continuous-integration-test@deepcell-209717.iam.gserviceaccount.com - - GPU_MACHINE_TYPE=n1-highmem-2 - - GPU_MAX_DIVIDED_BY_FOUR=1 - - GPU_MAX_DIVIDED_BY_THREE=1 - - GPU_MAX_DIVIDED_BY_TWO=2 - - GPU_MAX_TIMES_FIFTY=200 - - GPU_MAX_TIMES_FIVE=20 - - GPU_MAX_TIMES_FOUR=16 - - GPU_MAX_TIMES_FOURTY=160 - - GPU_MAX_TIMES_ONE_HUNDRED=400 - - GPU_MAX_TIMES_ONE_HUNDRED_FIFTY=600 - - GPU_MAX_TIMES_SEVENTY_FIVE=300 - - GPU_MAX_TIMES_TEN=40 - - GPU_MAX_TIMES_THIRTY=120 - - GPU_MAX_TIMES_THREE=12 - - GPU_MAX_TIMES_TWENTY=80 - - GPU_MAX_TIMES_TWO=8 - - GPU_MAX_TIMES_TWO_HUNDRED=800 - - GPU_NODE_MIN_SIZE=0 - - GPU_NODE_MAX_SIZE=4 - - GPU_PER_NODE=1 - - KUBERNETES_VERSION=latest - - NODE_MIN_SIZE=1 - - NODE_MAX_SIZE=60 - - REGION_ZONES_WITH_GPUS=us-west1-a,us-west1-b + name: "Integration test - ELK Enabled" + if: ((type = pull_request AND branch = master) OR (commit_message =~ /\[build-integration-tests\]/)) AND (commit_message =~ /\[test-elk\]/) before_install: - openssl aes-256-cbc -K $encrypted_84460f9bb44c_key -iv $encrypted_84460f9bb44c_iv -in .travis/gcloud_key_base64.enc -out gcloud_key_base64 -d - cat gcloud_key_base64 | base64 --decode > gcloud_key.json - - export PATH=/home/travis/build/vanvalenlab/kiosk:/home/travis/build/vanvalenlab/kiosk/linux-amd64:$PATH - install: ./.travis/install_script.sh - script: make test/integration/gke/deploy/elk - - stage: unit_tests - name: "Unit Tests" - if: type = push - script: make test/unit + install: + - docker build -t kiosk . + - > + docker run -d -it + --volume $(readlink -f gcloud_key.json):/tmp/keys/gcloud_key.json:ro + --env CLOUD_PROVIDER=gke + --env GCP_SERVICE_ACCOUNT=$GCP_SERVICE_ACCOUNT + --env CLOUDSDK_CORE_PROJECT=$CLOUDSDK_CORE_PROJECT + --env CLOUDSDK_BUCKET=$CLOUDSDK_BUCKET + --env CLOUDSDK_COMPUTE_REGION=us-west1 + --env REGION_ZONES_WITH_GPUS=us-west1-a,us-west1-b + --env GOOGLE_APPLICATION_CREDENTIALS=/tmp/keys/gcloud_key.json + --entrypoint=/bin/bash + --name kiosk kiosk + script: + - docker exec kiosk make test/integration/gke/deploy/elk + - docker kill kiosk && docker rm kiosk + - stage: deploy name: "Docker Deployment" if: tag IS present diff --git a/.travis/install_script.sh b/.travis/install_script.sh deleted file mode 100755 index e207911f..00000000 --- a/.travis/install_script.sh +++ /dev/null @@ -1,33 +0,0 @@ -#/bin/bash - -# Install helmfile -wget https://github.com/roboll/helmfile/releases/download/v0.82.0/helmfile_linux_amd64 -chmod 764 $CONF_PATH_PREFIX/helmfile_linux_amd64 -mv helmfile_linux_amd64 helmfile -# Install gomplate -wget https://github.com/hairyhenderson/gomplate/releases/download/v3.1.0/gomplate_linux-amd64-slim -chmod 764 $CONF_PATH_PREFIX/gomplate_linux-amd64-slim -mv gomplate_linux-amd64-slim gomplate -# Install kubectl -sudo apt-get update && sudo sudo apt-get install -y apt-transport-https -curl -s https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key add - -echo "deb https://apt.kubernetes.io/ kubernetes-xenial main" | sudo tee -a /etc/apt/sources.list.d/kubernetes.list -sudo apt-get update -sudo apt-get install -y kubectl -# Install kubens -wget https://raw.githubusercontent.com/ahmetb/kubectx/master/kubens -chmod 764 $CONF_PATH_PREFIX/kubens -# Install helm -wget https://get.helm.sh/helm-v2.16.3-linux-amd64.tar.gz -tar -xzvf helm-v2.16.3-linux-amd64.tar.gz -chmod 764 $CONF_PATH_PREFIX/linux-amd64/helm -mv $CONF_PATH_PREFIX/linux-amd64/helm $CONF_PATH_PREFIX/ -# Install gcloud -sudo apt-get install apt-transport-https ca-certificates gnupg -echo "deb [signed-by=/usr/share/keyrings/cloud.google.gpg] https://packages.cloud.google.com/apt cloud-sdk main" | sudo tee -a /etc/apt/sources.list.d/google-cloud-sdk.list -curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key --keyring /usr/share/keyrings/cloud.google.gpg add - -sudo apt-get update && sudo apt-get install google-cloud-sdk -## prep directory structure for gcloud -mkdir -p $CONF_PATH_PREFIX/.config/gcloud -sudo chmod 777 $CONF_PATH_PREFIX/.config -sudo chmod 777 $CONF_PATH_PREFIX/.config/gcloud diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 57779919..fbf2faee 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -19,17 +19,17 @@ If you have improvements to the Kiosk (or its dependencies, ie: redis-consumer, [how-to](https://help.github.com/articles/using-pull-requests/). If you want to contribute, start working through the codebase. Navigate to the -[Github "issues" tab](https://github.com/vanvalenlab/kiosk/issues) and start +[Github "issues" tab](https://github.com/vanvalenlab/kiosk-console/issues) and start looking through interesting issues. If you are not sure of where to start, look for one of the smaller/easier issues here i.e. -[issues with the "good first issue" label](https://github.com/vanvalenlab/kiosk/labels/good%20first%20issue) +[issues with the "good first issue" label](https://github.com/vanvalenlab/kiosk-console/labels/good%20first%20issue) and then take a look at the -[issues with the "contributions welcome" label](https://github.com/vanvalenlab/kiosk/labels/stat%3Acontributions%20welcome). +[issues with the "contributions welcome" label](https://github.com/vanvalenlab/kiosk-console/labels/stat%3Acontributions%20welcome). These are issues that we believe are well suited for outside contributions. If you decide to start on an issue, leave a comment so that other people know that you're working on it. If you want to help out, but not alone, use the issue comment thread to coordinate. ### Contribution guidelines and standards Before sending your pull request for -[review](https://github.com/vanvalenlab/kiosk/pulls), +[review](https://github.com/vanvalenlab/kiosk-console/pulls), make sure your changes are consistent with the guidelines and follow the DeepCell coding style. diff --git a/Dockerfile b/Dockerfile index d5666bc6..f3f27159 100644 --- a/Dockerfile +++ b/Dockerfile @@ -4,7 +4,7 @@ FROM cloudposse/geodesic:0.123.1 RUN apk add --update dialog libqrencode -ENV DOCKER_IMAGE="vanvalenlab/kiosk" +ENV DOCKER_IMAGE="vanvalenlab/kiosk-console" ENV DOCKER_TAG="latest" # Geodesic banner @@ -39,7 +39,7 @@ ENV GPU_NODE_MIN_SIZE="0" ENV GPU_PER_NODE="1" # gcloud config -ENV KUBERNETES_VERSION="latest" +ENV KUBERNETES_VERSION="1.14" ENV CLOUDSDK_CORE_PROJECT="" ENV CLOUDSDK_CONTAINER_CLUSTER="" ENV CLOUDSDK_BUCKET="" @@ -49,15 +49,12 @@ ENV GCP_PREDICTION_GPU_TYPE="nvidia-tesla-t4" ENV GCP_TRAINING_GPU_TYPE="nvidia-tesla-v100" ENV GKE_MACHINE_TYPE="n1-standard-1" ENV GPU_MACHINE_TYPE="n1-highmem-2" -ENV CONSUMER_MACHINE_TYPE="n1-highmem-2" +ENV CONSUMER_MACHINE_TYPE="n1-standard-2" # Deployment config ENV CLOUD_PROVIDER="" ENV ELK_DEPLOYMENT_TOGGLE="" -# Kiosk filesystem config -ENV CONF_PATH_PREFIX="" - # Filesystem entry for tfstate RUN s3 fstab '${KOPS_STATE_STORE}' '/' '/s3' diff --git a/Makefile b/Makefile index ed716c11..53817a68 100644 --- a/Makefile +++ b/Makefile @@ -1,9 +1,9 @@ -export CLUSTER ?= kiosk +export CLUSTER ?= kiosk-console export DOCKER_ORG ?= vanvalenlab export DOCKER_IMAGE ?= $(DOCKER_ORG)/$(CLUSTER) export DOCKER_TAG ?= latest export DOCKER_IMAGE_NAME ?= $(DOCKER_IMAGE):$(DOCKER_TAG) -export DOCKER_BUILD_FLAGS = +export DOCKER_BUILD_FLAGS = export README_DEPS ?= docs/targets.md export INSTALL_PATH ?= /usr/local/bin @@ -33,28 +33,3 @@ install: ## Start the geodesic shell by calling wrapper script run: $(CLUSTER) - -## Target for testing cluster deployment -test/integration/gke/deploy: export CLOUDSDK_CONTAINER_CLUSTER = deepcell-test-$(shell bash -c 'echo $$RANDOM') -test/integration/gke/deploy: - # check environment variables - printenv - # check that necessary binaries are installed - helmfile --version - gomplate --version - kubectl version --client - helm version -c - gcloud version - # execute make targets - # make init - cd ./conf && make test/create - cd ./conf && make test/destroy - # celebrate - echo "TESTED" - -test/integration/gke/deploy/elk: export ELK_DEPLOYMENT_TOGGLE = ON -test/integration/gke/deploy/elk: \ - test/integration/gke/deploy - -test/unit: - echo "No unit tests at this time." diff --git a/README.md b/README.md index abbedc86..67129155 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,16 @@ -# DeepCell Kiosk: A Scalable and User-Friendly Environment for Biological Image Analysis +# ![DeepCell Kiosk Banner](https://raw.githubusercontent.com/vanvalenlab/kiosk-console/master/docs/images/DeepCell_Kiosk_Banner.png) -[![Build Status](https://travis-ci.com/vanvalenlab/kiosk.svg?branch=master)](https://travis-ci.com/vanvalenlab/kiosk) -[![Read the Docs](https://img.shields.io/readthedocs/kiosk?logo=Read%20the%20Docs)](https://deepcell-kiosk.readthedocs.io/en/master) -[![Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://github.com/vanvalenlab/kiosk/blob/master/LICENSE) +[![Build Status](https://travis-ci.com/vanvalenlab/kiosk-console.svg?branch=master)](https://travis-ci.com/vanvalenlab/kiosk-console) +[![Read the Docs](https://img.shields.io/readthedocs/kiosk-console?logo=Read%20the%20Docs)](https://deepcell-kiosk.readthedocs.io/en/master) +[![Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://github.com/vanvalenlab/kiosk-console/blob/master/LICENSE) -The DeepCell Kiosk is the entry point for users to spin up an end-to-end DeepCell environment in the cloud using [Kubernetes](https://kubernetes.io/). It is designed to allow researchers to easily deploy and scale a deep learning platform for biological image analysis. Once launched, users can drag-and-drop images to be processed in parallel using publicly available, or custom-built, TensorFlow models. To train custom models, please refer to [DeepCell-TF](https://github.com/vanvalenlab/deepcell-tf), which was designed to facilitate model development and export these models for use with the DeepCell Kiosk. +The `kiosk-console` is the entry point for users to spin up a DeepCell Kiosk, a cloud-native implementation of the DeepCell ecosystem. -The scalability of the DeepCell Kiosk software is enabled by [cloud computing](https://en.wikipedia.org/wiki/Cloud_computing). At present, the Kiosk is only compatible with [Google Cloud](https://cloud.google.com/). +The DeepCell Kiosk is designed to allow researchers to easily deploy and scale a deep learning platform for biological image analysis. Once launched, users can drag-and-drop images to be processed in parallel using publicly available, or custom-built, TensorFlow models. To train custom models, please refer to [`deepcell-tf`](https://github.com/vanvalenlab/deepcell-tf), which was designed to facilitate model development and is capable of exporting these models for use with the DeepCell Kiosk. -A running example of the DeepCell Kiosk is live at [DeepCell.org](https://deepcell.org). +The scalability of the DeepCell Kiosk software is enabled by [Kubernetes](https://kubernetes.io/). At present, the Kiosk is only compatible with [Google Cloud](https://cloud.google.com/). + +An example of the DeepCell Kiosk is live at [DeepCell.org](https://deepcell.org). ## Features @@ -16,7 +18,8 @@ A running example of the DeepCell Kiosk is live at [DeepCell.org](https://deepce - Scalable platform that minimizes cost and inference time - Drag and drop interface for running predictions -### Example +### Examples + @@ -31,11 +34,11 @@ Tracked Image @@ -46,16 +49,16 @@ Tracked Image Start a terminal shell and install the DeepCell Kiosk wrapper script: ```bash -docker run -e DOCKER_TAG=1.1.0 vanvalenlab/kiosk:1.1.0 | sudo bash +docker run -e DOCKER_TAG=1.2.0 vanvalenlab/kiosk-console:1.2.0 | sudo bash ``` -To start the kiosk, just run `kiosk` from the terminal shell. +To start the kiosk, just run `kiosk-console` from the terminal shell. Check out our [docs](https://deepcell-kiosk.readthedocs.io/en/master/GETTING_STARTED.html) for more information on how to start your own kiosk. ## Software Architecture -![Kiosk Architecture](https://raw.githubusercontent.com/vanvalenlab/kiosk/master/docs/images/Kiosk_Architecture.png) +![Kiosk Architecture](https://raw.githubusercontent.com/vanvalenlab/kiosk-console/master/docs/images/Kiosk_Architecture.png) - [Frontend](https://github.com/vanvalenlab/kiosk-frontend): API for creating and managing jobs, and a React-based web interface for the DeepCell Kiosk. @@ -74,17 +77,17 @@ Check out our [docs](https://deepcell-kiosk.readthedocs.io/en/master/GETTING_STA ## Contribute -We welcome contributions to the kiosk. If you are interested, please refer to our [Developer Documentation](https://deepcell-kiosk.readthedocs.io/en/master/DEVELOPER.html), [Code of Conduct](https://github.com/vanvalenlab/kiosk/blob/master/CODE_OF_CONDUCT.md) and [Contributing Guidelines](https://github.com/vanvalenlab/kiosk/blob/master/CONTRIBUTING.md). +We welcome contributions to the kiosk. If you are interested, please refer to our [Developer Documentation](https://deepcell-kiosk.readthedocs.io/en/master/DEVELOPER.html), [Code of Conduct](https://github.com/vanvalenlab/kiosk-console/blob/master/CODE_OF_CONDUCT.md) and [Contributing Guidelines](https://github.com/vanvalenlab/kiosk-console/blob/master/CONTRIBUTING.md). ## Support -Issues are managed through [Github](https://github.com/vanvalenlab/kiosk/issues). +Issues are managed through [Github](https://github.com/vanvalenlab/kiosk-console/issues). Documentation is hosted on [Read the Docs](https://deepcell-kiosk.readthedocs.io/en/master). -A [FAQ](http://www.deepcell.org.faq) page is also available. +A [FAQ](http://www.deepcell.org/faq) page is also available. ## License -This software is license under a modified [APACHE2](https://opensource.org/licenses/Apache-2.0). See [LICENSE](https://github.com/vanvalenlab/kiosk/blob/master/LICENSE) for full details. +This software is license under a modified Apache-2.0 license. See [LICENSE](https://github.com/vanvalenlab/kiosk-console/blob/master/LICENSE) for full details. ## Trademarks @@ -98,5 +101,5 @@ This kiosk was developed with [Cloud Posse, LLC](https://cloudposse.com). They c ## Copyright -Copyright © 2018-2020 [The Van Valen Lab](http://www.vanvalen.caltech.edu/) at the California Institute of Technology (Caltech), with support from the Paul Allen Family Foundation, Google, & National Institutes of Health (NIH) under Grant U24CA224309-01. +Copyright © 2018-2020 [The Van Valen Lab](http://www.vanvalen.caltech.edu/) at the California Institute of Technology (Caltech), with support from the Shurl and Kay Curci Foundation, the Paul Allen Family Foundation, Google, & National Institutes of Health (NIH) under Grant U24CA224309-01. All rights reserved. diff --git a/conf/Makefile b/conf/Makefile index 0574de1e..432687fc 100644 --- a/conf/Makefile +++ b/conf/Makefile @@ -1,10 +1,7 @@ export CLOUD_PROVIDER ?= gke export TRANSLATE_COLON_NOTATION=false -# The if statement is meant to keep this line from executing during testing. -ifeq ($(CONF_PATH_PREFIX), ) - include /build-harness/templates/Makefile.build-harness -endif +include /build-harness/templates/Makefile.build-harness include tasks/Makefile.* @@ -15,13 +12,25 @@ create: \ helmfile/create/all \ kubectl/display/ip \ kubectl/implement/autoscaling - @echo "Cluster created" + @echo "DeepCell Kiosk has been created successfully." ## Destroy cluster destroy: \ helmfile/destroy/all \ $(CLOUD_PROVIDER)/destroy/all - @echo "Cluster destroyed" + @echo "DeepCell Kiosk has been destroyed successfully." + +# Unit tests +test/unit: + @echo "Linting helm charts" + @helm init --client-only + @ls -1 -d /conf/charts/* | xargs helm lint + @echo "Linting helmfiles" + @helmfile -f /conf/ELK_helmfiles/ -q build 1>/dev/null + @helmfile -f /conf/helmfile.d/ -q build 1>/dev/null + @echo "Gomplating addons" + @ls -1 -d /conf/addons/*.yaml | xargs -I % gomplate -f % + @echo "All tests passed!" ## Create test cluster test/create: \ @@ -37,3 +46,15 @@ test/destroy: \ helmfile/destroy/all \ $(CLOUD_PROVIDER)/test/destroy/all @echo "Cluster destroyed" + +## Target for testing cluster deployment +test/integration/gke/deploy: export CLOUDSDK_CONTAINER_CLUSTER = deepcell-test-$(shell bash -c 'echo $$((1 + $$RANDOM % 1000))') +test/integration/gke/deploy: + make test/create + # TODO: add more testing workflows + make test/destroy + @echo "TESTED" + +test/integration/gke/deploy/elk: export ELK_DEPLOYMENT_TOGGLE = ON +test/integration/gke/deploy/elk: \ + test/integration/gke/deploy diff --git a/conf/addons/cluster-autoscaler.yaml b/conf/addons/cluster-autoscaler.yaml index dd3d82c1..1f35ecad 100644 --- a/conf/addons/cluster-autoscaler.yaml +++ b/conf/addons/cluster-autoscaler.yaml @@ -222,7 +222,7 @@ spec: - --scale-down-delay-after-add={{ getenv "GPU_SCALE_DOWN_DELAY_AFTER_ADD" | default "30m" }} - --scale-down-delay-after-delete={{ getenv "GPU_SCALE_DOWN_DELAY_AFTER_DELETE" | default "10m" }} - --skip-nodes-with-local-storage=false - - --nodes={{ getenv "GPU_MIN_NODES" | default "0" }}:{{ getenv "GPU_MAX_NODES" | default "2" }}:{{ getenv "GPU_GROUP_NAME" | default "gpu-nodes" }}.{{getenv "KOPS_CLUSTER_NAME"}} + - --nodes={{ getenv "GPU_NODE_MIN_SIZE" | default "0" }}:{{ getenv "GPU_NODE_MAX_SIZE" | default "2" }}:{{ getenv "GPU_GROUP_NAME" | default "gpu-nodes" }}.{{getenv "KOPS_CLUSTER_NAME"}} env: - name: AWS_REGION value: {{ getenv "AWS_REGION" }} diff --git a/conf/patches/hpa.yaml b/conf/addons/hpa.yaml similarity index 69% rename from conf/patches/hpa.yaml rename to conf/addons/hpa.yaml index fe2dd07c..18f7353e 100644 --- a/conf/patches/hpa.yaml +++ b/conf/addons/hpa.yaml @@ -1,3 +1,4 @@ +{{ $max_gpus := conv.ToInt (getenv "GPU_NODE_MAX_SIZE" | default 1) }} --- apiVersion: autoscaling/v2beta1 kind: HorizontalPodAutoscaler @@ -10,35 +11,17 @@ spec: kind: Deployment name: tf-serving minReplicas: 1 - maxReplicas: $GPU_NODE_MAX_SIZE + maxReplicas: {{ $max_gpus }} metrics: - type: Object object: - metricName: tf_serving_scale_metric + metricName: tf_serving_gpu_usage target: apiVersion: v1 kind: Namespace - name: tf_serving_scale_metric + name: tf_serving_gpu_usage targetValue: 70 --- -# apiVersion: autoscaling/v2beta1 -# kind: HorizontalPodAutoscaler -# metadata: -# name: data-processing -# namespace: deepcell -# spec: -# scaleTargetRef: -# apiVersion: apps/v1 -# kind: Deployment -# name: data-processing -# minReplicas: 1 -# maxReplicas: $GPU_MAX_TIMES_TWENTY -# metrics: -# - type: Resource -# resource: -# name: cpu -# targetAverageUtilization: 80 -# --- apiVersion: autoscaling/v2beta1 kind: HorizontalPodAutoscaler metadata: @@ -50,7 +33,7 @@ spec: kind: Deployment name: frontend minReplicas: 1 - maxReplicas: $GPU_MAX_TIMES_TEN + maxReplicas: {{ mul $max_gpus 10 }} metrics: - type: Resource resource: @@ -68,7 +51,7 @@ spec: kind: Deployment name: segmentation-consumer minReplicas: 1 - maxReplicas: $GPU_MAX_TIMES_ONE_HUNDRED_FIFTY + maxReplicas: {{ mul $max_gpus 150 }} metrics: - type: Object object: @@ -82,24 +65,24 @@ spec: apiVersion: autoscaling/v2beta1 kind: HorizontalPodAutoscaler metadata: - name: zip-consumer + name: segmentation-zip-consumer namespace: deepcell spec: scaleTargetRef: apiVersion: apps/v1 kind: Deployment - name: zip-consumer + name: segmentation-zip-consumer minReplicas: 1 - maxReplicas: $GPU_MAX_TIMES_ONE_HUNDRED + maxReplicas: {{ mul $max_gpus 100 }} metrics: - type: Object object: - metricName: zip_consumer_key_ratio + metricName: segmentation_zip_consumer_key_ratio target: apiVersion: v1 kind: Namespace - name: zip_consumer_key_ratio - targetValue: 1 + name: segmentation_zip_consumer_key_ratio + targetValue: 2 --- apiVersion: autoscaling/v2beta1 kind: HorizontalPodAutoscaler @@ -112,7 +95,7 @@ spec: kind: Deployment name: tracking-consumer minReplicas: 1 - maxReplicas: $GPU_MAX_TIMES_FIFTY + maxReplicas: {{ mul $max_gpus 50 }} metrics: - type: Object object: diff --git a/conf/patches/redis-exporter-script.yaml b/conf/addons/redis-exporter-script.yaml similarity index 93% rename from conf/patches/redis-exporter-script.yaml rename to conf/addons/redis-exporter-script.yaml index 3cf7e512..1d6e1dee 100644 --- a/conf/patches/redis-exporter-script.yaml +++ b/conf/addons/redis-exporter-script.yaml @@ -54,10 +54,10 @@ data: local queue_count = get_queue_count(queue) local zip_queue_count = get_queue_count(zip_queue) - table.insert(results, queue .. "_image_keys") + table.insert(results, queue) table.insert(results, tostring(queue_count)) - table.insert(results, queue .. "_zip_keys") + table.insert(results, zip_queue) table.insert(results, tostring(zip_queue_count)) end diff --git a/conf/charts/redis-consumer/values.yaml b/conf/charts/redis-consumer/values.yaml index ab90c2f7..8390aa72 100644 --- a/conf/charts/redis-consumer/values.yaml +++ b/conf/charts/redis-consumer/values.yaml @@ -37,6 +37,9 @@ env: EXPIRE_TIME: 3600 GRPC_TIMEOUT: 30 GRPC_BACKOFF: 3 + MAX_RETRY: 5 + DO_NOTHING_TIMEOUT: 0.5 + STORAGE_MAX_BACKOFF: 60 REDIS_HOST: "redis-master" REDIS_PORT: "6379" @@ -44,38 +47,34 @@ env: TF_HOST: "overwrite_this" TF_PORT: "sepcify_me" - TF_TENSOR_NAME: "image" - TF_TENSOR_DTYPE: "DT_FLOAT" + TF_MAX_BATCH_SIZE: 1 + TF_MIN_MODEL_SIZE: 128 CLOUD_PROVIDER: "aws" AWS_REGION: "us-east-1" GKE_COMPUTE_ZONE: "us-west1-b" - NUCLEAR_MODEL: "panoptic:3" - NUCLEAR_POSTPROCESS: "retinanet-semantic" + NUCLEAR_MODEL: "NuclearSegmentation:0" + NUCLEAR_POSTPROCESS: "deep_watershed" - PHASE_MODEL: "resnet50_retinanet_20190813_all_phase_512:0" - PHASE_POSTPROCESS: "retinanet" + PHASE_MODEL: "PhaseCytoSegmentation:0" + PHASE_POSTPROCESS: "deep_watershed" - CYTOPLASM_MODEL: "resnet50_retinanet_20190903_all_fluorescent_cyto_512:0" - CYTOPLASM_POSTPROCESS: "retinanet" + CYTOPLASM_MODEL: "FluoCytoSegmentation:0" + CYTOPLASM_POSTPROCESS: "deep_watershed" LABEL_DETECT_ENABLED: "false" LABEL_DETECT_MODEL: "LabelDetection:0" - LABEL_RESHAPE_SIZE: 216 - LABEL_DETECT_SAMPLE: 3 SCALE_DETECT_ENABLED: "false" SCALE_DETECT_MODEL: "ScaleDetection:0" - SCALE_RESHAPE_SIZE: 216 - SCALE_DETECT_SAMPLE: 3 DRIFT_CORRECT_ENABLED: "false" NORMALIZE_TRACKING: "false" TRACKING_MODEL: "tracking_model_benchmarking_757_step5_20epoch_80split_9tl:1" - TRACKING_SEGMENT_MODEL: "panoptic:3" - TRACKING_POSTPROCESS_FUNCTION: "retinanet" + TRACKING_SEGMENT_MODEL: "NuclearSegmentation:0" + TRACKING_POSTPROCESS_FUNCTION: "deep_watershed" secrets: AWS_ACCESS_KEY_ID: "change_me" diff --git a/conf/helmfile.d/0100.redis.yaml b/conf/helmfile.d/0100.redis.yaml index d740862f..e466f285 100644 --- a/conf/helmfile.d/0100.redis.yaml +++ b/conf/helmfile.d/0100.redis.yaml @@ -9,8 +9,9 @@ helmDefaults: repositories: # Stable repo of official helm charts - - name: "stable" - url: "https://kubernetes-charts.storage.googleapis.com" + - name: stable + url: https://kubernetes-charts.storage.googleapis.com + releases: # Redis - name: redis @@ -18,7 +19,7 @@ releases: chart: redis component: database chart: stable/redis - version: 8.1.5 + version: 10.5.7 namespace: deepcell values: - resources: @@ -30,11 +31,22 @@ releases: cluster: enabled: true - slaveCount: 2 + slaveCount: 3 sentinel: enabled: true + configmap: |- + # Enable AOF https://redis.io/topics/persistence#append-only-file + appendonly yes + # Disable RDB persistence, AOF persistence already enabled. + save "" + # Prevent fsync() from being called in the main process while a + # BGSAVE or BGREWRITEAOF is in progress. + # If you have latency problems turn this to "yes". Otherwise leave it as + # "no" that is the safest pick from the point of view of durability. + no-appendfsync-on-rewrite yes + sysctlImage: enabled: true mountHostSys: true diff --git a/conf/helmfile.d/0110.prometheus-redis-exporter.yaml b/conf/helmfile.d/0110.prometheus-redis-exporter.yaml index 201a1100..415c6bcb 100644 --- a/conf/helmfile.d/0110.prometheus-redis-exporter.yaml +++ b/conf/helmfile.d/0110.prometheus-redis-exporter.yaml @@ -9,34 +9,31 @@ helmDefaults: repositories: # Stable repo of official helm charts - - name: "stable" - url: "https://kubernetes-charts.storage.googleapis.com" + - name: stable + url: https://kubernetes-charts.storage.googleapis.com releases: - - name: "prometheus-redis-exporter" + - name: prometheus-redis-exporter labels: - chart: "prometheus-redis-exporter" - chart: "stable/prometheus-redis-exporter" - version: "3.2.1" - namespace: "monitoring" + chart: prometheus-redis-exporter + component: monitoring + namespace: monitoring + chart: stable/prometheus-redis-exporter + version: 3.3.3 + namespace: monitoring values: - - resources: - requests: - cpu: 100m - memory: 100Mi - - script: + - script: configmap: prometheus-redis-exporter-script keyname: script service: annotations: - prometheus.io/path: /metrics + prometheus.io/path: "/metrics" prometheus.io/port: "9121" prometheus.io/scrape: "true" annotations: - prometheus.io/path: /metrics + prometheus.io/path: "/metrics" prometheus.io/port: "9121" prometheus.io/scrape: "true" diff --git a/conf/helmfile.d/0210.autoscaler.yaml b/conf/helmfile.d/0210.autoscaler.yaml index 243dfa29..071ed5fc 100644 --- a/conf/helmfile.d/0210.autoscaler.yaml +++ b/conf/helmfile.d/0210.autoscaler.yaml @@ -13,33 +13,26 @@ releases: # References: # - [web address of Helm chart's YAML file] # -- name: "autoscaler" - namespace: "deepcell" +- name: autoscaler + namespace: deepcell labels: - chart: "autoscaler" - component: "autoscaler" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: autoscaler + component: autoscaler + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/autoscaler' - version: "0.1.0" + version: 0.1.0 values: - replicas: 1 image: - repository: "vanvalenlab/kiosk-autoscaler" - tag: "0.4.0" - - serviceAccount: - # Specifies whether a ServiceAccount should be created - create: true - # The name of the ServiceAccount to use. - # If not set and create is true, a name is generated using the fullname template - name: + repository: vanvalenlab/kiosk-autoscaler + tag: 0.4.1 resources: requests: - cpu: 100m + cpu: 50m memory: 64Mi # limits: # cpu: 100m diff --git a/conf/helmfile.d/0220.redis-janitor.yaml b/conf/helmfile.d/0220.redis-janitor.yaml index 946e205d..0b3f3b5c 100644 --- a/conf/helmfile.d/0220.redis-janitor.yaml +++ b/conf/helmfile.d/0220.redis-janitor.yaml @@ -13,29 +13,22 @@ releases: # References: # - [web address of Helm chart's YAML file] # -- name: "redis-janitor" - namespace: "deepcell" +- name: redis-janitor + namespace: deepcell labels: - chart: "redis-janitor" - component: "redis-janitor" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: redis-janitor + component: redis-janitor + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/redis-janitor' - version: "0.1.0" + version: 0.1.0 values: - replicas: 1 image: - repository: "vanvalenlab/kiosk-redis-janitor" - tag: "0.3.0" - - serviceAccount: - # Specifies whether a ServiceAccount should be created - create: true - # The name of the ServiceAccount to use. - # If not set and create is true, a name is generated using the fullname template - name: + repository: vanvalenlab/kiosk-redis-janitor + tag: 0.3.2 resources: requests: diff --git a/conf/helmfile.d/0230.segmentation-consumer.yaml b/conf/helmfile.d/0230.segmentation-consumer.yaml index 20d7e9bd..ce4cd74f 100644 --- a/conf/helmfile.d/0230.segmentation-consumer.yaml +++ b/conf/helmfile.d/0230.segmentation-consumer.yaml @@ -11,26 +11,26 @@ releases: # # References: -# - [web address of Helm chart's YAML file] +# - https://github.com/vanvalenlab/kiosk-console/tree/master/conf/charts/redis-consumer # -- name: "segmentation-consumer" - namespace: "deepcell" +- name: segmentation-consumer + namespace: deepcell labels: - chart: "redis-consumer" - component: "deepcell" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: redis-consumer + component: deepcell + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/redis-consumer' - version: "0.1.0" + version: 0.1.0 values: - replicas: 1 image: - repository: "vanvalenlab/kiosk-redis-consumer" - tag: "0.4.4" + repository: vanvalenlab/kiosk-redis-consumer + tag: 0.6.0 - nameOverride: "segmentation-consumer" + nameOverride: segmentation-consumer resources: requests: @@ -56,6 +56,7 @@ releases: EMPTY_QUEUE_TIMEOUT: 5 GRPC_TIMEOUT: 20 GRPC_BACKOFF: 3 + MAX_RETRY: 5 REDIS_HOST: "redis" REDIS_PORT: 26379 @@ -63,31 +64,27 @@ releases: TF_HOST: "tf-serving" TF_PORT: 8500 - TF_TENSOR_NAME: "image" - TF_TENSOR_DTYPE: "DT_FLOAT" + TF_MAX_BATCH_SIZE: 64 + TF_MIN_MODEL_SIZE: 128 AWS_REGION: '{{ env "AWS_REGION" | default "us-east-1" }}' CLOUD_PROVIDER: '{{ env "CLOUD_PROVIDER" | default "aws" }}' GKE_COMPUTE_ZONE: '{{ env "GKE_COMPUTE_ZONE" | default "us-west1-b" }}' - NUCLEAR_MODEL: "panoptic:3" - NUCLEAR_POSTPROCESS: "retinanet-semantic" + NUCLEAR_MODEL: "NuclearSegmentation:0" + NUCLEAR_POSTPROCESS: "deep_watershed" - PHASE_MODEL: "resnet50_retinanet_20190813_all_phase_512:0" - PHASE_POSTPROCESS: "retinanet" + PHASE_MODEL: "PhaseCytoSegmentation:0" + PHASE_POSTPROCESS: "deep_watershed" - CYTOPLASM_MODEL: "resnet50_retinanet_20190903_all_fluorescent_cyto_512:0" - CYTOPLASM_POSTPROCESS: "retinanet" + CYTOPLASM_MODEL: "FluoCytoSegmentation:0" + CYTOPLASM_POSTPROCESS: "deep_watershed" LABEL_DETECT_ENABLED: "true" LABEL_DETECT_MODEL: "LabelDetection:0" - LABEL_RESHAPE_SIZE: 216 - LABEL_DETECT_SAMPLE: 10 SCALE_DETECT_ENABLED: "true" SCALE_DETECT_MODEL: "ScaleDetection:0" - SCALE_RESHAPE_SIZE: 216 - SCALE_DETECT_SAMPLE: 10 secrets: AWS_ACCESS_KEY_ID: '{{ env "AWS_ACCESS_KEY_ID" | default "NA" }}' diff --git a/conf/helmfile.d/0240.zip-consumer.yaml b/conf/helmfile.d/0240.segmentation-zip-consumer.yaml similarity index 79% rename from conf/helmfile.d/0240.zip-consumer.yaml rename to conf/helmfile.d/0240.segmentation-zip-consumer.yaml index 2c7c96a8..6c9575e3 100644 --- a/conf/helmfile.d/0240.zip-consumer.yaml +++ b/conf/helmfile.d/0240.segmentation-zip-consumer.yaml @@ -11,26 +11,26 @@ releases: # # References: -# - [web address of Helm chart's YAML file] +# - https://github.com/vanvalenlab/kiosk-console/tree/master/conf/charts/redis-consumer # -- name: "zip-consumer" - namespace: "deepcell" +- name: segmentation-zip-consumer + namespace: deepcell labels: - chart: "redis-consumer" - component: "deepcell" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: redis-consumer + component: deepcell + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/redis-consumer' - version: "0.1.0" + version: 0.1.0 values: - replicas: 1 image: - repository: "vanvalenlab/kiosk-redis-consumer" - tag: "0.4.4" + repository: vanvalenlab/kiosk-redis-consumer + tag: 0.6.0 - nameOverride: zip-consumer + nameOverride: segmentation-zip-consumer resources: requests: diff --git a/conf/helmfile.d/0250.tracking-consumer.yaml b/conf/helmfile.d/0250.tracking-consumer.yaml index 204cdac3..c9f738fd 100644 --- a/conf/helmfile.d/0250.tracking-consumer.yaml +++ b/conf/helmfile.d/0250.tracking-consumer.yaml @@ -11,26 +11,26 @@ releases: # # References: -# - [web address of Helm chart's YAML file] +# - https://github.com/vanvalenlab/kiosk-console/tree/master/conf/charts/redis-consumer # -- name: "tracking-consumer" - namespace: "deepcell" +- name: tracking-consumer + namespace: deepcell labels: - chart: "redis-consumer" - component: "deepcell" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: redis-consumer + component: deepcell + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/redis-consumer' - version: "0.1.0" + version: 0.1.0 values: - replicas: 1 image: - repository: "vanvalenlab/kiosk-redis-consumer" - tag: "0.4.4" + repository: vanvalenlab/kiosk-redis-consumer + tag: 0.6.0 - nameOverride: "tracking-consumer" + nameOverride: tracking-consumer resources: requests: @@ -57,6 +57,7 @@ releases: EMPTY_QUEUE_TIMEOUT: 5 GRPC_TIMEOUT: 20 GRPC_BACKOFF: 3 + MAX_RETRY: 5 REDIS_HOST: "redis" REDIS_PORT: 26379 @@ -64,38 +65,34 @@ releases: TF_HOST: "tf-serving" TF_PORT: 8500 - TF_TENSOR_NAME: "image" - TF_TENSOR_DTYPE: "DT_FLOAT" + TF_MAX_BATCH_SIZE: 64 + TF_MIN_MODEL_SIZE: 128 AWS_REGION: '{{ env "AWS_REGION" | default "us-east-1" }}' CLOUD_PROVIDER: '{{ env "CLOUD_PROVIDER" | default "aws" }}' GKE_COMPUTE_ZONE: '{{ env "GKE_COMPUTE_ZONE" | default "us-west1-b" }}' - NUCLEAR_MODEL: "panoptic:3" - NUCLEAR_POSTPROCESS: "retinanet-semantic" + NUCLEAR_MODEL: "NuclearSegmentation:0" + NUCLEAR_POSTPROCESS: "deep_watershed" - PHASE_MODEL: "resnet50_retinanet_20190813_all_phase_512:0" - PHASE_POSTPROCESS: "retinanet" + PHASE_MODEL: "PhaseCytoSegmentation:0" + PHASE_POSTPROCESS: "deep_watershed" - CYTOPLASM_MODEL: "resnet50_retinanet_20190903_all_fluorescent_cyto_512:0" - CYTOPLASM_POSTPROCESS: "retinanet" + CYTOPLASM_MODEL: "FluoCytoSegmentation:0" + CYTOPLASM_POSTPROCESS: "deep_watershed" LABEL_DETECT_ENABLED: "true" LABEL_DETECT_MODEL: "LabelDetection:0" - LABEL_RESHAPE_SIZE: 216 - LABEL_DETECT_SAMPLE: 10 SCALE_DETECT_ENABLED: "true" SCALE_DETECT_MODEL: "ScaleDetection:0" - SCALE_RESHAPE_SIZE: 216 - SCALE_DETECT_SAMPLE: 10 DRIFT_CORRECT_ENABLED: "false" NORMALIZE_TRACKING: "true" TRACKING_MODEL: "tracking_model_benchmarking_757_step5_20epoch_80split_9tl:1" - TRACKING_SEGMENT_MODEL: "panoptic:3" - TRACKING_POSTPROCESS_FUNCTION: "retinanet" + TRACKING_SEGMENT_MODEL: "NuclearSegmentation:0" + TRACKING_POSTPROCESS_FUNCTION: "deep_watershed" secrets: AWS_ACCESS_KEY_ID: '{{ env "AWS_ACCESS_KEY_ID" | default "NA" }}' diff --git a/conf/helmfile.d/0300.frontend.yaml b/conf/helmfile.d/0300.frontend.yaml index 41f8011a..4aa9a3a5 100644 --- a/conf/helmfile.d/0300.frontend.yaml +++ b/conf/helmfile.d/0300.frontend.yaml @@ -28,7 +28,7 @@ releases: image: repository: vanvalenlab/kiosk-frontend - tag: 0.4.0 + tag: 0.4.2 resources: requests: diff --git a/conf/helmfile.d/0310.tf-serving.yaml b/conf/helmfile.d/0310.tf-serving.yaml index af82eece..77ed967d 100644 --- a/conf/helmfile.d/0310.tf-serving.yaml +++ b/conf/helmfile.d/0310.tf-serving.yaml @@ -13,26 +13,25 @@ releases: # References: # - [web address of Helm chart's YAML file] # -- name: "tf-serving" - namespace: "deepcell" +- name: tf-serving + namespace: deepcell labels: - chart: "tf-serving" - component: "deepcell" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: tf-serving + component: deepcell + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/tf-serving' - version: "0.1.0" + version: 0.1.0 values: - replicas: 0 image: - repository: "vanvalenlab/kiosk-tf-serving" - tag: "0.2.1" + repository: vanvalenlab/kiosk-tf-serving + tag: 0.2.1 resources: requests: - nvidia.com/gpu: 1 cpu: 1 memory: 3.5Gi limits: @@ -41,15 +40,15 @@ releases: # memory: 8Gi tolerations: - - key: "nvidia.com/gpu" - operator: "Exists" - effect: "NoSchedule" - - key: "prediction_gpu" - operator: "Exists" - effect: "NoSchedule" + - key: nvidia.com/gpu + operator: Exists + effect: NoSchedule + - key: prediction_gpu + operator: Exists + effect: NoSchedule service: - type: "ClusterIP" + type: ClusterIP httpIngressEnabled: true internalHttpPort: 8501 @@ -77,7 +76,7 @@ releases: {{ if eq (env "CLOUD_PROVIDER" | default "aws") "aws" }} beta.kubernetes.io/instance-type: '{{ env "AWS_GPU_MACHINE_TYPE" | default "p2.xlarge" }}' {{ else }} - cloud.google.com/gke-accelerator: '{{ env "GCP_PREDICTION_GPU_TYPE" | default "nvidia-tesla-k80" }}' + cloud.google.com/gke-accelerator: '{{ env "GCP_PREDICTION_GPU_TYPE" | default "nvidia-tesla-t4" }}' cloud.google.com/gke-preemptible: "true" {{ end }} @@ -88,7 +87,7 @@ releases: MODEL_CONFIG_FILE: /kiosk/tf-serving/models.conf BATCHING_CONFIG_FILE: /kiosk/tf-serving/batching_config.txt ENABLE_BATCHING: "true" - MAX_BATCH_SIZE: 1 + MAX_BATCH_SIZE: 128 BATCH_TIMEOUT_MICROS: 0 MAX_ENQUEUED_BATCHES: 512 GRPC_CHANNEL_ARGS: "" @@ -105,4 +104,4 @@ releases: AWS_SECRET_ACCESS_KEY: '{{ env "AWS_SECRET_ACCESS_KEY" | default "NA" }}' AWS_S3_BUCKET: '{{ env "AWS_S3_BUCKET" | default "NA" }}' # GCLOUD_STORAGE_BUCKET: '{{ env "CLOUDSDK_BUCKET" | default "NA" }}' - GCLOUD_STORAGE_BUCKET: "deepcell-models" + GCLOUD_STORAGE_BUCKET: deepcell-models diff --git a/conf/helmfile.d/0410.benchmarking.yaml b/conf/helmfile.d/0410.benchmarking.yaml index 2aca8b4c..f56d8c6c 100644 --- a/conf/helmfile.d/0410.benchmarking.yaml +++ b/conf/helmfile.d/0410.benchmarking.yaml @@ -28,7 +28,7 @@ releases: image: repository: vanvalenlab/kiosk-benchmarking - tag: 0.2.3 + tag: 0.3.1 resources: requests: @@ -40,15 +40,17 @@ releases: NUM_CYCLES: 1 NUM_GPUS: '{{ env "GPU_NODE_MAX_SIZE" | default "MIA" }}' GRAFANA_USER: admin - GRAFANA_PASSWORD: prom-operator + GRAFANA_PASSWORD: '{{ env "GRAFANA_PASSWORD" | default "prom-operator" }}' GRAFANA_HOST: prometheus-operator-grafana.monitoring.svc.cluster.local LOG_LEVEL: INFO + SCALE: 1 + LABEL: "" API_HOST: '{{ env "CLUSTER_ADDRESS" | default "frontend" }}' FILE: zip100.zip COUNT: 100 - MODEL: watershednuclearnofgbg41f16:0 + MODEL: NuclearSegmentation:0 UPLOAD_PREFIX: uploads - POSTPROCESS: watershed + POSTPROCESS: deep_watershed PREPROCESS: "" START_DELAY: 0.5 UPDATE_INTERVAL: 15 diff --git a/conf/helmfile.d/0600.prometheus-operator.yaml b/conf/helmfile.d/0600.prometheus-operator.yaml index b033a5e4..79c4fecb 100644 --- a/conf/helmfile.d/0600.prometheus-operator.yaml +++ b/conf/helmfile.d/0600.prometheus-operator.yaml @@ -15,92 +15,64 @@ releases: # - https://github.com/coreos/prometheus-operator/tree/master/helm/prometheus-operator # - https://github.com/coreos/prometheus-operator # -- name: "prometheus-operator" - namespace: "monitoring" +- name: prometheus-operator + namespace: monitoring labels: - chart: "prometheus-operator" - repo: "stable" - component: "monitoring" - namespace: "monitoring" - vendor: "coreos" - default: "true" - chart: "stable/prometheus-operator" - version: "5.19.0" + chart: prometheus-operator + repo: stable + component: monitoring + namespace: monitoring + vendor: coreos + default: true + chart: stable/prometheus-operator + version: 8.12.3 wait: true values: - # Default values for prometheus-operator. - # This is a YAML-formatted file. - # Declare variables to be passed into your templates. - - ## Provide a name in place of prometheus-operator for `app:` labels - ## - - nameOverride: "" - - ## Provide a name to substitute for the full names of resources - ## - fullnameOverride: "" - - ## Labels to apply to all resources - ## - commonLabels: {} - # scmhash: abc123 - # myLabel: aakkmd - - ## Create default rules for monitoring the cluster - ## - defaultRules: - create: true - rules: - alertmanager: true - etcd: true - general: true - k8s: true - kubeApiserver: true - kubePrometheusNodeAlerting: true - kubePrometheusNodeRecording: true - kubeScheduler: true - kubernetesAbsent: true - kubernetesApps: true - kubernetesResources: true - kubernetesStorage: true - kubernetesSystem: true - node: true - prometheusOperator: true - prometheus: true - ## Labels for default rules - labels: {} - ## Annotations for default rules - annotations: {} - - ## Provide custom recording or alerting rules to be deployed into the cluster. - ## - additionalPrometheusRules: + # A list of all possible values can be found: + # https://github.com/helm/charts/blob/master/stable/prometheus-operator/values.yaml + - additionalPrometheusRulesMap: - name: custom-prometheus-rules groups: - - name: custom-redis-metrics + - name: tf-serving-metrics rules: - - record: avg_gpu_usage - expr: avg(container_accelerator_duty_cycle) + - record: tf_serving_gpu_usage + expr: |- + avg( + container_accelerator_duty_cycle{container_name="tf-serving"} + ) or vector(0) + labels: + deployment: tf-serving + namespace: deepcell + - record: tf_serving_up + expr: |- + max( + clamp_max( + kube_deployment_status_replicas_available{deployment="tf-serving"}, + 1 + ) or vector(0) + ) labels: + deployment: tf-serving namespace: deepcell - service: gpu-average-service - - record: tf_serving_scale_metric - expr: avg_over_time(avg_gpu_usage[15s]) + - name: consumer-metrics + rules: + - record: consumers_per_gpu + expr: |- + kube_deployment_status_replicas_available{deployment=~".*-consumer"} + / on() group_left + max( + kube_deployment_status_replicas_available{deployment="tf-serving"} + or vector(1) + ) labels: namespace: deepcell - service: tf-serving-scaling-service - - record: tf_serving_running_pods + - record: consumer_key_ratio expr: |- - clamp_max( - clamp_min( - kube_deployment_status_replicas_available{deployment="tf-serving"} - , 0) - , 1) - or on() - up{service="kubernetes"} * on() 0 + redis_script_values + / on(deployment) + kube_deployment_spec_replicas labels: namespace: deepcell - service: tf-serving-running-service - record: segmentation_consumer_key_ratio # COMPLICATED scaling metric that prevents too many consumers # per GPU. If too many consumers, scale down slightly. @@ -108,357 +80,56 @@ releases: # ( # min(1 - GPU, keys/consumers) * !is_too_many_consumers # + - # .9 * target * is_too_many_consumers) + # .75 * target * is_too_many_consumers) # ) * is_tf_up expr: |- ( ( - (100 - tf_serving_scale_metric) / 100 - < on() - clamp_max( - ( - avg_over_time(redis_script_values{key="segmentation_image_keys"}[15s]) - / on() - ( - avg_over_time(kube_deployment_status_replicas_available{deployment="segmentation-consumer"}[15s]) - * - 100 - ) - ) - , 1) - or - clamp_max( - ( - avg_over_time(redis_script_values{key="segmentation_image_keys"}[15s]) - / on() - ( - avg_over_time(kube_deployment_status_replicas_available{deployment="segmentation-consumer"}[15s]) - * - 100 - ) - ) - , 1) - ) - * on() - ( - clamp_max( - clamp_min( - avg_over_time(kube_deployment_status_replicas_available{deployment="segmentation-consumer"}[15s]) - , 0) - / on() - clamp_min( - avg_over_time(kube_deployment_status_replicas_available{deployment="tf-serving"}[15s]) + min( + 1 - tf_serving_gpu_usage / 100 + < on(namespace) + consumer_key_ratio{deployment="segmentation-consumer"} / 100 + or + clamp_max( + consumer_key_ratio{deployment="segmentation-consumer"} / 100 , 1) - <= on() - 150 - or on() - up{service="kubernetes"} * on() 0 - , 1) - ) - + on() - ( - clamp_max( - clamp_min( - avg_over_time(kube_deployment_status_replicas_available{deployment="segmentation-consumer"}[15s]) - , 0) - / on() - clamp_min( - avg_over_time(kube_deployment_status_replicas_available{deployment="tf-serving"}[15s]) - , 0) - > on() - 150 - or on() - up{service="kubernetes"} * on() 0 - , 1) - * on() - .9 * .15 - ) - ) - * on() - tf_serving_running_pods + ) * + scalar(consumers_per_gpu{deployment="segmentation-consumer"} <= bool 150) + ) + ( + scalar(consumers_per_gpu{deployment="segmentation-consumer"} > bool 150) + ) * .75 * .15 + ) * scalar(tf_serving_up > bool 0) labels: + deployment: segmentation-consumer namespace: deepcell - service: segmentation-scaling-service - - record: zip_consumer_key_ratio + - record: segmentation_zip_consumer_key_ratio expr: |- - avg_over_time(redis_script_values{key="segmentation_zip_keys"}[15s]) - / on() - ( - avg_over_time(kube_deployment_spec_replicas{deployment="zip-consumer"}[15s]) - + - 1 - ) + consumer_key_ratio{deployment="segmentation-zip-consumer"} labels: + deployment: zip-consumer namespace: deepcell - service: zip-scaling-service - record: tracking_consumer_key_ratio expr: |- - avg_over_time(redis_script_values{key="tracking_image_keys"}[15s]) - / on() - ( - avg_over_time(kube_deployment_spec_replicas{deployment="tracking-consumer"}[15s]) - + - 1 - ) + consumer_key_ratio{deployment="tracking-consumer"} + * on() tf_serving_up labels: + deployment: tracking-consumer namespace: deepcell - service: tracking-scaling-service - - ## - global: - rbac: - create: true - pspEnabled: true - - ## Reference to one or more secrets to be used when pulling images - ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/ - ## - imagePullSecrets: [] - # - name: "image-pull-secret" - - ## Configuration for alertmanager - ## ref: https://prometheus.io/docs/alerting/alertmanager/ - ## - alertmanager: - - ## Deploy alertmanager - ## - enabled: true - - ## Service account for Alertmanager to use. - ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ - ## - serviceAccount: - create: true - name: "" - - ## Configure pod disruption budgets for Alertmanager - ## ref: https://kubernetes.io/docs/tasks/run-application/configure-pdb/#specifying-a-poddisruptionbudget - ## This configuration is immutable once created and will require the PDB to be deleted to be changed - ## https://github.com/kubernetes/kubernetes/issues/45398 - ## - podDisruptionBudget: - enabled: false - minAvailable: 1 - maxUnavailable: "" - - ## Alertmanager configuration directives - ## ref: https://prometheus.io/docs/alerting/configuration/#configuration-file - ## https://prometheus.io/webtools/alerting/routing-tree-editor/ - ## - config: - global: - resolve_timeout: 5m - route: - group_by: ['job'] - group_wait: 30s - group_interval: 5m - repeat_interval: 12h - receiver: 'null' - routes: - - match: - alertname: Watchdog - receiver: 'null' - receivers: - - name: 'null' - - ## Alertmanager template files to format alerts - ## ref: https://prometheus.io/docs/alerting/notifications/ - ## https://prometheus.io/docs/alerting/notification_examples/ - ## - templateFiles: {} - - ingress: - enabled: false - - annotations: {} - - labels: {} - - ## Hosts must be provided if Ingress is enabled. - ## - hosts: [] - # - alertmanager.domain.com - - ## Paths to use for ingress rules - one path should match the alertmanagerSpec.routePrefix - ## - paths: [] - # - / - - ## TLS configuration for Alertmanager Ingress - ## Secret must be manually created in the namespace - ## - tls: [] - # - secretName: alertmanager-general-tls - # hosts: - # - alertmanager.example.com - - ## Configuration for Alertmanager service - ## - service: - annotations: {} - labels: {} - clusterIP: "" - - ## Port to expose on each node - ## Only used if service.type is 'NodePort' - ## - nodePort: 30903 - ## List of IP addresses at which the Prometheus server service is available - ## Ref: https://kubernetes.io/docs/user-guide/services/#external-ips - ## - externalIPs: [] - loadBalancerIP: "" - loadBalancerSourceRanges: [] - ## Service type - ## - type: ClusterIP - - ## If true, create a serviceMonitor for alertmanager - ## - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - selfMonitor: true - - ## Settings affecting alertmanagerSpec - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#alertmanagerspec - ## - alertmanagerSpec: - ## Standard object’s metadata. More info: https://github.com/kubernetes/community/blob/master/contributors/devel/api-conventions.md#metadata - ## Metadata Labels and Annotations gets propagated to the Alertmanager pods. - ## - podMetadata: {} - - ## Image of Alertmanager - ## - image: - repository: quay.io/prometheus/alertmanager - tag: v0.16.2 - - ## Secrets is a list of Secrets in the same namespace as the Alertmanager object, which shall be mounted into the - ## Alertmanager Pods. The Secrets are mounted into /etc/alertmanager/secrets/. - ## - secrets: [] - - ## ConfigMaps is a list of ConfigMaps in the same namespace as the Alertmanager object, which shall be mounted into the Alertmanager Pods. - ## The ConfigMaps are mounted into /etc/alertmanager/configmaps/. - ## - configMaps: [] - - ## Log level for Alertmanager to be configured with. - ## - logLevel: info - - ## Size is the expected size of the alertmanager cluster. The controller will eventually make the size of the - ## running cluster equal to the expected size. - replicas: 1 - - ## Time duration Alertmanager shall retain data for. Default is '120h', and must match the regular expression - ## [0-9]+(ms|s|m|h) (milliseconds seconds minutes hours). - ## - retention: 120h - - ## Storage is the definition of how storage will be used by the Alertmanager instances. - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/user-guides/storage.md - ## - storage: {} - # volumeClaimTemplate: - # spec: - # storageClassName: gluster - # accessModes: ["ReadWriteOnce"] - # resources: - # requests: - # storage: 50Gi - # selector: {} - - - ## The external URL the Alertmanager instances will be available under. This is necessary to generate correct URLs. This is necessary if Alertmanager is not served from root of a DNS name. string false - ## - externalUrl: - - ## The route prefix Alertmanager registers HTTP handlers for. This is useful, if using ExternalURL and a proxy is rewriting HTTP routes of a request, and the actual ExternalURL is still true, - ## but the server serves requests under a different route prefix. For example for use with kubectl proxy. - ## - routePrefix: / - - ## If set to true all actions on the underlying managed objects are not going to be performed, except for delete actions. - ## - paused: false - - ## Define which Nodes the Pods are scheduled on. - ## ref: https://kubernetes.io/docs/user-guide/node-selection/ - ## - nodeSelector: {} - - ## Define resources requests and limits for single Pods. - ## ref: https://kubernetes.io/docs/user-guide/compute-resources/ - ## - resources: {} - # requests: - # memory: 400Mi - - ## Pod anti-affinity can prevent the scheduler from placing Prometheus replicas on the same node. - ## The default value "soft" means that the scheduler should *prefer* to not schedule two replica pods onto the same node but no guarantee is provided. - ## The value "hard" means that the scheduler is *required* to not schedule two replica pods onto the same node. - ## The value "" will disable pod anti-affinity so that no anti-affinity rules will be configured. - ## - podAntiAffinity: "" - - ## If anti-affinity is enabled sets the topologyKey to use for anti-affinity. - ## This can be changed to, for example, failure-domain.beta.kubernetes.io/zone - ## - podAntiAffinityTopologyKey: kubernetes.io/hostname - - ## If specified, the pod's tolerations. - ## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/ - ## - tolerations: [] - # - key: "key" - # operator: "Equal" - # value: "value" - # effect: "NoSchedule" - - ## SecurityContext holds pod-level security attributes and common container settings. - ## This defaults to non root user with uid 1000 and gid 2000. *v1.PodSecurityContext false - ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/ - ## - securityContext: - runAsNonRoot: true - runAsUser: 1000 - fsGroup: 2000 - - ## ListenLocal makes the Alertmanager server listen on loopback, so that it does not bind against the Pod IP. - ## Note this is only for the Alertmanager UI, not the gossip communication. - ## - listenLocal: false - - ## Containers allows injecting additional containers. This is meant to allow adding an authentication proxy to an Alertmanager pod. - ## - containers: [] - - ## Priority class assigned to the Pods - ## - priorityClassName: "" - - ## AdditionalPeers allows injecting a set of additional Alertmanagers to peer with to form a highly available cluster. - ## - additionalPeers: [] ## Using default values from https://github.com/helm/charts/blob/master/stable/grafana/values.yaml ## grafana: + enabled: true ## Deploy default dashboards. ## defaultDashboardsEnabled: true - adminPassword: prom-operator + adminPassword: '{{ env "GRAFANA_PASSWORD" | default "prom-operator" }}' dashboards: - vendor: + default: prometheus-stats: # Ref: https://grafana.com/dashboards/2 gnetId: 2 @@ -470,711 +141,10 @@ releases: revision: 2 datasource: Prometheus - ingress: - ## If true, Grafana Ingress will be created - ## - enabled: false - - ## Annotations for Grafana Ingress - ## - annotations: {} - # kubernetes.io/ingress.class: nginx - # kubernetes.io/tls-acme: "true" - - ## Labels to be added to the Ingress - ## - labels: {} - - ## Hostnames. - ## Must be provided if Ingress is enable. - ## - # hosts: - # - grafana.domain.com - hosts: - - grafana.deepcell.org - - ## Path for grafana ingress - path: / - - ## TLS configuration for grafana Ingress - ## Secret must be manually created in the namespace - ## - tls: [] - # - secretName: grafana-general-tls - # hosts: - # - grafana.example.com - - sidecar: - dashboards: - enabled: true - label: grafana_dashboard - datasources: - enabled: true - defaultDatasourceEnabled: true - ## Create datasource for each Pod of Prometheus StatefulSet; - ## this uses headless service `prometheus-operated` which is - ## created by Prometheus Operator - ## ref: https://git.io/fjaBS - createPrometheusReplicasDatasources: false - label: grafana_datasource - - extraConfigmapMounts: [] - # - name: certs-configmap - # mountPath: /etc/grafana/ssl/ - # configMap: certs-configmap - # readOnly: true - - ## Configure additional grafana datasources - ## ref: http://docs.grafana.org/administration/provisioning/#datasources - additionalDataSources: [] - # - name: prometheus-sample - # access: proxy - # basicAuth: true - # basicAuthPassword: pass - # basicAuthUser: daco - # editable: false - # jsonData: - # tlsSkipVerify: true - # orgId: 1 - # type: prometheus - # url: https://prometheus.svc:9090 - # version: 1 - - ## If true, create a serviceMonitor for grafana - ## - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - selfMonitor: true - - ## Component scraping the kube api server - ## - kubeApiServer: - enabled: true - tlsConfig: - serverName: kubernetes - insecureSkipVerify: false - - ## If your API endpoint address is not reachable (as in AKS) you can replace it with the kubernetes service - ## - relabelings: [] - # - sourceLabels: - # - __meta_kubernetes_namespace - # - __meta_kubernetes_service_name - # - __meta_kubernetes_endpoint_port_name - # action: keep - # regex: default;kubernetes;https - # - targetLabel: __address__ - # replacement: kubernetes.default.svc:443 - - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - jobLabel: component - selector: - matchLabels: - component: apiserver - provider: kubernetes - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - ## Component scraping the kubelet and kubelet-hosted cAdvisor - ## - kubelet: - enabled: true - namespace: kube-system - - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - - ## Enable scraping the kubelet over https. For requirements to enable this see - ## https://github.com/coreos/prometheus-operator/issues/926 - ## - https: true - - ## Metric relabellings to apply to samples before ingestion - ## - cAdvisorMetricRelabelings: [] - # - sourceLabels: [__name__, image] - # separator: ; - # regex: container_([a-z_]+); - # replacement: $1 - # action: drop - # - sourceLabels: [__name__] - # separator: ; - # regex: container_(network_tcp_usage_total|network_udp_usage_total|tasks_state|cpu_load_average_10s) - # replacement: $1 - # action: drop - - # relabel configs to apply to samples before ingestion. - ## - cAdvisorRelabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Component scraping the kube controller manager - ## - kubeControllerManager: - enabled: true - - ## If your kube controller manager is not deployed as a pod, specify IPs it can be found on - ## - endpoints: [] - # - 10.141.4.22 - # - 10.141.4.23 - # - 10.141.4.24 - - ## If using kubeControllerManager.endpoints only the port and targetPort are used - ## - service: - port: 10252 - targetPort: 10252 - selector: - component: kube-controller-manager - - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - - ## Enable scraping kube-controller-manager over https. - ## Requires proper certs (not self-signed) and delegated authentication/authorization checks - ## - https: false - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - # relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Component scraping coreDns. Use either this or kubeDns - ## - coreDns: - enabled: true - service: - port: 9153 - targetPort: 9153 - selector: - k8s-app: kube-dns - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - # relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Component scraping kubeDns. Use either this or coreDns - ## - kubeDns: - enabled: false - service: - selector: - k8s-app: kube-dns - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - # relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Component scraping etcd - ## - kubeEtcd: - enabled: true - - ## If your etcd is not deployed as a pod, specify IPs it can be found on - ## - endpoints: [] - # - 10.141.4.22 - # - 10.141.4.23 - # - 10.141.4.24 - - ## Etcd service. If using kubeEtcd.endpoints only the port and targetPort are used - ## - service: - port: 2379 - targetPort: 2379 - selector: - component: etcd - - ## Configure secure access to the etcd cluster by loading a secret into prometheus and - ## specifying security configuration below. For example, with a secret named etcd-client-cert - ## - ## serviceMonitor: - ## scheme: https - ## insecureSkipVerify: false - ## serverName: localhost - ## caFile: /etc/prometheus/secrets/etcd-client-cert/etcd-ca - ## certFile: /etc/prometheus/secrets/etcd-client-cert/etcd-client - ## keyFile: /etc/prometheus/secrets/etcd-client-cert/etcd-client-key - ## - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - scheme: http - insecureSkipVerify: false - serverName: "" - caFile: "" - certFile: "" - keyFile: "" - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - # relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - - ## Component scraping kube scheduler - ## - kubeScheduler: - enabled: true - - ## If your kube scheduler is not deployed as a pod, specify IPs it can be found on - ## - endpoints: [] - # - 10.141.4.22 - # - 10.141.4.23 - # - 10.141.4.24 - - ## If using kubeScheduler.endpoints only the port and targetPort are used - ## - service: - port: 10251 - targetPort: 10251 - selector: - component: kube-scheduler - - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - ## Enable scraping kube-controller-manager over https. - ## Requires proper certs (not self-signed) and delegated authentication/authorization checks - ## - https: false - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - # relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Component scraping kube state metrics - ## - kubeStateMetrics: - enabled: true - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - action: keep - # regex: 'kube_(daemonset|deployment|pod|namespace|node|statefulset).+' - # sourceLabels: [__name__] - - # relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Configuration for kube-state-metrics subchart - ## - kube-state-metrics: - rbac: - create: true - podSecurityPolicy: - enabled: true - - ## Deploy node exporter as a daemonset to all nodes - ## - nodeExporter: - enabled: true - - ## Use the value configured in prometheus-node-exporter.podLabels - ## - jobLabel: jobLabel - - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - - ## metric relabel configs to apply to samples before ingestion. - ## - metricRelabelings: [] - # - sourceLabels: [__name__] - # separator: ; - # regex: ^node_mountstats_nfs_(event|operations|transport)_.+ - # replacement: $1 - # action: drop - - ## relabel configs to apply to samples before ingestion. - ## - relabelings: [] - # - sourceLabels: [__meta_kubernetes_pod_node_name] - # separator: ; - # regex: ^(.*)$ - # target_label: nodename - # replacement: $1 - # action: replace - - ## Configuration for prometheus-node-exporter subchart - ## - prometheus-node-exporter: - podLabels: - ## Add the 'node-exporter' label to be used by serviceMonitor to match standard common usage in rules and grafana dashboards - ## - jobLabel: node-exporter - extraArgs: - - --collector.filesystem.ignored-mount-points=^/(dev|proc|sys|var/lib/docker/.+)($|/) - - --collector.filesystem.ignored-fs-types=^(autofs|binfmt_misc|cgroup|configfs|debugfs|devpts|devtmpfs|fusectl|hugetlbfs|mqueue|overlay|proc|procfs|pstore|rpc_pipefs|securityfs|sysfs|tracefs)$ - - ## Manages Prometheus and Alertmanager components - ## - prometheusOperator: - enabled: true - - ## Service account for Alertmanager to use. - ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ - ## - serviceAccount: - create: true - name: "" - - ## Configuration for Prometheus operator service - ## - service: - annotations: {} - labels: {} - clusterIP: "" - - ## Port to expose on each node - ## Only used if service.type is 'NodePort' - ## - nodePort: 30080 - - ## Additional ports to open for Prometheus service - ## ref: https://kubernetes.io/docs/concepts/services-networking/service/#multi-port-services - ## - additionalPorts: [] - # - name: thanos-cluster - # port: 10900 - # nodePort: 30111 - - ## Loadbalancer IP - ## Only use if service.type is "loadbalancer" - ## - loadBalancerIP: "" - loadBalancerSourceRanges: [] - - ## Service type - ## NodepPort, ClusterIP, loadbalancer - ## - type: ClusterIP - - ## List of IP addresses at which the Prometheus server service is available - ## Ref: https://kubernetes.io/docs/user-guide/services/#external-ips - ## - externalIPs: [] - - ## Deploy CRDs used by Prometheus Operator. - ## - createCustomResource: true - - ## Customize CRDs API Group - crdApiGroup: monitoring.coreos.com - - ## Attempt to clean up CRDs created by Prometheus Operator. - ## - cleanupCustomResource: false - - ## Labels to add to the operator pod - ## - podLabels: {} - - ## Annotations to add to the operator pod - ## - podAnnotations: {} - - ## Assign a PriorityClassName to pods if set - # priorityClassName: "" - - ## Define Log Format - # Use logfmt (default) or json-formatted logging - # logFormat: logfmt - - ## Decrease log verbosity to errors only - # logLevel: error - - ## If true, the operator will create and maintain a service for scraping kubelets - ## ref: https://github.com/coreos/prometheus-operator/blob/master/helm/prometheus-operator/README.md - ## - kubeletService: - enabled: true - namespace: kube-system - - ## Create a servicemonitor for the operator - ## - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - selfMonitor: true - - ## Resource limits & requests - ## - resources: {} - # limits: - # cpu: 200m - # memory: 200Mi - # requests: - # cpu: 100m - # memory: 100Mi - - ## Define which Nodes the Pods are scheduled on. - ## ref: https://kubernetes.io/docs/user-guide/node-selection/ - ## - nodeSelector: {} - - ## Tolerations for use with node taints - ## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/ - ## - tolerations: [] - # - key: "key" - # operator: "Equal" - # value: "value" - # effect: "NoSchedule" - - ## Assign the prometheus operator to run on specific nodes - ## ref: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ - ## - affinity: {} - # requiredDuringSchedulingIgnoredDuringExecution: - # nodeSelectorTerms: - # - matchExpressions: - # - key: kubernetes.io/e2e-az-name - # operator: In - # values: - # - e2e-az1 - # - e2e-az2 - - securityContext: - runAsNonRoot: true - runAsUser: 65534 - - ## Prometheus-operator image - ## - image: - repository: quay.io/coreos/prometheus-operator - tag: v0.29.0 - pullPolicy: IfNotPresent - - ## Configmap-reload image to use for reloading configmaps - ## - configmapReloadImage: - repository: quay.io/coreos/configmap-reload - tag: v0.0.1 - - ## Prometheus-config-reloader image to use for config and rule reloading - ## - prometheusConfigReloaderImage: - repository: quay.io/coreos/prometheus-config-reloader - tag: v0.29.0 - - ## Set the prometheus config reloader side-car CPU limit. If unset, uses the prometheus-operator project default - ## - # configReloaderCpu: 100m - - ## Set the prometheus config reloader side-car memory limit. If unset, uses the prometheus-operator project default - ## - # configReloaderMemory: 25Mi - - ## Hyperkube image to use when cleaning up - ## - hyperkubeImage: - repository: k8s.gcr.io/hyperkube - tag: v1.12.1 - pullPolicy: IfNotPresent - ## Deploy a Prometheus instance ## prometheus: - enabled: true - - ## Service account for Prometheuses to use. - ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ - ## - serviceAccount: - create: true - name: "" - - ## Configuration for Prometheus service - ## - service: - annotations: {} - labels: {} - clusterIP: "" - - - ## To be used with a proxy extraContainer port - targetPort: 9090 - - ## List of IP addresses at which the Prometheus server service is available - ## Ref: https://kubernetes.io/docs/user-guide/services/#external-ips - ## - externalIPs: [] - - ## Port to expose on each node - ## Only used if service.type is 'NodePort' - ## - nodePort: 30090 - - ## Loadbalancer IP - ## Only use if service.type is "loadbalancer" - loadBalancerIP: "" - loadBalancerSourceRanges: [] - ## Service type - ## - type: ClusterIP - - sessionAffinity: "" - - rbac: - ## Create role bindings in the specified namespaces, to allow Prometheus monitoring - ## a role binding in the release namespace will always be created. - ## - roleNamespaces: - - kube-system - - ## Configure pod disruption budgets for Prometheus - ## ref: https://kubernetes.io/docs/tasks/run-application/configure-pdb/#specifying-a-poddisruptionbudget - ## This configuration is immutable once created and will require the PDB to be deleted to be changed - ## https://github.com/kubernetes/kubernetes/issues/45398 - ## - podDisruptionBudget: - enabled: false - minAvailable: 1 - maxUnavailable: "" - - ingress: - enabled: false - annotations: {} - labels: {} - - ## Hostnames. - ## Must be provided if Ingress is enabled. - ## - # hosts: - # - prometheus.domain.com - hosts: [] - - ## Paths to use for ingress rules - one path should match the prometheusSpec.routePrefix - ## - paths: [] - # - / - - ## TLS configuration for Prometheus Ingress - ## Secret must be manually created in the namespace - ## - tls: [] - # - secretName: prometheus-general-tls - # hosts: - # - prometheus.example.com - - serviceMonitor: - ## Scrape interval. If not set, the Prometheus default scrape interval is used. - ## - interval: "" - selfMonitor: true - ## Settings affecting prometheusSpec ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#prometheusspec ## @@ -1188,176 +158,17 @@ releases: ## evaluationInterval: 15s - ## ListenLocal makes the Prometheus server listen on loopback, so that it does not bind against the Pod IP. - ## - listenLocal: false - - ## Image of Prometheus. - ## - image: - repository: quay.io/prometheus/prometheus - tag: v2.9.1 - - ## Tolerations for use with node taints - ## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/ - ## - tolerations: [] - # - key: "key" - # operator: "Equal" - # value: "value" - # effect: "NoSchedule" - - ## Alertmanagers to which alerts will be sent - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#alertmanagerendpoints - ## - ## Default configuration will connect to the alertmanager deployed as part of this release - ## - alertingEndpoints: [] - # - name: "" - # namespace: "" - # port: http - # scheme: http - - ## External labels to add to any time series or alerts when communicating with external systems - ## - externalLabels: {} - - ## External URL at which Prometheus will be reachable. - ## - externalUrl: "" - - ## Define which Nodes the Pods are scheduled on. - ## ref: https://kubernetes.io/docs/user-guide/node-selection/ - ## - nodeSelector: {} - - ## Secrets is a list of Secrets in the same namespace as the Prometheus object, which shall be mounted into the Prometheus Pods. - ## The Secrets are mounted into /etc/prometheus/secrets/. Secrets changes after initial creation of a Prometheus object are not - ## reflected in the running Pods. To change the secrets mounted into the Prometheus Pods, the object must be deleted and recreated - ## with the new list of secrets. - ## - secrets: [] - - ## ConfigMaps is a list of ConfigMaps in the same namespace as the Prometheus object, which shall be mounted into the Prometheus Pods. - ## The ConfigMaps are mounted into /etc/prometheus/configmaps/. - ## - configMaps: [] - - ## QuerySpec defines the query command line flags when starting Prometheus. - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#queryspec - ## - query: {} - - ## Namespaces to be selected for PrometheusRules discovery. - ## If nil, select own namespace. Namespaces to be selected for ServiceMonitor discovery. - ## See https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#namespaceselector for usage - ## - ruleNamespaceSelector: {} - - ## If true, a nil or {} value for prometheus.prometheusSpec.ruleSelector will cause the - ## prometheus resource to be created with selectors based on values in the helm deployment, - ## which will also match the PrometheusRule resources created - ## - ruleSelectorNilUsesHelmValues: true - - ## PrometheusRules to be selected for target discovery. - ## If {}, select all ServiceMonitors - ## - ruleSelector: {} - ## Example which select all prometheusrules resources - ## with label "prometheus" with values any of "example-rules" or "example-rules-2" - # ruleSelector: - # matchExpressions: - # - key: prometheus - # operator: In - # values: - # - example-rules - # - example-rules-2 - # - ## Example which select all prometheusrules resources with label "role" set to "example-rules" - # ruleSelector: - # matchLabels: - # role: example-rules - - ## If true, a nil or {} value for prometheus.prometheusSpec.serviceMonitorSelector will cause the - ## prometheus resource to be created with selectors based on values in the helm deployment, - ## which will also match the servicemonitors created - ## - serviceMonitorSelectorNilUsesHelmValues: true - - ## ServiceMonitors to be selected for target discovery. - ## If {}, select all ServiceMonitors - ## - serviceMonitorSelector: {} - ## Example which selects ServiceMonitors with label "prometheus" set to "somelabel" - # serviceMonitorSelector: - # matchLabels: - # prometheus: somelabel - - ## Namespaces to be selected for ServiceMonitor discovery. - ## See https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#namespaceselector for usage - ## - serviceMonitorNamespaceSelector: {} - - ## How long to retain metrics - ## - retention: 10d - - ## If true, the Operator won't process any Prometheus configuration changes - ## - paused: false - - ## Number of Prometheus replicas desired - ## - replicas: 1 - - ## Log level for Prometheus be configured in - ## - logLevel: info - - ## Log format for Prometheus be configured in - ## - logFormat: logfmt - - ## Prefix used to register routes, overriding externalUrl route. - ## Useful for proxies that rewrite URLs. - ## - routePrefix: / - - ## Standard object’s metadata. More info: https://github.com/kubernetes/community/blob/master/contributors/devel/api-conventions.md#metadata - ## Metadata Labels and Annotations gets propagated to the prometheus pods. - ## - podMetadata: {} - # labels: - # app: prometheus - # k8s-app: prometheus - - ## Pod anti-affinity can prevent the scheduler from placing Prometheus replicas on the same node. - ## The default value "soft" means that the scheduler should *prefer* to not schedule two replica pods onto the same node but no guarantee is provided. - ## The value "hard" means that the scheduler is *required* to not schedule two replica pods onto the same node. - ## The value "" will disable pod anti-affinity so that no anti-affinity rules will be configured. - podAntiAffinity: "" - - ## If anti-affinity is enabled sets the topologyKey to use for anti-affinity. - ## This can be changed to, for example, failure-domain.beta.kubernetes.io/zone + ## Resource limits & requests ## - podAntiAffinityTopologyKey: kubernetes.io/hostname - - ## The remote_read spec configuration for Prometheus. - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#remotereadspec - remoteRead: [] - # - url: http://remote1/read + # resources: + # requests: + # memory: 1Gi + # limits: + # memory: 1Gi - ## The remote_write spec configuration for Prometheus. - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#remotewritespec - remoteWrite: [] - # - url: http://remote1/push - - ## Resource limits & requests + ## Enable compression of the write-ahead log using Snappy. ## - resources: {} - # requests: - # memory: 400Mi + walCompression: true ## Prometheus StorageSpec for persistent data ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/user-guides/storage.md @@ -1380,188 +191,90 @@ releases: ## to break upgrades of Prometheus. It is advised to review Prometheus release notes to ensure that no incompatible ## scrape configs are going to break Prometheus after the upgrade. ## - ## The scrape configuraiton example below will find master nodes, provided they have the name .*mst.*, relabel the - ## port to 2379 and allow etcd scraping provided it is running on all Kubernetes master nodes - ## additionalScrapeConfigs: - job_name: redis_exporter static_configs: - targets: ['prometheus-redis-exporter:9121'] + # create new label "deployment" matching with the queue's conumser + metric_relabel_configs: + - source_labels: ['key'] + regex: '(^.*$)' + replacement: '${1}-consumer' + target_label: deployment - job_name: tensorflow - scrape_interval: 5s metrics_path: /monitoring/prometheus/metrics static_configs: - targets: ['tf-serving.deepcell:8501'] - - job_name: data-processing - static_configs: - - targets: ['data-processing.deepcell:8000'] - - # - job_name: kube-etcd - # kubernetes_sd_configs: - # - role: node - # scheme: https - # tls_config: - # ca_file: /etc/prometheus/secrets/etcd-client-cert/etcd-ca - # cert_file: /etc/prometheus/secrets/etcd-client-cert/etcd-client - # key_file: /etc/prometheus/secrets/etcd-client-cert/etcd-client-key - # relabel_configs: - # - action: labelmap - # regex: __meta_kubernetes_node_label_(.+) - # - source_labels: [__address__] - # action: replace - # target_label: __address__ - # regex: ([^:;]+):(\d+) - # replacement: ${1}:2379 - # - source_labels: [__meta_kubernetes_node_name] - # action: keep - # regex: .*mst.* - # - source_labels: [__meta_kubernetes_node_name] - # action: replace - # target_label: node - # regex: (.*) - # replacement: ${1} - # metric_relabel_configs: - # - regex: (kubernetes_io_hostname|failure_domain_beta_kubernetes_io_region|beta_kubernetes_io_os|beta_kubernetes_io_arch|beta_kubernetes_io_instance_type|failure_domain_beta_kubernetes_io_zone) - # action: labeldrop - - - ## AdditionalAlertManagerConfigs allows for manual configuration of alertmanager jobs in the form as specified - ## in the official Prometheus documentation https://prometheus.io/docs/prometheus/latest/configuration/configuration/#. - ## AlertManager configurations specified are appended to the configurations generated by the Prometheus Operator. - ## As AlertManager configs are appended, the user is responsible to make sure it is valid. Note that using this - ## feature may expose the possibility to break upgrades of Prometheus. It is advised to review Prometheus release - ## notes to ensure that no incompatible AlertManager configs are going to break Prometheus after the upgrade. - ## - additionalAlertManagerConfigs: [] - # - consul_sd_configs: - # - server: consul.dev.test:8500 - # scheme: http - # datacenter: dev - # tag_separator: ',' - # services: - # - metrics-prometheus-alertmanager - - ## AdditionalAlertRelabelConfigs allows specifying Prometheus alert relabel configurations. Alert relabel configurations specified are appended - ## to the configurations generated by the Prometheus Operator. Alert relabel configurations specified must have the form as specified in the - ## official Prometheus documentation: https://prometheus.io/docs/prometheus/latest/configuration/configuration/#alert_relabel_configs. - ## As alert relabel configs are appended, the user is responsible to make sure it is valid. Note that using this feature may expose the - ## possibility to break upgrades of Prometheus. It is advised to review Prometheus release notes to ensure that no incompatible alert relabel - ## configs are going to break Prometheus after the upgrade. - ## - additionalAlertRelabelConfigs: [] - # - separator: ; - # regex: prometheus_replica - # replacement: $1 - # action: labeldrop - - ## SecurityContext holds pod-level security attributes and common container settings. - ## This defaults to non root user with uid 1000 and gid 2000. - ## https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md - ## - securityContext: - runAsNonRoot: true - runAsUser: 1000 - fsGroup: 2000 - - ## Priority class assigned to the Pods - ## - priorityClassName: "" - - ## Thanos configuration allows configuring various aspects of a Prometheus server in a Thanos environment. - ## This section is experimental, it may change significantly without deprecation notice in any release. - ## This is experimental and may change significantly without backward compatibility in any release. - ## ref: https://github.com/coreos/prometheus-operator/blob/master/Documentation/api.md#thanosspec - ## - thanos: {} - - ## Containers allows injecting additional containers. This is meant to allow adding an authentication proxy to a Prometheus pod. - ## if using proxy extraContainer update targetPort with proxy container port - containers: [] - - ## Enable additional scrape configs that are managed externally to this chart. Note that the prometheus - ## will fail to provision if the correct secret does not exist. - ## - additionalScrapeConfigsExternal: false - - additionalServiceMonitors: [] - ## Name of the ServiceMonitor to create - ## - # - name: "" - - ## Additional labels to set used for the ServiceMonitorSelector. 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z{|^24j6S&k6Gi=Z$Uj5=r#9^$)^S#f{V%S6@^4xY|DvA6|2o>7@h=4a>6e$aWc@FZ zf4X#>6X>6l$-{B~P`v+GIeM;4q5gY+)oAJc2ls!vD5(EcPSXFX-8qQuKMVTjsh;^? zDQaQ=r#|PO_QC#_jUM@5%>U}se|`hVKX)n3`d`gC|CIKBhFKR9|Lc&}LFm7inMeGK a(|SWEmVcff!}O20T>pf9d68@u_WuA^x2=Hy diff --git a/docs/source/CUSTOM-JOB.rst b/docs/source/CUSTOM-JOB.rst index 55d6b22d..cf0ddc5a 100644 --- a/docs/source/CUSTOM-JOB.rst +++ b/docs/source/CUSTOM-JOB.rst @@ -66,41 +66,33 @@ The DeepCell Kiosk uses |helm| and |helmfile| to coordinate Docker containers. T :label: + Show/Hide example helmfile helmDefaults: - args: - - "--wait" - - "--timeout=600" - - "--force" - - "--reset-values" + wait: true + timeout: 600 + force: true releases: - - ################################################################################ - ## Custom-Consumer ################################################################ - ################################################################################ - # # References: - # - [web address of Helm chart's YAML file] + # - https://github.com/vanvalenlab/kiosk-console/tree/master/conf/charts/redis-consumer # - - name: "tracking-consumer" - namespace: "deepcell" + - name: tracking-consumer + namespace: deepcell labels: - chart: "redis-consumer" - component: "deepcell" - namespace: "deepcell" - vendor: "vanvalenlab" - default: "true" + chart: redis-consumer + component: deepcell + namespace: deepcell + vendor: vanvalenlab + default: true chart: '{{ env "CHARTS_PATH" | default "/conf/charts" }}/redis-consumer' - version: "0.1.0" + version: 0.1.0 values: - replicas: 1 image: - repository: "vanvalenlab/kiosk-redis-consumer" - tag: "0.4.1" - pullPolicy: "Always" + repository: vanvalenlab/kiosk-redis-consumer + tag: 0.5.1 - nameOverride: "tracking-consumer" + nameOverride: tracking-consumer resources: requests: @@ -140,31 +132,27 @@ The DeepCell Kiosk uses |helm| and |helmfile| to coordinate Docker containers. T CLOUD_PROVIDER: '{{ env "CLOUD_PROVIDER" | default "aws" }}' GKE_COMPUTE_ZONE: '{{ env "GKE_COMPUTE_ZONE" | default "us-west1-b" }}' - NUCLEAR_MODEL: "panoptic:3" - NUCLEAR_POSTPROCESS: "retinanet-semantic" + NUCLEAR_MODEL: "NuclearSegmentation:0" + NUCLEAR_POSTPROCESS: "deep_watershed" - PHASE_MODEL: "resnet50_retinanet_20190813_all_phase_512:0" - PHASE_POSTPROCESS: "retinanet" + PHASE_MODEL: "PhaseCytoSegmentation:0" + PHASE_POSTPROCESS: "deep_watershed" - CYTOPLASM_MODEL: "resnet50_retinanet_20190903_all_fluorescent_cyto_512:0" - CYTOPLASM_POSTPROCESS: "retinanet" + CYTOPLASM_MODEL: "FluoCytoSegmentation:0" + CYTOPLASM_POSTPROCESS: "deep_watershed" LABEL_DETECT_ENABLED: "true" LABEL_DETECT_MODEL: "LabelDetection:0" - LABEL_RESHAPE_SIZE: 216 - LABEL_DETECT_SAMPLE: 10 SCALE_DETECT_ENABLED: "true" SCALE_DETECT_MODEL: "ScaleDetection:0" - SCALE_RESHAPE_SIZE: 216 - SCALE_DETECT_SAMPLE: 10 DRIFT_CORRECT_ENABLED: "false" NORMALIZE_TRACKING: "true" TRACKING_MODEL: "tracking_model_benchmarking_757_step5_20epoch_80split_9tl:1" - TRACKING_SEGMENT_MODEL: "panoptic:3" - TRACKING_POSTPROCESS_FUNCTION: "retinanet" + TRACKING_SEGMENT_MODEL: "NuclearSegmentation:0" + TRACKING_POSTPROCESS_FUNCTION: "deep_watershed" secrets: AWS_ACCESS_KEY_ID: '{{ env "AWS_ACCESS_KEY_ID" | default "NA" }}' @@ -191,7 +179,7 @@ Autoscaling custom consumers ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Kubernetes scales each consumer using a `Horizonal Pod Autoscaler "https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/>`_ (HPA). -Each HPA is configured in |/conf/patches/hpa.yaml|. +Each HPA is configured in |/conf/addons/hpa.yaml|. The HPA reads a consumer-specific custom metric, defined in |/conf/helmfile.d/0600.prometheus-operator.yaml|. Each custom metric maximizes the work being done by balancing the amount of work left in the consumer's Redis queue (made available by the ``prometheus-redis-exporter``) and the current GPU utilization. @@ -200,11 +188,11 @@ For example, the ``segmentation_consumer_key_ratio`` in |/conf/helmfile.d/0600.p To effectively scale your new consumer, some small edits will be needed in the following files: -* |/conf/patches/redis-exporter-script.yaml| +* |/conf/addons/redis-exporter-script.yaml| * |/conf/helmfile.d/0600.prometheus-operator.yaml| -* |/conf/patches/hpa.yaml| +* |/conf/addons/hpa.yaml| -1. |/conf/patches/redis-exporter-script.yaml| +1. |/conf/addons/redis-exporter-script.yaml| Within ``data.script`` modify the section ``All Queues to Monitor`` to include the new queue (:data:`queue_name`). @@ -244,7 +232,7 @@ To effectively scale your new consumer, some small edits will be needed in the f namespace: deepcell service: tracking-scaling-service -3. |/conf/patches/hpa.yaml| +3. |/conf/addons/hpa.yaml| Add a new section based on the example below to the bottom of ``hpa.yaml`` following a ``---``. @@ -265,7 +253,7 @@ To effectively scale your new consumer, some small edits will be needed in the f kind: Deployment name: tracking-consumer minReplicas: 1 - maxReplicas: $GPU_MAX_TIMES_FIFTY + maxReplicas: {{ mul $max_gpus 50 }} metrics: - type: Object object: @@ -276,21 +264,21 @@ To effectively scale your new consumer, some small edits will be needed in the f name: tracking_consumer_key_ratio targetValue: 1 -.. |/conf/patches/hpa.yaml| raw:: html +.. |/conf/addons/hpa.yaml| raw:: html - /conf/patches/hpa.yaml + /conf/addons/hpa.yaml .. |/conf/helmfile.d/0600.prometheus-operator.yaml| raw:: html - /conf/helmfile.d/0600.prometheus-operator.yaml + /conf/helmfile.d/0600.prometheus-operator.yaml -.. |/conf/patches/redis-exporter-script.yaml| raw:: html +.. |/conf/addons/redis-exporter-script.yaml| raw:: html - /conf/patches/redis-exporter-script.yaml + /conf/addons/redis-exporter-script.yaml .. |/conf/helmfile.d/0230.redis-consumer.yaml| raw:: html - /conf/helmfile.d/0230.segmentation-consumer.yaml + /conf/helmfile.d/0230.segmentation-consumer.yaml Connecting custom consumers with the Kiosk ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ @@ -340,7 +328,7 @@ In a few minutes the Kiosk will be ready to process the new job type. .. |frontend.yaml| raw:: html - /conf/helmfile.d/0300.frontend.yaml + /conf/helmfile.d/0300.frontend.yaml .. |kiosk-redis-janitor| raw:: html @@ -348,7 +336,7 @@ In a few minutes the Kiosk will be ready to process the new job type. .. |redis-janitor.yaml| raw:: html - /conf/helmfile.d/0220.redis-janitor.yaml + /conf/helmfile.d/0220.redis-janitor.yaml .. |kiosk-autoscaler| raw:: html @@ -356,4 +344,4 @@ In a few minutes the Kiosk will be ready to process the new job type. .. |autoscaler.yaml| raw:: html - /conf/helmfile.d/0210.autoscaler.yaml + /conf/helmfile.d/0210.autoscaler.yaml diff --git a/docs/source/DEVELOPER.rst b/docs/source/DEVELOPER.rst index 0ed92db1..48dac7ed 100644 --- a/docs/source/DEVELOPER.rst +++ b/docs/source/DEVELOPER.rst @@ -32,7 +32,7 @@ Starting the kiosk for development .. code-block:: bash # Clone this repo: - git clone git@github.com:vanvalenlab/kiosk.git + git clone git@github.com:vanvalenlab/kiosk-console.git # Initialize the "build-harness": make init # Build the container: @@ -61,14 +61,14 @@ Once inside the docker-in-docker container, you now have the ability to create f apt-get update && \ apt-get install -y make git vim && \ - git clone https://www.github.com/vanvalenlab/kiosk && \ - cd kiosk && \ + git clone https://www.github.com/vanvalenlab/kiosk-console && \ + cd kiosk-console && \ make init && \ git checkout master && \ sed -i 's/sudo -E //' ./Makefile && \ make docker/build && \ make install && \ - kiosk + kiosk-console From here, you can configure the kiosk as usual. @@ -98,8 +98,8 @@ Setting up OpenVPN .. code-block:: bash - POD_NAME=`kubectl get pods --namespace=kube-system -l type=openvpn | awk END'{ print $1 }'` \ - && kubectl logs --namespace=kube-system $POD_NAME + POD_NAME=$(kubectl get pods --namespace "kube-system" -l app=openvpn -o jsonpath='{ .items[0].metadata.name }') && \ + kubectl --namespace "kube-system" logs $POD_NAME --follow If the OpenVPN pod has already deployed, you should see something like "Mon Apr 29 21:15:53 2019 Initialization Sequence Completed" somewhere in the output. @@ -107,12 +107,12 @@ Setting up OpenVPN .. code-block:: bash - POD_NAME=`kubectl get pods --namespace kube-system -l type=openvpn | awk END'{ print $1 }'` \ - && SERVICE_NAME=`kubectl get svc --namespace kube-system -l type=openvpn | awk END'{ print $1 }'` \ - && SERVICE_IP=$(kubectl get svc --namespace kube-system $SERVICE_NAME -o jsonpath='{.status.loadBalancer.ingress[0].ip}') \ - && KEY_NAME=kubeVPN \ - && kubectl --namespace kube-system exec -it $POD_NAME /etc/openvpn/setup/newClientCert.sh $KEY_NAME $SERVICE_IP \ - && kubectl --namespace kube-system exec -it $POD_NAME cat /etc/openvpn/certs/pki/$KEY_NAME.ovpn > $KEY_NAME.ovpn + POD_NAME=$(kubectl get pods --namespace "kube-system" -l "app=openvpn,release=openvpn" -o jsonpath='{ .items[0].metadata.name }') + SERVICE_NAME=$(kubectl get svc --namespace "kube-system" -l "app=openvpn,release=openvpn" -o jsonpath='{ .items[0].metadata.name }') + SERVICE_IP=$(kubectl get svc --namespace "kube-system" "$SERVICE_NAME" -o go-template='{{ range $k, $v := (index .status.loadBalancer.ingress 0)}}{{ $v }}{{end}}') + KEY_NAME=kubeVPN + kubectl --namespace "kube-system" exec -it "$POD_NAME" /etc/openvpn/setup/newClientCert.sh "$KEY_NAME" "$SERVICE_IP" + kubectl --namespace "kube-system" exec -it "$POD_NAME" cat "/etc/openvpn/certs/pki/$KEY_NAME.ovpn" > "$KEY_NAME.ovpn" 3. Then, copy the newly-generated ``kubeVPN.ovpn`` file onto your local machine. (You can do this either by viewing the file's contents and copy-pasting them manually, or by using a file-copying tool like SCP). @@ -143,4 +143,4 @@ The Deepcell Kiosk uses Google Kubernetes Engine to requisition resources on Goo 4. any Target Pools associated with your cluster 5. any Persistent Disks associated with your cluster -While we hope this list is comprehensive, there could be some lingering resources used by Google Cloud and not deleted automatically that we're not aware of. \ No newline at end of file +While we hope this list is comprehensive, there could be some lingering resources used by Google Cloud and not deleted automatically that we're not aware of. diff --git a/docs/source/GETTING_STARTED.rst b/docs/source/GETTING_STARTED.rst index 877cdb65..97711be4 100644 --- a/docs/source/GETTING_STARTED.rst +++ b/docs/source/GETTING_STARTED.rst @@ -22,11 +22,11 @@ Google Cloud Setup .. note:: The recent success of deep learning has been critically dependent on accelerated hardware like GPUs. Similarly, the strength of the DeepCell Kiosk is its ability to recruit and scale GPU nodes based on demand. Google does not include these GPU nodes by default as part of its free tier thus necessitating the upgrade. For more information, please refer to `Google's blog post on the subject `_ -4. You will also need to `apply `_ for a quota of at least 1 GPU using the ``GPUs (all regions)`` option. Please also request at least 16 *In-use IP addresses* for the *Compute Engine API* of your region (by default ``us-west1``). This may take some time, as Google will need to approve each these requests. +4. Apply for a `quota of at least 1 GPU `_ and at least `16 *In-use IP addresses* `_ for the *Compute Engine API* of your region (by default ``us-west1``). This may take some time, as Google will need to approve each of these requests. -.. note:: Google offers a number of GPU types. The DeepCell Kiosk uses `nvidia-tesla-t4` GPUs for inference by default. +.. note:: Google offers a number of GPU types. The DeepCell Kiosk uses `NVIDIA T4` GPUs for inference by default. -5. Create a `cloud storage bucket `_. This will be used to store data and models. Record the bucket name (as with project ID, you will need this during Kiosk configuration). Please do not use underscores (`_`) in your bucket name. Your bucket should follow the organizational structure that follows: +5. Create a `cloud storage bucket `_ in the default region of your project (this should be a "Standard class" bucket, which you can select using fine-grained access control). This will be used to store data and models. Record the bucket name (as with project ID, you will need this during Kiosk configuration). Please do not use underscores (`_`) in your bucket name. Your bucket should follow the organizational structure that follows: .. code-block:: bash @@ -70,7 +70,7 @@ Local Docker Installation - MacOS and Linux Cloud-Based Jumpbox Workflow ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -* Navigate to the `VM instances `_ page via ``Compute Engine > VM instances`` +* Navigate to the `VM instances `_ in the Google Cloud Console. * Check that your boot disk is configured for ``Debian/Ubuntu 9`` operating system .. warning:: Container optimized images do not support Kiosk installation. @@ -97,9 +97,9 @@ You are now ready to start the Kiosk! .. code-block:: bash - docker run -e DOCKER_TAG=1.1.0 vanvalenlab/kiosk:1.1.0 | sudo bash + docker run -e DOCKER_TAG=1.2.0 vanvalenlab/kiosk:1.2.0 | sudo bash -.. note:: This command and the one that follows may need to be preceded by `sudo` depending on your permission settings. +.. note:: This command and the one that follows may need to be preceded by `sudo` depending on your permission settings. This will require you to enter your password. * To start the Kiosk, just run ``kiosk`` from the terminal shell @@ -115,9 +115,9 @@ You are now ready to start the Kiosk! DeepCell Kiosk Usage -------------------- -* Once the Kiosk has started, select the configuration option for your chosen cloud provider (currently, only Google Cloud is supported). The next screen will prompt you to authenticate your account with gcloud or to continue with a previously authenticated account. The next several screens will prompt you to select a gcloud project, name your cluster, and enter a bucket name for data storage. If you followed the Google Cloud Setup instructions from above, you should use that project and bucket name. +* Once the Kiosk Console has started, select the ``Configure`` option for your chosen cloud provider (currently, only Google Kubernetes Engine is supported). The next screen will prompt you to authenticate your account with gcloud or to continue with a previously authenticated account. The next several screens will prompt you to select a gcloud project, name your cluster, and enter a bucket name for data storage. If you followed the Google Cloud Setup instructions from above, you should use that project and bucket name. -* To complete cluster configuration, you have the option to choose between "Default" and "Advanced" configuration. The "Default" configuration option sets standard values for compute hardware and is appropriate for most users. The "Advanced" option allows users to configure each setting individually. +* To complete cluster configuration, you have the option to choose between "Default 1 GPU", "Default 4 GPU", and "Advanced" configurations. The "Default 1 GPU" configuration option sets up a small cluster suitable for users looking to explore a sandbox. The "Default 4 GPU" option configures a cluster with 4 GPUs and nodes with more memory to handle larger inference jobs. The "Advanced" option allows users to configure each setting individually. * Once cluster configuration is complete, you will return to the home screen. There you can select the "Create" option to trigger cluster creation based on your configured values. This may take up to 10 minutes. Following successful creation, you will see a confirmation page. @@ -127,4 +127,4 @@ DeepCell Kiosk Usage * The ``Predict`` page on DeepCell.org allows for different job types (ie: nuclear segmentation and/or nuclear tracking). Each job type requires a specific model. For example models and data, refer to `DeepCell.org `_. -.. note:: The first prediction may take some time as the model server comes online. \ No newline at end of file +.. note:: The first prediction may take some time as the model server comes online. diff --git a/docs/source/TROUBLESHOOTING.rst b/docs/source/TROUBLESHOOTING.rst index c37aea56..451c97c7 100644 --- a/docs/source/TROUBLESHOOTING.rst +++ b/docs/source/TROUBLESHOOTING.rst @@ -7,7 +7,7 @@ Troubleshooting :alt: View on Read the Docs :target: https://deepcell-kiosk.readthedocs.io/en/master/TROUBLESHOOTING.html -We've done our best to make the DeepCell Kiosk robust to common use cases, however, there may be unforeseen issues. In the following (as well as on our `FAQ `_, we hope to cover some possible sources of frustration. If you run across a new problem not listed in either location, please feel free to open an issue on the `DeepCell Kiosk repository `_. +We've done our best to make the DeepCell Kiosk robust to common use cases, however, there may be unforeseen issues. In the following (as well as on our `FAQ `_, we hope to cover some possible sources of frustration. If you run across a new problem not listed in either location, please feel free to open an issue on the `Kiosk-Console repository `_. .. contents:: :local: @@ -53,6 +53,18 @@ If that command returns an error, you may not be on Linux. If you are on Linux, You probably just added yourself to the ``docker`` user group but haven't logged and logged back in yet. +My pods are not autoscaling because the custom metrics are not updating! +---------------------------- +Prometheus has a large memory footprint and is liable to be OOMKilled when there are many other pods running. + +This can be confirmed by executing the following and inspecting the output. + +.. code-block:: bash + + kubectl describe node $(kubectl describe pod -n monitoring prometheus-prometheus-operator-prometheus-0 | grep Node: | awk '{print $2}' | cut -d '/' -f1) + +The easiest way to resolve this issue is to upgrade the node types to something with more memory (``n1-standard-4`` seems to work well for large clusters). + My prediction never finishes ---------------------------- A consumer should always either successfully consume a job or fail and provide an error. If a submitted prediction job never completes and the "in progress" animation is running, it is likely that the consumer pod is out of memory/CPU resources. In this case, Kubernetes responds by killing the consumer before it can complete the job. To confirm that the consumer is being ``Evicted``, drop to shell and use ``kubectl get pods``. There are a few ways to resolve a consumer being evicted due to resource constraints: diff --git a/scripts/gke-helmfile-deployment.sh b/scripts/gke-helmfile-deployment.sh new file mode 100755 index 00000000..40eed556 --- /dev/null +++ b/scripts/gke-helmfile-deployment.sh @@ -0,0 +1,17 @@ +#!/bin/bash + +for filename in /conf/helmfile.d/*.yaml; do + deployment_names=$(helmfile -f $filename build | \ + yq r - -- releases[*].name | awk '{print $NF}') + for name in $deployment_names; do + # TODO: use retry command instead of for loop. + retries=3 + for ((i=0; i ${GEODESIC_CONFIG_HOME}/preferences + -e GPU_NODE_MAX_SIZE > ${GEODESIC_CONFIG_HOME}/preferences } function configure_gke() { @@ -308,10 +289,10 @@ function configure_gke() { # Get the cluster name from the user or the environment if [ -z ${CLOUDSDK_CONTAINER_CLUSTER} ]; then - export CLOUDSDK_CONTAINER_CLUSTER="deepcell-$((1 + RANDOM % 100))" + export CLOUDSDK_CONTAINER_CLUSTER="deepcell-$((1 + RANDOM % 1000))" fi - export CLOUDSDK_CONTAINER_CLUSTER=$(inputbox "Deepcell" "Cluster Name" "${CLOUDSDK_CONTAINER_CLUSTER:-deepcell-cluster}") + export CLOUDSDK_CONTAINER_CLUSTER=$(inputbox "Deepcell" "Name Your Cluster" "${CLOUDSDK_CONTAINER_CLUSTER:-deepcell-cluster}") export CLOUDSDK_CONTAINER_CLUSTER=$(echo ${CLOUDSDK_CONTAINER_CLUSTER} | awk '{print tolower($0)}' | sed -E 's/[^a-z0-9]+/-/g' | sed -E 's/(^-+|-+$)//') # If clusters are longer than 18 characters, Persistent Disks can get stranded. while [ "${CLOUDSDK_CONTAINER_CLUSTER}" = "" -o ${#CLOUDSDK_CONTAINER_CLUSTER} -gt 18 ] @@ -321,7 +302,7 @@ function configure_gke() { elif [ ${#CLOUDSDK_CONTAINER_CLUSTER} -gt 18 ]; then msgbox "Warning!" "Please make sure your cluster name is no more than 18 characters." fi - export CLOUDSDK_CONTAINER_CLUSTER=$(inputbox "Deepcell" "Cluster Name" "${CLOUDSDK_CONTAINER_CLUSTER:-deepcell-cluster}") + export CLOUDSDK_CONTAINER_CLUSTER=$(inputbox "Deepcell" "Name Your Cluster" "${CLOUDSDK_CONTAINER_CLUSTER:-deepcell-cluster}") export CLOUDSDK_CONTAINER_CLUSTER=$(echo ${CLOUDSDK_CONTAINER_CLUSTER} | awk '{print tolower($0)}' | sed -E 's/[^a-z0-9]+/-/g' | sed -E 's/(^-+|-+$)//') done @@ -343,18 +324,20 @@ function configure_gke() { | grep google-compute-default-region | awk '{ print $2 }') # use default settings or use the advanced menu - local setup_opt_value=$(dialog --clear --backtitle "${BRAND}" \ - --title " Configuration Options " \ - --menu "${header_text[*]}" 10 70 2 \ - "Default" "Use default options to setup cluster" \ - "Advanced" "Specify custom cluster creation options" \ - --output-fd 1 \ - ) + local setup_opt_value=$( + dialog --clear --backtitle "${BRAND}" \ + --title " Configuration Options " \ + --menu "${header_text[*]}" 10 70 3 \ + "Default 1 GPU" "The smallest cluster size possible" \ + "Default 4 GPU" "A robust cluster suited for larger jobs" \ + "Advanced" "Specify custom cluster creation options" \ + --output-fd 1 \ + ) if [ -z "$setup_opt_value" ]; then return 0 - elif [ "$setup_opt_value" = "Default" ]; then + elif [ "$setup_opt_value" = "Default 1 GPU" ]; then # Default settings infobox "Loading default values..." 5 55 export CLOUDSDK_COMPUTE_REGION=${default_region:-us-west1} @@ -366,6 +349,18 @@ function configure_gke() { export GPU_NODE_MIN_SIZE=0 export GPU_NODE_MAX_SIZE=1 + elif [ "$setup_opt_value" = "Default 4 GPU" ]; then + # Default settings + infobox "Loading default values..." 5 55 + export CLOUDSDK_COMPUTE_REGION=${default_region:-us-west1} + export GKE_MACHINE_TYPE=n1-standard-4 + export NODE_MIN_SIZE=1 + export NODE_MAX_SIZE=60 + export GCP_PREDICTION_GPU_TYPE=nvidia-tesla-t4 + export GCP_TRAINING_GPU_TYPE=nvidia-tesla-v100 + export GPU_NODE_MIN_SIZE=0 + export GPU_NODE_MAX_SIZE=4 + else # Advanced menu infobox "Loading..." @@ -401,10 +396,10 @@ function configure_gke() { fi infobox "Loading..." - local gpus_in_region=$(gcloud compute accelerator-types list \ - --format "value(name)" \ - --filter "ZONE : ${CLOUDSDK_COMPUTE_REGION}" \ - | sort -u) + local gpus_in_region=$(gcloud compute accelerator-types list \ + --format "value(name)" \ + --filter "ZONE : ${CLOUDSDK_COMPUTE_REGION}" \ + | sort -u) local default_prediction_gpu=${GCP_PREDICTION_GPU_TYPE:-nvidia-tesla-t4} # local message="Choose a GPU for prediction (not training) from the GPU types available in your region:" local message="Choose a GPU from the types available in your region:" @@ -442,9 +437,9 @@ function configure_gke() { local all_quotas=$(gcloud compute project-info describe \ --flatten "quotas[]" \ --format "value(quotas.metric, quotas.limit)") - # Check if firewalls is 200, which is standard for an upgraded project + # Check if firewalls is 100, which is standard for an upgraded project local firewalls=$(echo "${all_quotas}" | grep FIREWALLS | awk '{print int($2)}') - if [ $firewalls -lt 200 ]; then + if [ $firewalls -lt 100 ]; then error_text=("\nYour project must be upgraded in Google Cloud console" "before you can deploy a cluster.") msgbox "Warning!" "${error_text[*]}" @@ -465,7 +460,7 @@ function configure_gke() { # If GPUs are not available in at least 2 zones, the user must restart. local available_zones=$(gcloud compute zones list \ --filter "status = UP AND region = ${CLOUDSDK_COMPUTE_REGION}" \ - --format "value(name)") + --format "value(name)" | sort -u) # locate the zones for all GPU node pools local prediction_gpu_zones=$(gcloud compute accelerator-types list \ @@ -486,15 +481,40 @@ function configure_gke() { fi done - export REGION_ZONES_WITH_GPUS=$(IFS=','; echo "${valid_zones[*]}"; IFS=$' \t\n') - - if [ ${#valid_zones[@]} -lt 2 ]; then - local message=("The following are zones in your region with the specified GPU type(s):" - "\n\n $REGION_ZONES_WITH_GPUS" - "\n\nKubernetes needs at least 2 available zones." + # Allow the user to select one or all the zones to deploy + if [ ${#valid_zones[@]} -lt 1 ]; then + local message=("There are no zones in your region with the specified GPU type(s)." + "\n\n" "Please re-configure with a different region/GPU type combination.") msgbox "Error!" "${message[*]}" return 0 + elif [ ${#valid_zones[@]} -gt 1 ]; then + valid_zones+=('Multizone') # add an "All of the above option" + fi + + local message=("Deploy a single- or multi-zone cluster.") + # The default version of 1.14 is the oldest supported version, and may become + # unavailable in GKE in the future. + if [[ $KUBERNETES_VERSION == "1.14" ]] && \ + [[ $(date +%s) -ge $(date -d 2020-09-01 +%s) ]]; then + message=("${message[*]}" + "\n\nThis version of the DeepCell Kiosk uses Kubernetes version" + "1.14.X, which may be incompatible with single-zone clusters as" + "of September 2020.") + fi + local default_zone="${REGION_ZONES_WITH_GPUS:-${valid_zones[${#valid_zones[@]}-1]}}" + if [[ $default_zone == *","* ]]; then + default_zone="Multizone" + fi + local zone_choices=$(for i in ${valid_zones[@]}; do echo $i; done) + export REGION_ZONES_WITH_GPUS=$(radiobox_from_array "Google Cloud" \ + $default_zone "${message[*]}" "${zone_choices}") + + if [ "$REGION_ZONES_WITH_GPUS" = "" ]; then + return 0 + elif [ "$REGION_ZONES_WITH_GPUS" = "Multizone" ]; then + unset valid_zones[${#valid_zones[@]}-1] # remove "Multizone" from list + export REGION_ZONES_WITH_GPUS=$(IFS=','; echo "${valid_zones[*]}"; IFS=$' \t\n') fi msgbox "Configuration Complete!" "\nThe cluster is now available for creation." 7 55 @@ -507,9 +527,7 @@ function configure_gke() { export GPU_PER_NODE=${GPU_PER_NODE:-1} # The type of node for the consumer node pools - export CONSUMER_MACHINE_TYPE=${CONSUMER_MACHINE_TYPE:-n1-highmem-2} - - export_gpu_constants + export CONSUMER_MACHINE_TYPE=${CONSUMER_MACHINE_TYPE:-n1-standard-2} printenv | grep -e CLOUD_PROVIDER \ -e CLOUDSDK \ @@ -523,8 +541,7 @@ function configure_gke() { -e GCP_TRAINING_GPU_TYPE \ -e GPU_PER_NODE \ -e GPU_NODE_MIN_SIZE \ - -e GPU_NODE_MAX_SIZE \ - -e GPU_MAX > ${GEODESIC_CONFIG_HOME}/preferences + -e GPU_NODE_MAX_SIZE > ${GEODESIC_CONFIG_HOME}/preferences } function shell() { @@ -581,16 +598,29 @@ function confirm_cluster_launch() { dialog --backtitle "$BRAND" --title "GKE Login Failed" --clear --msgbox \ "${error_text[*]}" 9 65 else + local h=20 + local w=60 + local bucket_region=$(gsutil ls -L -b "gs://${CLOUDSDK_BUCKET}" | grep "Location constraint" | awk '{print tolower($NF)}') + if [ "$CLOUDSDK_COMPUTE_REGION" = "$bucket_region" ]; then + local bucket_warning=("") + else + local bucket_warning=("\n\nThe selected region and the bucket's region do not match." + "This may cause unintended network interzone egress charges.") + h=$((h+4)) + fi local notice_text=("\nYou are about to launch a cluster using the following:" "\n\n Cloud Account - ${current_account}" "\n Project - ${CLOUDSDK_CORE_PROJECT}" "\n Cluster Name - ${CLOUDSDK_CONTAINER_CLUSTER}" "\n Bucket Name - ${CLOUDSDK_BUCKET}" + "\n Cluster Nodes - ${GKE_MACHINE_TYPE} (${NODE_MIN_SIZE} to ${NODE_MAX_SIZE} nodes)" + "\n GPU Nodes - ${GCP_PREDICTION_GPU_TYPE} (${GPU_NODE_MIN_SIZE} to ${GPU_NODE_MAX_SIZE} nodes)" + "${bucket_warning[*]}" "\n\nPlease note that this process will take several minutes." "If the cluster does not create successfully, it may be necessary to delete resources from the cloud console." "\n\nWould you like to continue?") - dialog --backtitle "${BRAND}" --title "Please Confirm" --yesno "${notice_text[*]}" 18 60 + dialog --backtitle "${BRAND}" --title "Please Confirm" --yesno "${notice_text[*]}" $h $w response=$? case $response in 0) return 0;;

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