| ISSUE SUMMARY | |
| DETAILED DESCRIPTION OF IMPACT | |
| ROOT CAUSE | |
| REMEDIATION AND PREVENTION |
| for region in `aws ec2 describe-regions --output text | cut -f3` | |
| do | |
| echo -e "Instances in region:'$region'..." | |
| aws ec2 describe-instances --region $region --query 'Reservations[].Instances[].[State.Name,KeyName,InstanceType,Tags[].Value,PublicIpAddress]' | |
| done |
| from tensorflow.python.client import device_lib | |
| def get_available_devices(): | |
| """ | |
| >>> get_available_devices() | |
| ['/device:CPU:0'] | |
| """ | |
| devices_info = device_lib.list_local_devices() | |
| return [dev.name for dev in devices_info] |
| # Training job contains 1 Tensorflow master,1 Tensorflow worker and 2 parameter servers. | |
| # In replica specifications, we specify replica type and replica specific details like container image etc. | |
| apiVersion: "kubeflow.org/v1alpha1" | |
| kind: "TFJob" | |
| metadata: | |
| name: "example-job" | |
| spec: | |
| replicaSpecs: | |
| - replicas: 1 | |
| tfReplicaType: MASTER |
| NAMESPACE=kubeflow | |
| kubectl create namespace ${NAMESPACE} | |
| VERSION=v0.1.2 | |
| APP_NAME=my-kubeflow | |
| ks init ${APP_NAME} | |
| cd ${APP_NAME} | |
| ks env set default --namespace ${NAMESPACE} | |
| ks registry add kubeflow github.com/kubeflow/kubeflow/tree/${VERSION}/kubeflow | |
| ks pkg install kubeflow/core@${VERSION} | |
| ks pkg install kubeflow/tf-serving@${VERSION} |
| .SILENT: | |
| .PHONY: help | |
| # Based on https://gist.github.com/prwhite/8168133#comment-1313022 | |
| ## This help screen | |
| help: | |
| printf "Available targets\n\n" | |
| awk '/^[a-zA-Z\-\_0-9]+:/ { \ | |
| helpMessage = match(lastLine, /^## (.*)/); \ |
| # pip install google-api-python-client>=1.4.2 | |
| from googleapiclient.discovery import build | |
| from oauth2client.client import GoogleCredentials | |
| service_key='service_key.json' | |
| project='myproject' | |
| credentials = GoogleCredentials.from_stream(service_key) | |
| service = build('compute', 'beta', credentials=credentials) | |
| service.machineTypes().list(project=project, zone='us-central1-c').execute() | |
| service.networks().list(project=project, zone='us-central1-c').execute() |
| ssh-keygen -E md5 -lf ~/.ssh/id_rsa.pub | awk '{print $2}' | cut -c 5- |
I screwed up using git ("git checkout --" on the wrong file) and managed to delete the code I had just written... but it was still running in a process in a docker container. Here's how I got it back, using https://pypi.python.org/pypi/pyrasite/ and https://pypi.python.org/pypi/uncompyle6
apt-get update && apt-get install gdb
| check() | |
| { | |
| if [ `echo $?` -ne 0 ] ; then | |
| echo "Failure Observerd" | |
| exit 1 | |
| fi | |
| } | |
| doit() | |
| { |