| #!/usr/bin/python | |
| from datetime import datetime, timedelta | |
| import boto3 | |
| # region to query and what AWS credentials profile to use | |
| REGION = 'eu-west-2' | |
| PROFILE = 'default' | |
| MONTH_PERIOD = 3600 * 24 * 30 # ask CloudWatch to average over a 30 day |
circumference of earth = 40075 km
speed of light = 299792.458 km / s
( circumference of earth ) / 2 ) / ( speed of light ) = seconds to travel from one side of globe to another
(40075 / 2) / (299792.458) = 0.0668 seconds
67 ms ideal travel time from one side of globe to another
| ## | |
| ## AMI created using | |
| ## curl -sL https://rpm.nodesource.com/setup_11.x | bash - | |
| ## yum install -y git nodejs | |
| ## git clone https://github.com/socketio/socket.io.git | |
| ## | |
| ## cd socket.io | |
| ## npm install | |
| ## cd examples/chat | |
| ## npm install |
| { | |
| "TrainingJobName": "cli-t-job", | |
| "HyperParameters": { | |
| "sagemaker_submit_directory": "s3://sagemaker-eu-west-2-776347453069/sagemaker-scikit-learn-2019-06-19-13-21-02-471/source/sourcedir.tar.gz", | |
| "sagemaker_program": "sklearn_abalone_featurizer.py", | |
| "sagemaker_enable_cloudwatch_metrics": "false", | |
| "sagemaker_container_log_level": "20", | |
| "sagemaker_job_name": "sagemaker-scikit-learn-2019-06-19-13-21-02-471", | |
| "sagemaker_region": "eu-west-2" | |
| }, |
| ### | |
| # | |
| # CloudFormation Template to create EKS Worker Nodes without access to an IGW | |
| # | |
| # The following CloudFormation template is based upon the AWS-provided CloudFormation template for creating | |
| # EKS worker nodes in your VPC. It differs in that it has user-data modified to configure a node to operate | |
| # within a VPC that has no IGW. | |
| # | |
| # To use this template you will need a VPC with an EKS cluster already deployed and private access enabled. | |
| # You will also need a web proxy configured to allow the worker nodes access to the AWS EKS service API. This |
| AWSTemplateFormatVersion: 2010-09-09 | |
| Description: Amazon EKS - Node Group | |
| Parameters: | |
| KeyName: | |
| Description: The EC2 Key Pair to allow SSH access to the instances | |
| Type: 'AWS::EC2::KeyPair::KeyName' | |
| NodeImageId: | |
| Description: AMI id for the node instances. | |
| Type: 'AWS::EC2::Image::Id' | |
| NodeInstanceType: |
| """ | |
| This script is a simple FashionMNIST training script which uses MXNet's. | |
| It has been orchestrated with SageMaker Debugger hook to allow saving tensors during training. | |
| Here, the hook has been created using its constructor to allow running this locally for your experimentation. | |
| When you want to run this script in SageMaker, it is recommended to create the hook from json file. | |
| Please see scripts in either /examples/tensorflow/sagemaker_byoc or /examples/tensorflow/sagemaker_official_container | |
| folder based on your use case. | |
| """ | |
| # Standard Library | |
| import argparse |
| #!/bin/bash | |
| set -e | |
| sudo -u ec2-user -i <<'EOP' | |
| ## INSTALL THEIA IDE FROM SOURCE | |
| EC2_HOME=/home/ec2-user | |
| mkdir ${EC2_HOME}/theia && cd ${EC2_HOME}/theia | |
| ### begin by installing NVM, NodeJS v10, and Yarn | |
| curl -o- https://raw.githubusercontent.com/creationix/nvm/v0.33.5/install.sh | bash |
Replace bastion hosts with AWS Session Manager https://reinvent2019.aws-management.tools/mgt406/en/