mikeapted’s gists

mikeapted / Dockerfile

Last active April 15, 2020 14:01

	FROM nginx:alpine

	RUN echo "My app!" > /usr/share/nginx/html/index.html

mikeapted / _r-lambda.md

Last active November 4, 2019 12:53

Custom R runtime for AWS Lambda with support for MSSQL database connections

Download repo from Appsilon

git clone https://github.com/Appsilon/r-lambda-workflow
cd r-lambda-workflow

Setup a python virtual env (may not be necessary)

mikeapted / rekognition_webcam.py

Created August 24, 2019 01:33

Sample Python code for sentiment analysis with Rekognition from laptop webcam

	import time
	import cv2
	import boto3

	# Get the Client
	session = boto3.Session()
	rekog_client = session.client("rekognition", region_name='us-east-1')
	width = 1280
	height = 720
	scale_factor = 0.1

mikeapted / serverless_data_lake_lab_2.3_notebook.ipynb

Created April 13, 2019 15:05

Sorry, something went wrong. Reload?

Sorry, we cannot display this file.

Sorry, this file is invalid so it cannot be displayed.

mikeapted / serverless_data_lake_lab_prep_template.json

Created April 13, 2019 14:37

	{
	"AWSTemplateFormatVersion": "2010-09-09",
	"Description": "PA16 2018-12-13 - @akirmak - RevHist: PA16: sagemaker notebook role type fixed. PA15:-(parameters added for AcctId and S3 bucket's name initials)",
	"Parameters": {
	"yourInitials": {
	"Description": "Your Initials to be used in the s3-bucket created. All in small letters pls. e.g. It shall be 'fs' for Frank Sinatra",
	"Type": "String",
	"MinLength": "2",
	"MaxLength": "5"
	}

mikeapted / serverless_data_lake_lab_1.1_template.json

Created April 13, 2019 14:15

	{
	"productName" : "{{commerce.productName}}",
	"color" : "{{commerce.color}}",
	"department" : "{{commerce.department}}",
	"product" : "{{commerce.product}}",
	"imageUrl": "{{image.imageUrl}}",
	"dateSoldSince": "{{date.past}}",
	"dateSoldUntil": "{{date.future}}",
	"price": {{random.number(
	{

mikeapted / lab 4 - json

Created October 3, 2018 14:45

	{
	"AWSTemplateFormatVersion":"2010-09-09",
	"Description":"Creates resources necessary to replicate SQLServer database using AWS Database Migration Service to S3 Data lake.",
	"Parameters":{
	"KeyName":{
	"Description":"",
	"Type":"AWS::EC2::KeyPair::KeyName"
	}
	},
	"Mappings" : {

mikeapted / lab 3 step 13 #2 (page 13)

Created October 3, 2018 14:42

	import boto3
	import json

	def lambda_handler(event, context):

	payload = '1,13000 \n 1,20000 \n 2,3500 \n 2,5000 \n 3,3000 \n 3,3300 \n 4,2 \n 4,10'
	endpoint_name = 'YourInitials-kmeans-anomalydetection'
	runtime = boto3.client('runtime.sagemaker')

	response = runtime.invoke_endpoint(EndpointName=endpoint_name,

mikeapted / lab 3 step 13 (page 6)

Last active October 3, 2018 14:43

	import sys
	from awsglue.transforms import *
	from awsglue.utils import getResolvedOptions
	from pyspark.context import SparkContext
	from awsglue.context import GlueContext
	from awsglue.job import Job

	## @params: [JOB_NAME]
	args = getResolvedOptions(sys.argv, ['JOB_NAME'])

mikeapted / lab 2 step 29

Created October 3, 2018 14:41

select sensorname, sensorvalue, anomalyscore from YourInitial_bigdata.analytic_csv2parquet where anomalyscore > 2 limit 10;

Mike mikeapted