Skip to content

Instantly share code, notes, and snippets.

View SaschaDittmann's full-sized avatar

Sascha Dittmann SaschaDittmann

116 followers · 35 following
View GitHub Profile
@SaschaDittmann
SaschaDittmann / 01_CreateMetadataAndModelsFolders.sh
Created October 21, 2019 16:35
DevOps for Machine Learning (Azure MLOps Part 3) - Train and Version Your Model
mkdir metadata && mkdir models
@SaschaDittmann
SaschaDittmann / install_archiconda.sh
Created July 6, 2019 07:47
Install Archiconda3 (A distribution of conda for 64 bit ARM)
#!/bin/bash
wget https://github.com/Archiconda/build-tools/releases/download/0.2.3/Archiconda3-0.2.3-Linux-aarch64.sh
chmod +x Archiconda3-0.2.3-Linux-aarch64.sh
./Archiconda3-0.2.3-Linux-aarch64.sh
@SaschaDittmann
SaschaDittmann / 01_AddAzureMLCLIExtension.sh
Created October 21, 2019 16:26
DevOps for Machine Learning (Azure MLOps Part 2) - Setup Azure Machine Learning Services
az extension add -n azure-cli-ml
@SaschaDittmann
SaschaDittmann / 01_AddAzureMLCLIExtension.sh
Last active September 16, 2022 13:17
DevOps for Machine Learning (Azure MLOps Part 5) - Deploy Your Model to Azure Kubernetes Service
az extension add -n azure-cli-ml
@SaschaDittmann
SaschaDittmann / 01_InstallPythonRequirements.sh
Last active August 21, 2022 21:42
DevOps for Machine Learning (Part 1) - Getting Started with MLOps with Azure DevOps
setup/install_requirements.sh
@SaschaDittmann
SaschaDittmann / 01_AddAzureMLCLIExtension.sh
Created October 21, 2019 16:41
DevOps for Machine Learning (Azure MLOps Part 4) - Deploy Your Model to Azure Container Instances
az extension add -n azure-cli-ml
@SaschaDittmann
SaschaDittmann / 00_Setup.sh
Last active October 31, 2019 19:21
Azure Stream Analytics Querying Basics
#!/bin/bash
AZ_RESOURCE_GROUP_DEFAULT=MyTollBooth
AZ_COSMOSDB_ACCOUNT_NAME_DEFAULT=
read -p "Azure Resource Group [$AZ_RESOURCE_GROUP_DEFAULT]: " AZ_RESOURCE_GROUP
AZ_RESOURCE_GROUP=${AZ_RESOURCE_GROUP:-$AZ_RESOURCE_GROUP_DEFAULT}
read -p "Azure Cosmos DB Account Name [$AZ_COSMOSDB_ACCOUNT_NAME_DEFAULT]: " AZ_COSMOSDB_ACCOUNT_NAME
AZ_COSMOSDB_ACCOUNT_NAME=${AZ_COSMOSDB_ACCOUNT_NAME:-$AZ_COSMOSDB_ACCOUNT_NAME_DEFAULT}
@SaschaDittmann
SaschaDittmann / DownloadAzCopy.sh
Created September 20, 2019 22:53
Azure Step-By-Step - Load data from Azure Data Lake Storage to SQL Data Warehouse
#!/bin/bash
cd $HOME/clouddrive
wget -O azcopy-v10.tar https://aka.ms/downloadazcopy-v10-linux
tar -zxvf azcopy-v10.tar
mv azcopy_linux_amd64_10.2.1/* .
rm -rf azcopy_linux_amd64_10.2.1/
rm azcopy-v10.tar
@SaschaDittmann
SaschaDittmann / keybase.md
Created October 23, 2016 20:53

Keybase proof

I hereby claim:

  • I am SaschaDittmann on github.
  • I am saschadittmann (https://keybase.io/saschadittmann) on keybase.
  • I have a public key whose fingerprint is 14D8 42D3 5A4D 2581 A73F 0869 97A3 3814 95E0 1194

To claim this, I am signing this object:

@SaschaDittmann
SaschaDittmann / MinMaxCountCombiner.cs
Created April 10, 2015 07:49
MapReduce Entwurfsmuster – Numerische Aggregation (Min/Max/Count)
public class MinMaxCountCombiner :
JsonInOutReducerCombinerBase<MinMaxCountData, MinMaxCountData>
{
public override void Reduce(string key,
IEnumerable<MinMaxCountData> values,
JsonReducerCombinerContext<MinMaxCountData> context)
{
var data = values.ToList();
context.EmitKeyValue(key, new MinMaxCountData