sofianhamiti

{
  "columns": [
    "MedInc",
    "HouseAge",
    "AveRooms",
    "AveBedrms",
    "Population",
    "AveOccup",
    "Latitude",
    "Longitude"

sofianhamiti

.
├── .github/workflows      # CI/CD workflows
├── cfg                    # Config files for model_build and model_deploy
├── docker                 # Dockerfiles
├── experiment             # Scripts and notebooks for exploration
├── scripts                # Helper scripts to run jobs, pipeline, etc.
├── src                    # Source files for model_build and model_deploy
├── test                   # Testing scripts (e.g: unit, integration, load)
├── requirements.txt       # Dependencies

├── .gitignore

sofianhamiti

sofianhamiti

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Principal": {
                "Federated": "arn:aws:iam::<YOUR ACCOUNT ID>:oidc-provider/token.actions.githubusercontent.com"
            },
            "Action": "sts:AssumeRoleWithWebIdentity",
            "Condition": {

sofianhamiti

#!/bin/bash
set -e
#################################################
## INSTALL DEPENDENCIES AND PULL CONTAINER IMAGE
#################################################

echo ==INSTALLING DEPENDENCIES==
/home/ec2-user/anaconda3/envs/JupyterSystemEnv/bin/pip install -U jupyter-server-proxy

/usr/bin/docker pull heartexlabs/label-studio:latest

sofianhamiti

#!/bin/bash

# /home/ec2-user/anaconda3/envs/JupyterSystemEnv/bin/pip install -U keytar jupyter-server-proxy
echo == INSTALLING CODE-SERVER ==
curl -fsSL https://code-server.dev/install.sh | sh -s -- --version=4.12.0

#########################################
### INTEGRATE CODE-SERVER WITH JUPYTER
#########################################
echo == UPDATING THE JUPYTER SERVER CONFIG ==

sofianhamiti

#!/bin/bash

# REPLACE HOST WITH YOUR NOTEBOOK INSTANCE URL BEFORE RUNNING THE COMMAND
docker run \
  -it \
  -p 8080:8080 \
  -v /home/ec2-user/SageMaker/mydata:/label-studio/data \
  heartexlabs/label-studio:latest label-studio \
  --host https://your-notebook-instance-name.notebook.your-region.sagemaker.aws/proxy/8080
  

sofianhamiti

#!/bin/bash

mkdir -p vscode
cd vscode
sudo su
curl -fsSL https://code-server.dev/install.sh | sh -s -- --version=4.9.1
exit

sofianhamiti

#!/usr/bin/env bash

# install code-server with Anaconda 
conda install -y -c conda-forge code-server

# run code-server with no auth is for illustrative purposes. 
# Make sure you enable authentication in your environment https://coder.com/docs/code-server/latest
code-server --auth none

sofianhamiti

import json
import boto3
import logging
from botocore.config import Config

logger = logging.getLogger()
logger.setLevel(logging.INFO)

config = Config(retries = {'max_attempts': 10,'mode': 'standard'})