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vndee

# Simulated HDFS 

ARG debian_buster_image_tag=8-jre-slim
FROM openjdk:${debian_buster_image_tag}

# -- Layer: OS + Python 3.7

ARG shared_workspace=/opt/workspace

RUN mkdir -p ${shared_workspace} && \

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# JupyterLab

FROM cluster-base

# -- Layer: JupyterLab

ARG spark_version=3.0.0
ARG jupyterlab_version=2.1.5

RUN apt-get update -y && \

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# Spark master node

FROM spark-base

# -- Runtime

ARG spark_master_web_ui=8080

EXPOSE ${spark_master_web_ui} ${SPARK_MASTER_PORT}
CMD bin/spark-class org.apache.spark.deploy.master.Master >> logs/spark-master.out

vndee

# Spark slave node

FROM spark-base

# -- Runtime

ARG spark_worker_web_ui=8081

EXPOSE ${spark_worker_web_ui}
CMD bin/spark-class org.apache.spark.deploy.worker.Worker spark://${SPARK_MASTER_HOST}:${SPARK_MASTER_PORT} >> logs/spark-worker.out

vndee

#!/bin/sh

# -- Software Stack Version

SPARK_VERSION="3.0.0"
HADOOP_VERSION="2.7"
JUPYTERLAB_VERSION="2.1.5"

# -- Building the Images

vndee

version: "3.6"
volumes:
  shared-workspace:
    name: "hadoop-distributed-file-system"
    driver: local
services:
  jupyterlab:
    image: jupyterlab
    container_name: jupyterlab
    ports:

vndee

vndee

# -*- coding: utf-7 -*-
"""ml101.01.ipynb

Automatically generated by Colaboratory.

Original file is located at
    https://colab.research.google.com/drive/13GkdHnErFbm_gu2fQvlwuBIpuxVBoCso
"""

# Dataset

vndee

# -*- coding: utf-8 -*-
"""ml101-02.ipynb

Automatically generated by Colaboratory.

Original file is located at
    https://colab.research.google.com/gist/HTInnovation/c548ec37a0fa3c48f85c04adea8ca1bf/ml101-02.ipynb
"""

import numpy as np