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irelandmarinedataanalysis's Introduction

IrelandMarineDataAnalysis

Ireland Marine Data with Spark - Project for 521283S Big Data Processing and Applications, Spring 2023, @unioulu

dataset

Irish Marine Institute

Used Subsets

Dataset ID Description Data Link
IrishNationalTideGaugeNetwork Real Time Tide Data url
IMI-TidePrediction Predicted Tide Data url
IWaveBNetwork30Min Real Time Wave Data (Every 30mn) url
IWaveBNetwork_spectral Spectral Wave Data (Statistics) url

How-To Run

Local Env

To run locally in a python environment:

  • Create and activate environment
conda create -n spark
conda activate spark

OR

python -m venv venv
source ./venv/bin/activate # linux
.\venv\Scripts\activate # windows
  • Install requirements and run
pip install -r requirements.xt
jupyter lab

Docker

To run locally in a single node docker instance:

docker run -it --rm -p 8888:8888 -v "<repo-location>:/home/jovyan/work" jupyter/pyspark-notebook:spark-3.4.0

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