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This code downloads the College Scorecard dataset, extracts the IPEDS data, and loads it into tables in a 3-node YugabyteDB cluster.

Shell 1.16% Python 94.58% Jinja 4.27%

college_scorecard_ipeds's Introduction

College Scorecard IPEDS data

This code downloads the College Scorecard dataset, extracts the IPEDS data, and loads it into tables in a 3-node YugabyteDB cluster.

Local provisioning

Ansible is used to provision database clusters.

To provisioning a test cluster and load the data, issue the following: ansible-playbook -i inventory.yml tasks/college-scorecard.yml

Notes about the College Scorecard IPEDS dataset

IPEDS = Integrated Postsecondary Education Data System

See https://collegescorecard.ed.gov/assets/InstitutionDataDocumentation.pdf for the official College Scorecard documentation about the institutional data.

Prerequisites

  • a copy of yugabytedb (see https://download.yugabyte.com for one option)
  • set the group_vars yb_executable_dir to point to your desired YugabyteDB version
  • set your path to include the bin and postgres/bin folders within your desired YugabyteDB version
  • use set_ips.sh to set local ips for 6 nodes via set_ips.sh (127.0.01 - 127.0.0.3)
  • add public ssh key to ~/.ssh/authorized_users file and ssh-add it

Decommissioning cluster

  • To decommission the cluster and remove data, issue the decomm.sh script.

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