What is dlpredictor?

dlpredictor is an offline processe to forecast traffic inventory.

Prerequisites

Cluster: Spark 2.3/HDFS 2.7/YARN 2.3/MapReduce 2.7/Hive 1.2 Driver: Python 3.6, Spark Client 2.3

To install dependencies run: pip install -r requirements.txt

Install and Run

1. Download the blue-martin/dlpredictor project
2. Transfer the dlpredictor directory to ~/code/dlpredictor on a machine which also has Spark Client.
3. cd dlpredictor
4. pip install -r requirements.txt (to install required packages)
5. python setup.py install (to install predictor_dl_model package)
6. Run run.sh

Documentation

Documentation is provided through comments in config.yml and README files