Introduction to Big Data - Assignment 1

This repository contains the submission files of our group for the 1st Assignment of the Introduction to Big Data course.

In master branch - there is default model implementation, in the bm25 branch we have implementation to BM25 coefficient

Building results in two jars: Indexer and Query, for indexing text corpus and quering the search engine respectively. Both are based on Hadoop's MapReduce, and therefore require hadoop to run

Running Indexer Jar:

hadoop jar BM-Indexer-0.2.jar /EnWikiSmall bm-word-enumerator bm-doc-counter bm-indexer-out

Arguments you need to provide after container name are:

1. Path to directory containing text corpus
2. Directory for Word Enumerator output
3. Directory for Document Count output
4. Directory for AverageDocLength output
5. Directory for Indexer output

Running Query Jar:

hadoop jar BM-Query-0.1.jar word-enumerator-out bm-indexer-out bm-av-doc-count bm-query-out "cats top" 5

Arguments you need to provide after container name are:

1. Directory for WordEnumerator output
2. Directory for Indexer output
3. Directory for AverageDocLength output
4. Directory for Query output
5. Query text
6. Number of most relevant documents to find