Bespin scala enhancement - Initial Pass#2
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…re comments and make things a bit more idiomatic (the window calculations are not very 'scala-y' right now)
…more scala-idiomatic. Also added ported version of search code
…les and remove the need for explicit conversion from java
…tation - Basic page rank results match
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…source files from the internet before running
This should make the code a bit more modular and simple. It also solves some of the problems with the previous implementation having trouble with things such as running a simple partition job with no mapper or reducer being set. Addition of more integration tests and some unit tests for Hadoop<->Scala conversions
…ppers and reducers
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This PR is for progress tracking only; I will close this PR, rebase, and open a new PR in order to avoid cluttering commit history later. |
Also added in an implicit conversion between String -> hadoop Path to make specification of inputs and outputs more like it is in Spark. Removed unused "compareJavaScala.py" file.
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Added integration tests for BFS, refactored other integration tests
…ug in scala PageRank related to strange iterator behavior.
Fixed bug in RunPageRankSchimmy that caused failures in local mode of IMC due to mapper reuse. Added integration tests for PageRank and PageRankSchimmy.
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Closing this PR in favor of this PR, which is simply a squashed version of this commit. This should cut back on the commit history growth. |
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This is the initial step of porting over more of the Bespin Java MapReduce code to Scala. It also includes the initial version of a small DSL (MapReduceSugar.scala) which allows for a more natural definition of MapReduce jobs in a type-safe manner.
This PR includes the Scala implementations of the Bigram count MapReduce programs. Output from the Scala implementation appears the same as the Java implementation, modulo some ordering differences in the "Stripes" implementation.