Last Updated: February 25, 2016
·
1.095K
· codyrioux

MALLET LDA output to Clojure map

This bit of code, through the mallet-to-map function will read a raw MALLET LDA output file into a clojure map for further study / manipulation.

(ns nlp.lda.util
  "A set of utilities for reading the output of MALLET's LDA experiments,
  and transforming the results into clojure data scrutures."
  (:require [clojure.string :as string]
            [clojure-csv.core :as csv]))

(defn- compositions-to-map [compositions]
  (map vec (partition 2 compositions)))

(defn- name-to-details [x]
  (map vec (partition 2 (interleave 
                            ["topic" "set" "document"] 
                            (string/split x #"\/")))))

(defn- entry-to-map [x]
  (into {} (concat (name-to-details (first x)) (compositions-to-map (rest x)))))

(defn mallet-to-map [filename]
  (map entry-to-map (csv/parse-csv (slurp filename))))