Add function to parse top-k

dev/examples/core.clj

@@ -12,6 +12,7 @@
             [com.owoga.prhyme.data.dictionary :as dict]
             [com.owoga.prhyme.data.thesaurus :as thesaurus]
             [com.owoga.prhyme.data.darklyrics :as darklyrics]
+            [com.owoga.prhyme.util.weighted-rand :as weighted-rand]
             [com.owoga.prhyme.generation.weighted-selection :as weighted]
             [clojure.set :as set]
             [clojure.zip :as zip]
@@ -193,7 +194,6 @@
        (->> rhymes
             (take 5)
             (map :normalized-word)))))
-
   )
 
 (defn remove-sentences-with-words-not-in-dictionary [dictionary]
@@ -209,13 +209,14 @@
   (let [directory "dark-corpus"]
     (->> (file-seq (io/file directory))
          (remove #(.isDirectory %))
-         (drop 10)
+         (take 1000)
-         (take 10)
          (map slurp)
          (map util/clean-text)
          (filter dict/english?)
          (map #(string/split % #"\n+"))
          (map (remove-sentences-with-words-not-in-dictionary dict/popular))
+         (remove empty?)
+         (remove #(some empty? %))
          (map nlp/treebank-zipper)
          (map nlp/leaf-pos-path-word-freqs)
          (apply nlp/deep-merge-with +))))
@@ -224,12 +225,14 @@
   (let [directory "dark-corpus"]
     (->> (file-seq (io/file directory))
          (remove #(.isDirectory %))
-         (take 1000)
+         (take 500)
          (map slurp)
          (map util/clean-text)
          (filter dict/english?)
          (map #(string/split % #"\n+"))
-         (map #(remove string/blank? %))
+         (map (remove-sentences-with-words-not-in-dictionary dict/popular))
+         (remove empty?)
+         (remove #(some empty? %))
          (map nlp/parse-to-simple-tree)
          (map nlp/parse-tree-sans-leaf-words)
          (map
@@ -242,39 +245,55 @@
          flatten
          (apply merge-with +))))
 
+(defn weighted-selection-from-map [m]
+  (first (weighted-rand/weighted-selection second (seq m))))
+
 (comment
   (time (def example-pos-freqs (dark-pos-freqs)))
 
-  example-pos-freqs
-
-  (take 20 example-pos-freqs)
   (time (def example-structures (dark-structures)))
 
-  (def common-example-structures
+  (let [structure (weighted-selection-from-map example-structures)]
-    (filter
+    (repeatedly
-     #(< 10 (second %))
+     10
-     example-structures))
+     (fn []
-  (count common-example-structures)
+       (->> (nlp/generate-from-structure-and-pos-freqs
-  (let [structure (rand-nth (seq common-example-structures))
+             structure
-        zipper (zip/seq-zip (first structure))]
+             example-pos-freqs)
-    (loop [zipper zipper]
+            nlp/leaf-nodes
-      (let [path (map first (zip/path zipper))]
+            (string/join " ")))))
-        (cond
+  ;; => ("then get your life"
-          (zip/end? zipper) (zip/root zipper)
+  ;;     "sometimes lie my hand"
-          (and (not-empty path)
+  ;;     "still become your chapter"
-               (example-pos-freqs path))
+  ;;     "alright fade our surfing"
-          (recur
+  ;;     "far care my band"
-           (-> zipper
+  ;;     "all fake my fallow"
-               zip/up
+  ;;     "here gimme our head"
-               (zip/append-child
+  ;;     "long back my guide"
-                (first
+  ;;     "never stop their seed"
-                 (rand-nth
+  ;;     "never consume our tomorrow")
-                  (seq
+
-                   (example-pos-freqs path)))))
+  ;; => ("now scarred towards the future"
-               zip/down
+  ;;     "never gone among the side"
-               zip/next
+  ;;     "ill removed with the end"
-               zip/next))
+  ;;     "well filled in the life"
-          :else (recur (zip/next zipper))))))
+  ;;     "again torn towards the world"
+  ;;     "desperately matched in the love"
+  ;;     "nowadays matched in the ark"
+  ;;     "awhile needed through all night"
+  ;;     "so torn in the darkness"
+  ;;     "first erased on the land")
+
+  ;; => ("pictures of the destiny"
+  ;;     "tears on the pain"
+  ;;     "lights in the disaster"
+  ;;     "corpses on the fire"
+  ;;     "castles on the universe"
+  ;;     "efforts for the king"
+  ;;     "visions of the night"
+  ;;     "retreats into the darker"
+  ;;     "tales into the attack"
+  ;;     "pictures into the play")
 
   (get-in {:a 1} '())
   (let [zipper (zip/seq-zip '(TOP (S (NP) (VB))))]

src/com/owoga/corpus/markov.clj

@@ -38,40 +38,3 @@
     {'("away") {"her" 10
                "them" 50
                "baz" 99}}))
-
-(defn gen-markov [directory]
-  (->> (file-seq (io/file directory))
-       (remove #(.isDirectory %))
-       (map #(slurp %))
-       (map clean-text)
-       (filter dict/english?)
-       (map #(string/split % #"\n+"))
-       (flatten)
-       (map #(string/split % #"\s+"))
-       (map reverse)
-       (map #(util/extend-coll % nil 2))
-       (map #(make-markov % 2))
-       (apply merge-markov)
-       #_(util/write-markov "resources/dark-corpus-2.edn")))
-
-(defn gen-pos-markov [directory]
-  (->> (file-seq (io/file directory))
-       (remove #(.isDirectory %))
-       (map #(slurp %))
-       (map clean-text)
-       (filter dict/english?)
-       (map #(string/split % #"\n+"))
-       (map (fn [lyrics] (filter #(nlp/valid-sentence? %) lyrics)))
-       (map #(remove nil? %))
-       (take 400)
-       (flatten)
-       (nlp/pos-constituent-frequencies)
-       #_(map (fn [lyrics]
-              (map #(nlp/tags nlp/prhyme-pos-tagger (nlp/tokenize %)) lyrics)))))
-
-(comment
-  (time
-   (let [directory "dark-corpus/"]
-     (gen-pos-markov directory)))
-
-  )

src/com/owoga/prhyme/nlp/core.clj

@@ -7,7 +7,10 @@
             [com.owoga.prhyme.nlp.tag-sets.treebank-ii :as tb2]
             [com.owoga.prhyme.util.weighted-rand :as weighted-rand]
             [clojure.walk :as walk])
-  (:import (opennlp.tools.postag POSModel POSTaggerME)))
+  (:import (opennlp.tools.postag POSModel POSTaggerME)
+           (opennlp.tools.parser Parse ParserModel
+                                 ParserFactory)
+           (opennlp.tools.cmdline.parser ParserTool)))
 
 (def tokenize (nlp/make-tokenizer (io/resource "models/en-token.bin")))
 (def get-sentences (nlp/make-sentence-detector (io/resource "models/en-sent.bin")))
@@ -48,6 +51,42 @@
   ;;     [["DT" "VBG" "VBZ" "."] (0.9758878 0.03690145 0.27251 0.9286113)])
   )
 
+;;;; Custom parser to get access to top N parses
+(def custom-parser
+  (ParserFactory/create
+   (ParserModel.
+    (io/input-stream (io/resource "models/en-parser-chunking.bin")))
+   3
+   0.95))
+
+(defn parse-probs [parses]
+  (map #(.getProb %) parses))
+
+(defn parse-strs [parses]
+  (let [results (StringBuffer.)]
+    (run!
+     #(do (.show % results)
+          (.append results "\n"))
+     parses)
+    (string/split results #"\n")))
+
+(comment
+  (tokenize "Eric's testing.")
+  (let [results (StringBuffer.)
+        parses (ParserTool/parseLine "Eric 's testing ." custom-parser 3)]
+    ((juxt parse-probs parse-strs) parses))
+
+  )
+
+(defn parse-top-n [tokenized n]
+  (let [results (StringBuffer.)
+        parses (ParserTool/parseLine tokenized custom-parser n)]
+    (apply map vector ((juxt parse-strs parse-probs) parses))))
+
+(comment
+  (parse-top-n "." 3)
+  )
+
 (defn deep-merge-with [f & maps]
   (letfn [(m [& xs]
             (if (some map? xs)
@@ -593,6 +632,14 @@
           ;; ???
           :else (recur (zip/next zipper)))))))
 
+(defn leaf-nodes [tree]
+  (->> tree
+       zip/seq-zip
+       (iterate zip/next)
+       (take-while (complement zip/end?))
+       (filter #(string? (zip/node %)))
+       (map zip/node)))
+
 (comment
   (let [corpus ["this is a test"
                 "that is a test"
@@ -970,3 +1017,11 @@
          (into {})))
 
   )
+
+(comment
+  (let [text ["bother me"]]
+    (->> text
+         (map tokenize)
+         (map #(top-k-sequences prhyme-pos-tagger %))))
+
+  )