Add example code, more nlp options
Eric Ihli
4 years ago
parent
f0ea2bc513
commit
86546c7d01
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(ns examples.core
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(:require [clojure.string :as string]
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[clojure.set]
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[com.owoga.prhyme.frp :as frp]
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[com.owoga.prhyme.core :as prhyme]
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[com.owoga.prhyme.data.bigrams :as bigrams]
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[com.owoga.prhyme.gen :as gen]
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[com.owoga.prhyme.data.dictionary :as dict]
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[com.owoga.prhyme.data.thesaurus :as thesaurus]
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[com.owoga.prhyme.data.darklyrics :as darklyrics]
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[com.owoga.prhyme.generation.weighted-selection :as weighted]
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[clojure.set :as set]
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[clojure.zip :as zip]))
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(defn weight-fn [word target result]
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(let [rimes (frp/consecutive-matching word target :rimes)
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nuclei (frp/consecutive-matching word target :nuclei)
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onsets (frp/consecutive-matching word target :onsets)
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total (apply + (map count [rimes nuclei onsets]))]
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total))
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(defn pred-fn [word target result]
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(< 0 (weight-fn word target result)))
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(defn weight-popular [word target result]
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(if (dict/popular (:normalized-word word))
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10
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1))
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(defn pred-popular [word target result]
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(< 1 (weight-popular word target result)))
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(def words-by-rime (prhyme/words-by-rime*
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(filter
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(fn [[word & _]]
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(get
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dict/popular
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(string/lower-case word)))
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dict/cmu-dict)))
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(defn rime-1 [target]
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(let [rime (last (:rimes target))]
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(fn [x]
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(= rime (last (:rimes x))))))
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(defn rime-2 [target]
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(let [rime (last (butlast (:rimes target)))]
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(fn [x]
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(= rime (last (butlast (:rimes x)))))))
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(defn rime-member? [coll]
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(let [coll (into #{} coll)]
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(fn [x]
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(coll (:normalized-word x)))))
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(defn rime-compare [& comparators]
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(let [juxtcomp (apply juxt comparators)]
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(fn [a b]
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(let [a (juxtcomp a)
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b (juxtcomp b)]
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(compare a b)))))
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(def c
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(fn [a b]
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((rime-compare
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(rime-1 {:rimes '(1 2)})
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(rime-2 {:rimes '(1 2)})
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(rime-member? ["foo" "bar"]))
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b a)))
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(comment
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(let [coll [{:rimes '(3 2) :normalized-word "foo"}
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{:rimes '(1 2) :normalized-word "foo"}
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{:rimes '(4 5) :normalized-word "foo"}
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{:rimes '(1 2) :normalized-word "buzz"}]]
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(sort c coll))
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(let [coll '("woman"
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"union"
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"passion"
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"infatuation"
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"emotion"
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"disposition"
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"communion"
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"attraction"
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"affection"
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"adoration"
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"admiration")
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coll (map #(prhyme/phrase->word dict/popular %) coll)
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target (prhyme/phrase->word dict/popular "devotion")
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synonyms (thesaurus/synonyms "love" "heart")
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comparisons (fn [target]
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(fn [a b]
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((rime-compare
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(rime-1 target)
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(rime-2 target)
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(rime-member? synonyms))
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b a)))]
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(sort (comparisons target) coll))
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)
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(defn rhymestorm [& words]
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(let [synonyms (->> (apply thesaurus/synonyms words)
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(filter #(get dict/popular %))
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(into #{}))
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comparisons (fn [target]
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(fn [a b]
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((rime-compare
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(rime-1 target)
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(rime-2 target)
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(rime-member? synonyms))
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b a)))]
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(->> synonyms
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(map
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(fn [synonym]
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(let [word (prhyme/phrase->word dict/prhyme-dict synonym)
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rhymes (get words-by-rime (last (:rimes word)))]
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(when rhymes
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(let [rhyming-words (map string/lower-case (prhyme/flatten-node rhymes))
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rhyming-synonyms (remove #{(:normalized-word word)} (filter synonyms rhyming-words))]
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[(:normalized-word word) rhyming-synonyms])))))
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(remove (fn [[_ rhymes]]
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(empty? rhymes)))
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(map (fn [[target rhymes]]
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[target (->> rhymes
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(map prhyme/phrase->word dict/popular)
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(sort (comparisons (prhyme/phrase->word dict/popular target)))
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(map :normalized-word))]))
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(into {}))))
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(comment
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(rhymestorm "love")
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(take 3 (drop 500 dict/prhyme-dict))
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(take 3 dict/cmu-dict)
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(take 3 dict/popular)
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(let [node (get-in words-by-rime ['("AH" "V")])]
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(->> (prhyme/flatten-node node)))
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(let [love-synonyms (thesaurus/thesaurus "love")
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heart-synonyms (thesaurus/thesaurus "heart")]
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(->> (clojure.set/intersection
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(into #{} love-synonyms)
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(into #{} heart-synonyms))
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(map string/lower-case)
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(filter #(dict/popular %))))
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(let [synonyms (thesaurus/synonyms "love" "heart")]
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synonyms)
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(def love-rhymes
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(let [synonyms (->> (thesaurus/synonyms "love" "heart")
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(filter #(get dict/popular %))
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(into #{}))]
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(->>
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(map
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(fn [synonym]
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(let [word (prhyme/phrase->word dict/prhyme-dict synonym)
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rhymes (get words-by-rime (last (:rimes word)))]
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(when rhymes
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(let [rhyming-words (map string/lower-case (prhyme/flatten-node rhymes))
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rhyming-synonyms (filter synonyms rhyming-words)]
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[(:normalized-word word) rhyming-synonyms]))))
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synonyms)
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(into {}))))
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(count love-rhymes)
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(get-in words-by-rime ['("AH" "V")])
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(weight-fn
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(first (filter #(= (:normalized-word %) "gotshal's") dict/prhyme-dict))
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(prhyme/phrase->word dict/prhyme-dict "bye bye")
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nil)
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(take 10 darklyrics/darklyrics-markov-2)
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(get darklyrics/darklyrics-markov-2 '("memory" "my"))
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(repeatedly
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5
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(fn []
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(let [rhymes (gen/selection-seq
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dict/prhyme-dict
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(comp (weighted/adjust-for-tail-rhyme 0.90)
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#_(weighted/adjust-for-rhymes 0.50)
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#_(weighted/adjust-for-fn :adj-rimes 0.80 pred-fn weight-fn)
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(weighted/adjust-for-fn :adj-popular 0.95 pred-popular weight-popular)
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(weighted/adjust-for-markov darklyrics/darklyrics-markov-2 0.99))
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(prhyme/phrase->word dict/prhyme-dict "happy birthday taylor my love"))]
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(->> rhymes
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(take 5)
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(map :normalized-word)))))
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)
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(ns com.owoga.corpus.lovecraft
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(:require [net.cgrand.enlive-html :as html]
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[clojure.string :as string]
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[com.owoga.prhyme.util.weighted-rand :as wr]
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[com.owoga.prhyme.data.dictionary :as dict]
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[com.owoga.prhyme.util :as util]
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[com.owoga.prhyme.core :as prhyme]
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[com.owoga.prhyme.util.nlp :as nlp]
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[com.owoga.prhyme.gen :as gen]
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[com.owoga.prhyme.generation.weighted-selection :as weighted-selection]
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[taoensso.tufte :as tufte :refer [defnp p profiled profile]]
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[com.owoga.prhyme.frp :as frp]
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[clojure.java.io :as io]))
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(tufte/add-basic-println-handler! {})
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(def ^:dynamic *base-url* "https://www.hplovecraft.com/writings/texts/")
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(def words-map
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(into {} (map #(vector (string/lower-case (:word %)) %) frp/words)))
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(defn fetch-url [url]
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(html/html-resource (java.net.URL. url)))
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(defn links []
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(map
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#(str *base-url* (first (html/attr-values % :href)))
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(html/select
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(fetch-url *base-url*)
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[:li :> [:a (html/attr? :href)]])))
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(defn contentful-sections [nodes]
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(->> nodes
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(map html/text)
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(filter #(> (count %) 100))))
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(defn text-from-link [link]
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(->> (html/select
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(fetch-url link)
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[:body])
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(first)
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(html/text)
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((fn [s] (string/replace s #"[\s\u00A0]+" " ")))))
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(defn cleanup [content]
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(-> content
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(string/replace #"Return to.*$" "")
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(string/replace #"Home.*?This Site" "")
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(string/replace #"[^a-zA-Z -]+" "")))
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(defn tokens [content]
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(string/split content #"\s+"))
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(defn append-to-file [filepath text]
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(with-open [w (io/writer filepath :append true)]
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(.write w text)))
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(defn scrape []
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(run!
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(fn [link]
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(->> (text-from-link link)
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(cleanup)
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(#(str % "\n"))
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(append-to-file "lovecraft.txt")))
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(take 10 (links))))
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(defn tokens-from-file [file]
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(with-open [r (io/reader file)]
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(tokens (slurp r))))
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(defn window [n]
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(fn [coll]
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(cond
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(empty? coll) []
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(< (count coll) n) []
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:else (cons (take n coll)
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(lazy-seq ((window n) (drop n coll)))))))
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(defn markov [tokens]
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(->> tokens
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(map
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(fn [token]
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(let [k (butlast token)
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v (last token)]
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[k v])))
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(reduce
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(fn [a [k v]]
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(update-in a [k v] (fnil inc 0)))
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{})))
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(defn running-total
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([coll]
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(running-total coll 0))
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([coll last-val]
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(cond
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(empty? coll) nil
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:else (cons (+ last-val (first coll))
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(lazy-seq
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(running-total
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(rest coll)
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(+ last-val (first coll))))))))
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(defn weighted-rand [weights]
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(let [running-weights (running-total weights)
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rand-val (rand (last running-weights))]
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(loop [i 0]
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(if (> (nth running-weights i) rand-val)
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i
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(recur (inc i))))))
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(def word-set (into #{} (->> prhyme/words
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(map first)
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(map string/lower-case)
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(map #(string/replace % #"\(\d+\)" "")))))
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(defn normalize-tokens [tokens]
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(->> tokens
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(map string/lower-case)
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(filter word-set)))
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(defn main []
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(->> (tokens-from-file "lovecraft.txt")
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(reverse)
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(normalize-tokens)
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((window 2))
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(markov)
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(into {})))
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(defn synonym?
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"Given a possibility, like [\"foo\" 3]
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which says that foo follows a particular key with
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a weight of 3, a word is a synonym of that possibility
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if the word is a synonym ."
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[p synonyms]
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(synonyms p))
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(defn adjust-for-synonyms
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"If a word is in a set of synonyms, adjust its weight upwards."
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[synonyms]
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(fn [possibilities]
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(reduce
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(fn [p s]
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(if (s p)
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(update p s #(* 5 %))
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p))
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possibilities
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synonyms)))
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(defn adjust-for-rimes
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[target-rime dictionary]
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(fn [possibilities]
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(into
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{}
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(map
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(fn [[p v]]
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(let [possibility (get dictionary p)
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factor (count
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(frp/consecutive-matching
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target-rime
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possibility
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:rimes))]
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[p (* v (max 1 (* factor 4)))]))
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possibilities))))
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(defonce lovecraft-markov (read-string (slurp "lovecraft.edn")))
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(defn markov-key [key-fn]
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(fn [text]
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(key-fn text)))
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(defn gen-from [m p initial]
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(loop [r (list initial)]
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(cond
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(p r) (recur (cons (m (list (first r))) r))
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:else r)))
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(defn rhyming-words
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"List of rhyming words sorted by quality of rhyme."
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[target]
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(let [target-phrase (->> target
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(prhyme/phrase->word frp/words)
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(#(assoc % :rimes? true)))]
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(->> target-phrase
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(#(assoc % :rimes? true))
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(frp/prhyme frp/words)
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(sort-by
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#(- (count
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(frp/consecutive-matching
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%
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target-phrase
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:rimes)))))))
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(defn markov-rhymes [markov-data rhyming-words]
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(->> (map
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(fn [word]
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(->> word
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:word
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string/lower-case
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(#(string/replace % #"\(\d+\)" ""))
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(#(vector % (get markov-data (list %))))))
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rhyming-words)
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(into #{})
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(remove
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(fn [[w p]]
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(nil? p)))))
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(defn adjust-for-over-syllables
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"Adjust weights to prefer not going over the number
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of syllables of the target word."
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[target]
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(fn [words]
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(p :adjust-for-syllables
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(map
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(fn [word]
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(if (or (nil? (:syllable-count word))
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(nil? (:syllables target)))
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(println word target))
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(cond
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(= (:syllable-count word) (count (:syllables target)))
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(as-> word word
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(assoc word :weight (* 3 (:weight word)))
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(assoc word :adjusted-for-syllables-factor 3))
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(< (:syllable-count word) (count (:syllables target)))
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(as-> word word
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(assoc word :weight (* 2 (:weight word)))
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(assoc word :adjusted-for-syllables-factor 2))
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:else
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(as-> word word
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(assoc word :weight (* 1 (:weight word)))
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(assoc word :adjusted-for-syllables-factor 1))))
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words))))
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(defn adjust-for-membership-1
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[set_ percent]
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(let [ratio (- 1 percent)]
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(fn [words]
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(let [[members non-members]
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((juxt filter remove)
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#(set_ (:normalized-word %))
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words)
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weight-non-members (apply + (map :weight non-members))
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target-weight-members (* ratio weight-non-members)
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count-members (count members)
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adjustment-members (/ target-weight-members count-members)]
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(concat
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(map
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(fn [member]
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(as-> member member
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(assoc member :weight (* adjustment-members (:weight member)))
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(assoc member :adjustment-for-membership adjustment-members)))
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members)
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non-members)))))
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(defn adjust-for-membership [set_]
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(fn [words]
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(map
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(fn [word]
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(if (set_ (:normalized-word word))
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(as-> word word
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(assoc word :weight (* 2 (:weight word)))
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(assoc word :adjust-for-membership-factor 2))
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(assoc word :adjust-for-membership-factor 1)))
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words)))
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(defn filter-for-membership [set_]
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(fn [words]
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(map
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(fn [word]
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(if-not (set_ (:normalized-word word))
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(as-> word word
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(assoc word :weight (* 0.01 (:weight word)))
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(assoc word :filter-for-membership-factor 0.01))
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word))
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words)))
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(defn adjust-for-markov [markov-options]
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(let [markov-set (into #{} (map first (keys markov-options)))]
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(fn [words]
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(let [result (map
|
||||
(fn [word]
|
||||
(if (markov-set (:normalized-word word))
|
||||
(as-> word word
|
||||
(assoc word :weight (* 100 (:weight word)))
|
||||
(assoc word :adjust-for-markov-factor 100))
|
||||
(assoc word :adjust-for-markov-factor 1)))
|
||||
words)]
|
||||
result))))
|
||||
|
||||
(comment
|
||||
(let [markov-adjuster (adjust-for-markov (lovecraft-markov '("help")))]
|
||||
(take 5 (markov-adjuster frp/words))))
|
||||
|
||||
(defn adjust-for-membership-1
|
||||
[set_ percent]
|
||||
(let [ratio (- 1 percent)]
|
||||
(fn [words]
|
||||
(let [[members non-members]
|
||||
((juxt filter remove)
|
||||
#(set_ (:normalized-word %))
|
||||
words)
|
||||
weight-non-members (apply + (map :weight non-members))
|
||||
target-weight-members (* ratio weight-non-members)
|
||||
count-members (count members)
|
||||
adjustment-members (/ target-weight-members count-members)]
|
||||
(concat
|
||||
(map
|
||||
(fn [member]
|
||||
(as-> member member
|
||||
(assoc member :weight (* adjustment-members (:weight member)))
|
||||
(assoc member :adjustment-for-membership adjustment-members)))
|
||||
members)
|
||||
non-members)))))
|
||||
|
||||
(defn adjust-for-markov-1
|
||||
[markov-options percent]
|
||||
(let [ratio (- 1 percent)]
|
||||
(fn [words]
|
||||
(if (nil? markov-options)
|
||||
words
|
||||
(let [[markovs non-markovs]
|
||||
((juxt filter remove)
|
||||
#(markov-options (:normalized-word %))
|
||||
words)
|
||||
weight-non-markovs (apply + (map :weight non-markovs))
|
||||
target-weight-markovs (* ratio weight-non-markovs)
|
||||
count-markovs (count markovs)
|
||||
adjustment-markovs (if (= 0 count-markovs) 1 (/ target-weight-markovs count-markovs))]
|
||||
(concat
|
||||
(map
|
||||
(fn [markov]
|
||||
(as-> markov markov
|
||||
(assoc markov :weight (* adjustment-markovs (:weight markov)))
|
||||
(assoc markov :adjustment-for-markov adjustment-markovs)))
|
||||
markovs)
|
||||
non-markovs))))))
|
||||
@ -0,0 +1,63 @@
|
||||
(ns com.owoga.prhyme.data.bigrams
|
||||
(:require [clojure.java.io :as io]
|
||||
[clojure.string :as string]
|
||||
[com.owoga.prhyme.syllabify :refer [syllabify]]
|
||||
[com.owoga.prhyme.data.dictionary :as dict]
|
||||
[com.owoga.prhyme.util :as util]
|
||||
[com.owoga.prhyme.core :as prhyme]))
|
||||
|
||||
(def popular-bigrams
|
||||
(->> (io/resource "bigrams-with-counts.txt")
|
||||
io/reader
|
||||
line-seq
|
||||
(map #(string/split % #"\s+"))
|
||||
(map #(map string/lower-case %))
|
||||
(filter (fn [[w1 w2 num]]
|
||||
(and (dict/popular w1)
|
||||
(dict/popular w2))))
|
||||
(map (partial take 2))))
|
||||
|
||||
(def phrase->Word
|
||||
(prhyme/make-phrase->Word
|
||||
(into
|
||||
{}
|
||||
(map
|
||||
(fn [[word & phonemes]]
|
||||
[(string/lower-case word)
|
||||
phonemes])
|
||||
dict/cmu-dict))))
|
||||
|
||||
(def popular-bigrams-with-syllables
|
||||
(->> popular-bigrams
|
||||
(map (partial string/join " "))
|
||||
(map phrase->Word)))
|
||||
|
||||
(def popular-bigram-words
|
||||
(->> popular-bigrams
|
||||
(map (partial string/join " "))
|
||||
(map phrase->Word)))
|
||||
|
||||
(def popular-mono-and-bi-grams
|
||||
(concat
|
||||
dict/prhyme-dict
|
||||
popular-bigram-words))
|
||||
|
||||
(def popular-mono-and-bi-grams-by-rime
|
||||
(prhyme/prhyme-words-by-rime*
|
||||
popular-mono-and-bi-grams))
|
||||
|
||||
(comment
|
||||
(->> (reverse (:rimes (phrase->Word "beautiful")))
|
||||
(get-in popular-mono-and-bi-grams-by-rime)
|
||||
(prhyme/flatten-node)
|
||||
(remove #(re-matches #".*beautiful" (:word %)))
|
||||
(map :word)
|
||||
(map string/lower-case))
|
||||
(get-in
|
||||
popular-mono-and-bi-grams-by-rime
|
||||
['("AA") '("ER") '("IY")])
|
||||
(take 5 popular-bigrams)
|
||||
(take 5 popular-bigram-words)
|
||||
(take-last 5 popular-bigram-words)
|
||||
(prhyme/phrase->word dict/prhyme-dict "hi there"))
|
||||
(def words-and-bigrams())
|
||||
@ -0,0 +1,39 @@
|
||||
(ns com.owoga.prhyme.data.darklyrics
|
||||
(:require [clojure.java.io :as io]
|
||||
[taoensso.nippy :as nippy])
|
||||
(:import [java.io DataInputStream ByteArrayOutputStream]))
|
||||
|
||||
(defn thaw-from-file
|
||||
"Convenience util: like `thaw`, but reads from `(clojure.java.io/file <file>)`.
|
||||
|
||||
To thaw from a resource on classpath (e.g in Leiningen `resources` dir):
|
||||
(thaw-from-file (clojure.java.io/resource \"my-resource-name.npy\"))
|
||||
|
||||
See also `freeze-to-file`."
|
||||
([file ] (thaw-from-file file nil))
|
||||
([file thaw-opts]
|
||||
(let [xin (io/input-stream file)
|
||||
xout (ByteArrayOutputStream.)]
|
||||
(io/copy xin xout)
|
||||
(nippy/thaw (.toByteArray xout) thaw-opts))))
|
||||
|
||||
;; (thaw-from-file (io/resource "test.bin"))
|
||||
;; (bytes (byte-array (take 20 (range))))
|
||||
|
||||
;; (byte-array (map (comp byte int) "ascii"))
|
||||
;; ;; => [97, 115, 99, 105, 105]
|
||||
;; (bytes (byte-array (map (comp byte int) "ascii")))
|
||||
;; ;; => [97, 115, 99, 105, 105]
|
||||
|
||||
;; (let [xin (io/input-stream (io/resource "test.bin"))
|
||||
;; xout (ByteArrayOutputStream.)]
|
||||
;; (io/copy xin xout)
|
||||
;; (nippy/thaw (.toByteArray xout)))
|
||||
|
||||
;; (.fullyRead (io/input-stream (io/resource "test.bin")))
|
||||
|
||||
;; (.getSize (io/input-stream (io/resource "dark-corpus-2.bin")))
|
||||
;; (def data (into {} (map vec (partition 2 (range 20)))))
|
||||
;; (nippy/freeze-to-file "resources/test.bin" data)
|
||||
(def darklyrics-markov-2
|
||||
(thaw-from-file (io/resource "dark-corpus-2.bin")))
|
||||
@ -1,9 +1,18 @@
|
||||
(ns com.owoga.prhyme.data.thesaurus
|
||||
(:require [clojure.string :as string]
|
||||
[clojure.java.io :as io]))
|
||||
[clojure.java.io :as io]
|
||||
[clojure.set]))
|
||||
|
||||
(def thesaurus
|
||||
(->> (line-seq (io/reader (io/resource "mthesaur.txt")))
|
||||
(map #(string/split % #","))
|
||||
(map #(vector (first %) (rest %)))
|
||||
(into {})))
|
||||
|
||||
(defn synonyms
|
||||
([& words]
|
||||
(->> words
|
||||
(map string/lower-case)
|
||||
(map #(get thesaurus %))
|
||||
(map (fn [ws] (into #{} ws)))
|
||||
(apply clojure.set/intersection))))
|
||||
|
||||
@ -0,0 +1,76 @@
|
||||
(ns com.owoga.prhyme.limerick
|
||||
(:require [com.owoga.prhyme.gen :as gen]
|
||||
[com.owoga.prhyme.generation.weighted-selection :as weighted-selection]
|
||||
[clojure.string :as string]
|
||||
[com.owoga.prhyme.core :as prhyme]
|
||||
[com.owoga.prhyme.util :as util]))
|
||||
|
||||
(defn rhyme-from-scheme
|
||||
"scheme of format [[A 9] [A 9] [B 5] [B 5] [A 9]]"
|
||||
[words markov scheme]
|
||||
(loop [scheme scheme
|
||||
rhymes {}
|
||||
result []]
|
||||
(cond
|
||||
(empty? scheme) result
|
||||
:else
|
||||
(let [[pattern syllable-count] (first scheme)
|
||||
banned-words (into #{} (->> result
|
||||
(map #(string/split % #" "))
|
||||
(map #(last %))))
|
||||
adj (util/comp-rnil
|
||||
(weighted-selection/adjust-for-markov
|
||||
markov
|
||||
0.99)
|
||||
(when (rhymes pattern)
|
||||
(weighted-selection/adjust-for-tail-rhyme 0.99)))
|
||||
rhyme (if (nil? (get rhymes pattern))
|
||||
(gen/gen-sentence-with-syllable-count
|
||||
adj
|
||||
syllable-count
|
||||
words)
|
||||
(gen/gen-rhyme-with-syllable-count
|
||||
adj
|
||||
syllable-count
|
||||
(remove #(banned-words (:normalized-word %)) words)
|
||||
(prhyme/phrase->word words (get rhymes pattern))))]
|
||||
(recur (rest scheme)
|
||||
(assoc rhymes pattern rhyme)
|
||||
(conj result rhyme))))))
|
||||
|
||||
(comment
|
||||
(require '[com.owoga.prhyme.data.dictionary :as dict]
|
||||
'[com.owoga.prhyme.data.darklyrics :refer [darklyrics-markov-2]]
|
||||
'[clojure.java.io :as io])
|
||||
(rhyme-from-scheme dict/prhyme-dict darklyrics-markov-2 '((A 8) (A 8) (B 5) (B 5) (A 8)))
|
||||
|
||||
)
|
||||
|
||||
(comment
|
||||
["bishop larch smitten us dwell"
|
||||
"solely first week in hell"
|
||||
"and take that for three"
|
||||
"come wrapped in glory"
|
||||
"you ever leave it so well"]
|
||||
["romancing realized too late"
|
||||
"my crown revive my withered state"
|
||||
"reign is obsolete"
|
||||
"i sit in the street"
|
||||
"but nobody cares of my fate"]
|
||||
["flesh is hacked to get me sedate"
|
||||
"demonstration obsessed with hate"
|
||||
"justice will be written in stone"
|
||||
"and you will be shown"
|
||||
"bedrooms of icons suffocate"]
|
||||
["you will bow to their hungry gods"
|
||||
"come will come whatever the odds"
|
||||
"now we see the light"
|
||||
"you can't put it right"
|
||||
"recklessly chopping firing squads"]
|
||||
["untimely they fool their poor life"
|
||||
"it wither away with this knife"
|
||||
"hate is my virtue"
|
||||
"my feelings are well overdue"
|
||||
"war we await the afterlife"])
|
||||
|
||||
|
||||
@ -1,86 +0,0 @@
|
||||
(ns com.owoga.prhyme.lymeric
|
||||
(:require [com.owoga.prhyme.gen :as gen]
|
||||
[com.owoga.prhyme.generation.weighted-selection :as weighted-selection]
|
||||
[clojure.string :as string]
|
||||
[com.owoga.prhyme.core :as prhyme]
|
||||
[com.owoga.prhyme.frp :as frp]
|
||||
[com.owoga.prhyme.util :as util]
|
||||
[taoensso.nippy :as nippy]
|
||||
[clojure.java.io :as io]))
|
||||
|
||||
|
||||
(defn rhyme-from-scheme
|
||||
"scheme of format [[A 9] [A 9] [B 5] [B 5] [A 9]]"
|
||||
[rhymer markov scheme]
|
||||
(let [base-words (map #(assoc % :weight 1) frp/popular)]
|
||||
(loop [scheme scheme
|
||||
rhymes {}
|
||||
result []]
|
||||
(cond
|
||||
(empty? scheme) result
|
||||
:else
|
||||
(let [[pattern syllable-count] (first scheme)
|
||||
banned-words (into #{} (->> result
|
||||
(map #(string/split % #" "))
|
||||
(map #(last %))))
|
||||
adj (util/comp-rnil
|
||||
(weighted-selection/adjust-for-markov
|
||||
markov
|
||||
0.99)
|
||||
(when (rhymes pattern)
|
||||
(weighted-selection/adjust-for-tail-rhyme 0.99)))
|
||||
rhyme (if (nil? (get rhymes pattern))
|
||||
(gen/gen-sentence-with-syllable-count
|
||||
adj
|
||||
syllable-count
|
||||
base-words)
|
||||
(gen/gen-rhyme-with-syllable-count
|
||||
adj
|
||||
syllable-count
|
||||
(remove #(banned-words (:norm-word %))
|
||||
base-words)
|
||||
(prhyme/phrase->word frp/words (get rhymes pattern))))]
|
||||
(recur (rest scheme)
|
||||
(assoc rhymes pattern rhyme)
|
||||
(conj result rhyme)))))))
|
||||
|
||||
(comment
|
||||
(time (def darkov-2 (nippy/thaw-from-file (io/resource "darkov-2.bin"))))
|
||||
(rhyme-from-scheme nil darkov-2 '((A 8) (A 8) (B 5) (B 5) (A 8)))
|
||||
|
||||
)
|
||||
|
||||
(comment
|
||||
(->> (gen/selection-seq
|
||||
(map #(assoc % :weight 1) frp/words)
|
||||
(weighted-selection/adjust-for-rhymes 0.99)
|
||||
(prhyme/phrase->word frp/words "hi there my boy"))
|
||||
(take 3))
|
||||
|
||||
["bishop larch smitten us dwell"
|
||||
"solely first week in hell"
|
||||
"and take that for three"
|
||||
"come wrapped in glory"
|
||||
"you ever leave it so well"]
|
||||
["romancing realized too late"
|
||||
"my crown revive my withered state"
|
||||
"reign is obsolete"
|
||||
"i sit in the street"
|
||||
"but nobody cares of my fate"]
|
||||
["flesh is hacked to get me sedate"
|
||||
"demonstration obsessed with hate"
|
||||
"justice will be written in stone"
|
||||
"and you will be shown"
|
||||
"bedrooms of icons suffocate"]
|
||||
["you will bow to their hungry gods"
|
||||
"come will come whatever the odds"
|
||||
"now we see the light"
|
||||
"you can't put it right"
|
||||
"recklessly chopping firing squads"]
|
||||
["untimely they fool their poor life"
|
||||
"it wither away with this knife"
|
||||
"hate is my virtue"
|
||||
"my feelings are well overdue"
|
||||
"war we await the afterlife"])
|
||||
|
||||
|
||||
@ -0,0 +1,81 @@
|
||||
(ns com.owoga.prhyme.nlp.tag-sets.treebank-ii)
|
||||
|
||||
;;;; Penn Treebank II Constituent Tags
|
||||
;;;; http://www.surdeanu.info/mihai/teaching/ista555-fall13/readings/PennTreebankConstituents.html#MD
|
||||
(def clauses
|
||||
{'S "simple declarative clause, i.e. one that is not introduced by a (possible empty) subordinating conjunction or a wh-word and that does not exhibit subject-verb inversion."
|
||||
'SBAR "Clause introduced by a (possibly empty) subordinating conjunction."
|
||||
'SBARQ "Direct question introduced by a wh-word or a wh-phrase. Indirect questions and relative clauses should be bracketed as SBAR, not SBARQ."
|
||||
'SINV "Inverted declarative sentence, i.e. one in which the subject follows the tensed verb or modal."
|
||||
'SQ "Inverted yes/no question, or main clause of a wh-question, following the wh-phrase in SBARQ."})
|
||||
|
||||
(def phrases
|
||||
{'ADJP "Adjective Phrase."
|
||||
'ADVP "Adverb Phrase."
|
||||
'CONJP "Conjunction Phrase."
|
||||
'FRAG "Fragment."
|
||||
'INTJ "Interjection. Corresponds approximately to the part-of-speech tag UH."
|
||||
'LST "List marker. Includes surrounding punctuation."
|
||||
'NAC "Not a Constituent; used to show the scope of certain prenominal modifiers within an NP."
|
||||
'NP "Noun Phrase."
|
||||
'NX "Used within certain complex NPs to mark the head of the NP. Corresponds very roughly to N-bar level but used quite differently."
|
||||
'PP "Prepositional Phrase."
|
||||
'PRN "Parenthetical."
|
||||
'PRT "Particle. Category for words that should be tagged RP."
|
||||
'QP "Quantifier Phrase (i.e. complex measure/amount phrase); used within NP."
|
||||
'RRC "Reduced Relative Clause."
|
||||
'UCP "Unlike Coordinated Phrase."
|
||||
'VP "Vereb Phrase."
|
||||
'WHADJP "Wh-adjective Phrase. Adjectival phrase containing a wh-adverb, as in how hot."
|
||||
'WHAVP "Wh-adverb Phrase. Introduces a clause with an NP gap. May be null (containing the 0 complementizer) or lexical, containing a wh-adverb such as how or why."
|
||||
'WHNP "Wh-noun Phrase. Introduces a clause with an NP gap. May be null (containing the 0 complementizer) or lexical, containing some wh-word, e.g. who, which book, whose daughter, none of which, or how many leopards."
|
||||
'WHPP "Wh-prepositional Phrase. Prepositional phrase containing a wh-noun phrase (such as of which or by whose authority) that either introduces a PP gap or is contained by a WHNP."
|
||||
'X "Unknown, uncertain, or unbracketable. X is often used for bracketing typos and in bracketing the...the-constructions."})
|
||||
|
||||
(def words
|
||||
{'CC "Coordinating conjunction"
|
||||
'CD "Cardinal number"
|
||||
'DT "Determiner"
|
||||
'EX "Existential there"
|
||||
'FW "Foreign word"
|
||||
'IN "Preposition or subordinating conjunction"
|
||||
'JJ "Adjective"
|
||||
'JJR "Adjective, comparative"
|
||||
'JJS "Adjective, superlative"
|
||||
'LS "List item marker"
|
||||
'MD "Modal"
|
||||
'NN "Noun, singular or mass"
|
||||
'NNS "Noun, plural"
|
||||
'NNP "Proper noun, singular"
|
||||
'NNPS "Proper noun, plural"
|
||||
'PDT "Predeterminer"
|
||||
'POS "Possessive ending"
|
||||
'PRP "Personal pronoun"
|
||||
'PRP$ "Possessive pronoun (prolog version PRP-S)"
|
||||
'RB "Adverb"
|
||||
'RBR "Adverb, comparative"
|
||||
'RBS "Adverb, superlative"
|
||||
'RP "Particle"
|
||||
'SYM "Symbol"
|
||||
'TO "to"
|
||||
'UH "Interjection"
|
||||
'VB "Verb, base form"
|
||||
'VBD "Verb, past tense"
|
||||
'VBG "Verb, gerund or present participle"
|
||||
'VBN "Verb, past participle"
|
||||
'VBP "Verb, non-3rd person singular present"
|
||||
'VBZ "Verb, 3rd person singular present"
|
||||
'WDT "Wh-determiner"
|
||||
'WP "Wh-pronoun"
|
||||
'WP$ "Possessive wh-pronoun (prolog version WP-S)"
|
||||
'WRB "Wh-adverb"})
|
||||
|
||||
(def form-function-discrepencies
|
||||
{'-ADV "(adverbial) - marks a constituent
|
||||
other than ADVP or PP when it is used adverbially (e.g. NPs or
|
||||
free (\"headless\" relatives). However, constituents that themselves are
|
||||
modifying an ADVP generally do not get -ADV. If a more specific tag is
|
||||
available (for example, -TMP) then it is used alone and -ADV is implied. See
|
||||
the Adverbials section."
|
||||
'-NOM "(nominal) - marks free (\"headless\") relatives
|
||||
and gerunds when they act nominally."})
|
||||
Loading…
Reference in New Issue