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corpus.clj
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corpus.clj
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(ns duckling.corpus
(:require [clojure.tools.logging]
[duckling.time.obj :as time]
[duckling.util :as util :refer [?>]]))
; Checker functions return *nil* when OK, or [expected actual] when not OK
(defn- vec->date-and-map
"Turns a vector of args into a date and a map of extra fields"
[args]
(let [[date-fields other-keys-and-values] (split-with integer? args)
token-fields (into {} (map vec (partition 2 other-keys-and-values)))
date (-> (apply time/t -2 date-fields)
(?> (:grain token-fields) (assoc :grain (:grain token-fields)))
(?> (:timezone token-fields) (assoc :timezone (:timezone token-fields))))]
[date token-fields]))
(defn datetime
"Creates a datetime checker function to check if the token is valid"
[& args]
(let [[date token-fields] (vec->date-and-map args)]
(fn [context token]
(when-not
(and
(= :time (:dim token))
(util/hash-match (select-keys token-fields [:direction :precision])
token)
(= (-> token :value) date))
[date (:value token)]))))
(defn datetime-interval
"Creates a datetime interval checker function"
[from to]
(let [[start start-fields] (vec->date-and-map from)
[end end-fields] (vec->date-and-map to)
date (time/interval start end)]
(fn [context {:keys [value dim] :as token}]
(when-not
(and
(= :time dim)
(= value date))
[date value]))))
(defn number
"check if the token is a number equal to value.
If value is integer, it also checks :integer true"
[value]
(fn [_ token] (when-not
(and
(= :number (:dim token))
(or (not (integer? value)) (:integer token))
(= (:value token) value))
[value (:value token)])))
(defn ordinal
[value]
(fn [_ token] (when-not
(and
(= :ordinal (:dim token))
(= (:value token) value))
[value (:value token)])))
(defn temperature
"Create a temp condition"
[value' & [unit' precision']]
(fn [_ {:keys [dim value unit precision] :as token}]
(not (and
(= :temperature dim)
(= value' value)
(= unit' unit)
(= precision' precision)))))
(defn distance
"Create a distance condition"
[value' & [unit' normalized' precision']]
(fn [_ {:keys [dim value unit normalized precision] :as token}]
(not (and
(= :distance dim)
(= value' value)
(= unit' unit)
(= normalized' normalized)
(= precision' precision)))))
(defn money
"Create a amount-of-money condition"
[value' & [unit' precision']]
(fn [_ {:keys [dim value unit precision] :as token}]
(not (and
(= :amount-of-money dim)
(= value' value)
(= unit' unit)
(= precision' precision)))))
(defn place
"Create a place checker"
[pnl n]
(fn [token context] (and
(= :pnl (:dim token))
(= n (:n token))
(= pnl (:pnl token)))))
(defn metric
"Create a metric checker"
[cat val]
(fn [token context] (and
(= :unit (:dim token))
(= val (:val token))
(= cat (:cat token)))))
(defn quantity
"Create a quantity condition"
[value unit & [product]]
(fn [token _] (and
(= :quantity (:dim token))
(= value (-> token :value :value))
(= unit (-> token :value :unit))
(= product (-> token :value :product)))))
(defn volume
"Create a volume condition"
[value unit & [normalized]]
(fn [token _] (and
(= :volume (:dim token))
(= value (-> token :value :value))
(= unit (-> token :value :unit))
(= normalized (-> token :value :normalized)))))
(defn integer
"Return a func (duckling pattern) checking that dim=number and integer=true,
optional range (inclusive), and additional preds"
[& [min max & predicates]]
(fn [token]
(and (= :number (:dim token))
(:integer token)
(or (nil? min) (<= min (:value token)))
(or (nil? max) (<= (:value token) max))
(every? #(% token) predicates))))
(defn corpus-old
"Parse corpus" ;; TODO should be able to load several files, like rules
[forms]
(-> (fn [state [head & more :as forms] context tests]
(if head
(case state
:init (cond (map? head) (recur :test-strings more
head
(conj tests {:text [], :checks []}))
:else (throw (Exception. (str "Invalid form at init state. A map is expected for context:" (prn-str head)))))
:test-strings (cond (string? head) (recur :test-strings more
context
(assoc-in tests
[(dec (count tests)) :text (count (:text (peek tests)))]
head))
(fn? head) (recur :test-checks forms
context
tests)
:else (throw (Exception. (str "Invalid form at test-strings state: " (prn-str head)))))
:test-checks (cond (fn? head) (recur :test-checks more
context
(assoc-in tests
[(dec (count tests)) :checks (count (:checks (peek tests)))]
head))
(string? head) (recur :test-strings forms
context
(conj tests {:text [], :checks []}))
:else (throw (Exception. (str "Invalid form at test-checks stats:" (prn-str head))))))
{:context context, :tests tests}))
(apply [:init forms [] []])))
(defn corpus-2
"Parse corpus"
[[context & forms]]
(let [[corpus- texts+ checks+] (reduce
(fn [[acc texts checks] form]
(cond
(string? form)
(if-not (empty? checks)
[(update-in acc [:tests] conj {:text texts :checks checks})
[form] []]
[acc (conj texts form) []])
(fn? form)
[acc texts (conj checks form)]))
[{:context context} [] []]
forms)]
(update-in corpus- [:tests] conj {:text texts+ :checks checks+})))
(defn corpus
"Parse corpus"
[[context & forms]]
{:pre [(map? context)]}
(let [texts-and-checks (partition 2 (partition-by fn? forms))]
(reduce
(fn [acc [texts checks]]
(assert (every? string? texts))
(assert (every? fn? checks))
(update acc :tests conj {:text texts :checks checks}))
{:context context :tests []}
texts-and-checks)))
(defmacro this-ns "Total hack to get ns of this file at compile time" [] *ns*)
(defn read-corpus
"Read a list of symbol and return a Corpus map {:context {}, :tests []}"
[forms]
(corpus (map #(binding [*ns* (this-ns)] (eval %)) forms)))