std.timeseries.common — xyz.zcaudate/std.timeseries 4.1.0

+default+ clj

cluster clj

(cluster arr n f)

clusters a space with an aggregate function

(cluster (range 1 200) 10 math/mean) => [10 29 48 67 86 105 124 143 162 181]

create-template clj

(create-template entry)

creates a template for entry

duration clj

(duration arr {:keys [key unit order]})

calculates the duration from array and options

(duration [1 2 3 4] {:key identity :unit :m}) => 180000

flat-fn clj

(flat-fn template)

creates a nested to flat transform

(def transform-fn (flat-fn (raw-template {:a {:b {:c 1}}})))

(transform-fn {:a {:b {:c 10}}}) => {:a.b.c 10}

from-ms clj

(from-ms ms to)

converts ms time into a given unit

(from-ms 100 :ns) => 100000000

from-ns clj

(from-ns ns to)

converts a time from ns

linspace clj

(linspace arr n)

takes the linear space of n samples

(linspace (range 100) 10) => [0 11 22 33 44 55 66 77 88 99]

make-empty clj

(make-empty entry)

creates an empty entry given structure

(make-empty {:a 1 :b "hello" :c :world}) => {:a 0, :b "", :c nil}

nest-fn clj

(nest-fn template)

creates a nested to flat transform

(def transform-fn (nest-fn (raw-template {:a {:b {:c 1}}})))

(transform-fn {:a.b.c 10}) => {:a {:b {:c 10}}}

order-comp clj

order-comp-eq clj

order-flip clj

(order-flip order)

returns the opposite of the order

(order-flip :asc) => :desc

order-fn clj

(order-fn [asc desc])

creates a function that returns or flips the input

(mapv (order-fn [:up :down]) [:asc :desc] [false true]) => [:up :up]

order-fns clj

(order-fns order)

(order-fns order flip)

returns commonly used functions

(order-fns :asc) => {:comp-fn <, :comp-eq-fn <=, :op-fn +}

order-op clj

parse-sample-expr clj

(parse-sample-expr sample time-opts)

parses a sample expression

(parse-sample-expr [10] {}) => {:size 10, :strategy :linear}

parse-time clj

(parse-time s)

(parse-time s unit)

parses a string or keyword time representation

(parse-time :0.1m :us) => 6000000

(parse-time :0.5ms :us) => 500

parse-time-expr clj

(parse-time-expr m)

parses a time expression

(parse-time-expr {:interval "0.5ms"}) => {:key identity, :unit :ms, :order :asc, :interval 0}

process-sample clj

(process-sample arr {:keys [size strategy every] :as m} time-opts)

process sample given sampling function

(process-sample (range 100) (parse-sample-expr [10 :random] {}) {:key identity :order :asc}) ;; (4 20 39 51 51 60 70 72 89 96) => coll?

;; extended sampling function from range (process-sample (range 100) (parse-sample-expr [[0 :10ms] :range] {:key identity :order :asc :unit :ms}) {:key identity :order :asc :unit :ms}) => [0 1 2 3 4 5 6 7 8 9 10]

raw-template clj

(raw-template entry)

creates a template for nest/flat mapping

(raw-template {:a {:b 1 :c "2"}}) => {:nest {:a {:b "{{a.b}}", :c "{{a.c}}"}}, :flat {:a.b "{{a.b}}", :a.c "{{a.c}}"}, :types {:a.b java.lang.Long, :a.c java.lang.String} :empty {:a.b 0, :a.c ""}}

sampling-fn clj multimethod

extensible sampling function

sampling-parser clj multimethod

extensible parser function

to-ms clj

(to-ms ms from)

converts a time to ms time

(to-ms 10000 :ns) => 0

(to-ms 10000 :s) => 10000000