diff --git a/lib/indicator/src/ta/indicator.clj b/lib/indicator/src/ta/indicator.clj index ac5fea28..6f70cf98 100644 --- a/lib/indicator/src/ta/indicator.clj +++ b/lib/indicator/src/ta/indicator.clj @@ -122,7 +122,7 @@ :datatype :float64}) n v)) -(defn- adjust-ma-src +(defn- adjust-src-val [x d prev] (if (> x (+ prev d)) (+ x d) @@ -146,31 +146,47 @@ (arma n v 3)) ([n v g] ; TODO: zerolag flag (let [tfn (indicator - [values (volatile! PersistentQueue/EMPTY) + [src-d (volatile! []) + src-ma (volatile! []) + prev-mad (volatile! []) dsum (volatile! 0.0)] (fn [i] - ; drop last - (when (>= (count @values) n) - (vswap! values pop)) - ; add next + ;; drop last + (when (>= (count @src-d) n) + (vswap! src-d #(vec (rest %)))) + (when (>= (count @src-ma) n) + (vswap! src-ma #(vec (rest %)))) + (when (>= (count @prev-mad) n) + (vswap! prev-mad #(vec (rest %)))) + ;; (let [x (nth v i) - xprevn (if (>= i (dec n)) - (nth v (- i (dec n))) - (nth v 0)) - prev (last @values) - prev (if prev prev x) - diff (Math/abs (- xprevn prev)) + prev (if (last @prev-mad) + (last @prev-mad) + x) + xprevn (if (>= i n) + (nth v (- i n))) + diff (if xprevn + (Math/abs (- xprevn prev)) + 0.0) next-sum (vswap! dsum + diff) d (if (> i 0) (/ (* next-sum g) i) 0.0) - ts (conj @values (adjust-ma-src x d prev)) - next (last (sma {:n n} - (sma {:n n} ts)))] - ;(println (vec ts)) - ;(println "i:" i "x:" x "xprevn:" xprevn "diff: " diff "dsum" @dsum) - (vswap! values conj next) - next)))] + next-src-val (adjust-src-val x d prev) + _ (vswap! src-d conj next-src-val) + sma0 (if (>= i (dec n)) + (sma {:n n} @src-d)) + _ (if sma0 + (vswap! src-ma conj (last sma0))) + sma1 (if (>= i (- (* 2 n) 2)) + (sma {:n n} @src-ma)) + next-ma (if (>= i (- (* 2 n) 2)) + (last sma1))] + (vswap! prev-mad conj next-ma) + next-ma + (if next-ma + next-ma + Double/NaN))))] (into [] tfn (range 0 (count v)))))) (defn a2rma @@ -198,7 +214,7 @@ d (if (> i 0) (/ (* next-sum g) i) 0.0) - y (adjust-ma-src x d prev-ma-nz) + y (adjust-src-val x d prev-ma-nz) cur-er (nth er i) a0 (ama-fn y cur-er @prev-ma0) a (ama-fn a0 cur-er @prev-ma) @@ -207,9 +223,8 @@ (vreset! prev-ma0 next-ma0) (vreset! prev-ma next-ma) (vreset! dsum next-sum) - ;(println "i:" i "x:" (nth v i) "prev-ma:" @prev-ma "cur-er:" cur-er"dsum:" @dsum "y:" y "a0:" a0 "a:" a) (if (nil-or-nan? next-ma) - 0.0 + Double/NaN next-ma))))] (into [] tfn (range 0 (count v)))))) @@ -445,7 +460,7 @@ (prior (:close ds)) - (into [] sma2 [4 5 6 7 8 6 5 4 3]) + (into [] (sma2 3) [4 5 6 7 8 6 5 4 3]) (tr ds) diff 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4e10b6b1..8581f445 100644 --- a/lib/indicator/test/ta/indicator/indicator_test.clj +++ b/lib/indicator/test/ta/indicator/indicator_test.clj @@ -3,7 +3,8 @@ [ta.indicator.util.fuzzy :refer [all-fuzzy= nthrest-fuzzy= fuzzy=]] [ta.indicator.util.ta4j :as ta4j] [ta.indicator.util.data :refer [ds] :as data] - [ta.indicator :as ind])) + [ta.indicator :as ind] + [ta.indicator.helper :refer [nil-or-nan?]])) ;; TESTS @@ -82,6 +83,52 @@ (vec (:ehlers-supersmoother data/ind-100-export-ds)) (ind/ehlers-supersmoother 100 (:close data/ind-100-export-ds))))) +(deftest arma-test + (testing "arma" + (is (nthrest-fuzzy= + 0.00000001 + 26 + (vec (:arma14-3 data/arma-bybit-export-ds)) + (ind/arma 14 (:close data/arma-bybit-export-ds) 3))) + (is (nthrest-fuzzy= + 0.00000001 + 26 + (vec (:arma14-2 data/arma-bybit-export-ds)) + (ind/arma 14 (:close data/arma-bybit-export-ds) 2))) + (is (nthrest-fuzzy= + 0.00000001 + 38 + (vec (:arma20-3 data/arma-bybit-export-ds)) + (ind/arma 20 (:close data/arma-bybit-export-ds) 3))) + (is (nthrest-fuzzy= + 0.00000001 + 58 + (vec (:arma30-2 data/arma-bybit-export-ds)) + (ind/arma 30 (:close data/arma-bybit-export-ds) 2))))) + +(deftest a2rma-test + (testing "a2rma" + (is (nthrest-fuzzy= + 0.01 + 14 + (vec (:a2rma14-3 data/a2rma-bybit-export-ds)) + (ind/a2rma 14 (:close data/a2rma-bybit-export-ds) 3))) + (is (nthrest-fuzzy= + 0.001 + 14 + (vec (:a2rma14-2 data/a2rma-bybit-export-ds)) + (ind/a2rma 14 (:close data/a2rma-bybit-export-ds) 2))) + (is (nthrest-fuzzy= + 0.001 + 20 + (vec (:a2rma20-3 data/a2rma-bybit-export-ds)) + (ind/a2rma 20 (:close data/a2rma-bybit-export-ds) 3))) + (is (nthrest-fuzzy= + 0.001 + 30 + (vec (:a2rma30-2 data/a2rma-bybit-export-ds)) + (ind/a2rma 30 (:close data/a2rma-bybit-export-ds) 2))))) + ; (comment @@ -93,8 +140,11 @@ (doseq [i (range (count l1))] (let [v1 (nth l1 i) v2 (nth l2 i)] - (if (not (fuzzy= tol v1 v2)) - (println "!= at index:" i ", v1:" v1 "v2:" v2 "diff" (- v1 v2)))))) + (if (or (nil-or-nan? v1) (nil-or-nan? v2)) + (when (not= v1 v2) + (println "!= at index:" i ", v1:" v1 "v2:" v2)) + (when (not (fuzzy= tol v1 v2)) + (println "!= at index:" i ", v1:" v1 "v2:" v2 "diff" (- v1 v2))))))) (print-diff (drop 10 (:lma data/ind-100-export-ds)) @@ -117,24 +167,22 @@ (ind/ehlers-gaussian 100 (:close data/ind-100-export-ds)) 0.00000001) - (ind/arma 3 (:close ds) 3) - (ind/a2rma 14 (:close data/bybit-spot-btc-daily) 3) - (print-diff (:arma14 data/arma-export-ds) - (ind/arma 14 (:close data/arma-export-ds) 3) + (print-diff (:arma14-3 data/arma-bybit-export-ds) + (ind/arma 14 (:close data/arma-bybit-export-ds) 3) 0.00000001) - (print-diff (:arma20 data/arma-export-ds) - (ind/arma 20 (:close data/arma-export-ds) 2.5) + (print-diff (:arma20-3 data/arma-bybit-export-ds) + (ind/arma 20 (:close data/arma-bybit-export-ds) 3) 0.00000001) - (print-diff (:a2rma-14 data/arma-export-ds) - (ind/a2rma 14 (:close data/arma-export-ds) 3) - 0.00000001) + (print-diff (:a2rma14-3 data/a2rma-bybit-export-ds) + (ind/a2rma 14 (:close data/a2rma-bybit-export-ds) 3) + 0.01) - (print-diff (:a2rma-20 data/arma-export-ds) - (ind/a2rma 20 (:close data/arma-export-ds) 2.5) - 0.00000001) + (print-diff (:a2rma20-3 data/a2rma-bybit-export-ds) + (ind/a2rma 20 (:close data/a2rma-bybit-export-ds) 3) + 0.001) (nth (:close ds) 0) @@ -142,5 +190,6 @@ (vec (ind/lma 100 (:close data/ind-100-export-ds))) (ind/ehlers-supersmoother 100 (:close data/ind-100-export-ds)) (ind/ehlers-gaussian 100 (:close data/ind-100-export-ds)) + (ind/a2rma 14 (:close data/arma-bybit-export-ds) 3) ; ) \ No newline at end of file diff --git a/lib/indicator/test/ta/indicator/util/data.clj b/lib/indicator/test/ta/indicator/util/data.clj index e9b1e7ee..5986bb91 100644 --- a/lib/indicator/test/ta/indicator/util/data.clj +++ b/lib/indicator/test/ta/indicator/util/data.clj @@ -24,13 +24,11 @@ (defn get-csv-ds [csv-name] (tc/dataset (str "test/ta/indicator/csv/" csv-name) {:key-fn keyword})) -; bybit spot -(def bybit-spot-btc-daily (get-csv-ds "BYBIT_SPOT_BTCUSDT_1D.csv")) - ; indicator length = 100 (def ind-100-export-ds (get-csv-ds "INDEX_BTCUSD_1D_len_100.csv")) -; arma and arma2 with length / gamma: 14 / 3 and 20 / 2.5 -(def arma-export-ds (get-csv-ds "INDEX_BTCUSD_60_arma_14_3 20_2.5_a2rma_14_3 20_2.5.csv")) +(def arma-bybit-export-ds (get-csv-ds "BYBIT_BTCUSDT_1D_arma.csv")) +(def a2rma-bybit-export-ds (get-csv-ds "BYBIT_BTCUSDT_1D_a2rma.csv")) +(def arma-debug-bybit-export-ds (get-csv-ds "BYBIT_BTCUSDT_1D_arma_debug.csv")) (def compress-ds (get-csv-ds "compress.csv"))