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enhance(ux): weighted sorting for the marketplace plugins

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charlie
2025-02-21 11:30:35 +08:00
parent 0ccb59a2ad
commit 1256d2ef94
1 changed files with 9 additions and 7 deletions
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16
src/main/frontend/components/plugins.cljs
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@@ -769,23 +769,25 @@
pkgs (get grouped-pkgs false)
;; calculate weight
[key pkgs] (if default?
(let [decay-factor 0.01
(let [decay-factor 0.001
download-weight 0.8
star-weight 0.2]
(letfn [(normalize [vals val]
(let [min-val (apply min vals)
max-val (apply max vals)]
(if (= max-val min-val) 1
(/ (- val min-val) (- max-val val)))))
(if (= max-val min-val) 0
(/ (- val min-val) (- max-val min-val)))))
(time-diff-in-days [ts]
(let [time-diff (- (js/Date.now) ts)]
(when-let [time-diff (and (number? ts) (- (js/Date.now) ts))]
(/ time-diff (* 1000 60 60 24))))]
[:weight
(let [all-downloads (map :downloads pkgs)
all-stars (map :stars pkgs)]
(let [all-downloads (->> (map :downloads pkgs) (remove #(not (number? %))))
all-stars (->> (map :stars pkgs) (remove #(not (number? %))))]
(->> pkgs
(map (fn [{:keys [downloads stars latestAt] :as pkg}]
(let [days-since-latest (time-diff-in-days latestAt)
(let [downloads (if (number? downloads) downloads 1)
stars (if (number? stars) stars 1)
days-since-latest (time-diff-in-days latestAt)
decay (js/Math.exp (* -1 decay-factor days-since-latest))
normalized-downloads (normalize all-downloads downloads)
normalize-stars (normalize all-stars stars)