diff --git a/docs/clay_book.emmy_viewers.html b/docs/clay_book.emmy_viewers.html index 69084807..5a6c6962 100644 --- a/docs/clay_book.emmy_viewers.html +++ b/docs/clay_book.emmy_viewers.html @@ -216,7 +216,8 @@

3  -

+ +

This namespace discusses Clay’s support for Emmy-viewers.

(ns clay-book.emmy-viewers
@@ -235,7 +236,7 @@ 

 
(mafs/of-x e/sin {:color :blue})
-
+

3.2 A few detials behind the scenes

@@ -246,8 +247,8 @@ 

(reagent.core/with-let
- [G__88424 (js/Function. "y0001" "  return Math.sin(y0001);")]
- [mafs.plot/OfX {:y G__88424}])
+ [G__92159 (js/Function. "y0001" " return Math.sin(y0001);")] + [mafs.plot/OfX {:y G__92159}])

By default, it is inferred to be of :kind/emmy-viewers, and is handle accordingly.

Equivalently, we could also handle it more explicitly with :kind/reagent:

@@ -257,7 +258,7 @@

~(ev/expand (mafs/of-x e/sin)))] {:html/deps [:emmy-viewers]}) -
+

3.3 More examples

@@ -276,7 +277,7 @@

(mafs/inequality {:y {:<= shifted :> cos} :color :blue})))) -
+

Try moving the pink mark. 👆

diff --git a/docs/clay_book.examples.html b/docs/clay_book.examples.html index 066eef79..026c5f3b 100644 --- a/docs/clay_book.examples.html +++ b/docs/clay_book.examples.html @@ -204,31 +204,32 @@

Table of contents

  • 2.2 Hidden
  • 2.3 Hiccup
  • 2.4 Reagent
    • -
  • 2.5 HTML
    • -
  • 2.6 Markdown
    • -
  • 2.7 TeX
    • -
  • 2.8 Code
    • -
  • 2.9 Images
    • -
  • 2.10 Plain data structures
    • -
  • 2.11 Pretty printing
    • -
  • 2.12 Datasets
    • -
  • 2.13 Tables
    • -
  • 2.14 Vega and Vega-Lite
    • -
  • 2.15 Cytoscape
    • -
  • 2.16 ECharts
    • -
  • 2.17 Plotly
    • -
  • 2.18 Highcharts
    • -
  • 2.19 Observable
    • -
  • 2.20 Leaflet
    • -
  • 2.21 D3
    • -
  • 2.22 ggplotly
    • -
  • 2.23 3DMol.js
    • -
  • 2.24 Video
    • -
  • 2.25 Embedded Portal
    • -
  • 2.26 Nesting kinds in Hiccup
    • -
  • 2.27 Nesting kinds in Tables
    • -
  • 2.28 More nesting examples
    • -
  • 2.29 emmy-viewers
    • +
  • 2.5 Scittle
    • +
  • 2.6 HTML
    • +
  • 2.7 Markdown
    • +
  • 2.8 TeX
    • +
  • 2.9 Code
    • +
  • 2.10 Images
    • +
  • 2.11 Plain data structures
    • +
  • 2.12 Pretty printing
    • +
  • 2.13 Datasets
    • +
  • 2.14 Tables
    • +
  • 2.15 Vega and Vega-Lite
    • +
  • 2.16 Cytoscape
    • +
  • 2.17 ECharts
    • +
  • 2.18 Plotly
    • +
  • 2.19 Highcharts
    • +
  • 2.20 Observable
    • +
  • 2.21 Leaflet
    • +
  • 2.22 D3
    • +
  • 2.23 ggplotly
    • +
  • 2.24 3DMol.js
    • +
  • 2.25 Video
    • +
  • 2.26 Embedded Portal
    • +
  • 2.27 Nesting kinds in Hiccup
    • +
  • 2.28 Nesting kinds in Tables
    • +
  • 2.29 More nesting examples
    • +
  • 2.30 emmy-viewers
    • @@ -272,13 +273,13 @@

    2  - + + - - - + + @@ -292,7 +293,8 @@

    2  -

    + +

    This namespace lists various usage examples of Clay. Most of the behaviours demonstrated here are defined by the Kindly specification.

    (ns clay-book.examples
@@ -342,6 +344,7 @@ 
    
 
    2.4 Reagent
    
+
    With kind/reagent, one may render Reagent components.
    
 
    
 
    (kind/reagent
  ['(fn [numbers]
@@ -349,7 +352,7 @@ 
          (pr-str (map inc numbers))])
   (vec (range 40))])
    
 
    
-
    
+
    
 
    From the reagent tutorial:
    
 
    
 
    (kind/reagent
@@ -362,61 +365,120 @@ 
              [:input {:type "button" :value "Click me!"
                    :on-click #(swap! *click-count inc)}]])))])
    
 
    
-
    
+
    
+
    
+
    (kind/reagent
+ ['(fn [{:keys [spec0
+                transition
+                time-for-transition]}]
+     (let [*spec (reagent.core/atom spec0)]
+       (fn []
+         ^{:key @*spec}
+         [:div
+          [:div {:style {:height "400px"}
+                 :ref (fn [el]
+                        (when el
+                          (let [chart (.init js/echarts el)]
+                            (.setOption chart (clj->js @*spec)))))}]
+          (js/setInterval #(swap! *spec transition) time-for-transition)
+          ;; Include this to force component update:
+          [:p {:style {:display :none}}
+           (hash @*spec)]])))
+  {:spec0 {:title {:text "Echarts Example"}
+           :tooltip {}
+           :legend {:data ["sales"]}
+           :xAxis {:data ["Shirts", "Cardigans", "Chiffons",
+                          "Pants", "Heels", "Socks"]}
+           :yAxis {}
+           :series [{:name "sales"
+                     :type "bar"
+                     :data [5 20 36
+                            10 10 20]}]}
+   :transition '(fn [spec]
+                  (update-in spec
+                             [:series 0 :data]
+                             (partial map #(+ %
+                                              (rand-int 10)
+                                              -5))))
+   :time-for-transition 1000}]
+ {:html/deps [:echarts]})
    
+
    
+

    -
    -

    2.5 HTML

    +
    +

    2.5 Scittle

    +

    With kind/scittle, one may specify Clojurescript code to run through Scittle.

    +
    +
    (kind/scittle
+ '(.log js/console "hello"))
    +
    + +
    +
    (kind/scittle
+ '(defn f [x]
+    (+ x 9)))
    +
    + +
    +
    (kind/reagent
+ ['(fn []
+     [:p (f 11)])])
    +
    +
    +
    +
    +

    2.6 HTML

    Raw html can be represented as a kind too:

    -
    (kind/html "<div style='height:40px; width:40px; background:purple'></div> ")
    +
    (kind/html "<div style='height:40px; width:40px; background:purple'></div> ")
    -
    (kind/html
- "
-<svg height=100 width=100>
-<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />
-</svg> ")
    +
    (kind/html
+ "
+<svg height=100 width=100>
+<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />
+</svg> ")
    -
    (kind/html
- ["<svg height=100 width=100>"
-  "<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />"
-  "</svg>"])
    +
    (kind/html
+ ["<svg height=100 width=100>"
+  "<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />"
+  "</svg>"])
    -
    (kind/html
- (list
-  "<svg height=100 width=100>"
-  "<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />"
-  "</svg>"))
    +
    (kind/html
+ (list
+  "<svg height=100 width=100>"
+  "<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />"
+  "</svg>"))
    -
    -

    2.6 Markdown

    +
    +

    2.7 Markdown

    Markdown text (a string or a vector of strings) can be handled using a kind too.

    -
    (kind/md
- "This is [markdown](https://www.markdownguide.org/).")
    +
    (kind/md
+ "This is [markdown](https://www.markdownguide.org/).")

    This is markdown.

    -
    (kind/md
- ["
-* This is [markdown](https://www.markdownguide.org/).
-  * *Isn't it??*"
-  "
-* Here is **some more** markdown."])
    +
    (kind/md
+ ["
+* This is [markdown](https://www.markdownguide.org/).
+  * *Isn't it??*"
+  "
+* Here is **some more** markdown."])
    • This is markdown. @@ -426,13 +488,13 @@

      -
      (kind/md
- (list
-  "
-* This is [markdown](https://www.markdownguide.org/).
-  * *Isn't it??*"
-  "
-* Here is **some more** markdown."))
      +
      (kind/md
+ (list
+  "
+* This is [markdown](https://www.markdownguide.org/).
+  * *Isn't it??*"
+  "
+* Here is **some more** markdown."))
      • This is markdown. @@ -443,154 +505,154 @@

        -
        (kind/md
- "Let $x=9$. Then $$x+11=20$$")
        +
        (kind/md
+ "Let $x=9$. Then $$x+11=20$$")

        Let \(x=9\). Then \[x+11=20\]

    -
    -

    2.7 TeX

    +
    +

    2.8 TeX

    -
    (kind/tex "x^2=\\alpha")
    +
    (kind/tex "x^2=\\alpha")

    \[x^2=\alpha\]

    -
    -

    2.8 Code

    +
    +

    2.9 Code

    Clojure code can be annotated with kind/code.

    -
    (kind/code "(update {:x 9} :x inc)")
    +
    (kind/code "(update {:x 9} :x inc)")
    -
    (update {:x 9} :x inc)
    +
    (update {:x 9} :x inc)
    -
    (kind/code
- ["(update {:x 9} :x inc)"
-  "(update {:x 9} :x dec)"])
    +
    (kind/code
+ ["(update {:x 9} :x inc)"
+  "(update {:x 9} :x dec)"])
    -
    (update {:x 9} :x inc)
    +
    (update {:x 9} :x inc)
    -
    (update {:x 9} :x dec)
    +
    (update {:x 9} :x dec)
    -
    (kind/code
- (list
-  "(update {:x 9} :x inc)"
-  "(update {:x 9} :x dec)"))
    +
    (kind/code
+ (list
+  "(update {:x 9} :x inc)"
+  "(update {:x 9} :x dec)"))
    -
    (update {:x 9} :x inc)
    +
    (update {:x 9} :x inc)
    -
    (update {:x 9} :x dec)
    +
    (update {:x 9} :x dec)
    -
    -

    2.9 Images

    +
    +

    2.10 Images

    Java BufferedImage objects are displayed as images.

    -
    (import javax.imageio.ImageIO
-        java.net.URL)
    +
    (import javax.imageio.ImageIO
+        java.net.URL)
    -
    java.net.URL
    +
    java.net.URL
    -
    (defonce clay-image
-  (->  "https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg"
-       (URL.)
-       (ImageIO/read)))
    +
    (defonce clay-image
+  (->  "https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg"
+       (URL.)
+       (ImageIO/read)))
    -
    clay-image
    +
    clay-image

    Urls to images can be annotated as images as well.

    -
    (kind/image
- {:src "https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg"})
    +
    (kind/image
+ {:src "https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg"})

    Other image representations are currently not supported.

    -
    (kind/image
- "AN IMAGE")
    +
    (kind/image
+ "AN IMAGE")

    unsupported image format

    -
    -

    2.10 Plain data structures

    +
    +

    2.11 Plain data structures

    Plain data structures (lists and sequnces, vectors, sets, maps) are pretty printed if there isn’t any value inside which needs to be displayed in special kind of way.

    -
    (def people-as-maps
-  (->> (range 29)
-       (mapv (fn [i]
-               {:preferred-language (["clojure" "clojurescript" "babashka"]
-                                     (rand-int 3))
-                :age (rand-int 100)}))))
    +
    (def people-as-maps
+  (->> (range 29)
+       (mapv (fn [i]
+               {:preferred-language (["clojure" "clojurescript" "babashka"]
+                                     (rand-int 3))
+                :age (rand-int 100)}))))
    -
    (def people-as-vectors
-  (->> people-as-maps
-       (mapv (juxt :preferred-language :age))))
    +
    (def people-as-vectors
+  (->> people-as-maps
+       (mapv (juxt :preferred-language :age))))
    -
    (take 5 people-as-maps)
    +
    (take 5 people-as-maps)
    -
    ({:preferred-language "clojurescript", :age 24}
- {:preferred-language "babashka", :age 13}
- {:preferred-language "clojurescript", :age 83}
- {:preferred-language "clojurescript", :age 96}
- {:preferred-language "clojurescript", :age 93})
    +
    ({:preferred-language "clojure", :age 49}
+ {:preferred-language "clojure", :age 6}
+ {:preferred-language "clojurescript", :age 86}
+ {:preferred-language "clojure", :age 68}
+ {:preferred-language "clojurescript", :age 65})
    -
    (take 5 people-as-vectors)
    +
    (take 5 people-as-vectors)
    -
    (["clojurescript" 24]
- ["babashka" 13]
- ["clojurescript" 83]
- ["clojurescript" 96]
- ["clojurescript" 93])
    +
    (["clojure" 49]
+ ["clojure" 6]
+ ["clojurescript" 86]
+ ["clojure" 68]
+ ["clojurescript" 65])
    -
    (->> people-as-vectors
-     (take 5)
-     set)
    +
    (->> people-as-vectors
+     (take 5)
+     set)
    -
    #{["clojurescript" 24]
-  ["babashka" 13]
-  ["clojurescript" 93]
-  ["clojurescript" 83]
-  ["clojurescript" 96]}
    +
    #{["clojurescript" 65]
+  ["clojurescript" 86]
+  ["clojure" 6]
+  ["clojure" 49]
+  ["clojure" 68]}

    When something inside needs to be displayed in a special kind of way, the data structures are printed in a way that makes that clear.

    -
    (def nested-structure-1
-  {:vector-of-numbers [2 9 -1]
-   :vector-of-different-things ["hi"
-                                (kind/hiccup
-                                 [:big [:big "hello"]])]
-   :map-of-different-things {:markdown (kind/md ["*hi*, **hi**"])
-                             :number 9999}
-   :hiccup (kind/hiccup
-            [:big [:big "bye"]])
-   :dataset (tc/dataset {:x (range 3)
-                         :y [:A :B :C]})})
    +
    (def nested-structure-1
+  {:vector-of-numbers [2 9 -1]
+   :vector-of-different-things ["hi"
+                                (kind/hiccup
+                                 [:big [:big "hello"]])]
+   :map-of-different-things {:markdown (kind/md ["*hi*, **hi**"])
+                             :number 9999}
+   :hiccup (kind/hiccup
+            [:big [:big "bye"]])
+   :dataset (tc/dataset {:x (range 3)
+                         :y [:A :B :C]})})
    -
    nested-structure-1
    +
    nested-structure-1

    {

    :vector-of-numbers [2 9 -1]
    @@ -718,38 +780,38 @@

    <

    }

    -
    -

    2.11 Pretty printing

    +
    +

    2.12 Pretty printing

    The :kind/pprint kind makes sure to simply pretty-print values:

    -
    (kind/pprint nested-structure-1)
    +
    (kind/pprint nested-structure-1)
    -
    {:vector-of-numbers [2 9 -1],
- :vector-of-different-things ["hi" [:big [:big "hello"]]],
- :map-of-different-things {:markdown ["*hi*, **hi**"], :number 9999},
- :hiccup [:big [:big "bye"]],
- :dataset _unnamed [3 2]:
-
-| :x | :y |
-|---:|----|
-|  0 | :A |
-|  1 | :B |
-|  2 | :C |
-}
    +
    {:vector-of-numbers [2 9 -1],
+ :vector-of-different-things ["hi" [:big [:big "hello"]]],
+ :map-of-different-things {:markdown ["*hi*, **hi**"], :number 9999},
+ :hiccup [:big [:big "bye"]],
+ :dataset _unnamed [3 2]:
+
+| :x | :y |
+|---:|----|
+|  0 | :A |
+|  1 | :B |
+|  2 | :C |
+}
    -
    -

    2.12 Datasets

    +
    +

    2.13 Datasets

    tech.ml.dataset datasets currently use the default printing of the library,

    Let us create such a dataset using Tablecloth.

    -
    (require '[tablecloth.api :as tc])
    +
    (require '[tablecloth.api :as tc])
    -
    (-> {:x (range 6)
-     :y [:A :B :C :A :B :C]}
-    tc/dataset)
    +
    (-> {:x (range 6)
+     :y [:A :B :C :A :B :C]}
+    tc/dataset)

    _unnamed [6 2]:

    @@ -789,9 +851,9 @@

    -
    (-> {:x [1 [2 3] 4]
-     :y [:A :B :C]}
-    tc/dataset)
    +
    (-> {:x [1 [2 3] 4]
+     :y [:A :B :C]}
+    tc/dataset)

    _unnamed [3 2]:

    @@ -819,9 +881,9 @@

    -
    (-> [{:x 1 :y 2 :z 3}
-     {:y 4 :z 5}]
-    tc/dataset)
    +
    (-> [{:x 1 :y 2 :z 3}
+     {:y 4 :z 5}]
+    tc/dataset)

    _unnamed [2 3]:

    @@ -848,8 +910,8 @@

    -
    (-> people-as-maps
-    tc/dataset)
    +
    (-> people-as-maps
+    tc/dataset)

    _unnamed [29 2]:

    @@ -862,101 +924,101 @@

    -clojurescript -24 +clojure +49 -babashka -13 +clojure +6 clojurescript -83 +86 -clojurescript -96 +clojure +68 clojurescript -93 +65 -clojurescript -74 +babashka +59 babashka -6 +77 -clojure -3 +babashka +61 clojure -30 +22 clojure -71 +12 … … -babashka -53 +clojurescript +40 babashka -27 +67 -clojurescript -86 +clojure +0 babashka -72 +97 -clojure -93 +babashka +62 babashka -2 +78 -clojurescript -23 +babashka +27 clojurescript -87 +28 babashka -25 +91 -clojure -50 +babashka +34 -babashka -14 +clojurescript +41

    Some kind options of kind/dataset control the way a dataset is printed.

    -
    (-> {:x (range 30)}
-    tc/dataset
-    (kind/dataset {:dataset/print-range 6}))
    +
    (-> {:x (range 30)}
+    tc/dataset
+    (kind/dataset {:dataset/print-range 6}))

    _unnamed [30 1]:

    @@ -995,14 +1057,14 @@

    -

    2.13 Tables

    +
    +

    2.14 Tables

    The :kind/table kind can be handy for an interactive table view. :kind/table understands many structures which can be rendered as a table.

    A map containing either :row-vectors (sequence of sequences) or row-maps (sequence of maps) keys with optional :column-names.

    -
    (kind/table
- {:column-names [:preferred-language :age]
-  :row-vectors people-as-vectors})
    +
    (kind/table
+ {:column-names [:preferred-language :age]
+  :row-vectors people-as-vectors})
    @@ -1015,120 +1077,120 @@

    -clojurescript -24 +clojure +49 -babashka -13 +clojure +6 clojurescript -83 +86 -clojurescript -96 +clojure +68 clojurescript -93 +65 -clojurescript -74 +babashka +59 babashka -6 +77 -clojure -3 +babashka +61 clojure -30 +22 clojure -71 +12 -clojurescript -49 +babashka +21 -clojure -94 +babashka +96 babashka -50 +25 babashka -88 +80 clojure -55 +93 -clojurescript -2 +babashka +10 -clojure -24 +clojurescript +61 -clojurescript -10 +babashka +70 -babashka -53 +clojurescript +40 babashka -27 +67 -clojurescript -86 +clojure +0 babashka -72 +97 -clojure -93 +babashka +62 babashka -2 +78 -clojurescript -23 +babashka +27 clojurescript -87 +28 babashka -25 +91 -clojure -50 +babashka +34 -babashka -14 +clojurescript +41 @@ -1136,32 +1198,32 @@

    -
    (kind/table
- {:row-vectors (take 5 people-as-vectors)})
    +
    (kind/table
+ {:row-vectors (take 5 people-as-vectors)})

    - - + + - - + + - + - - + + - +
    clojurescript24clojure49
    babashka13clojure6
    clojurescript8386
    clojurescript96clojure68
    clojurescript9365
    @@ -1169,8 +1231,8 @@

    -
    (kind/table
- {:row-maps (take 5 people-as-maps)})
    +
    (kind/table
+ {:row-maps (take 5 people-as-maps)})

    @@ -1183,24 +1245,24 @@

    -clojurescript -24 +clojure +49 -babashka -13 +clojure +6 clojurescript -83 +86 -clojurescript -96 +clojure +68 clojurescript -93 +65 @@ -1208,9 +1270,9 @@

    -
    (kind/table
- {:column-names [:preferred-language]
-  :row-maps (take 5 people-as-maps)})
    +
    (kind/table
+ {:column-names [:preferred-language]
+  :row-maps (take 5 people-as-maps)})

    @@ -1222,16 +1284,16 @@

    -clojurescript +clojure -babashka +clojure clojurescript -clojurescript +clojure clojurescript @@ -1242,38 +1304,38 @@

    -
    (kind/table (take 5 people-as-vectors))
    +
    (kind/table (take 5 people-as-vectors))

    - - + + - - + + - + - - + + - +
    clojurescript24clojure49
    babashka13clojure6
    clojurescript8386
    clojurescript96clojure68
    clojurescript9365
    -
    (kind/table (take 5 people-as-maps))
    +
    (kind/table (take 5 people-as-maps))
    @@ -1286,24 +1348,24 @@

    -clojurescript -24 +clojure +49 -babashka -13 +clojure +6 clojurescript -83 +86 -clojurescript -96 +clojure +68 clojurescript -93 +65 @@ -1311,8 +1373,8 @@

    -
    (kind/table {:x (range 6)
-             :y [:A :B :C :A :B :C]})
    +
    (kind/table {:x (range 6)
+             :y [:A :B :C :A :B :C]})

    @@ -1354,12 +1416,12 @@

    -
    (def people-as-dataset
-  (tc/dataset people-as-maps))
    +
    (def people-as-dataset
+  (tc/dataset people-as-maps))

    -
    (-> people-as-dataset
-    kind/table)
    +
    (-> people-as-dataset
+    kind/table)
    @@ -1372,120 +1434,120 @@

    -clojurescript -24 +clojure +49 -babashka -13 +clojure +6 clojurescript -83 +86 -clojurescript -96 +clojure +68 clojurescript -93 +65 -clojurescript -74 +babashka +59 babashka -6 +77 -clojure -3 +babashka +61 clojure -30 +22 clojure -71 +12 -clojurescript -49 +babashka +21 -clojure -94 +babashka +96 babashka -50 +25 babashka -88 +80 clojure -55 +93 -clojurescript -2 +babashka +10 -clojure -24 +clojurescript +61 -clojurescript -10 +babashka +70 -babashka -53 +clojurescript +40 babashka -27 +67 -clojurescript -86 +clojure +0 babashka -72 +97 -clojure -93 +babashka +62 babashka -2 +78 -clojurescript -23 +babashka +27 clojurescript -87 +28 babashka -25 +91 -clojure -50 +babashka +34 -babashka -14 +clojurescript +41 @@ -1493,8 +1555,8 @@

    -
    (-> people-as-dataset
-    (kind/table {:element/max-height "300px"}))
    +
    (-> people-as-dataset
+    (kind/table {:element/max-height "300px"}))

    @@ -1508,120 +1570,120 @@

    -clojurescript -24 +clojure +49 -babashka -13 +clojure +6 clojurescript -83 +86 -clojurescript -96 +clojure +68 clojurescript -93 +65 -clojurescript -74 +babashka +59 babashka -6 +77 -clojure -3 +babashka +61 clojure -30 +22 clojure -71 +12 -clojurescript -49 +babashka +21 -clojure -94 +babashka +96 babashka -50 +25 babashka -88 +80 clojure -55 +93 -clojurescript -2 +babashka +10 -clojure -24 +clojurescript +61 -clojurescript -10 +babashka +70 -babashka -53 +clojurescript +40 babashka -27 +67 -clojurescript -86 +clojure +0 babashka -72 +97 -clojure -93 +babashka +62 babashka -2 +78 -clojurescript -23 +babashka +27 clojurescript -87 +28 babashka -25 +91 -clojure -50 +babashka +34 -babashka -14 +clojurescript +41 @@ -1630,106 +1692,106 @@

    datatables to reneder kind/table, and in this case the user may specify datatables options (see the full list).

    -
    (-> people-as-maps
-    tc/dataset
-    (kind/table {:use-datatables true}))
    +
    (-> people-as-maps
+    tc/dataset
+    (kind/table {:use-datatables true}))
    -
    preferred-languageage
    clojurescript24
    babashka13
    clojurescript83
    clojurescript96
    clojurescript93
    clojurescript74
    babashka6
    clojure3
    clojure30
    clojure71
    clojurescript49
    clojure94
    babashka50
    babashka88
    clojure55
    clojurescript2
    clojure24
    clojurescript10
    babashka53
    babashka27
    clojurescript86
    babashka72
    clojure93
    babashka2
    clojurescript23
    clojurescript87
    babashka25
    clojure50
    babashka14
    +
    preferred-languageage
    clojure49
    clojure6
    clojurescript86
    clojure68
    clojurescript65
    babashka59
    babashka77
    babashka61
    clojure22
    clojure12
    babashka21
    babashka96
    babashka25
    babashka80
    clojure93
    babashka10
    clojurescript61
    babashka70
    clojurescript40
    babashka67
    clojure0
    babashka97
    babashka62
    babashka78
    babashka27
    clojurescript28
    babashka91
    babashka34
    clojurescript41
    -
    (-> people-as-dataset
-    (kind/table {:use-datatables true
-                 :datatables {:scrollY 300}}))
    +
    (-> people-as-dataset
+    (kind/table {:use-datatables true
+                 :datatables {:scrollY 300}}))
    -
    preferred-languageage
    clojurescript24
    babashka13
    clojurescript83
    clojurescript96
    clojurescript93
    clojurescript74
    babashka6
    clojure3
    clojure30
    clojure71
    clojurescript49
    clojure94
    babashka50
    babashka88
    clojure55
    clojurescript2
    clojure24
    clojurescript10
    babashka53
    babashka27
    clojurescript86
    babashka72
    clojure93
    babashka2
    clojurescript23
    clojurescript87
    babashka25
    clojure50
    babashka14
    +
    preferred-languageage
    clojure49
    clojure6
    clojurescript86
    clojure68
    clojurescript65
    babashka59
    babashka77
    babashka61
    clojure22
    clojure12
    babashka21
    babashka96
    babashka25
    babashka80
    clojure93
    babashka10
    clojurescript61
    babashka70
    clojurescript40
    babashka67
    clojure0
    babashka97
    babashka62
    babashka78
    babashka27
    clojurescript28
    babashka91
    babashka34
    clojurescript41

    -
    -

    2.14 Vega and Vega-Lite

    +
    +

    2.15 Vega and Vega-Lite

    -
    (defn vega-lite-point-plot [data]
-  (-> {:data {:values data},
-       :mark "point"
-       :encoding
-       {:size {:field "w" :type "quantitative"}
-        :x {:field "x", :type "quantitative"},
-        :y {:field "y", :type "quantitative"},
-        :fill {:field "z", :type "nominal"}}}
-      kind/vega-lite))
    +
    (defn vega-lite-point-plot [data]
+  (-> {:data {:values data},
+       :mark "point"
+       :encoding
+       {:size {:field "w" :type "quantitative"}
+        :x {:field "x", :type "quantitative"},
+        :y {:field "y", :type "quantitative"},
+        :fill {:field "z", :type "nominal"}}}
+      kind/vega-lite))
    -
    (defn random-data [n]
-  (->> (repeatedly n #(- (rand) 0.5))
-       (reductions +)
-       (map-indexed (fn [x y]
-                      {:w (rand-int 9)
-                       :z (rand-int 9)
-                       :x x
-                       :y y}))))
    +
    (defn random-data [n]
+  (->> (repeatedly n #(- (rand) 0.5))
+       (reductions +)
+       (map-indexed (fn [x y]
+                      {:w (rand-int 9)
+                       :z (rand-int 9)
+                       :x x
+                       :y y}))))
    -
    (defn random-vega-lite-plot [n]
-  (-> n
-      random-data
-      vega-lite-point-plot))
    +
    (defn random-vega-lite-plot [n]
+  (-> n
+      random-data
+      vega-lite-point-plot))
    -
    (random-vega-lite-plot 9)
    +
    (random-vega-lite-plot 9)
    -
    +

    When the vega/vega-lite data is given in CSV format, Clay will serve it in a separate CSV file alongside the generated HTML.

    -
    (-> {:data {:values "x,y
-1,1
-2,4
-3,9
--1,1
--2,4
--3,9"
-            :format {:type :csv}},
-     :mark "point"
-     :encoding
-     {:x {:field "x", :type "quantitative"}
-      :y {:field "y", :type "quantitative"}}}
-    kind/vega-lite)
    +
    (-> {:data {:values "x,y
+1,1
+2,4
+3,9
+-1,1
+-2,4
+-3,9"
+            :format {:type :csv}},
+     :mark "point"
+     :encoding
+     {:x {:field "x", :type "quantitative"}
+      :y {:field "y", :type "quantitative"}}}
+    kind/vega-lite)
    -
    -

    2.15 Cytoscape

    +
    +

    2.16 Cytoscape

    See the Cytoscape docs.

    -
    (def cytoscape-example
-  {:elements {:nodes [{:data {:id "a" :parent "b"} :position {:x 215 :y 85}}
-                      {:data {:id "b"}}
-                      {:data {:id "c" :parent "b"} :position {:x 300 :y 85}}
-                      {:data {:id "d"} :position {:x 215 :y 175}}
-                      {:data {:id "e"}}
-                      {:data {:id "f" :parent "e"} :position {:x 300 :y 175}}]
-              :edges [{:data {:id "ad" :source "a" :target "d"}}
-                      {:data {:id "eb" :source "e" :target "b"}}]}
-   :style [{:selector "node"
-            :css {:content "data(id)"
-                  :text-valign "center"
-                  :text-halign "center"}}
-           {:selector "parent"
-            :css {:text-valign "top"
-                  :text-halign "center"}}
-           {:selector "edge"
-            :css {:curve-style "bezier"
-                  :target-arrow-shape "triangle"}}]
-   :layout {:name "preset"
-            :padding 5}})
    -
    -
    -
    (kind/cytoscape
- cytoscape-example)
    +
    (def cytoscape-example
+  {:elements {:nodes [{:data {:id "a" :parent "b"} :position {:x 215 :y 85}}
+                      {:data {:id "b"}}
+                      {:data {:id "c" :parent "b"} :position {:x 300 :y 85}}
+                      {:data {:id "d"} :position {:x 215 :y 175}}
+                      {:data {:id "e"}}
+                      {:data {:id "f" :parent "e"} :position {:x 300 :y 175}}]
+              :edges [{:data {:id "ad" :source "a" :target "d"}}
+                      {:data {:id "eb" :source "e" :target "b"}}]}
+   :style [{:selector "node"
+            :css {:content "data(id)"
+                  :text-valign "center"
+                  :text-halign "center"}}
+           {:selector "parent"
+            :css {:text-valign "top"
+                  :text-halign "center"}}
+           {:selector "edge"
+            :css {:curve-style "bezier"
+                  :target-arrow-shape "triangle"}}]
+   :layout {:name "preset"
+            :padding 5}})
    +
    +
    +
    (kind/cytoscape
+ cytoscape-example)
    -
    (-> cytoscape-example
-    (kind/cytoscape {:style
-                     {:width "100px"
-                      :height "100px"}}))
    +
    (-> cytoscape-example
+    (kind/cytoscape {:style
+                     {:width "100px"
+                      :height "100px"}}))
    -
    -

    2.16 ECharts

    +
    +

    2.17 ECharts

    This example is taken from Apache ECharts’ Getting Started.

    -
    (def echarts-example
-  {:title {:text "Echarts Example"}
-   :tooltip {}
-   :legend {:data ["sales"]}
-   :xAxis {:data ["Shirts", "Cardigans", "Chiffons",
-                  "Pants", "Heels", "Socks"]}
-   :yAxis {}
-   :series [{:name "sales"
-             :type "bar"
-             :data [5 20 36
-                    10 10 20]}]})
    +
    (def echarts-example
+  {:title {:text "Echarts Example"}
+   :tooltip {}
+   :legend {:data ["sales"]}
+   :xAxis {:data ["Shirts", "Cardigans", "Chiffons",
+                  "Pants", "Heels", "Socks"]}
+   :yAxis {}
+   :series [{:name "sales"
+             :type "bar"
+             :data [5 20 36
+                    10 10 20]}]})
    -
    (kind/echarts
- echarts-example)
    +
    (kind/echarts
+ echarts-example)
    -
    (-> echarts-example
-    (kind/echarts {:style
-                   {:width "500px"
-                    :height "200px"}}))
    +
    (-> echarts-example
+    (kind/echarts {:style
+                   {:width "500px"
+                    :height "200px"}}))
    -
    -

    2.17 Plotly

    +
    +

    2.18 Plotly

    See the plotly.js docs.

    -
    (def plotly-example
-  {:data [{:x [0 1 3 2]
-           :y [0 6 4 5]
-           :z [0 8 9 7]
-           :type :scatter3d
-           :mode :lines+markers
-           :opacity 0.5
-           :line {:width 5}
-           :marker {:size 4
-                    :colorscale :Viridis}}]
-   :layout {:title "Plotly example"}})
    +
    (def plotly-example
+  {:data [{:x [0 1 3 2]
+           :y [0 6 4 5]
+           :z [0 8 9 7]
+           :type :scatter3d
+           :mode :lines+markers
+           :opacity 0.5
+           :line {:width 5}
+           :marker {:size 4
+                    :colorscale :Viridis}}]
+   :layout {:title "Plotly example"}})
    -
    (kind/plotly
- plotly-example)
    +
    (kind/plotly
+ plotly-example)
    -
    (-> plotly-example
-    (kind/plotly {:style
-                  {:width "300px"
-                   :height "300px"}}))
    +
    (-> plotly-example
+    (kind/plotly {:style
+                  {:width "300px"
+                   :height "300px"}}))
    -
    -

    2.18 Highcharts

    -
    -
    (kind/highcharts
- {:title {:text "Line chart"}
-  :subtitle {:text "By Job Category"}
-  :yAxis {:title {:text "Number of Employees"}}
-  :series [{:name "Installation & Developers"
-            :data [43934, 48656, 65165, 81827, 112143, 142383,
-                   171533, 165174, 155157, 161454, 154610]}
-
-           {:name "Manufacturing",
-            :data [24916, 37941, 29742, 29851, 32490, 30282,
-                   38121, 36885, 33726, 34243, 31050]}
-
-           {:name "Sales & Distribution",
-            :data [11744, 30000, 16005, 19771, 20185, 24377,
-                   32147, 30912, 29243, 29213, 25663]}
-
-           {:name "Operations & Maintenance",
-            :data [nil, nil, nil, nil, nil, nil, nil,
-                   nil, 11164, 11218, 10077]}
-
-           {:name "Other",
-            :data [21908, 5548, 8105, 11248, 8989, 11816, 18274,
-                   17300, 13053, 11906, 10073]}]
-
-  :xAxis {:accessibility {:rangeDescription "Range: 2010 to 2020"}}
-
-  :legend {:layout "vertical",
-           :align "right",
-           :verticalAlign "middle"}
-
-  :plotOptions {:series {:label {:connectorAllowed false},
-                         :pointStart 2010}}
-
-  :responsive {:rules [{:condition {:maxWidth 500},
-                        :chartOptions {:legend {:layout "horizontal",
-                                                :align "center",
-                                                :verticalAlign "bottom"}}}]}})
    +
    +

    2.19 Highcharts

    +
    +
    (kind/highcharts
+ {:title {:text "Line chart"}
+  :subtitle {:text "By Job Category"}
+  :yAxis {:title {:text "Number of Employees"}}
+  :series [{:name "Installation & Developers"
+            :data [43934, 48656, 65165, 81827, 112143, 142383,
+                   171533, 165174, 155157, 161454, 154610]}
+
+           {:name "Manufacturing",
+            :data [24916, 37941, 29742, 29851, 32490, 30282,
+                   38121, 36885, 33726, 34243, 31050]}
+
+           {:name "Sales & Distribution",
+            :data [11744, 30000, 16005, 19771, 20185, 24377,
+                   32147, 30912, 29243, 29213, 25663]}
+
+           {:name "Operations & Maintenance",
+            :data [nil, nil, nil, nil, nil, nil, nil,
+                   nil, 11164, 11218, 10077]}
+
+           {:name "Other",
+            :data [21908, 5548, 8105, 11248, 8989, 11816, 18274,
+                   17300, 13053, 11906, 10073]}]
+
+  :xAxis {:accessibility {:rangeDescription "Range: 2010 to 2020"}}
+
+  :legend {:layout "vertical",
+           :align "right",
+           :verticalAlign "middle"}
+
+  :plotOptions {:series {:label {:connectorAllowed false},
+                         :pointStart 2010}}
+
+  :responsive {:rules [{:condition {:maxWidth 500},
+                        :chartOptions {:legend {:layout "horizontal",
+                                                :align "center",
+                                                :verticalAlign "bottom"}}}]}})
    -
    -

    2.19 Observable

    +
    +

    2.20 Observable

    Observable visualizations are supported when rendering through Quarto.

    The following is adapted from the Penguins example in Quarto’s documentation.

    Note that you can save your Clojure data as a csv file and refer to it from within your Observable code. See Referring to files for more information. In this case, we are using the local file, "notebooks/datasets/palmer-penguins.csv", which is transparently copied by Clay alongside the target HTML.

    -
    (kind/observable
- "
-//| panel: input
-viewof bill_length_min = Inputs.range(
-                                      [32, 50],
-                                      {value: 35, step: 1, label: 'Bill length (min):'}
-                                      )
-viewof islands = Inputs.checkbox(
-                                 ['Torgersen', 'Biscoe', 'Dream'],
-                                 { value: ['Torgersen', 'Biscoe'],
-                                  label: 'Islands:'
-                                  }
-                                 )
-
-Plot.rectY(filtered,
-            Plot.binX(
-                      {y: 'count'},
-                      {x: 'body_mass_g', fill: 'species', thresholds: 20}
-                      ))
- .plot({
-        facet: {
-                data: filtered,
-                x: 'sex',
-                y: 'species',
-                marginRight: 80
-                },
-        marks: [
-                Plot.frame(),
-                ]
-        }
-       )
-Inputs.table(filtered)
-penguins = FileAttachment('notebooks/datasets/palmer-penguins.csv').csv({ typed: true })
-filtered = penguins.filter(function(penguin) {
-                                           return bill_length_min < penguin.bill_length_mm &&
-                                           islands.includes(penguin.island);
-                                           })
-")
    +
    (kind/observable
+ "
+//| panel: input
+viewof bill_length_min = Inputs.range(
+                                      [32, 50],
+                                      {value: 35, step: 1, label: 'Bill length (min):'}
+                                      )
+viewof islands = Inputs.checkbox(
+                                 ['Torgersen', 'Biscoe', 'Dream'],
+                                 { value: ['Torgersen', 'Biscoe'],
+                                  label: 'Islands:'
+                                  }
+                                 )
+
+Plot.rectY(filtered,
+            Plot.binX(
+                      {y: 'count'},
+                      {x: 'body_mass_g', fill: 'species', thresholds: 20}
+                      ))
+ .plot({
+        facet: {
+                data: filtered,
+                x: 'sex',
+                y: 'species',
+                marginRight: 80
+                },
+        marks: [
+                Plot.frame(),
+                ]
+        }
+       )
+Inputs.table(filtered)
+penguins = FileAttachment('notebooks/datasets/palmer-penguins.csv').csv({ typed: true })
+filtered = penguins.filter(function(penguin) {
+                                           return bill_length_min < penguin.bill_length_mm &&
+                                           islands.includes(penguin.island);
+                                           })
+")
    - +
    @@ -1956,7 +2018,7 @@

    - +
    @@ -1964,11 +2026,11 @@

    - +
    @@ -1986,11 +2048,11 @@

    More examples from Quarto’s Observable documentation:

    -
    (kind/observable
- "athletes = FileAttachment('notebooks/datasets/athletes.csv').csv({typed: true})")
    +
    (kind/observable
+ "athletes = FileAttachment('notebooks/datasets/athletes.csv').csv({typed: true})")
    - +
    @@ -1998,11 +2060,11 @@

    -
    (kind/observable
- "athletes")
    +
    (kind/observable
+ "athletes")
    - +
    @@ -2010,11 +2072,11 @@

    -
    (kind/observable
- "Inputs.table(athletes)")
    +
    (kind/observable
+ "Inputs.table(athletes)")
    - +
    @@ -2022,39 +2084,39 @@

    -
    (kind/observable
- "
-Plot.plot({
-  grid: true,
-  facet: {
-    data: athletes,
-    y: 'sex'
-  },
-  marks: [
-    Plot.rectY(
-      athletes,
-      Plot.binX({y: 'count'}, {x: 'weight', fill: 'sex'})
-    ),
-    Plot.ruleY([0])
-  ]
-})
-")
    +
    (kind/observable
+ "
+Plot.plot({
+  grid: true,
+  facet: {
+    data: athletes,
+    y: 'sex'
+  },
+  marks: [
+    Plot.rectY(
+      athletes,
+      Plot.binX({y: 'count'}, {x: 'weight', fill: 'sex'})
+    ),
+    Plot.ruleY([0])
+  ]
+})
+")
    - +
    @@ -2062,11 +2124,11 @@

    -
    (kind/observable
- "population = FileAttachment('notebooks/datasets/population.json').json()")
    +
    (kind/observable
+ "population = FileAttachment('notebooks/datasets/population.json').json()")
    - +
    @@ -2074,11 +2136,11 @@

    -
    (kind/observable
- "population")
    +
    (kind/observable
+ "population")
    - +
    @@ -2086,13 +2148,13 @@

    -
    (kind/observable
- " import { chart } with { population as data } from '@d3/zoomable-sunburst'
- chart")
    +
    (kind/observable
+ " import { chart } with { population as data } from '@d3/zoomable-sunburst'
+ chart")
    - +
    @@ -2109,378 +2171,378 @@

    -
    -

    2.20 Leaflet

    +
    +

    2.21 Leaflet

    This example was adapted from the Leaflet website. Note we are defining a tile layer using leaflet-providers.

    -
    (kind/reagent
- ['(fn []
-     [:div {:style {:height "200px"}
-            :ref (fn [el]
-                   (let [m (-> js/L
-                               (.map el)
-                               (.setView (clj->js [51.505 -0.09])
-                                         13))]
-                     (-> js/L
-                         .-tileLayer
-                         (.provider "OpenStreetMap.Mapnik")
-                         (.addTo m))
-                     (-> js/L
-                         (.marker (clj->js [51.5 -0.09]))
-                         (.addTo m)
-                         (.bindPopup "A pretty CSS popup.<br> Easily customizable.")
-                         (.openPopup))))}])]
- ;; Note we need to mention the dependency:
- {:html/deps [:leaflet]})
    -
    -
    +
    (kind/reagent
+ ['(fn []
+     [:div {:style {:height "200px"}
+            :ref (fn [el]
+                   (let [m (-> js/L
+                               (.map el)
+                               (.setView (clj->js [51.505 -0.09])
+                                         13))]
+                     (-> js/L
+                         .-tileLayer
+                         (.provider "OpenStreetMap.Mapnik")
+                         (.addTo m))
+                     (-> js/L
+                         (.marker (clj->js [51.5 -0.09]))
+                         (.addTo m)
+                         (.bindPopup "A pretty CSS popup.<br> Easily customizable.")
+                         (.openPopup))))}])]
+ ;; Note we need to mention the dependency:
+ {:html/deps [:leaflet]})
    +
    +
    -
    -

    2.21 D3

    +
    +

    2.22 D3

    The following example is adapted from hiccup-d3. The code is a bit different, e.g. (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3)) instead of (d3/scaleOrdinal d3/schemeCategory10). We still need to figure out how to make hiccup-d3’s examples work as they are.

    -
    (let [letter-frequencies [{:letter "A", :frequency 0.08167}
-                          {:letter "B", :frequency 0.01492}
-                          {:letter "C", :frequency 0.02782}
-                          {:letter "D", :frequency 0.04253}
-                          {:letter "E", :frequency 0.12702}
-                          {:letter "F", :frequency 0.02288}
-                          {:letter "G", :frequency 0.02015}
-                          {:letter "H", :frequency 0.06094}
-                          {:letter "I", :frequency 0.06966}
-                          {:letter "J", :frequency 0.00153}
-                          {:letter "K", :frequency 0.00772}
-                          {:letter "L", :frequency 0.04025}
-                          {:letter "M", :frequency 0.02406}
-                          {:letter "N", :frequency 0.06749}
-                          {:letter "O", :frequency 0.07507}
-                          {:letter "P", :frequency 0.01929}
-                          {:letter "Q", :frequency 0.00095}
-                          {:letter "R", :frequency 0.05987}
-                          {:letter "S", :frequency 0.06327}
-                          {:letter "T", :frequency 0.09056}
-                          {:letter "U", :frequency 0.02758}
-                          {:letter "V", :frequency 0.00978}
-                          {:letter "W", :frequency 0.0236}
-                          {:letter "X", :frequency 0.0015}
-                          {:letter "Y", :frequency 0.01974}
-                          {:letter "Z", :frequency 0.00074}]]
-  (kind/reagent
-   ['(fn [data]
-       (let [size 400
-             x (-> js/d3
-                   .scaleLinear
-                   (.range (into-array [0 size]))
-                   (.domain (into-array [0 (apply max (map :frequency data))])))
-             y (-> js/d3
-                   .scaleBand
-                   (.domain (into-array (map :letter data)))
-                   (.range (into-array [0 size])))
-             color (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3))]
-         [:svg
-          {:viewBox (str "0 0 " size " " size)}
-          (map
-           (fn
-             [{:keys [letter frequency]}]
-             [:g
-              {:key letter, :transform (str "translate(" 0 "," (y letter) ")")}
-              [:rect
-               {:x (x 0),
-                :height (.bandwidth y),
-                :fill (color letter),
-                :width (x frequency)}]])
-           data)]))
-    letter-frequencies]
-   {:html/deps [:d3]}))
    -
    -
    +
    (let [letter-frequencies [{:letter "A", :frequency 0.08167}
+                          {:letter "B", :frequency 0.01492}
+                          {:letter "C", :frequency 0.02782}
+                          {:letter "D", :frequency 0.04253}
+                          {:letter "E", :frequency 0.12702}
+                          {:letter "F", :frequency 0.02288}
+                          {:letter "G", :frequency 0.02015}
+                          {:letter "H", :frequency 0.06094}
+                          {:letter "I", :frequency 0.06966}
+                          {:letter "J", :frequency 0.00153}
+                          {:letter "K", :frequency 0.00772}
+                          {:letter "L", :frequency 0.04025}
+                          {:letter "M", :frequency 0.02406}
+                          {:letter "N", :frequency 0.06749}
+                          {:letter "O", :frequency 0.07507}
+                          {:letter "P", :frequency 0.01929}
+                          {:letter "Q", :frequency 0.00095}
+                          {:letter "R", :frequency 0.05987}
+                          {:letter "S", :frequency 0.06327}
+                          {:letter "T", :frequency 0.09056}
+                          {:letter "U", :frequency 0.02758}
+                          {:letter "V", :frequency 0.00978}
+                          {:letter "W", :frequency 0.0236}
+                          {:letter "X", :frequency 0.0015}
+                          {:letter "Y", :frequency 0.01974}
+                          {:letter "Z", :frequency 0.00074}]]
+  (kind/reagent
+   ['(fn [data]
+       (let [size 400
+             x (-> js/d3
+                   .scaleLinear
+                   (.range (into-array [0 size]))
+                   (.domain (into-array [0 (apply max (map :frequency data))])))
+             y (-> js/d3
+                   .scaleBand
+                   (.domain (into-array (map :letter data)))
+                   (.range (into-array [0 size])))
+             color (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3))]
+         [:svg
+          {:viewBox (str "0 0 " size " " size)}
+          (map
+           (fn
+             [{:keys [letter frequency]}]
+             [:g
+              {:key letter, :transform (str "translate(" 0 "," (y letter) ")")}
+              [:rect
+               {:x (x 0),
+                :height (.bandwidth y),
+                :fill (color letter),
+                :width (x frequency)}]])
+           data)]))
+    letter-frequencies]
+   {:html/deps [:d3]}))
    +

    +
    -
    -

    2.22 ggplotly

    +
    +

    2.23 ggplotly

    (WIP)

    Clay supports rendering plots through the JS client side of ggplotly - an R package offering a Plotly fronted for ggplot2’s grammar of graphics implementation. This package is part of the htmlwidgets ecosystem, and we represent that in the kind’s name.

    The following is a work-in-progress attempt to generate JSON specs of the kind consumed by ggplotly’s client side.

    The following spec function was generaged by mimicking R’s ggplotly(ggplot(mtcars, aes(wt, mpg)) + geom_point()). Therefore, some parts are hard-coded and require generalization. Other parts are missing (e.g., specifying colours).

    -
    (defn ->ggplotly-spec [{:keys [layers labels]}]
-  (kind/htmlwidgets-ggplotly
-   (let [;; assuming a single layer for now:
-         {:keys [data xmin xmax ymin ymax]} (first layers)
-         ;; an auxiliary function to compute tick values:
-         ->tickvals (fn [l r]
-                      (let [jump (-> (- r l)
-                                     (/ 6)
-                                     math/floor
-                                     int
-                                     (max 1))]
-                        (-> l
-                            math/ceil
-                            (range r jump))))]
-     {:x
-      {:config
-       {:doubleClick "reset",
-        :modeBarButtonsToAdd ["hoverclosest" "hovercompare"],
-        :showSendToCloud false},
-       :layout
-       {:plot_bgcolor "rgba(235,235,235,1)",
-        :paper_bgcolor "rgba(255,255,255,1)",
-        :legend
-        {:bgcolor "rgba(255,255,255,1)",
-         :bordercolor "transparent",
-         :borderwidth 1.88976377952756,
-         :font {:color "rgba(0,0,0,1)", :family "", :size 11.689497716895}},
-        :xaxis (let [tickvals (->tickvals xmin xmax)
-                     ticktext (mapv str tickvals)
-                     range-len (- xmax xmin)
-                     range-expansion (* 0.1 range-len)
-                     expanded-range [(- xmin range-expansion)
-                                     (+ xmax range-expansion)]]
-                 {:linewidth 0,
-                  :nticks nil,
-                  :linecolor nil,
-                  :ticklen 3.65296803652968,
-                  :tickcolor "rgba(51,51,51,1)",
-                  :tickmode "array",
-                  :gridcolor "rgba(255,255,255,1)",
-                  :automargin true,
-                  :type "linear",
-                  :tickvals tickvals
-                  :zeroline false,
-                  :title
-                  {:text (:x labels),
-                   :font {:color "rgba(0,0,0,1)", :family "", :size 14.6118721461187}},
-                  :tickfont {:color "rgba(77,77,77,1)", :family "", :size 11.689497716895},
-                  :autorange false,
-                  :showticklabels true,
-                  :showline false,
-                  :showgrid true,
-                  :ticktext ticktext
-                  :ticks "outside",
-                  :gridwidth 0.66417600664176,
-                  :anchor "y",
-                  :domain [0 1],
-                  :hoverformat ".2f",
-                  :tickangle 0,
-                  :tickwidth 0.66417600664176,
-                  :categoryarray ticktext,
-                  :categoryorder "array",
-                  :range expanded-range},)
-        :font {:color "rgba(0,0,0,1)", :family "", :size 14.6118721461187},
-        :showlegend false,
-        :barmode "relative",
-        :yaxis (let [tickvals (->tickvals ymin ymax)
-                     ticktext (mapv str tickvals)
-                     range-len (- ymax ymin)
-                     range-expansion (* 0.1 range-len)
-                     expanded-range [(- ymin range-expansion)
-                                     (+ ymax range-expansion)]]
-                 {:linewidth 0,
-                  :nticks nil,
-                  :linecolor nil,
-                  :ticklen 3.65296803652968,
-                  :tickcolor "rgba(51,51,51,1)",
-                  :tickmode "array",
-                  :gridcolor "rgba(255,255,255,1)",
-                  :automargin true,
-                  :type "linear",
-                  :tickvals tickvals,
-                  :zeroline false,
-                  :title
-                  {:text (:y labels),
-                   :font {:color "rgba(0,0,0,1)", :family "", :size 14.6118721461187}},
-                  :tickfont {:color "rgba(77,77,77,1)", :family "", :size 11.689497716895},
-                  :autorange false,
-                  :showticklabels true,
-                  :showline false,
-                  :showgrid true,
-                  :ticktext ticktext,
-                  :ticks "outside",
-                  :gridwidth 0.66417600664176,
-                  :anchor "x",
-                  :domain [0 1],
-                  :hoverformat ".2f",
-                  :tickangle 0,
-                  :tickwidth 0.66417600664176,
-                  :categoryarray ticktext,
-                  :categoryorder "array",
-                  :range expanded-range},)
-        :hovermode "closest",
-        :margin
-        {:t 25.7412480974125,
-         :r 7.30593607305936,
-         :b 39.6955859969559,
-         :l 37.2602739726027},
-        :shapes
-        [{:yref "paper",
-          :fillcolor nil,
-          :xref "paper",
-          :y1 1,
-          :type "rect",
-          :line {:color nil, :width 0, :linetype []},
-          :y0 0,
-          :x1 1,
-          :x0 0}]},
-       :highlight
-       {:on "plotly_click",
-        :persistent false,
-        :dynamic false,
-        :selectize false,
-        :opacityDim 0.2,
-        :selected {:opacity 1},
-        :debounce 0},
-       :base_url "https://plot.ly",
-       :cur_data "1f2fea5b54d146",
-       :source "A",
-       :shinyEvents
-       ["plotly_hover"
-        "plotly_click"
-        "plotly_selected"
-        "plotly_relayout"
-        "plotly_brushed"
-        "plotly_brushing"
-        "plotly_clickannotation"
-        "plotly_doubleclick"
-        "plotly_deselect"
-        "plotly_afterplot"
-        "plotly_sunburstclick"],
-       :attrs {:1f2fea5b54d146 {:x {}, :y {}, :type "scatter"}},
-       :data
-       [{:y (:y data)
-         :hoveron "points",
-         :frame nil,
-         :hoverinfo "text",
-         :marker
-         {:autocolorscale false,
-          :color "rgba(0,0,0,1)",
-          :opacity 1,
-          :size 5.66929133858268,
-          :symbol "circle",
-          :line {:width 1.88976377952756, :color "rgba(0,0,0,1)"}},
-         :mode "markers"
-         :type "scatter",
-         :xaxis "x",
-         :showlegend false,
-         :yaxis "y",
-         :x (:x data)
-         :text (-> data
-                   (tc/select-columns [:x :y])
-                   (tc/rows :as-maps)
-                   (->> (mapv pr-str)))}]},
-      :evals [],
-      :jsHooks []})))
    -
    -
    -
    (require '[tech.v3.datatype.functional :as fun])
    +
    (defn ->ggplotly-spec [{:keys [layers labels]}]
+  (kind/htmlwidgets-ggplotly
+   (let [;; assuming a single layer for now:
+         {:keys [data xmin xmax ymin ymax]} (first layers)
+         ;; an auxiliary function to compute tick values:
+         ->tickvals (fn [l r]
+                      (let [jump (-> (- r l)
+                                     (/ 6)
+                                     math/floor
+                                     int
+                                     (max 1))]
+                        (-> l
+                            math/ceil
+                            (range r jump))))]
+     {:x
+      {:config
+       {:doubleClick "reset",
+        :modeBarButtonsToAdd ["hoverclosest" "hovercompare"],
+        :showSendToCloud false},
+       :layout
+       {:plot_bgcolor "rgba(235,235,235,1)",
+        :paper_bgcolor "rgba(255,255,255,1)",
+        :legend
+        {:bgcolor "rgba(255,255,255,1)",
+         :bordercolor "transparent",
+         :borderwidth 1.88976377952756,
+         :font {:color "rgba(0,0,0,1)", :family "", :size 11.689497716895}},
+        :xaxis (let [tickvals (->tickvals xmin xmax)
+                     ticktext (mapv str tickvals)
+                     range-len (- xmax xmin)
+                     range-expansion (* 0.1 range-len)
+                     expanded-range [(- xmin range-expansion)
+                                     (+ xmax range-expansion)]]
+                 {:linewidth 0,
+                  :nticks nil,
+                  :linecolor nil,
+                  :ticklen 3.65296803652968,
+                  :tickcolor "rgba(51,51,51,1)",
+                  :tickmode "array",
+                  :gridcolor "rgba(255,255,255,1)",
+                  :automargin true,
+                  :type "linear",
+                  :tickvals tickvals
+                  :zeroline false,
+                  :title
+                  {:text (:x labels),
+                   :font {:color "rgba(0,0,0,1)", :family "", :size 14.6118721461187}},
+                  :tickfont {:color "rgba(77,77,77,1)", :family "", :size 11.689497716895},
+                  :autorange false,
+                  :showticklabels true,
+                  :showline false,
+                  :showgrid true,
+                  :ticktext ticktext
+                  :ticks "outside",
+                  :gridwidth 0.66417600664176,
+                  :anchor "y",
+                  :domain [0 1],
+                  :hoverformat ".2f",
+                  :tickangle 0,
+                  :tickwidth 0.66417600664176,
+                  :categoryarray ticktext,
+                  :categoryorder "array",
+                  :range expanded-range},)
+        :font {:color "rgba(0,0,0,1)", :family "", :size 14.6118721461187},
+        :showlegend false,
+        :barmode "relative",
+        :yaxis (let [tickvals (->tickvals ymin ymax)
+                     ticktext (mapv str tickvals)
+                     range-len (- ymax ymin)
+                     range-expansion (* 0.1 range-len)
+                     expanded-range [(- ymin range-expansion)
+                                     (+ ymax range-expansion)]]
+                 {:linewidth 0,
+                  :nticks nil,
+                  :linecolor nil,
+                  :ticklen 3.65296803652968,
+                  :tickcolor "rgba(51,51,51,1)",
+                  :tickmode "array",
+                  :gridcolor "rgba(255,255,255,1)",
+                  :automargin true,
+                  :type "linear",
+                  :tickvals tickvals,
+                  :zeroline false,
+                  :title
+                  {:text (:y labels),
+                   :font {:color "rgba(0,0,0,1)", :family "", :size 14.6118721461187}},
+                  :tickfont {:color "rgba(77,77,77,1)", :family "", :size 11.689497716895},
+                  :autorange false,
+                  :showticklabels true,
+                  :showline false,
+                  :showgrid true,
+                  :ticktext ticktext,
+                  :ticks "outside",
+                  :gridwidth 0.66417600664176,
+                  :anchor "x",
+                  :domain [0 1],
+                  :hoverformat ".2f",
+                  :tickangle 0,
+                  :tickwidth 0.66417600664176,
+                  :categoryarray ticktext,
+                  :categoryorder "array",
+                  :range expanded-range},)
+        :hovermode "closest",
+        :margin
+        {:t 25.7412480974125,
+         :r 7.30593607305936,
+         :b 39.6955859969559,
+         :l 37.2602739726027},
+        :shapes
+        [{:yref "paper",
+          :fillcolor nil,
+          :xref "paper",
+          :y1 1,
+          :type "rect",
+          :line {:color nil, :width 0, :linetype []},
+          :y0 0,
+          :x1 1,
+          :x0 0}]},
+       :highlight
+       {:on "plotly_click",
+        :persistent false,
+        :dynamic false,
+        :selectize false,
+        :opacityDim 0.2,
+        :selected {:opacity 1},
+        :debounce 0},
+       :base_url "https://plot.ly",
+       :cur_data "1f2fea5b54d146",
+       :source "A",
+       :shinyEvents
+       ["plotly_hover"
+        "plotly_click"
+        "plotly_selected"
+        "plotly_relayout"
+        "plotly_brushed"
+        "plotly_brushing"
+        "plotly_clickannotation"
+        "plotly_doubleclick"
+        "plotly_deselect"
+        "plotly_afterplot"
+        "plotly_sunburstclick"],
+       :attrs {:1f2fea5b54d146 {:x {}, :y {}, :type "scatter"}},
+       :data
+       [{:y (:y data)
+         :hoveron "points",
+         :frame nil,
+         :hoverinfo "text",
+         :marker
+         {:autocolorscale false,
+          :color "rgba(0,0,0,1)",
+          :opacity 1,
+          :size 5.66929133858268,
+          :symbol "circle",
+          :line {:width 1.88976377952756, :color "rgba(0,0,0,1)"}},
+         :mode "markers"
+         :type "scatter",
+         :xaxis "x",
+         :showlegend false,
+         :yaxis "y",
+         :x (:x data)
+         :text (-> data
+                   (tc/select-columns [:x :y])
+                   (tc/rows :as-maps)
+                   (->> (mapv pr-str)))}]},
+      :evals [],
+      :jsHooks []})))
    +
    +
    +
    (require '[tech.v3.datatype.functional :as fun])

    A random walk example:

    -
    (let [n 100
-      xs (range n)
-      ys (reductions + (repeatedly n #(- (rand) 0.5)))
-      xmin (fun/reduce-min xs)
-      xmax (fun/reduce-max xs)
-      ymin (fun/reduce-min ys)
-      ymax (fun/reduce-max ys)
-      data (tc/dataset {:x xs
-                        :y ys})]
-  (->ggplotly-spec
-   {:layers [{:data data
-              :xmin xmin :xmax xmax
-              :ymin ymin :ymax ymax}]
-    :labels {:x "wt"
-             :y "mpg"}}))
    -
    -
    +
    (let [n 100
+      xs (range n)
+      ys (reductions + (repeatedly n #(- (rand) 0.5)))
+      xmin (fun/reduce-min xs)
+      xmax (fun/reduce-max xs)
+      ymin (fun/reduce-min ys)
+      ymax (fun/reduce-max ys)
+      data (tc/dataset {:x xs
+                        :y ys})]
+  (->ggplotly-spec
+   {:layers [{:data data
+              :xmin xmin :xmax xmax
+              :ymin ymin :ymax ymax}]
+    :labels {:x "wt"
+             :y "mpg"}}))
    + +
    -
    -

    2.23 3DMol.js

    +
    +

    2.24 3DMol.js

    Embedding a 3Dmol Viewer (original example):

    -
    (kind/reagent
- ['(fn [{:keys [data-pdb]}]
-     [:div {:style {:height "400px"
-                    :width "400px"
-                    :position :relative}
-            :class "viewer_3Dmoljs"
-            :data-pdb data-pdb
-            :data-backgroundcolor "0xffffff"
-            :data-style "stick"
-            :data-ui true}])
-  {:data-pdb "2POR"}]
- ;; Note we need to mention the dependency:
- {:html/deps [:three-d-mol]})
    -
    -
    +
    (kind/reagent
+ ['(fn [{:keys [data-pdb]}]
+     [:div {:style {:height "400px"
+                    :width "400px"
+                    :position :relative}
+            :class "viewer_3Dmoljs"
+            :data-pdb data-pdb
+            :data-backgroundcolor "0xffffff"
+            :data-style "stick"
+            :data-ui true}])
+  {:data-pdb "2POR"}]
+ ;; Note we need to mention the dependency:
+ {:html/deps [:three-d-mol]})
    + +

    Using 3Dmol within your code (inspired by these examples):

    -
    (defonce pdb-2POR
-  (slurp "https://files.rcsb.org/download/2POR.pdb"))
    -
    -
    -
    (kind/reagent
- ['(fn [{:keys [pdb-data]}]
-     [:div
-      {:style {:width "100%"
-               :height "500px"
-               :position "relative"}
-       :ref (fn [el]
-              (let [config (clj->js
-                            {:backgroundColor "0xffffff"})
-                    viewer (.createViewer js/$3Dmol el)]
-                (.setViewStyle viewer (clj->js
-                                       {:style "outline"}))
-                (.addModelsAsFrames viewer pdb-data "pdb")
-                (.addSphere viewer (clj->js
-                                    {:center {:x 0
-                                              :y 0
-                                              :z 0}
-                                     :radius 5
-                                     :color "green"
-                                     :alpha 0.2}))
-                (.zoomTo viewer)
-                (.render viewer)
-                (.zoom viewer 0.8 2000)))}])
-  {:pdb-data pdb-2POR}]
- ;; Note we need to mention the dependency:
- {:html/deps [:three-d-mol]})
    -
    -
    +
    (defonce pdb-2POR
+  (slurp "https://files.rcsb.org/download/2POR.pdb"))
    + +
    +
    (kind/reagent
+ ['(fn [{:keys [pdb-data]}]
+     [:div
+      {:style {:width "100%"
+               :height "500px"
+               :position "relative"}
+       :ref (fn [el]
+              (let [config (clj->js
+                            {:backgroundColor "0xffffff"})
+                    viewer (.createViewer js/$3Dmol el)]
+                (.setViewStyle viewer (clj->js
+                                       {:style "outline"}))
+                (.addModelsAsFrames viewer pdb-data "pdb")
+                (.addSphere viewer (clj->js
+                                    {:center {:x 0
+                                              :y 0
+                                              :z 0}
+                                     :radius 5
+                                     :color "green"
+                                     :alpha 0.2}))
+                (.zoomTo viewer)
+                (.render viewer)
+                (.zoom viewer 0.8 2000)))}])
+  {:pdb-data pdb-2POR}]
+ ;; Note we need to mention the dependency:
+ {:html/deps [:three-d-mol]})
    +
    +
    -
    -

    2.24 Video

    +
    +

    2.25 Video

    Videos can be specified as urls (possibly to local files):

    -
    (kind/video {:src "https://www.sample-videos.com/video321/mp4/240/big_buck_bunny_240p_30mb.mp4"})
    +
    (kind/video {:src "https://www.sample-videos.com/video321/mp4/240/big_buck_bunny_240p_30mb.mp4"})

    Videos can also be specified as youtube videos: See, e.g., HTML Youtube Videos on w3schools.

    -
    (kind/video {:youtube-id "DAQnvAgBma8"})
    +
    (kind/video {:youtube-id "DAQnvAgBma8"})
    -
    (kind/video {:youtube-id "DAQnvAgBma8"
-             :allowfullscreen false})
    +
    (kind/video {:youtube-id "DAQnvAgBma8"
+             :allowfullscreen false})
    -
    (kind/video {:youtube-id "DAQnvAgBma8"
-             :iframe-width 480
-             :iframe-height 270})
    +
    (kind/video {:youtube-id "DAQnvAgBma8"
+             :iframe-width 480
+             :iframe-height 270})
    -
    (kind/video {:youtube-id "DAQnvAgBma8"
-             :embed-options {:mute 1
-                             :controls 0}})
    +
    (kind/video {:youtube-id "DAQnvAgBma8"
+             :embed-options {:mute 1
+                             :controls 0}})
    -
    -

    2.25 Embedded Portal

    +
    +

    2.26 Embedded Portal

    We may embed Portal’s data-navigating viewers using kind/portal.

    -
    (kind/portal {:x (range 3)})
    +
    (kind/portal {:x (range 3)})

    Note that kind/portal applies the kind-portal adapter to nested kinds.

    -
    (kind/portal
- [(kind/hiccup [:img {:height 50 :width 50
-                      :src "https://clojure.org/images/clojure-logo-120b.png"}])
-  (kind/hiccup [:img {:height 50 :width 50
-                      :src "https://raw.githubusercontent.com/djblue/portal/fbc54632adc06c6e94a3d059c858419f0063d1cf/resources/splash.svg"}])])
    +
    (kind/portal
+ [(kind/hiccup [:img {:height 50 :width 50
+                      :src "https://clojure.org/images/clojure-logo-120b.png"}])
+  (kind/hiccup [:img {:height 50 :width 50
+                      :src "https://raw.githubusercontent.com/djblue/portal/fbc54632adc06c6e94a3d059c858419f0063d1cf/resources/splash.svg"}])])
    -
    (kind/portal
- [(kind/hiccup [:big [:big "a plot"]])
-  (random-vega-lite-plot 9)])
    +
    (kind/portal
+ [(kind/hiccup [:big [:big "a plot"]])
+  (random-vega-lite-plot 9)])
    -
    -

    2.26 Nesting kinds in Hiccup

    +
    +

    2.27 Nesting kinds in Hiccup

    Kinds are treated recursively inside Hiccup:

    -
    (kind/hiccup
- [:div {:style {:background "#f5f3ff"
-                :border "solid"}}
-
-  [:hr]
-  [:pre [:code "kind/md"]]
-  (kind/md "*some text* **some more text**")
-
-  [:hr]
-  [:pre [:code "kind/code"]]
-  (kind/code "{:x (1 2 [3 4])}")
-
-  [:hr]
-  [:pre [:code "kind/dataset"]]
-  (tc/dataset {:x (range 33)
-               :y (map inc (range 33))})
-
-  [:hr]
-  [:pre [:code "kind/table"]]
-  (kind/table
-   (tc/dataset {:x (range 33)
-                :y (map inc (range 33))}))
-
-  [:hr]
-  [:pre [:code "kind/vega-lite"]]
-  (random-vega-lite-plot 9)
-
-  [:hr]
-  [:pre [:code "kind/vega-lite"]]
-  (-> {:data {:values "x,y
-1,1
-2,4
-3,9
--1,1
--2,4
--3,9"
-              :format {:type :csv}},
-       :mark "point"
-       :encoding
-       {:x {:field "x", :type "quantitative"}
-        :y {:field "y", :type "quantitative"}}}
-      kind/vega-lite)
-
-  [:hr]
-  [:pre [:code "kind/reagent"]]
-  (kind/reagent
-   ['(fn [numbers]
-       [:p {:style {:background "#d4ebe9"}}
-        (pr-str (map inc numbers))])
-    (vec (range 40))])])
    +
    (kind/hiccup
+ [:div {:style {:background "#f5f3ff"
+                :border "solid"}}
+
+  [:hr]
+  [:pre [:code "kind/md"]]
+  (kind/md "*some text* **some more text**")
+
+  [:hr]
+  [:pre [:code "kind/code"]]
+  (kind/code "{:x (1 2 [3 4])}")
+
+  [:hr]
+  [:pre [:code "kind/dataset"]]
+  (tc/dataset {:x (range 33)
+               :y (map inc (range 33))})
+
+  [:hr]
+  [:pre [:code "kind/table"]]
+  (kind/table
+   (tc/dataset {:x (range 33)
+                :y (map inc (range 33))}))
+
+  [:hr]
+  [:pre [:code "kind/vega-lite"]]
+  (random-vega-lite-plot 9)
+
+  [:hr]
+  [:pre [:code "kind/vega-lite"]]
+  (-> {:data {:values "x,y
+1,1
+2,4
+3,9
+-1,1
+-2,4
+-3,9"
+              :format {:type :csv}},
+       :mark "point"
+       :encoding
+       {:x {:field "x", :type "quantitative"}
+        :y {:field "y", :type "quantitative"}}}
+      kind/vega-lite)
+
+  [:hr]
+  [:pre [:code "kind/reagent"]]
+  (kind/reagent
+   ['(fn [numbers]
+       [:p {:style {:background "#d4ebe9"}}
+        (pr-str (map inc numbers))])
+    (vec (range 40))])])
    kind/md

    some text some more text

    kind/code
    {:x (1 2 [3 4])}
    kind/dataset

    _unnamed [33 2]:

    @@ -2807,25 +2869,37 @@

    -
    kind/vega-lite
    kind/vega-lite
    kind/reagent
    +
    kind/vega-lite
    kind/vega-lite
    kind/reagent
    +

    Scittle and Reagent kinds are recognized automatically inside Hiccup:

    +
    +
    (kind/hiccup
+ [:div
+  ;; recognized as `kind/scittle`
+  '(defn g [x]
+     (+ x 9))
+  ;; recognized as `kind/reagent`
+  ['(fn []
+      [:p (g 11)])]])
    +
    +
    -
    -

    2.27 Nesting kinds in Tables

    +
    +

    2.28 Nesting kinds in Tables

    Kinds are treated recursively inside Tables:

    -
    (kind/table
- {:column-names [(kind/hiccup
-                  [:div {:style {:background-color "#ccaabb"}} [:big ":x"]])
-                 (kind/hiccup
-                  [:div {:style {:background-color "#aabbcc"}} [:big ":y"]])]
-  :row-vectors [[(kind/md "*some text* **some more text**")
-                 (kind/code "{:x (1 2 [3 4])}")]
-                [(tc/dataset {:x (range 3)
-                              :y (map inc (range 3))})
-                 (random-vega-lite-plot 9)]
-                [(kind/hiccup [:div.clay-limit-image-width
-                               clay-image])
-                 (kind/md "$x^2$")]]})
    +
    (kind/table
+ {:column-names [(kind/hiccup
+                  [:div {:style {:background-color "#ccaabb"}} [:big ":x"]])
+                 (kind/hiccup
+                  [:div {:style {:background-color "#aabbcc"}} [:big ":y"]])]
+  :row-vectors [[(kind/md "*some text* **some more text**")
+                 (kind/code "{:x (1 2 [3 4])}")]
+                [(tc/dataset {:x (range 3)
+                              :y (map inc (range 3))})
+                 (random-vega-lite-plot 9)]
+                [(kind/hiccup [:div.clay-limit-image-width
+                               clay-image])
+                 (kind/md "$x^2$")]]})
    @@ -2858,7 +2932,7 @@

    23
    - +
    @@ -2872,17 +2946,17 @@

    -
    (kind/table
- {:column-names ["size" "square"]
-  :row-vectors (for [i (range 20)]
-                 (let [size (* i 10)
-                       px (str size "px")]
-                   [size
-                    (kind/hiccup
-                     [:div {:style {:height px
-                                    :width px
-                                    :background-color "purple"}}])]))}
- {:use-datatables true})
    +
    (kind/table
+ {:column-names ["size" "square"]
+  :row-vectors (for [i (range 20)]
+                 (let [size (* i 10)
+                       px (str size "px")]
+                   [size
+                    (kind/hiccup
+                     [:div {:style {:height px
+                                    :width px
+                                    :background-color "purple"}}])]))}
+ {:use-datatables true})
    @@ -2890,13 +2964,13 @@

    -
    -

    2.28 More nesting examples

    +
    +

    2.29 More nesting examples

    -
    {:plot (random-vega-lite-plot 9)
- :dataset (tc/dataset {:x (range 3)
-                       :y (repeatedly 3 rand)})
- :arithmetic (kind/fn [+ 1 2])}
    +
    {:plot (random-vega-lite-plot 9)
+ :dataset (tc/dataset {:x (range 3)
+                       :y (repeatedly 3 rand)})
+ :arithmetic (kind/fn [+ 1 2])}

    {

    @@ -2911,7 +2985,7 @@

    <

    @@ -2940,15 +3014,15 @@

    <

    - + - + - +
    - +
    00.783328840.67913534
    10.899937420.42322563
    20.964400630.93591316
    @@ -2977,23 +3051,23 @@

    <

    }

    -
    [(random-vega-lite-plot 9)
- (tc/dataset {:x (range 3)
-              :y (repeatedly 3 rand)})
- (kind/fragment [(+ 1 2)
-                 (+ 3 4)])
- (-> (toydata/iris-ds)
-     (hanami/plot hanami/rule-chart
-                  {:=x :sepal_width
-                   :=x2 :sepal_length
-                   :=y :petal_width
-                   :=y2 :petal_length
-                   :=color :species
-                   :=color-type :nominal
-                   :=mark-size 3
-                   :=mark-opacity 0.2}))]
    -
    -

    [

    _unnamed [3 2]:

    +
    [(random-vega-lite-plot 9)
+ (tc/dataset {:x (range 3)
+              :y (repeatedly 3 rand)})
+ (kind/fragment [(+ 1 2)
+                 (+ 3 4)])
+ (-> (toydata/iris-ds)
+     (hanami/plot hanami/rule-chart
+                  {:=x :sepal_width
+                   :=x2 :sepal_length
+                   :=y :petal_width
+                   :=y2 :petal_length
+                   :=color :species
+                   :=color-type :nominal
+                   :=mark-size 3
+                   :=mark-opacity 0.2}))]
    +
    +

    [

    _unnamed [3 2]:

    @@ -3004,15 +3078,15 @@

    <

    - + - + - +
    00.492030050.23893528
    10.047768800.52965858
    20.383965150.34113947
    @@ -3020,8 +3094,8 @@

    < 

    7

    ]

    -
    -

    2.29 emmy-viewers

    +
    +

    2.30 emmy-viewers

    The support for Emmy-viewers is documented at the 📖 Emmy-viewers chapter📖 of this book.

    diff --git a/docs/clay_book.examples_files/cytoscape15.js b/docs/clay_book.examples_files/cytoscape16.js similarity index 100% rename from docs/clay_book.examples_files/cytoscape15.js rename to docs/clay_book.examples_files/cytoscape16.js diff --git a/docs/clay_book.examples_files/echarts16.js b/docs/clay_book.examples_files/echarts11.js similarity index 100% rename from docs/clay_book.examples_files/echarts16.js rename to docs/clay_book.examples_files/echarts11.js diff --git a/docs/clay_book.examples_files/katex11.js b/docs/clay_book.examples_files/katex12.js similarity index 100% rename from docs/clay_book.examples_files/katex11.js rename to docs/clay_book.examples_files/katex12.js diff --git a/docs/clay_book.examples_files/vega12.js b/docs/clay_book.examples_files/vega12.js deleted file mode 100644 index 559d141a..00000000 --- a/docs/clay_book.examples_files/vega12.js +++ /dev/null @@ -1,2 +0,0 @@ -!function(t,e){"object"==typeof exports&&"undefined"!=typeof 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t.symbolType??function(e,t,n,i){if("shape"!==t){const e=jf(n)??i;if(e)return e}switch(e){case"bar":case"rect":case"image":case"square":return"square";case"line":case"trail":case"rule":return"stroke";case"arc":case"point":case"circle":case"tick":case"geoshape":case"area":case"text":return"circle"}}(n.type,i,r.shape,n.shape)},title:e=>{let{fieldOrDatumDef:t,config:n}=e;return ua(t,n,{allowDisabling:!0})},type:e=>{let{legendType:t,scaleType:n,channel:i}=e;if(qe(i)&&wr(n)){if("gradient"===t)return}else if("symbol"===t)return;return t},values:e=>{let{fieldOrDatumDef:n,legend:i}=e;return function(e,n){const i=e.values;if(t.isArray(i))return ka(n,i);if(yn(i))return i;return}(i,n)}};function Lf(e){const{legend:t}=e;return U(t.type,function(e){let{channel:t,timeUnit:n,scaleType:i}=e;if(qe(t)){if(p(["quarter","month","day"],n))return"symbol";if(wr(i))return"gradient"}return"symbol"}(e))}function qf(e){let{legendConfig:t,legendType:n,orient:i,legend:r}=e;return 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Wf(e,t,n,i){switch(t){case"disable":return void 0!==n;case"values":return!!n?.values;case"title":if("title"===t&&e===i?.title)return!0}return e===(n||{})[t]}function Bf(e,t){let n=e.legend(t);const{markDef:i,encoding:r,config:o}=e,a=o.legend,s=new Cf({},function(e,t){const n=e.scaleName(t);if("trail"===e.mark){if("color"===t)return{stroke:n};if("size"===t)return{strokeWidth:n}}return"color"===t?e.markDef.filled?{fill:n}:{stroke:n}:{[t]:n}}(e,t));!function(e,t,n){const i=e.fieldDef(t)?.field;for(const r of F(e.component.selection??{})){const e=r.project.hasField[i]??r.project.hasChannel[t];if(e&&ku.defined(r)){const t=n.get("selections")??[];t.push(r.name),n.set("selections",t,!1),e.hasLegend=!0}}}(e,t,s);const l=void 0!==n?!n:a.disable;if(s.set("disable",l,void 0!==n),l)return s;n=n||{};const c=e.getScaleComponent(t).get("type"),u=ga(r[t]),f=Ho(u)?Ui(u.timeUnit)?.unit:void 0,d=n.orient||o.legend.orient||"right",m=Lf({legend:n,channel:t,timeUnit:f,scaleType:c}),p={legend:n,channel:t,model:e,markDef:i,encoding:r,fieldOrDatumDef:u,legendConfig:a,config:o,scaleType:c,orient:d,legendType:m,direction:qf({legend:n,legendType:m,orient:d,legendConfig:a})};for(const i of Nf){if("gradient"===m&&i.startsWith("symbol")||"symbol"===m&&i.startsWith("gradient"))continue;const r=i in Mf?Mf[i](p):n[i];if(void 0!==r){const a=Wf(r,i,n,e.fieldDef(t));(a||void 0===o.legend[i])&&s.set(i,r,a)}}const g=n?.encoding??{},h=s.get("selections"),y={},v={fieldOrDatumDef:u,model:e,channel:t,legendCmpt:s,legendType:m};for(const t of["labels","legend","title","symbols","gradient","entries"]){const n=zf(g[t]??{},e),i=t in Pf?Pf[t](n,v):n;void 0===i||S(i)||(y[t]={...h?.length&&Ho(u)?{name:`${_(u.field)}_legend_${t}`}:{},...h?.length?{interactive:!!h}:{},update:i})}return S(y)||s.set("encode",y,!!n?.encoding),s}function If(e,t){if(!e)return t.clone();const n=e.getWithExplicit("orient"),i=t.getWithExplicit("orient");if(n.explicit&&i.explicit&&n.value!==i.value)return;let r=!1;for(const n of Nf){const i=nc(e.getWithExplicit(n),t.getWithExplicit(n),n,"legend",((e,t)=>{switch(n){case"symbolType":return Hf(e,t);case"title":return Ln(e,t);case"type":return r=!0,Zl("symbol")}return tc(e,t,n,"legend")}));e.setWithExplicit(n,i)}return r&&(e.implicit?.encode?.gradient&&C(e.implicit,["encode","gradient"]),e.explicit?.encode?.gradient&&C(e.explicit,["encode","gradient"])),e}function Hf(e,t){return"circle"===t.value?t:e}function Vf(e){const t=e.component.legends,n={};for(const i of D(t)){const r=X(e.getScaleComponent(i).get("domains"));if(n[r])for(const e of n[r]){If(e,t[i])||n[r].push(t[i])}else n[r]=[t[i].clone()]}return F(n).flat().map((t=>function(e,t){const{disable:n,labelExpr:i,selections:r,...o}=e.combine();if(n)return;!1===t.aria&&null==o.aria&&(o.aria=!1);if(o.encode?.symbols){const e=o.encode.symbols.update;!e.fill||"transparent"===e.fill.value||e.stroke||o.stroke||(e.stroke={value:"transparent"});for(const t of bs)o[t]&&delete e[t]}o.title||delete o.title;if(void 0!==i){let e=i;o.encode?.labels?.update&&yn(o.encode.labels.update.text)&&(e=M(i,"datum.label",o.encode.labels.update.text.signal)),function(e,t,n,i){e.encode??={},e.encode[t]??={},e.encode[t].update??={},e.encode[t].update[n]=i}(o,"labels","text",{signal:e})}return o}(t,e.config))).filter((e=>void 0!==e))}function Gf(e){return km(e)||wm(e)?function(e){return e.children.reduce(((e,t)=>e.concat(t.assembleProjections())),Yf(e))}(e):Yf(e)}function Yf(e){const t=e.component.projection;if(!t||t.merged)return[];const n=t.combine(),{name:i}=n;if(t.data){const r={signal:`[${t.size.map((e=>e.signal)).join(", ")}]`},o=t.data.reduce(((t,n)=>{const i=yn(n)?n.signal:`data('${e.lookupDataSource(n)}')`;return p(t,i)||t.push(i),t}),[]);if(o.length<=0)throw new Error("Projection's fit didn't find any data 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of[[ue,ce],[de,fe]])(ga(n[i[0]])||ga(n[i[1]]))&&t.push({signal:e.getName(`geojson_${t.length}`)});e.channelHasField(he)&&e.typedFieldDef(he).type===lr&&t.push({signal:e.getName(`geojson_${t.length}`)});0===t.length&&t.push(e.requestDataName(fc.Main));return t}(e):void 0,o=new Qf(e.projectionName(!0),{...pn(e.config.projection)??{},...t??{}},i,r);return o.get("type")||o.set("type","equalEarth",!1),o}return}(e):function(e){if(0===e.children.length)return;let n;for(const t of e.children)Jf(t);const i=h(e.children,(e=>{const i=e.component.projection;if(i){if(n){const e=function(e,n){const i=h(Xf,(i=>!t.hasOwnProperty(e.explicit,i)&&!t.hasOwnProperty(n.explicit,i)||!!(t.hasOwnProperty(e.explicit,i)&&t.hasOwnProperty(n.explicit,i)&&Y(e.get(i),n.get(i)))));if(Y(e.size,n.size)){if(i)return e;if(Y(e.explicit,{}))return n;if(Y(n.explicit,{}))return e}return null}(n,i);return e&&(n=e),!!e}return n=i,!0}return!0}));if(n&&i){const t=e.projectionName(!0),i=new Qf(t,n.specifiedProjection,n.size,l(n.data));for(const n of e.children){const e=n.component.projection;e&&(e.isFit&&i.data.push(...n.component.projection.data),n.renameProjection(e.get("name"),t),e.merged=!0)}return i}return}(e)}function Kf(e,t,n,i){if(Sa(t,n)){const r=xm(e)?e.axis(n)??e.legend(n)??{}:{},o=oa(t,{expr:"datum"}),a=oa(t,{expr:"datum",binSuffix:"end"});return{formulaAs:oa(t,{binSuffix:"range",forAs:!0}),formula:Fo(o,a,r.format,r.formatType,i)}}return{}}function Zf(e,t){return`${sn(e)}_${t}`}function ed(e,t,n){const i=Zf(ba(n,void 0)??{},t);return e.getName(`${i}_bins`)}function td(e,n,i){let r,o;r=function(e){return"as"in e}(e)?t.isString(e.as)?[e.as,`${e.as}_end`]:[e.as[0],e.as[1]]:[oa(e,{forAs:!0}),oa(e,{binSuffix:"end",forAs:!0})];const a={...ba(n,void 0)},s=Zf(a,e.field),{signal:l,extentSignal:c}=function(e,t){return{signal:e.getName(`${t}_bins`),extentSignal:e.getName(`${t}_extent`)}}(i,s);if(fn(a.extent)){const e=a.extent;o=Hu(i,e.param,e),delete a.extent}return{key:s,binComponent:{bin:a,field:e.field,as:[r],...l?{signal:l}:{},...c?{extentSignal:c}:{},...o?{span:o}:{}}}}class nd extends vc{clone(){return new nd(null,l(this.bins))}constructor(e,t){super(e),this.bins=t}static makeFromEncoding(e,t){const n=t.reduceFieldDef(((e,n,i)=>{if(Ko(n)&&ln(n.bin)){const{key:r,binComponent:o}=td(n,n.bin,t);e[r]={...o,...e[r],...Kf(t,n,i,t.config)}}return e}),{});return S(n)?null:new nd(e,n)}static makeFromTransform(e,t,n){const{key:i,binComponent:r}=td(t,t.bin,n);return new nd(e,{[i]:r})}merge(e,t){for(const n of D(e.bins))n in this.bins?(t(e.bins[n].signal,this.bins[n].signal),this.bins[n].as=b([...this.bins[n].as,...e.bins[n].as],d)):this.bins[n]=e.bins[n];for(const t of e.children)e.removeChild(t),t.parent=this;e.remove()}producedFields(){return new Set(F(this.bins).map((e=>e.as)).flat(2))}dependentFields(){return new Set(F(this.bins).map((e=>e.field)))}hash(){return`Bin ${d(this.bins)}`}assemble(){return F(this.bins).flatMap((e=>{const t=[],[n,...i]=e.as,{extent:r,...o}=e.bin,a={type:"bin",field:E(e.field),as:n,signal:e.signal,...fn(r)?{extent:null}:{extent:r},...e.span?{span:{signal:`span(${e.span})`}}:{},...o};!r&&e.extentSignal&&(t.push({type:"extent",field:E(e.field),signal:e.extentSignal}),a.extent={signal:e.extentSignal}),t.push(a);for(const e of i)for(let i=0;i<2;i++)t.push({type:"formula",expr:oa({field:n[i]},{expr:"datum"}),as:e[i]});return e.formula&&t.push({type:"formula",expr:e.formula,as:e.formulaAs}),t}))}}function id(e,n,i,r){const o=xm(r)?r.encoding[it(n)]:void 0;if(Ko(i)&&xm(r)&&Uo(i,o,r.markDef,r.config)){e.add(oa(i,{})),e.add(oa(i,{suffix:"end"}));const{mark:t,markDef:o,config:a}=r,s=Lo({fieldDef:i,markDef:o,config:a});Jr(t)&&.5!==s&&zt(n)&&(e.add(oa(i,{suffix:kc})),e.add(oa(i,{suffix:Sc}))),i.bin&&Sa(i,n)&&e.add(oa(i,{binSuffix:"range"}))}else if(Ee(n)){const t=Te(n);e.add(r.getName(t))}else e.add(oa(i));return ea(i)&&function(e){return t.isObject(e)&&"field"in e}(i.scale?.range)&&e.add(i.scale.range.field),e}class rd extends vc{clone(){return new rd(null,new Set(this.dimensions),l(this.measures))}constructor(e,t,n){super(e),this.dimensions=t,this.measures=n}get groupBy(){return this.dimensions}static makeFromEncoding(e,t){let n=!1;t.forEachFieldDef((e=>{e.aggregate&&(n=!0)}));const i={},r=new Set;return n?(t.forEachFieldDef(((e,n)=>{const{aggregate:o,field:a}=e;if(o)if("count"===o)i["*"]??={},i["*"].count=new Set([oa(e,{forAs:!0})]);else{if(Zt(o)||en(o)){const e=Zt(o)?"argmin":"argmax",t=o[e];i[t]??={},i[t][e]=new Set([oa({op:e,field:t},{forAs:!0})])}else i[a]??={},i[a][o]=new Set([oa(e,{forAs:!0})]);Ht(n)&&"unaggregated"===t.scaleDomain(n)&&(i[a]??={},i[a].min=new Set([oa({field:a,aggregate:"min"},{forAs:!0})]),i[a].max=new Set([oa({field:a,aggregate:"max"},{forAs:!0})]))}else id(r,n,e,t)})),r.size+D(i).length===0?null:new rd(e,r,i)):null}static makeFromTransform(e,t){const n=new Set,i={};for(const e of t.aggregate){const{op:t,field:n,as:r}=e;t&&("count"===t?(i["*"]??={},i["*"].count=new Set([r||oa(e,{forAs:!0})])):(i[n]??={},i[n][t]=new Set([r||oa(e,{forAs:!0})])))}for(const e of t.groupby??[])n.add(e);return n.size+D(i).length===0?null:new rd(e,n,i)}merge(e){return x(this.dimensions,e.dimensions)?(function(e,t){for(const n of D(t)){const i=t[n];for(const t of D(i))n in e?e[n][t]=new Set([...e[n][t]??[],...i[t]]):e[n]={[t]:i[t]}}}(this.measures,e.measures),!0):(function(){xi.debug(...arguments)}("different dimensions, cannot merge"),!1)}addDimensions(e){e.forEach(this.dimensions.add,this.dimensions)}dependentFields(){return new Set([...this.dimensions,...D(this.measures)])}producedFields(){const e=new Set;for(const t of D(this.measures))for(const n of D(this.measures[t])){const i=this.measures[t][n];0===i.size?e.add(`${n}_${t}`):i.forEach(e.add,e)}return e}hash(){return`Aggregate ${d({dimensions:this.dimensions,measures:this.measures})}`}assemble(){const e=[],t=[],n=[];for(const i of D(this.measures))for(const r of D(this.measures[i]))for(const o of this.measures[i][r])n.push(o),e.push(r),t.push("*"===i?null:E(i));return{type:"aggregate",groupby:[...this.dimensions].map(E),ops:e,fields:t,as:n}}}class od extends vc{constructor(e,n,i,r){super(e),this.model=n,this.name=i,this.data=r,qn(this,"column",void 0),qn(this,"row",void 0),qn(this,"facet",void 0),qn(this,"childModel",void 0);for(const e of Re){const i=n.facet[e];if(i){const{bin:r,sort:o}=i;this[e]={name:n.getName(`${e}_domain`),fields:[oa(i),...ln(r)?[oa(i,{binSuffix:"end"})]:[]],...Co(o)?{sortField:o}:t.isArray(o)?{sortIndexField:af(i,e)}:{}}}}this.childModel=n.child}hash(){let e="Facet";for(const t of Re)this[t]&&(e+=` ${t.charAt(0)}:${d(this[t])}`);return e}get fields(){const e=[];for(const t of Re)this[t]?.fields&&e.push(...this[t].fields);return e}dependentFields(){const e=new Set(this.fields);for(const t of Re)this[t]&&(this[t].sortField&&e.add(this[t].sortField.field),this[t].sortIndexField&&e.add(this[t].sortIndexField));return e}producedFields(){return new Set}getSource(){return this.name}getChildIndependentFieldsWithStep(){const e={};for(const t of Ft){const n=this.childModel.component.scales[t];if(n&&!n.merged){const i=n.get("type"),r=n.get("range");if(xr(i)&&vn(r)){const n=Qd(Jd(this.childModel,t));n?e[t]=n:$i(Yn(t))}}}return e}assembleRowColumnHeaderData(e,t,n){const i={row:"y",column:"x",facet:void 0}[e],r=[],o=[],a=[];i&&n&&n[i]&&(t?(r.push(`distinct_${n[i]}`),o.push("max")):(r.push(n[i]),o.push("distinct")),a.push(`distinct_${n[i]}`));const{sortField:s,sortIndexField:l}=this[e];if(s){const{op:e=zo,field:t}=s;r.push(t),o.push(e),a.push(oa(s,{forAs:!0}))}else l&&(r.push(l),o.push("max"),a.push(l));return{name:this[e].name,source:t??this.data,transform:[{type:"aggregate",groupby:this[e].fields,...r.length?{fields:r,ops:o,as:a}:{}}]}}assembleFacetHeaderData(e){const{columns:t}=this.model.layout,{layoutHeaders:n}=this.model.component,i=[],r={};for(const e of uf){for(const t of ff){const i=(n[e]&&n[e][t])??[];for(const t of i)if(t.axes?.length>0){r[e]=!0;break}}if(r[e]){const n=`length(data("${this.facet.name}"))`,r="row"===e?t?{signal:`ceil(${n} / ${t})`}:1:t?{signal:`min(${n}, ${t})`}:{signal:n};i.push({name:`${this.facet.name}_${e}`,transform:[{type:"sequence",start:0,stop:r}]})}}const{row:o,column:a}=r;return(o||a)&&i.unshift(this.assembleRowColumnHeaderData("facet",null,e)),i}assemble(){const e=[];let t=null;const n=this.getChildIndependentFieldsWithStep(),{column:i,row:r,facet:o}=this;if(i&&r&&(n.x||n.y)){t=`cross_${this.column.name}_${this.row.name}`;const i=[].concat(n.x??[],n.y??[]),r=i.map((()=>"distinct"));e.push({name:t,source:this.data,transform:[{type:"aggregate",groupby:this.fields,fields:i,ops:r}]})}for(const i of[J,Q])this[i]&&e.push(this.assembleRowColumnHeaderData(i,t,n));if(o){const t=this.assembleFacetHeaderData(n);t&&e.push(...t)}return e}}function ad(e){return e.startsWith("'")&&e.endsWith("'")||e.startsWith('"')&&e.endsWith('"')?e.slice(1,-1):e}function sd(e){const n={};return a(e.filter,(e=>{if(Ji(e)){let i=null;Ii(e)?i=Sn(e.equal):Vi(e)?i=Sn(e.lte):Hi(e)?i=Sn(e.lt):Gi(e)?i=Sn(e.gt):Yi(e)?i=Sn(e.gte):Xi(e)?i=e.range[0]:Qi(e)&&(i=(e.oneOf??e.in)[0]),i&&(wi(i)?n[e.field]="date":t.isNumber(i)?n[e.field]="number":t.isString(i)&&(n[e.field]="string")),e.timeUnit&&(n[e.field]="date")}})),n}function ld(e){const n={};function i(e){var i;$a(e)?n[e.field]="date":"quantitative"===e.type&&(i=e.aggregate,t.isString(i)&&p(["min","max"],i))?n[e.field]="number":q(e.field)>1?e.field in n||(n[e.field]="flatten"):ea(e)&&Co(e.sort)&&q(e.sort.field)>1&&(e.sort.field in n||(n[e.sort.field]="flatten"))}if((xm(e)||$m(e))&&e.forEachFieldDef(((t,n)=>{if(Ko(t))i(t);else{const r=tt(n),o=e.fieldDef(r);i({...t,type:o.type})}})),xm(e)){const{mark:t,markDef:i,encoding:r}=e;if(Qr(t)&&!e.encoding.order){const e=r["horizontal"===i.orient?"y":"x"];Ho(e)&&"quantitative"===e.type&&!(e.field in n)&&(n[e.field]="number")}}return n}class cd extends vc{clone(){return new cd(null,l(this._parse))}constructor(e,t){super(e),qn(this,"_parse",void 0),this._parse=t}hash(){return`Parse ${d(this._parse)}`}static makeExplicit(e,t,n){let i={};const r=t.data;return!sc(r)&&r?.format?.parse&&(i=r.format.parse),this.makeWithAncestors(e,i,{},n)}static makeWithAncestors(e,t,n,i){for(const e of D(n)){const t=i.getWithExplicit(e);void 0!==t.value&&(t.explicit||t.value===n[e]||"derived"===t.value||"flatten"===n[e]?delete n[e]:$i(ei(e,n[e],t.value)))}for(const e of D(t)){const n=i.get(e);void 0!==n&&(n===t[e]?delete t[e]:$i(ei(e,t[e],n)))}const r=new Jl(t,n);i.copyAll(r);const o={};for(const e of D(r.combine())){const t=r.get(e);null!==t&&(o[e]=t)}return 0===D(o).length||i.parseNothing?null:new cd(e,o)}get parse(){return this._parse}merge(e){this._parse={...this._parse,...e.parse},e.remove()}assembleFormatParse(){const e={};for(const t of D(this._parse)){const n=this._parse[t];1===q(t)&&(e[t]=n)}return e}producedFields(){return new Set(D(this._parse))}dependentFields(){return new Set(D(this._parse))}assembleTransforms(){let e=arguments.length>0&&void 0!==arguments[0]&&arguments[0];return D(this._parse).filter((t=>!e||q(t)>1)).map((e=>{const t=function(e,t){const n=A(e);if("number"===t)return`toNumber(${n})`;if("boolean"===t)return`toBoolean(${n})`;if("string"===t)return`toString(${n})`;if("date"===t)return`toDate(${n})`;if("flatten"===t)return n;if(t.startsWith("date:"))return`timeParse(${n},'${ad(t.slice(5,t.length))}')`;if(t.startsWith("utc:"))return`utcParse(${n},'${ad(t.slice(4,t.length))}')`;return $i(`Unrecognized parse "${t}".`),null}(e,this._parse[e]);if(!t)return null;return{type:"formula",expr:t,as:L(e)}})).filter((e=>null!==e))}}class ud extends vc{clone(){return new ud(null)}constructor(e){super(e)}dependentFields(){return new Set}producedFields(){return new Set([xs])}hash(){return"Identifier"}assemble(){return{type:"identifier",as:xs}}}class fd extends vc{clone(){return new fd(null,this.params)}constructor(e,t){super(e),this.params=t}dependentFields(){return new Set}producedFields(){}hash(){return`Graticule ${d(this.params)}`}assemble(){return{type:"graticule",...!0===this.params?{}:this.params}}}class dd extends vc{clone(){return new dd(null,this.params)}constructor(e,t){super(e),this.params=t}dependentFields(){return new Set}producedFields(){return new Set([this.params.as??"data"])}hash(){return`Hash ${d(this.params)}`}assemble(){return{type:"sequence",...this.params}}}class md extends vc{constructor(e){let t;if(super(null),qn(this,"_data",void 0),qn(this,"_name",void 0),qn(this,"_generator",void 0),e??={name:"source"},sc(e)||(t=e.format?{...f(e.format,["parse"])}:{}),oc(e))this._data={values:e.values};else if(rc(e)){if(this._data={url:e.url},!t.type){let n=/(?:\.([^.]+))?$/.exec(e.url)[1];p(["json","csv","tsv","dsv","topojson"],n)||(n="json"),t.type=n}}else cc(e)?this._data={values:[{type:"Sphere"}]}:(ac(e)||sc(e))&&(this._data={});this._generator=sc(e),e.name&&(this._name=e.name),t&&!S(t)&&(this._data.format=t)}dependentFields(){return new Set}producedFields(){}get data(){return this._data}hasName(){return!!this._name}get isGenerator(){return this._generator}get dataName(){return this._name}set dataName(e){this._name=e}set parent(e){throw new Error("Source nodes have to be roots.")}remove(){throw new Error("Source nodes are roots and cannot be removed.")}hash(){throw new Error("Cannot hash sources")}assemble(){return{name:this._name,...this._data,transform:[]}}}function pd(e){return e instanceof md||e instanceof fd||e instanceof dd}var gd=new WeakMap;class hd{constructor(){Wn(this,gd,{writable:!0,value:void 0}),Un(this,gd,!1)}setModified(){Un(this,gd,!0)}get modifiedFlag(){return function(e,t){return t.get?t.get.call(e):t.value}(e=this,Rn(e,gd,"get"));var e}}class yd extends hd{getNodeDepths(e,t,n){n.set(e,t);for(const i of e.children)this.getNodeDepths(i,t+1,n);return n}optimize(e){const t=[...this.getNodeDepths(e,0,new Map).entries()].sort(((e,t)=>t[1]-e[1]));for(const e of t)this.run(e[0]);return this.modifiedFlag}}class vd extends hd{optimize(e){this.run(e);for(const t of e.children)this.optimize(t);return this.modifiedFlag}}class bd extends vd{mergeNodes(e,t){const n=t.shift();for(const i of t)e.removeChild(i),i.parent=n,i.remove()}run(e){const t=e.children.map((e=>e.hash())),n={};for(let i=0;i1&&(this.setModified(),this.mergeNodes(e,n[t]))}}class xd extends vd{constructor(e){super(),qn(this,"requiresSelectionId",void 0),this.requiresSelectionId=e&&Lu(e)}run(e){e instanceof ud&&(this.requiresSelectionId&&(pd(e.parent)||e.parent instanceof rd||e.parent instanceof cd)||(this.setModified(),e.remove()))}}class $d extends hd{optimize(e){return this.run(e,new Set),this.modifiedFlag}run(e,t){let n=new Set;e instanceof wc&&(n=e.producedFields(),$(n,t)&&(this.setModified(),e.removeFormulas(t),0===e.producedFields.length&&e.remove()));for(const i of e.children)this.run(i,new Set([...t,...n]))}}class wd extends vd{constructor(){super()}run(e){e instanceof bc&&!e.isRequired()&&(this.setModified(),e.remove())}}class kd extends yd{run(e){if(!(pd(e)||e.numChildren()>1))for(const t of e.children)if(t instanceof cd)if(e instanceof cd)this.setModified(),e.merge(t);else{if(k(e.producedFields(),t.dependentFields()))continue;this.setModified(),t.swapWithParent()}}}class Sd extends yd{run(e){const t=[...e.children],n=e.children.filter((e=>e instanceof cd));if(e.numChildren()>1&&n.length>=1){const i={},r=new Set;for(const e of n){const t=e.parse;for(const e of D(t))e in i?i[e]!==t[e]&&r.add(e):i[e]=t[e]}for(const e of r)delete i[e];if(!S(i)){this.setModified();const n=new cd(e,i);for(const r of t){if(r instanceof cd)for(const e of D(i))delete r.parse[e];e.removeChild(r),r.parent=n,r instanceof cd&&0===D(r.parse).length&&r.remove()}}}}}class Dd extends yd{run(e){e instanceof bc||e.numChildren()>0||e instanceof od||e instanceof md||(this.setModified(),e.remove())}}class Fd extends yd{run(e){const t=e.children.filter((e=>e instanceof wc)),n=t.pop();for(const e of t)this.setModified(),n.merge(e)}}class zd extends yd{run(e){const t=e.children.filter((e=>e instanceof rd)),n={};for(const e of t){const t=d(e.groupBy);t in n||(n[t]=[]),n[t].push(e)}for(const t of D(n)){const i=n[t];if(i.length>1){const t=i.pop();for(const n of i)t.merge(n)&&(e.removeChild(n),n.parent=t,n.remove(),this.setModified())}}}}class Od extends yd{constructor(e){super(),this.model=e}run(e){const t=!(pd(e)||e instanceof Bu||e instanceof cd||e instanceof ud),n=[],i=[];for(const r of e.children)r instanceof nd&&(t&&!k(e.producedFields(),r.dependentFields())?n.push(r):i.push(r));if(n.length>0){const t=n.pop();for(const e of n)t.merge(e,this.model.renameSignal.bind(this.model));this.setModified(),e instanceof nd?e.merge(t,this.model.renameSignal.bind(this.model)):t.swapWithParent()}if(i.length>1){const e=i.pop();for(const t of i)e.merge(t,this.model.renameSignal.bind(this.model));this.setModified()}}}class _d extends yd{run(e){const t=[...e.children];if(!g(t,(e=>e instanceof bc))||e.numChildren()<=1)return;const n=[];let i;for(const r of t)if(r instanceof bc){let t=r;for(;1===t.numChildren();){const[e]=t.children;if(!(e instanceof bc))break;t=e}n.push(...t.children),i?(e.removeChild(r),r.parent=i.parent,i.parent.removeChild(i),i.parent=t,this.setModified()):i=t}else n.push(r);if(n.length){this.setModified();for(const e of n)e.parent.removeChild(e),e.parent=i}}}class Nd extends vc{clone(){return new Nd(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}addDimensions(e){this.transform.groupby=b(this.transform.groupby.concat(e),(e=>e))}dependentFields(){const e=new Set;return this.transform.groupby&&this.transform.groupby.forEach(e.add,e),this.transform.joinaggregate.map((e=>e.field)).filter((e=>void 0!==e)).forEach(e.add,e),e}producedFields(){return new Set(this.transform.joinaggregate.map(this.getDefaultName))}getDefaultName(e){return e.as??oa(e)}hash(){return`JoinAggregateTransform ${d(this.transform)}`}assemble(){const e=[],t=[],n=[];for(const i of this.transform.joinaggregate)t.push(i.op),n.push(this.getDefaultName(i)),e.push(void 0===i.field?null:i.field);const i=this.transform.groupby;return{type:"joinaggregate",as:n,ops:t,fields:e,...void 0!==i?{groupby:i}:{}}}}class Cd extends vc{clone(){return new Cd(null,l(this._stack))}constructor(e,t){super(e),qn(this,"_stack",void 0),this._stack=t}static makeFromTransform(e,n){const{stack:i,groupby:r,as:o,offset:a="zero"}=n,s=[],l=[];if(void 0!==n.sort)for(const e of n.sort)s.push(e.field),l.push(U(e.order,"ascending"));const c={field:s,order:l};let u;return u=function(e){return t.isArray(e)&&e.every((e=>t.isString(e)))&&e.length>1}(o)?o:t.isString(o)?[o,`${o}_end`]:[`${n.stack}_start`,`${n.stack}_end`],new Cd(e,{dimensionFieldDefs:[],stackField:i,groupby:r,offset:a,sort:c,facetby:[],as:u})}static makeFromEncoding(e,n){const i=n.stack,{encoding:r}=n;if(!i)return null;const{groupbyChannels:o,fieldChannel:a,offset:s,impute:l}=i,c=o.map((e=>pa(r[e]))).filter((e=>!!e)),u=function(e){return e.stack.stackBy.reduce(((e,t)=>{const n=oa(t.fieldDef);return n&&e.push(n),e}),[])}(n),f=n.encoding.order;let d;if(t.isArray(f)||Ho(f))d=Tn(f);else{const e=Ro(f)?f.sort:"y"===a?"descending":"ascending";d=u.reduce(((t,n)=>(t.field.push(n),t.order.push(e),t)),{field:[],order:[]})}return new Cd(e,{dimensionFieldDefs:c,stackField:n.vgField(a),facetby:[],stackby:u,sort:d,offset:s,impute:l,as:[n.vgField(a,{suffix:"start",forAs:!0}),n.vgField(a,{suffix:"end",forAs:!0})]})}get stack(){return this._stack}addDimensions(e){this._stack.facetby.push(...e)}dependentFields(){const e=new Set;return e.add(this._stack.stackField),this.getGroupbyFields().forEach(e.add,e),this._stack.facetby.forEach(e.add,e),this._stack.sort.field.forEach(e.add,e),e}producedFields(){return new Set(this._stack.as)}hash(){return`Stack ${d(this._stack)}`}getGroupbyFields(){const{dimensionFieldDefs:e,impute:t,groupby:n}=this._stack;return e.length>0?e.map((e=>e.bin?t?[oa(e,{binSuffix:"mid"})]:[oa(e,{}),oa(e,{binSuffix:"end"})]:[oa(e)])).flat():n??[]}assemble(){const e=[],{facetby:t,dimensionFieldDefs:n,stackField:i,stackby:r,sort:o,offset:a,impute:s,as:l}=this._stack;if(s)for(const o of n){const{bandPosition:n=.5,bin:a}=o;if(a){const t=oa(o,{expr:"datum"}),i=oa(o,{expr:"datum",binSuffix:"end"});e.push({type:"formula",expr:`${n}*${t}+${1-n}*${i}`,as:oa(o,{binSuffix:"mid",forAs:!0})})}e.push({type:"impute",field:i,groupby:[...r,...t],key:oa(o,{binSuffix:"mid"}),method:"value",value:0})}return e.push({type:"stack",groupby:[...this.getGroupbyFields(),...t],field:i,sort:o,as:l,offset:a}),e}}class Pd extends vc{clone(){return new Pd(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}addDimensions(e){this.transform.groupby=b(this.transform.groupby.concat(e),(e=>e))}dependentFields(){const e=new Set;return(this.transform.groupby??[]).forEach(e.add,e),(this.transform.sort??[]).forEach((t=>e.add(t.field))),this.transform.window.map((e=>e.field)).filter((e=>void 0!==e)).forEach(e.add,e),e}producedFields(){return new Set(this.transform.window.map(this.getDefaultName))}getDefaultName(e){return e.as??oa(e)}hash(){return`WindowTransform ${d(this.transform)}`}assemble(){const e=[],t=[],n=[],i=[];for(const r of this.transform.window)t.push(r.op),n.push(this.getDefaultName(r)),i.push(void 0===r.param?null:r.param),e.push(void 0===r.field?null:r.field);const r=this.transform.frame,o=this.transform.groupby;if(r&&null===r[0]&&null===r[1]&&t.every((e=>tn(e))))return{type:"joinaggregate",as:n,ops:t,fields:e,...void 0!==o?{groupby:o}:{}};const a=[],s=[];if(void 0!==this.transform.sort)for(const e of this.transform.sort)a.push(e.field),s.push(e.order??"ascending");const l={field:a,order:s},c=this.transform.ignorePeers;return{type:"window",params:i,as:n,ops:t,fields:e,sort:l,...void 0!==c?{ignorePeers:c}:{},...void 0!==o?{groupby:o}:{},...void 0!==r?{frame:r}:{}}}}function Ad(e){if(e instanceof od)if(1!==e.numChildren()||e.children[0]instanceof bc){const n=e.model.component.data.main;jd(n);const i=(t=e,function e(n){if(!(n instanceof od)){const i=n.clone();if(i instanceof bc){const e=Td+i.getSource();i.setSource(e),t.model.component.data.outputNodes[e]=i}else(i instanceof rd||i instanceof Cd||i instanceof Pd||i instanceof Nd)&&i.addDimensions(t.fields);for(const t of n.children.flatMap(e))t.parent=i;return[i]}return n.children.flatMap(e)}),r=e.children.map(i).flat();for(const e of r)e.parent=n}else{const t=e.children[0];(t instanceof rd||t instanceof Cd||t instanceof Pd||t instanceof Nd)&&t.addDimensions(e.fields),t.swapWithParent(),Ad(e)}else e.children.map(Ad);var t}function jd(e){if(e instanceof bc&&e.type===fc.Main&&1===e.numChildren()){const t=e.children[0];t instanceof od||(t.swapWithParent(),jd(e))}}const Td="scale_",Ed=5;function Md(e){for(const t of e){for(const e of t.children)if(e.parent!==t)return!1;if(!Md(t.children))return!1}return!0}function Ld(e,t){let n=!1;for(const i of t)n=e.optimize(i)||n;return n}function qd(e,t,n){let i=e.sources,r=!1;return r=Ld(new wd,i)||r,r=Ld(new xd(t),i)||r,i=i.filter((e=>e.numChildren()>0)),r=Ld(new Dd,i)||r,i=i.filter((e=>e.numChildren()>0)),n||(r=Ld(new kd,i)||r,r=Ld(new Od(t),i)||r,r=Ld(new $d,i)||r,r=Ld(new Sd,i)||r,r=Ld(new zd,i)||r,r=Ld(new Fd,i)||r,r=Ld(new bd,i)||r,r=Ld(new _d,i)||r),e.sources=i,r}class Ud{constructor(e){qn(this,"signal",void 0),Object.defineProperty(this,"signal",{enumerable:!0,get:e})}static fromName(e,t){return new Ud((()=>e(t)))}}function Rd(e){xm(e)?function(e){const t=e.component.scales;for(const n of D(t)){const i=Wd(e,n);if(t[n].setWithExplicit("domains",i),Vd(e,n),e.component.data.isFaceted){let t=e;for(;!$m(t)&&t.parent;)t=t.parent;if("shared"===t.component.resolve.scale[n])for(const e of i.value)bn(e)&&(e.data=Td+e.data.replace(Td,""))}}}(e):function(e){for(const t of e.children)Rd(t);const t=e.component.scales;for(const n of D(t)){let i,r=null;for(const t of e.children){const e=t.component.scales[n];if(e){i=void 0===i?e.getWithExplicit("domains"):nc(i,e.getWithExplicit("domains"),"domains","scale",Yd);const t=e.get("selectionExtent");r&&t&&r.param!==t.param&&$i(Kn),r=t}}t[n].setWithExplicit("domains",i),r&&t[n].set("selectionExtent",r,!0)}}(e)}function Wd(e,t){const n=e.getScaleComponent(t).get("type"),{encoding:i}=e,r=function(e,t,n,i){if("unaggregated"===e){const{valid:e,reason:i}=Gd(t,n);if(!e)return void $i(i)}else if(void 0===e&&i.useUnaggregatedDomain){const{valid:e}=Gd(t,n);if(e)return"unaggregated"}return e}(e.scaleDomain(t),e.typedFieldDef(t),n,e.config.scale);return r!==e.scaleDomain(t)&&(e.specifiedScales[t]={...e.specifiedScales[t],domain:r}),"x"===t&&ga(i.x2)?ga(i.x)?nc(Id(n,r,e,"x"),Id(n,r,e,"x2"),"domain","scale",Yd):Id(n,r,e,"x2"):"y"===t&&ga(i.y2)?ga(i.y)?nc(Id(n,r,e,"y"),Id(n,r,e,"y2"),"domain","scale",Yd):Id(n,r,e,"y2"):Id(n,r,e,t)}function Bd(e,t,n){const i=Ui(n)?.unit;return"temporal"===t||i?function(e,t,n){return e.map((e=>({signal:`{data: ${wa(e,{timeUnit:n,type:t})}}`})))}(e,t,i):[e]}function Id(e,n,i,r){const{encoding:o,markDef:a,mark:s,config:l,stack:c}=i,u=ga(o[r]),{type:f}=u,d=u.timeUnit;if(function(e){return e?.unionWith}(n)){const t=Id(e,void 0,i,r);return Kl([...Bd(n.unionWith,f,d),...t.value])}if(yn(n))return Kl([n]);if(n&&"unaggregated"!==n&&!Sr(n))return Kl(Bd(n,f,d));if(c&&r===c.fieldChannel){if("normalize"===c.offset)return Zl([[0,1]]);const e=i.requestDataName(fc.Main);return Zl([{data:e,field:i.vgField(r,{suffix:"start"})},{data:e,field:i.vgField(r,{suffix:"end"})}])}const m=Ht(r)&&Ho(u)?function(e,t,n){if(!xr(n))return;const i=e.fieldDef(t),r=i.sort;if(Po(r))return{op:"min",field:af(i,t),order:"ascending"};const{stack:o}=e,a=o?new Set([...o.groupbyFields,...o.stackBy.map((e=>e.fieldDef.field))]):void 0;if(Co(r)){return Hd(r,o&&!a.has(r.field))}if(No(r)){const{encoding:t,order:n}=r,i=e.fieldDef(t),{aggregate:s,field:l}=i,c=o&&!a.has(l);if(Zt(s)||en(s))return Hd({field:oa(i),order:n},c);if(tn(s)||!s)return Hd({op:s,field:l,order:n},c)}else{if("descending"===r)return{op:"min",field:e.vgField(t),order:"descending"};if(p(["ascending",void 0],r))return!0}return}(i,r,e):void 0;if(Go(u)){return Zl(Bd([u.datum],f,d))}const g=u;if("unaggregated"===n){const e=i.requestDataName(fc.Main),{field:t}=u;return Zl([{data:e,field:oa({field:t,aggregate:"min"})},{data:e,field:oa({field:t,aggregate:"max"})}])}if(ln(g.bin)){if(xr(e))return Zl("bin-ordinal"===e?[]:[{data:O(m)?i.requestDataName(fc.Main):i.requestDataName(fc.Raw),field:i.vgField(r,Sa(g,r)?{binSuffix:"range"}:{}),sort:!0!==m&&t.isObject(m)?m:{field:i.vgField(r,{}),op:"min"}}]);{const{bin:e}=g;if(ln(e)){const t=ed(i,g.field,e);return Zl([new Ud((()=>{const e=i.getSignalName(t);return`[${e}.start, ${e}.stop]`}))])}return Zl([{data:i.requestDataName(fc.Main),field:i.vgField(r,{})}])}}if(g.timeUnit&&p(["time","utc"],e)){const e=o[it(r)];if(Uo(g,e,a,l)){const t=i.requestDataName(fc.Main),n=Lo({fieldDef:g,fieldDef2:e,markDef:a,config:l}),o=Jr(s)&&.5!==n&&zt(r);return Zl([{data:t,field:i.vgField(r,o?{suffix:kc}:{})},{data:t,field:i.vgField(r,{suffix:o?Sc:"end"})}])}}return Zl(m?[{data:O(m)?i.requestDataName(fc.Main):i.requestDataName(fc.Raw),field:i.vgField(r),sort:m}]:[{data:i.requestDataName(fc.Main),field:i.vgField(r)}])}function Hd(e,t){const{op:n,field:i,order:r}=e;return{op:n??(t?"sum":zo),...i?{field:E(i)}:{},...r?{order:r}:{}}}function Vd(e,t){const n=e.component.scales[t],i=e.specifiedScales[t].domain,r=e.fieldDef(t)?.bin,o=Sr(i)&&i,a=un(r)&&fn(r.extent)&&r.extent;(o||a)&&n.set("selectionExtent",o??a,!0)}function Gd(e,n){const{aggregate:i,type:r}=e;return i?t.isString(i)&&!an.has(i)?{valid:!1,reason:fi(i)}:"quantitative"===r&&"log"===n?{valid:!1,reason:di(e)}:{valid:!0}:{valid:!1,reason:ui(e)}}function Yd(e,t,n,i){return e.explicit&&t.explicit&&$i(function(e,t,n,i){return`Conflicting ${t.toString()} property "${e.toString()}" (${X(n)} and ${X(i)}). Using the union of the two domains.`}(n,i,e.value,t.value)),{explicit:e.explicit,value:[...e.value,...t.value]}}function Xd(e){const n=b(e.map((e=>{if(bn(e)){const{sort:t,...n}=e;return n}return e})),d),i=b(e.map((e=>{if(bn(e)){const t=e.sort;return void 0===t||O(t)||("op"in t&&"count"===t.op&&delete t.field,"ascending"===t.order&&delete t.order),t}})).filter((e=>void 0!==e)),d);if(0===n.length)return;if(1===n.length){const n=e[0];if(bn(n)&&i.length>0){let e=i[0];if(i.length>1){$i(gi);const n=i.filter((e=>t.isObject(e)&&"op"in e&&"min"!==e.op));e=!i.every((e=>t.isObject(e)&&"op"in e))||1!==n.length||n[0]}else if(t.isObject(e)&&"field"in e){const t=e.field;n.field===t&&(e=!e.order||{order:e.order})}return{...n,sort:e}}return n}const r=b(i.map((e=>O(e)||!("op"in e)||t.isString(e.op)&&e.op in Kt?e:($i(function(e){return`Dropping sort property ${X(e)} as unioned domains only support boolean or op "count", "min", and "max".`}(e)),!0))),d);let o;1===r.length?o=r[0]:r.length>1&&($i(gi),o=!0);const a=b(e.map((e=>bn(e)?e.data:null)),(e=>e));if(1===a.length&&null!==a[0]){return{data:a[0],fields:n.map((e=>e.field)),...o?{sort:o}:{}}}return{fields:n,...o?{sort:o}:{}}}function Qd(e){if(bn(e)&&t.isString(e.field))return e.field;if(function(e){return!t.isArray(e)&&"fields"in e&&!("data"in e)}(e)){let n;for(const i of e.fields)if(bn(i)&&t.isString(i.field))if(n){if(n!==i.field)return $i("Detected faceted independent scales that union domain of multiple fields from different data sources. 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0),qn(this,"correctDataNames",(e=>(e.from?.data&&(e.from.data=this.lookupDataSource(e.from.data)),e.from?.facet?.data&&(e.from.facet.data=this.lookupDataSource(e.from.facet.data)),e))),this.parent=i,this.config=o,this.view=pn(c),this.name=e.name??r,this.title=hn(e.title)?{text:e.title}:e.title?pn(e.title):void 0,this.scaleNameMap=i?i.scaleNameMap:new bm,this.projectionNameMap=i?i.projectionNameMap:new bm,this.signalNameMap=i?i.signalNameMap:new bm,this.data=e.data,this.description=e.description,this.transforms=(e.transform??[]).map((e=>bl(e)?{filter:s(e.filter,tr)}:e)),this.layout="layer"===n||"unit"===n?{}:function(e,n,i){const r=i[n],o={},{spacing:a,columns:s}=r;void 0!==a&&(o.spacing=a),void 0!==s&&(To(e)&&!Ao(e.facet)||Fs(e))&&(o.columns=s),zs(e)&&(o.columns=1);for(const n of Ps)if(void 0!==e[n])if("spacing"===n){const i=e[n];o[n]=t.isNumber(i)?i:{row:i.row??a,column:i.column??a}}else o[n]=e[n];return o}(e,n,o),this.component={data:{sources:i?i.component.data.sources:[],outputNodes:i?i.component.data.outputNodes:{},outputNodeRefCounts:i?i.component.data.outputNodeRefCounts:{},isFaceted:To(e)||i?.component.data.isFaceted&&void 0===e.data},layoutSize:new Jl,layoutHeaders:{row:{},column:{},facet:{}},mark:null,resolve:{scale:{},axis:{},legend:{},...a?l(a):{}},selection:null,scales:null,projection:null,axes:{},legends:{}}}get width(){return this.getSizeSignalRef("width")}get height(){return this.getSizeSignalRef("height")}parse(){this.parseScale(),this.parseLayoutSize(),this.renameTopLevelLayoutSizeSignal(),this.parseSelections(),this.parseProjection(),this.parseData(),this.parseAxesAndHeaders(),this.parseLegends(),this.parseMarkGroup()}parseScale(){!function(e){let{ignoreRange:t}=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};ym(e),Rd(e);for(const t of Pr)dm(e,t);t||pm(e)}(this)}parseProjection(){Jf(this)}renameTopLevelLayoutSizeSignal(){"width"!==this.getName("width")&&this.renameSignal(this.getName("width"),"width"),"height"!==this.getName("height")&&this.renameSignal(this.getName("height"),"height")}parseLegends(){Rf(this)}assembleEncodeFromView(e){const{style:t,...n}=e,i={};for(const e of D(n)){const t=n[e];void 0!==t&&(i[e]=Fn(t))}return i}assembleGroupEncodeEntry(e){let t={};return this.view&&(t=this.assembleEncodeFromView(this.view)),e||(this.description&&(t.description=Fn(this.description)),"unit"!==this.type&&"layer"!==this.type)?S(t)?void 0:t:{width:this.getSizeSignalRef("width"),height:this.getSizeSignalRef("height"),...t??{}}}assembleLayout(){if(!this.layout)return;const{spacing:e,...t}=this.layout,{component:n,config:i}=this,r=function(e,t){const n={};for(const i of Re){const r=e[i];if(r?.facetFieldDef){const{titleAnchor:e,titleOrient:o}=cf(["titleAnchor","titleOrient"],r.facetFieldDef.header,t,i),a=sf(i,o),s=xf(e,a);void 0!==s&&(n[a]=s)}}return S(n)?void 0:n}(n.layoutHeaders,i);return{padding:e,...this.assembleDefaultLayout(),...t,...r?{titleBand:r}:{}}}assembleDefaultLayout(){return{}}assembleHeaderMarks(){const{layoutHeaders:e}=this.component;let t=[];for(const n of Re)e[n].title&&t.push(df(this,n));for(const e of uf)t=t.concat(gf(this,e));return t}assembleAxes(){return function(e,t){const{x:n=[],y:i=[]}=e;return[...n.map((e=>Yu(e,"grid",t))),...i.map((e=>Yu(e,"grid",t))),...n.map((e=>Yu(e,"main",t))),...i.map((e=>Yu(e,"main",t)))].filter((e=>e))}(this.component.axes,this.config)}assembleLegends(){return Vf(this)}assembleProjections(){return Gf(this)}assembleTitle(){const{encoding:e,...t}=this.title??{},n={...gn(this.config.title).nonMarkTitleProperties,...t,...e?{encode:{update:e}}:{}};if(n.text)return p(["unit","layer"],this.type)?p(["middle",void 0],n.anchor)&&(n.frame??="group"):n.anchor??="start",S(n)?void 0:n}assembleGroup(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[];const t={};e=e.concat(this.assembleSignals()),e.length>0&&(t.signals=e);const n=this.assembleLayout();n&&(t.layout=n),t.marks=[].concat(this.assembleHeaderMarks(),this.assembleMarks());const i=!this.parent||$m(this.parent)?Kd(this):[];i.length>0&&(t.scales=i);const r=this.assembleAxes();r.length>0&&(t.axes=r);const o=this.assembleLegends();return o.length>0&&(t.legends=o),t}getName(e){return _((this.name?`${this.name}_`:"")+e)}getDataName(e){return this.getName(fc[e].toLowerCase())}requestDataName(e){const t=this.getDataName(e),n=this.component.data.outputNodeRefCounts;return n[t]=(n[t]||0)+1,t}getSizeSignalRef(e){if($m(this.parent)){const t=Nt(Ff(e)),n=this.component.scales[t];if(n&&!n.merged){const e=n.get("type"),i=n.get("range");if(xr(e)&&vn(i)){const e=n.get("name"),i=Qd(Jd(this,t));if(i){return{signal:Df(e,n,oa({aggregate:"distinct",field:i},{expr:"datum"}))}}return $i(Yn(t)),null}}}return{signal:this.signalNameMap.get(this.getName(e))}}lookupDataSource(e){const t=this.component.data.outputNodes[e];return t?t.getSource():e}getSignalName(e){return this.signalNameMap.get(e)}renameSignal(e,t){this.signalNameMap.rename(e,t)}renameScale(e,t){this.scaleNameMap.rename(e,t)}renameProjection(e,t){this.projectionNameMap.rename(e,t)}scaleName(e,t){return t?this.getName(e):Ke(e)&&Ht(e)&&this.component.scales[e]||this.scaleNameMap.has(this.getName(e))?this.scaleNameMap.get(this.getName(e)):void 0}projectionName(e){return e?this.getName("projection"):this.component.projection&&!this.component.projection.merged||this.projectionNameMap.has(this.getName("projection"))?this.projectionNameMap.get(this.getName("projection")):void 0}getScaleComponent(e){if(!this.component.scales)throw new Error("getScaleComponent cannot be called before parseScale(). Make sure you have called parseScale or use parseUnitModelWithScale().");const t=this.component.scales[e];return t&&!t.merged?t:this.parent?this.parent.getScaleComponent(e):void 0}getSelectionComponent(e,t){let n=this.component.selection[e];if(!n&&this.parent&&(n=this.parent.getSelectionComponent(e,t)),!n)throw new Error(function(e){return`Cannot find a selection named "${e}".`}(t));return n}hasAxisOrientSignalRef(){return this.component.axes.x?.some((e=>e.hasOrientSignalRef()))||this.component.axes.y?.some((e=>e.hasOrientSignalRef()))}}class Dm extends Sm{vgField(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};const n=this.fieldDef(e);if(n)return oa(n,t)}reduceFieldDef(e,n){return function(e,n,i,r){return e?D(e).reduce(((i,o)=>{const a=e[o];return t.isArray(a)?a.reduce(((e,t)=>n.call(r,e,t,o)),i):n.call(r,i,a,o)}),i):i}(this.getMapping(),((t,n,i)=>{const r=pa(n);return r?e(t,r,i):t}),n)}forEachFieldDef(e,t){Wa(this.getMapping(),((t,n)=>{const i=pa(t);i&&e(i,n)}),t)}}class Fm extends vc{clone(){return new Fm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??"value",n[1]??"density"]}dependentFields(){return new Set([this.transform.density,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`DensityTransform ${d(this.transform)}`}assemble(){const{density:e,...t}=this.transform,n={type:"kde",field:e,...t};return this.transform.groupby&&(n.resolve="shared"),n}}class zm extends vc{clone(){return new zm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t)}dependentFields(){return new Set([this.transform.extent])}producedFields(){return new Set([])}hash(){return`ExtentTransform ${d(this.transform)}`}assemble(){const{extent:e,param:t}=this.transform;return{type:"extent",field:e,signal:t}}}class Om extends vc{clone(){return new Om(null,{...this.filter})}constructor(e,t){super(e),this.filter=t}static make(e,t){const{config:n,mark:i,markDef:r}=t;if("filter"!==Cn("invalid",r,n))return null;const o=t.reduceFieldDef(((e,n,r)=>{const o=Ht(r)&&t.getScaleComponent(r);if(o){$r(o.get("type"))&&"count"!==n.aggregate&&!Qr(i)&&(e[n.field]=n)}return e}),{});return D(o).length?new Om(e,o):null}dependentFields(){return new Set(D(this.filter))}producedFields(){return new Set}hash(){return`FilterInvalid ${d(this.filter)}`}assemble(){const e=D(this.filter).reduce(((e,t)=>{const n=this.filter[t],i=oa(n,{expr:"datum"});return null!==n&&("temporal"===n.type?e.push(`(isDate(${i}) || (isValid(${i}) && isFinite(+${i})))`):"quantitative"===n.type&&(e.push(`isValid(${i})`),e.push(`isFinite(+${i})`))),e}),[]);return e.length>0?{type:"filter",expr:e.join(" && ")}:null}}class _m extends vc{clone(){return new _m(this.parent,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const{flatten:n,as:i=[]}=this.transform;this.transform.as=n.map(((e,t)=>i[t]??e))}dependentFields(){return new Set(this.transform.flatten)}producedFields(){return new Set(this.transform.as)}hash(){return`FlattenTransform ${d(this.transform)}`}assemble(){const{flatten:e,as:t}=this.transform;return{type:"flatten",fields:e,as:t}}}class Nm extends vc{clone(){return new Nm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??"key",n[1]??"value"]}dependentFields(){return new Set(this.transform.fold)}producedFields(){return new Set(this.transform.as)}hash(){return`FoldTransform ${d(this.transform)}`}assemble(){const{fold:e,as:t}=this.transform;return{type:"fold",fields:e,as:t}}}class Cm extends vc{clone(){return new Cm(null,l(this.fields),this.geojson,this.signal)}static parseAll(e,t){if(t.component.projection&&!t.component.projection.isFit)return e;let n=0;for(const i of[[ue,ce],[de,fe]]){const r=i.map((e=>{const n=ga(t.encoding[e]);return Ho(n)?n.field:Go(n)?{expr:`${n.datum}`}:Zo(n)?{expr:`${n.value}`}:void 0}));(r[0]||r[1])&&(e=new Cm(e,r,null,t.getName("geojson_"+n++)))}if(t.channelHasField(he)){const i=t.typedFieldDef(he);i.type===lr&&(e=new Cm(e,null,i.field,t.getName("geojson_"+n++)))}return e}constructor(e,t,n,i){super(e),this.fields=t,this.geojson=n,this.signal=i}dependentFields(){const e=(this.fields??[]).filter(t.isString);return new Set([...this.geojson?[this.geojson]:[],...e])}producedFields(){return new Set}hash(){return`GeoJSON ${this.geojson} ${this.signal} ${d(this.fields)}`}assemble(){return[...this.geojson?[{type:"filter",expr:`isValid(datum["${this.geojson}"])`}]:[],{type:"geojson",...this.fields?{fields:this.fields}:{},...this.geojson?{geojson:this.geojson}:{},signal:this.signal}]}}class Pm extends vc{clone(){return new Pm(null,this.projection,l(this.fields),l(this.as))}constructor(e,t,n,i){super(e),this.projection=t,this.fields=n,this.as=i}static parseAll(e,t){if(!t.projectionName())return e;for(const n of[[ue,ce],[de,fe]]){const i=n.map((e=>{const n=ga(t.encoding[e]);return Ho(n)?n.field:Go(n)?{expr:`${n.datum}`}:Zo(n)?{expr:`${n.value}`}:void 0})),r=n[0]===de?"2":"";(i[0]||i[1])&&(e=new Pm(e,t.projectionName(),i,[t.getName(`x${r}`),t.getName(`y${r}`)]))}return e}dependentFields(){return new Set(this.fields.filter(t.isString))}producedFields(){return new Set(this.as)}hash(){return`Geopoint ${this.projection} ${d(this.fields)} ${d(this.as)}`}assemble(){return{type:"geopoint",projection:this.projection,fields:this.fields,as:this.as}}}class Am extends vc{clone(){return new Am(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}dependentFields(){return new Set([this.transform.impute,this.transform.key,...this.transform.groupby??[]])}producedFields(){return new Set([this.transform.impute])}processSequence(e){const{start:t=0,stop:n,step:i}=e;return{signal:`sequence(${[t,n,...i?[i]:[]].join(",")})`}}static makeFromTransform(e,t){return new Am(e,t)}static makeFromEncoding(e,t){const n=t.encoding,i=n.x,r=n.y;if(Ho(i)&&Ho(r)){const o=i.impute?i:r.impute?r:void 0;if(void 0===o)return;const a=i.impute?r:r.impute?i:void 0,{method:s,value:l,frame:c,keyvals:u}=o.impute,f=Ba(t.mark,n);return new Am(e,{impute:o.field,key:a.field,...s?{method:s}:{},...void 0!==l?{value:l}:{},...c?{frame:c}:{},...void 0!==u?{keyvals:u}:{},...f.length?{groupby:f}:{}})}return null}hash(){return`Impute ${d(this.transform)}`}assemble(){const{impute:e,key:t,keyvals:n,method:i,groupby:r,value:o,frame:a=[null,null]}=this.transform,s={type:"impute",field:e,key:t,...n?{keyvals:(l=n,void 0!==l?.stop?this.processSequence(n):n)}:{},method:"value",...r?{groupby:r}:{},value:i&&"value"!==i?null:o};var l;if(i&&"value"!==i){return[s,{type:"window",as:[`imputed_${e}_value`],ops:[i],fields:[e],frame:a,ignorePeers:!1,...r?{groupby:r}:{}},{type:"formula",expr:`datum.${e} === null ? datum.imputed_${e}_value : datum.${e}`,as:e}]}return[s]}}class jm extends vc{clone(){return new jm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??t.on,n[1]??t.loess]}dependentFields(){return new Set([this.transform.loess,this.transform.on,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`LoessTransform ${d(this.transform)}`}assemble(){const{loess:e,on:t,...n}=this.transform;return{type:"loess",x:t,y:e,...n}}}class Tm extends vc{clone(){return new Tm(null,l(this.transform),this.secondary)}constructor(e,t,n){super(e),this.transform=t,this.secondary=n}static make(e,t,n,i){const r=t.component.data.sources,{from:o}=n;let a=null;if(function(e){return"data"in e}(o)){let e=Qm(o.data,r);e||(e=new md(o.data),r.push(e));const n=t.getName(`lookup_${i}`);a=new bc(e,n,fc.Lookup,t.component.data.outputNodeRefCounts),t.component.data.outputNodes[n]=a}else if(function(e){return"param"in e}(o)){const e=o.param;let i;n={as:e,...n};try{i=t.getSelectionComponent(_(e),e)}catch(t){throw new Error(function(e){return`Lookups can only be performed on selection parameters. "${e}" is a variable parameter.`}(e))}if(a=i.materialized,!a)throw new Error(function(e){return`Cannot define and lookup the "${e}" selection in the same view. Try moving the lookup into a second, layered view?`}(e))}return new Tm(e,n,a.getSource())}dependentFields(){return new Set([this.transform.lookup])}producedFields(){return new Set(this.transform.as?t.array(this.transform.as):this.transform.from.fields)}hash(){return`Lookup ${d({transform:this.transform,secondary:this.secondary})}`}assemble(){let e;if(this.transform.from.fields)e={values:this.transform.from.fields,...this.transform.as?{as:t.array(this.transform.as)}:{}};else{let n=this.transform.as;t.isString(n)||($i('If "from.fields" is not specified, "as" has to be a string that specifies the key to be used for the data from the secondary source.'),n="_lookup"),e={as:[n]}}return{type:"lookup",from:this.secondary,key:this.transform.from.key,fields:[this.transform.lookup],...e,...this.transform.default?{default:this.transform.default}:{}}}}class Em extends vc{clone(){return new Em(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??"prob",n[1]??"value"]}dependentFields(){return new Set([this.transform.quantile,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`QuantileTransform ${d(this.transform)}`}assemble(){const{quantile:e,...t}=this.transform;return{type:"quantile",field:e,...t}}}class Mm extends vc{clone(){return new Mm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??t.on,n[1]??t.regression]}dependentFields(){return new Set([this.transform.regression,this.transform.on,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`RegressionTransform ${d(this.transform)}`}assemble(){const{regression:e,on:t,...n}=this.transform;return{type:"regression",x:t,y:e,...n}}}class Lm extends vc{clone(){return new Lm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}addDimensions(e){this.transform.groupby=b((this.transform.groupby??[]).concat(e),(e=>e))}producedFields(){}dependentFields(){return new Set([this.transform.pivot,this.transform.value,...this.transform.groupby??[]])}hash(){return`PivotTransform ${d(this.transform)}`}assemble(){const{pivot:e,value:t,groupby:n,limit:i,op:r}=this.transform;return{type:"pivot",field:e,value:t,...void 0!==i?{limit:i}:{},...void 0!==r?{op:r}:{},...void 0!==n?{groupby:n}:{}}}}class qm extends vc{clone(){return new qm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}dependentFields(){return new Set}producedFields(){return new Set}hash(){return`SampleTransform ${d(this.transform)}`}assemble(){return{type:"sample",size:this.transform.sample}}}function Um(e){let t=0;return function n(i,r){if(i instanceof md&&!i.isGenerator&&!rc(i.data)){e.push(r);r={name:null,source:r.name,transform:[]}}if(i instanceof cd&&(i.parent instanceof md&&!r.source?(r.format={...r.format??{},parse:i.assembleFormatParse()},r.transform.push(...i.assembleTransforms(!0))):r.transform.push(...i.assembleTransforms())),i instanceof od)return r.name||(r.name="data_"+t++),!r.source||r.transform.length>0?(e.push(r),i.data=r.name):i.data=r.source,void e.push(...i.assemble());if((i instanceof fd||i instanceof dd||i instanceof Om||i instanceof Bu||i instanceof of||i instanceof Pm||i instanceof rd||i instanceof Tm||i instanceof Pd||i instanceof Nd||i instanceof Nm||i instanceof _m||i instanceof Fm||i instanceof jm||i instanceof Em||i instanceof Mm||i instanceof ud||i instanceof qm||i instanceof Lm||i instanceof zm)&&r.transform.push(i.assemble()),(i instanceof nd||i instanceof wc||i instanceof Am||i instanceof Cd||i instanceof Cm)&&r.transform.push(...i.assemble()),i instanceof bc)if(r.source&&0===r.transform.length)i.setSource(r.source);else if(i.parent instanceof bc)i.setSource(r.name);else if(r.name||(r.name="data_"+t++),i.setSource(r.name),1===i.numChildren()){e.push(r);r={name:null,source:r.name,transform:[]}}switch(i.numChildren()){case 0:i instanceof bc&&(!r.source||r.transform.length>0)&&e.push(r);break;case 1:n(i.children[0],r);break;default:{r.name||(r.name="data_"+t++);let o=r.name;!r.source||r.transform.length>0?e.push(r):o=r.source;for(const e of i.children){n(e,{name:null,source:o,transform:[]})}break}}}}function Rm(e){return"top"===e||"left"===e||yn(e)?"header":"footer"}function Wm(e,n){const{facet:i,config:r,child:o,component:a}=e;if(e.channelHasField(n)){const s=i[n],l=lf("title",null,r,n);let c=ua(s,r,{allowDisabling:!0,includeDefault:void 0===l||!!l});o.component.layoutHeaders[n].title&&(c=t.isArray(c)?c.join(", "):c,c+=` / ${o.component.layoutHeaders[n].title}`,o.component.layoutHeaders[n].title=null);const u=lf("labelOrient",s.header,r,n),f=null!==s.header&&U(s.header?.labels,r.header.labels,!0),d=p(["bottom","right"],u)?"footer":"header";a.layoutHeaders[n]={title:null!==s.header?c:null,facetFieldDef:s,[d]:"facet"===n?[]:[Bm(e,n,f)]}}}function Bm(e,t,n){const i="row"===t?"height":"width";return{labels:n,sizeSignal:e.child.component.layoutSize.get(i)?e.child.getSizeSignalRef(i):void 0,axes:[]}}function Im(e,t){const{child:n}=e;if(n.component.axes[t]){const{layoutHeaders:i,resolve:r}=e.component;if(r.axis[t]=_f(r,t),"shared"===r.axis[t]){const r="x"===t?"column":"row",o=i[r];for(const i of n.component.axes[t]){const t=Rm(i.get("orient"));o[t]??=[Bm(e,r,!1)];const n=Yu(i,"main",e.config,{header:!0});n&&o[t][0].axes.push(n),i.mainExtracted=!0}}}}function Hm(e){for(const t of e.children)t.parseLayoutSize()}function Vm(e,t){const n=Ff(t),i=Nt(n),r=e.component.resolve,o=e.component.layoutSize;let a;for(const t of e.children){const o=t.component.layoutSize.getWithExplicit(n),s=r.scale[i]??Of(i,e);if("independent"===s&&"step"===o.value){a=void 0;break}if(a){if("independent"===s&&a.value!==o.value){a=void 0;break}a=nc(a,o,n,"")}else a=o}if(a){for(const i of e.children)e.renameSignal(i.getName(n),e.getName(t)),i.component.layoutSize.set(n,"merged",!1);o.setWithExplicit(t,a)}else o.setWithExplicit(t,{explicit:!1,value:void 0})}function Gm(e,t){const n="width"===t?"x":"y",i=e.config,r=e.getScaleComponent(n);if(r){const e=r.get("type"),n=r.get("range");if(xr(e)){const e=Ts(i.view,t);return vn(n)||Ns(e)?"step":e}return As(i.view,t)}if(e.hasProjection||"arc"===e.mark)return As(i.view,t);{const e=Ts(i.view,t);return Ns(e)?e.step:e}}function Ym(e,t,n){return oa(t,{suffix:`by_${oa(e)}`,...n??{}})}class Xm extends Dm{constructor(e,t,n,i){super(e,"facet",t,n,i,e.resolve),qn(this,"facet",void 0),qn(this,"child",void 0),qn(this,"children",void 0),this.child=wp(e.spec,this,this.getName("child"),void 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gp={arc:{vgMark:"arc",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"ignore",orient:"ignore",theta:"ignore"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...su(e,"radius"),...su(e,"theta")})},area:{vgMark:"area",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",orient:"include",size:"ignore",theta:"ignore"}),...ru("x",e,{defaultPos:"zeroOrMin",defaultPos2:"zeroOrMin",range:"horizontal"===e.markDef.orient}),...ru("y",e,{defaultPos:"zeroOrMin",defaultPos2:"zeroOrMin",range:"vertical"===e.markDef.orient}),...gu(e)})},bar:{vgMark:"rect",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",orient:"ignore",size:"ignore",theta:"ignore"}),...su(e,"x"),...su(e,"y")})},circle:{vgMark:"symbol",encodeEntry:e=>lp(e,"circle")},geoshape:{vgMark:"shape",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"ignore",orient:"ignore",theta:"ignore"})}),postEncodingTransform:e=>{const{encoding:t}=e,n=t.shape;return[{type:"geoshape",projection:e.projectionName(),...n&&Ho(n)&&n.type===lr?{field:oa(n,{expr:"datum"})}:{}}]}},image:{vgMark:"image",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"ignore",orient:"ignore",size:"ignore",theta:"ignore"}),...su(e,"x"),...su(e,"y"),...Rc(e,"url")})},line:{vgMark:"line",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"ignore",orient:"ignore",theta:"ignore"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...Xc("size",e,{vgChannel:"strokeWidth"}),...gu(e)})},point:{vgMark:"symbol",encodeEntry:e=>lp(e)},rect:{vgMark:"rect",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",orient:"ignore",size:"ignore",theta:"ignore"}),...su(e,"x"),...su(e,"y")})},rule:up,square:{vgMark:"symbol",encodeEntry:e=>lp(e,"square")},text:{vgMark:"text",encodeEntry:e=>{const{config:t,encoding:n}=e;return{...du(e,{align:"include",baseline:"include",color:"include",size:"ignore",orient:"ignore",theta:"include"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...Rc(e),...Xc("size",e,{vgChannel:"fontSize"}),...Xc("angle",e),...hu("align",fp(e.markDef,n,t)),...hu("baseline",dp(e.markDef,n,t)),...Zc("radius",e,{defaultPos:null}),...Zc("theta",e,{defaultPos:null})}}},tick:mp,trail:{vgMark:"trail",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"include",orient:"ignore",theta:"ignore"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...Xc("size",e),...gu(e)})}};function hp(e){if(p([Ur,Mr,Vr],e.mark)){const t=Ba(e.mark,e.encoding);if(t.length>0)return function(e,t){return[{name:e.getName("pathgroup"),type:"group",from:{facet:{name:yp+e.requestDataName(fc.Main),data:e.requestDataName(fc.Main),groupby:t}},encode:{update:{width:{field:{group:"width"}},height:{field:{group:"height"}}}},marks:bp(e,{fromPrefix:yp})}]}(e,t)}else if(e.mark===Lr){const t=wn.some((t=>Cn(t,e.markDef,e.config)));if(e.stack&&!e.fieldDef("size")&&t)return function(e){const[t]=bp(e,{fromPrefix:vp}),n=e.scaleName(e.stack.fieldChannel),i=function(){let t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};return e.vgField(e.stack.fieldChannel,t)},r=(e,t)=>`${e}(${[i({prefix:"min",suffix:"start",expr:t}),i({prefix:"max",suffix:"start",expr:t}),i({prefix:"min",suffix:"end",expr:t}),i({prefix:"max",suffix:"end",expr:t})].map((e=>`scale('${n}',${e})`)).join(",")})`;let o,a;"x"===e.stack.fieldChannel?(o={...u(t.encode.update,["y","yc","y2","height",...wn]),x:{signal:r("min","datum")},x2:{signal:r("max","datum")},clip:{value:!0}},a={x:{field:{group:"x"},mult:-1},height:{field:{group:"height"}}},t.encode.update={...f(t.encode.update,["y","yc","y2"]),height:{field:{group:"height"}}}):(o={...u(t.encode.update,["x","xc","x2","width"]),y:{signal:r("min","datum")},y2:{signal:r("max","datum")},clip:{value:!0}},a={y:{field:{group:"y"},mult:-1},width:{field:{group:"width"}}},t.encode.update={...f(t.encode.update,["x","xc","x2"]),width:{field:{group:"width"}}});for(const n of wn){const i=Pn(n,e.markDef,e.config);t.encode.update[n]?(o[n]=t.encode.update[n],delete t.encode.update[n]):i&&(o[n]=Fn(i)),i&&(t.encode.update[n]={value:0})}const s=[];if(e.stack.groupbyChannels?.length>0)for(const t of e.stack.groupbyChannels){const n=e.fieldDef(t),i=oa(n);i&&s.push(i),(n?.bin||n?.timeUnit)&&s.push(oa(n,{binSuffix:"end"}))}o=["stroke","strokeWidth","strokeJoin","strokeCap","strokeDash","strokeDashOffset","strokeMiterLimit","strokeOpacity"].reduce(((n,i)=>{if(t.encode.update[i])return{...n,[i]:t.encode.update[i]};{const t=Pn(i,e.markDef,e.config);return void 0!==t?{...n,[i]:Fn(t)}:n}}),o),o.stroke&&(o.strokeForeground={value:!0},o.strokeOffset={value:0});return[{type:"group",from:{facet:{data:e.requestDataName(fc.Main),name:vp+e.requestDataName(fc.Main),groupby:s,aggregate:{fields:[i({suffix:"start"}),i({suffix:"start"}),i({suffix:"end"}),i({suffix:"end"})],ops:["min","max","min","max"]}}},encode:{update:o},marks:[{type:"group",encode:{update:a},marks:[t]}]}]}(e)}return bp(e)}const yp="faceted_path_";const vp="stack_group_";function bp(e){let n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{fromPrefix:""};const{mark:i,markDef:r,encoding:o,config:a}=e,s=U(r.clip,function(e){const t=e.getScaleComponent("x"),n=e.getScaleComponent("y");return!(!t?.get("selectionExtent")&&!n?.get("selectionExtent"))||void 0}(e),function(e){const t=e.component.projection;return!(!t||t.isFit)||void 0}(e)),l=Nn(r),c=o.key,u=function(e){const{encoding:n,stack:i,mark:r,markDef:o,config:a}=e,s=n.order;if(!(!t.isArray(s)&&Zo(s)&&m(s.value)||!s&&m(Cn("order",o,a)))){if((t.isArray(s)||Ho(s))&&!i)return Tn(s,{expr:"datum"});if(Qr(r)){const i="horizontal"===o.orient?"y":"x",r=n[i];if(Ho(r)){const n=r.sort;return t.isArray(n)?{field:oa(r,{prefix:i,suffix:"sort_index",expr:"datum"})}:Co(n)?{field:oa({aggregate:La(e.encoding)?n.op:void 0,field:n.field},{expr:"datum"})}:No(n)?{field:oa(e.fieldDef(n.encoding),{expr:"datum"}),order:n.order}:null===n?void 0:{field:oa(r,{binSuffix:e.stack?.impute?"mid":void 0,expr:"datum"})}}}}}(e),f=function(e){if(!e.component.selection)return null;const t=D(e.component.selection).length;let n=t,i=e.parent;for(;i&&0===n;)n=D(i.component.selection).length,i=i.parent;return n?{interactive:t>0||"geoshape"===e.mark||!!e.encoding.tooltip}:null}(e),d=Cn("aria",r,a),p=gp[i].postEncodingTransform?gp[i].postEncodingTransform(e):null;return[{name:e.getName("marks"),type:gp[i].vgMark,...s?{clip:!0}:{},...l?{style:l}:{},...c?{key:c.field}:{},...u?{sort:u}:{},...f||{},...!1===d?{aria:d}:{},from:{data:n.fromPrefix+e.requestDataName(fc.Main)},encode:{update:gp[i].encodeEntry(e)},...p?{transform:p}:{}}]}class xp extends Dm{constructor(e,n,i){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{},o=arguments.length>4?arguments[4]:void 0;super(e,"unit",n,i,o,void 0,Cs(e)?e.view:void 0),qn(this,"markDef",void 0),qn(this,"encoding",void 0),qn(this,"specifiedScales",{}),qn(this,"stack",void 0),qn(this,"specifiedAxes",{}),qn(this,"specifiedLegends",{}),qn(this,"specifiedProjection",{}),qn(this,"selection",[]),qn(this,"children",[]);const a=Zr(e.mark)?{...e.mark}:{type:e.mark},s=a.type;void 0===a.filled&&(a.filled=function(e,t,n){let{graticule:i}=n;if(i)return!1;const r=Pn("filled",e,t),o=e.type;return U(r,o!==Rr&&o!==Ur&&o!==Br)}(a,o,{graticule:e.data&&uc(e.data)}));const l=this.encoding=function(e,n,i,r){const o={};for(const t of D(e))Ke(t)||$i(`${a=t}-encoding is dropped as ${a} is not a valid encoding channel.`);var a;for(let a of lt){if(!e[a])continue;const s=e[a];if(Pt(a)){const e=st(a),t=o[e];if(Ho(t)&&nr(t.type)&&Ho(s)&&!t.timeUnit){$i(ni(e));continue}}if("angle"!==a||"arc"!==n||e.theta||($i("Arc marks uses theta channel rather than angle, replacing angle with theta."),a=se),Ua(e,a,n)){if(a===ye&&"line"===n){const t=pa(e[a]);if(t?.aggregate){$i("Line marks cannot encode size with a non-groupby field. 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n}({encoding:l,size:Cs(e)?{...r,...e.width?{width:e.width}:{},...e.height?{height:e.height}:{}}:r}),this.stack=nl(this.markDef,l),this.specifiedScales=this.initScales(s,l),this.specifiedAxes=this.initAxes(l),this.specifiedLegends=this.initLegends(l),this.specifiedProjection=e.projection,this.selection=(e.params??[]).filter((e=>Ss(e)))}get hasProjection(){const{encoding:e}=this,t=this.mark===Xr,n=e&&Me.some((t=>Jo(e[t])));return t||n}scaleDomain(e){const t=this.specifiedScales[e];return t?t.domain:void 0}axis(e){return this.specifiedAxes[e]}legend(e){return this.specifiedLegends[e]}initScales(e,t){return It.reduce(((e,n)=>{const i=ga(t[n]);return i&&(e[n]=this.initScale(i.scale??{})),e}),{})}initScale(e){const{domain:n,range:i}=e,r=pn(e);return t.isArray(n)&&(r.domain=n.map(Sn)),t.isArray(i)&&(r.range=i.map(Sn)),r}initAxes(e){return Ft.reduce(((t,n)=>{const i=e[n];if(Jo(i)||n===Z&&Jo(e.x2)||n===ee&&Jo(e.y2)){const e=Jo(i)?i.axis:void 0;t[n]=e?this.initAxis({...e}):e}return t}),{})}initAxis(e){const t=D(e),n={};for(const i of t){const t=e[i];n[i]=Fa(t)?kn(t):Sn(t)}return n}initLegends(e){return Wt.reduce(((t,n)=>{const i=ga(e[n]);if(i&&function(e){switch(e){case me:case pe:case ge:case ye:case he:case be:case we:case ke:return!0;case xe:case $e:case ve:return!1}}(n)){const e=i.legend;t[n]=e?pn(e):e}return t}),{})}parseData(){this.component.data=Jm(this)}parseLayoutSize(){!function(e){const{size:t,component:n}=e;for(const i of Ft){const r=rt(i);if(t[r]){const e=t[r];n.layoutSize.set(r,Ns(e)?"step":e,!0)}else{const t=Gm(e,r);n.layoutSize.set(r,t,!1)}}}(this)}parseSelections(){this.component.selection=function(e,n){const i={},r=e.config.selection;if(!n||!n.length)return i;for(const o of n){const n=_(o.name),a=o.select,s=t.isString(a)?a:a.type,c=t.isObject(a)?l(a):{type:s},u=r[s];for(const e in u)"fields"!==e&&"encodings"!==e&&("mark"===e&&(c[e]={...u[e],...c[e]}),void 0!==c[e]&&!0!==c[e]||(c[e]=l(u[e]??c[e])));const f=i[n]={...c,name:n,type:s,init:o.value,bind:o.bind,events:t.isString(c.on)?t.parseSelector(c.on,"scope"):t.array(l(c.on))},d=l(o);for(const t of Eu)t.defined(f)&&t.parse&&t.parse(e,f,d)}return i}(this,this.selection)}parseMarkGroup(){this.component.mark=hp(this)}parseAxesAndHeaders(){var e;this.component.axes=(e=this,Ft.reduce(((t,n)=>(e.component.scales[n]&&(t[n]=[sp(n,e)]),t)),{}))}assembleSelectionTopLevelSignals(e){return function(e,n){let i=!1;for(const r of F(e.component.selection??{})){const o=r.name,a=t.stringValue(o+Pu);if(0===n.filter((e=>e.name===o)).length){const e="global"===r.resolve?"union":r.resolve,i="point"===r.type?", true, true)":")";n.push({name:r.name,update:`${Tu}(${a}, ${t.stringValue(e)}${i}`})}i=!0;for(const t of Eu)t.defined(r)&&t.topLevelSignals&&(n=t.topLevelSignals(e,r,n))}i&&0===n.filter((e=>"unit"===e.name)).length&&n.unshift({name:"unit",value:{},on:[{events:"pointermove",update:"isTuple(group()) ? group() : unit"}]});return yc(n)}(this,e)}assembleSignals(){return[...Xu(this),...pc(this,[])]}assembleSelectionData(e){return function(e,t){const n=[...t],i=Mu(e,{escape:!1});for(const t of F(e.component.selection??{})){const e={name:t.name+Pu};if(t.project.hasSelectionId&&(e.transform=[{type:"collect",sort:{field:xs}}]),t.init){const n=t.project.items.map(dc);e.values=t.project.hasSelectionId?t.init.map((e=>({unit:i,[xs]:mc(e,!1)[0]}))):t.init.map((e=>({unit:i,fields:n,values:mc(e,!1)})))}n.filter((e=>e.name===t.name+Pu)).length||n.push(e)}return n}(this,e)}assembleLayout(){return null}assembleLayoutSignals(){return wf(this)}assembleMarks(){let e=this.component.mark??[];return this.parent&&km(this.parent)||(e=hc(this,e)),e.map(this.correctDataNames)}assembleGroupStyle(){const{style:e}=this.view||{};return void 0!==e?e:this.encoding.x||this.encoding.y?"cell":"view"}getMapping(){return this.encoding}get mark(){return this.markDef.type}channelHasField(e){return Ta(this.encoding,e)}fieldDef(e){return pa(this.encoding[e])}typedFieldDef(e){const t=this.fieldDef(e);return Ko(t)?t:null}}class $p extends Sm{constructor(e,t,n,i,r){super(e,"layer",t,n,r,e.resolve,e.view),qn(this,"children",void 0);const o={...i,...e.width?{width:e.width}:{},...e.height?{height:e.height}:{}};this.children=e.layer.map(((e,t)=>{if(Xs(e))return new $p(e,this,this.getName(`layer_${t}`),o,r);if(Aa(e))return new xp(e,this,this.getName(`layer_${t}`),o,r);throw new Error(Bn(e))}))}parseData(){this.component.data=Jm(this);for(const e of this.children)e.parseData()}parseLayoutSize(){var e;Hm(e=this),Vm(e,"width"),Vm(e,"height")}parseSelections(){this.component.selection={};for(const e of this.children){e.parseSelections();for(const t of D(e.component.selection))this.component.selection[t]=e.component.selection[t]}}parseMarkGroup(){for(const e of this.children)e.parseMarkGroup()}parseAxesAndHeaders(){!function(e){const{axes:t,resolve:n}=e.component,i={top:0,bottom:0,right:0,left:0};for(const i of e.children){i.parseAxesAndHeaders();for(const r of D(i.component.axes))n.axis[r]=_f(e.component.resolve,r),"shared"===n.axis[r]&&(t[r]=ip(t[r],i.component.axes[r]),t[r]||(n.axis[r]="independent",delete t[r]))}for(const r of Ft){for(const o of e.children)if(o.component.axes[r]){if("independent"===n.axis[r]){t[r]=(t[r]??[]).concat(o.component.axes[r]);for(const e of o.component.axes[r]){const{value:t,explicit:n}=e.getWithExplicit("orient");if(!yn(t)){if(i[t]>0&&!n){const n=np[t];i[t]>i[n]&&e.set("orient",n,!1)}i[t]++}}}delete o.component.axes[r]}if("independent"===n.axis[r]&&t[r]&&t[r].length>1)for(const[e,n]of(t[r]||[]).entries())e>0&&n.get("grid")&&!n.explicit.grid&&(n.implicit.grid=!1)}}(this)}assembleSelectionTopLevelSignals(e){return this.children.reduce(((e,t)=>t.assembleSelectionTopLevelSignals(e)),e)}assembleSignals(){return this.children.reduce(((e,t)=>e.concat(t.assembleSignals())),Xu(this))}assembleLayoutSignals(){return this.children.reduce(((e,t)=>e.concat(t.assembleLayoutSignals())),wf(this))}assembleSelectionData(e){return this.children.reduce(((e,t)=>t.assembleSelectionData(e)),e)}assembleGroupStyle(){const e=new Set;for(const n of this.children)for(const i of t.array(n.assembleGroupStyle()))e.add(i);const n=Array.from(e);return n.length>1?n:1===n.length?n[0]:void 0}assembleTitle(){let e=super.assembleTitle();if(e)return e;for(const t of this.children)if(e=t.assembleTitle(),e)return e}assembleLayout(){return null}assembleMarks(){return function(e,t){for(const n of e.children)xm(n)&&(t=hc(n,t));return t}(this,this.children.flatMap((e=>e.assembleMarks())))}assembleLegends(){return this.children.reduce(((e,t)=>e.concat(t.assembleLegends())),Vf(this))}}function wp(e,t,n,i,r){if(To(e))return new Xm(e,t,n,r);if(Xs(e))return new $p(e,t,n,i,r);if(Aa(e))return new xp(e,t,n,i,r);if(function(e){return zs(e)||Os(e)||Fs(e)}(e))return new Km(e,t,n,r);throw new Error(Bn(e))}const kp=n;e.accessPathDepth=q,e.accessPathWithDatum=A,e.compile=function(e){let n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};var i;n.logger&&(i=n.logger,xi=i),n.fieldTitle&&ca(n.fieldTitle);try{const i=Bs(t.mergeConfig(n.config,e.config)),r=Il(e,i),o=wp(r,null,"",void 0,i);o.parse(),function(e,t){Md(e.sources);let n=0,i=0;for(let i=0;i2&&void 0!==arguments[2]?arguments[2]:{},i=arguments.length>3?arguments[3]:void 0;const r=e.config?Gs(e.config):void 0,o=[].concat(e.assembleSelectionData([]),function(e,t){const n=[],i=Um(n);let r=0;for(const t of e.sources){t.hasName()||(t.dataName="source_"+r++);const e=t.assemble();i(t,e)}for(const e of n)0===e.transform.length&&delete e.transform;let o=0;for(const[e,t]of n.entries())0!==(t.transform??[]).length||t.source||n.splice(o++,0,n.splice(e,1)[0]);for(const t of n)for(const n of t.transform??[])"lookup"===n.type&&(n.from=e.outputNodes[n.from].getSource());for(const e of n)e.name in t&&(e.values=t[e.name]);return 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Cf extends Jl{}const Pf={symbols:function(e,n){let{fieldOrDatumDef:i,model:r,channel:o,legendCmpt:a,legendType:s}=n;if("symbol"!==s)return;const{markDef:l,encoding:c,config:u,mark:f}=r,d=l.filled&&"trail"!==f;let m={..._n({},r,eo),...Qc(r,{filled:d})};const p=a.get("symbolOpacity")??u.legend.symbolOpacity,g=a.get("symbolFillColor")??u.legend.symbolFillColor,h=a.get("symbolStrokeColor")??u.legend.symbolStrokeColor,y=void 0===p?Af(c.opacity)??l.opacity:void 0;if(m.fill)if("fill"===o||d&&o===me)delete m.fill;else if(m.fill.field)g?delete m.fill:(m.fill=Fn(u.legend.symbolBaseFillColor??"black"),m.fillOpacity=Fn(y??1));else if(t.isArray(m.fill)){const e=jf(c.fill??c.color)??l.fill??(d&&l.color);e&&(m.fill=Fn(e))}if(m.stroke)if("stroke"===o||!d&&o===me)delete m.stroke;else if(m.stroke.field||h)delete m.stroke;else if(t.isArray(m.stroke)){const e=U(jf(c.stroke||c.color),l.stroke,d?l.color:void 0);e&&(m.stroke={value:e})}if(o!==be){const e=Ho(i)&&Ef(r,a,i);e?m.opacity=[{test:e,...Fn(y??1)},Fn(u.legend.unselectedOpacity)]:y&&(m.opacity=Fn(y))}return m={...m,...e},S(m)?void 0:m},gradient:function(e,t){let{model:n,legendType:i,legendCmpt:r}=t;if("gradient"!==i)return;const{config:o,markDef:a,encoding:s}=n;let l={};const c=void 0===(r.get("gradientOpacity")??o.legend.gradientOpacity)?Af(s.opacity)||a.opacity:void 0;c&&(l.opacity=Fn(c));return l={...l,...e},S(l)?void 0:l},labels:function(e,t){let{fieldOrDatumDef:n,model:i,channel:r,legendCmpt:o}=t;const a=i.legend(r)||{},s=i.config,l=Ho(n)?Ef(i,o,n):void 0,c=l?[{test:l,value:1},{value:s.legend.unselectedOpacity}]:void 0,{format:u,formatType:f}=a;let d;go(f)?d=xo({fieldOrDatumDef:n,field:"datum.value",format:u,formatType:f,config:s}):void 0===u&&void 0===f&&s.customFormatTypes&&("quantitative"===n.type&&s.numberFormatType?d=xo({fieldOrDatumDef:n,field:"datum.value",format:s.numberFormat,formatType:s.numberFormatType,config:s}):"temporal"===n.type&&s.timeFormatType&&Ho(n)&&void 0===n.timeUnit&&(d=xo({fieldOrDatumDef:n,field:"datum.value",format:s.timeFormat,formatType:s.timeFormatType,config:s})));const m={...c?{opacity:c}:{},...d?{text:d}:{},...e};return S(m)?void 0:m},entries:function(e,t){let{legendCmpt:n}=t;const i=n.get("selections");return i?.length?{...e,fill:{value:"transparent"}}:e}};function Af(e){return Tf(e,((e,t)=>Math.max(e,t.value)))}function jf(e){return Tf(e,((e,t)=>U(e,t.value)))}function Tf(e,n){return function(e){const n=e?.condition;return!!n&&(t.isArray(n)||Zo(n))}(e)?t.array(e.condition).reduce(n,e.value):Zo(e)?e.value:void 0}function Ef(e,n,i){const r=n.get("selections");if(!r?.length)return;const o=t.stringValue(i.field);return r.map((e=>`(!length(data(${t.stringValue(_(e)+Pu)})) || (${e}[${o}] && indexof(${e}[${o}], datum.value) >= 0))`)).join(" || ")}const Mf={direction:e=>{let{direction:t}=e;return t},format:e=>{let{fieldOrDatumDef:t,legend:n,config:i}=e;const{format:r,formatType:o}=n;return $o(t,t.type,r,o,i,!1)},formatType:e=>{let{legend:t,fieldOrDatumDef:n,scaleType:i}=e;const{formatType:r}=t;return wo(r,n,i)},gradientLength:e=>{const{legend:t,legendConfig:n}=e;return t.gradientLength??n.gradientLength??function(e){let{legendConfig:t,model:n,direction:i,orient:r,scaleType:o}=e;const{gradientHorizontalMaxLength:a,gradientHorizontalMinLength:s,gradientVerticalMaxLength:l,gradientVerticalMinLength:c}=t;if(wr(o))return"horizontal"===i?"top"===r||"bottom"===r?Uf(n,"width",s,a):s:Uf(n,"height",c,l);return}(e)},labelOverlap:e=>{let{legend:t,legendConfig:n,scaleType:i}=e;return t.labelOverlap??n.labelOverlap??function(e){if(p(["quantile","threshold","log","symlog"],e))return"greedy";return}(i)},symbolType:e=>{let{legend:t,markDef:n,channel:i,encoding:r}=e;return t.symbolType??function(e,t,n,i){if("shape"!==t){const e=jf(n)??i;if(e)return e}switch(e){case"bar":case"rect":case"image":case"square":return"square";case"line":case"trail":case"rule":return"stroke";case"arc":case"point":case"circle":case"tick":case"geoshape":case"area":case"text":return"circle"}}(n.type,i,r.shape,n.shape)},title:e=>{let{fieldOrDatumDef:t,config:n}=e;return ua(t,n,{allowDisabling:!0})},type:e=>{let{legendType:t,scaleType:n,channel:i}=e;if(qe(i)&&wr(n)){if("gradient"===t)return}else if("symbol"===t)return;return t},values:e=>{let{fieldOrDatumDef:n,legend:i}=e;return function(e,n){const i=e.values;if(t.isArray(i))return ka(n,i);if(yn(i))return i;return}(i,n)}};function Lf(e){const{legend:t}=e;return U(t.type,function(e){let{channel:t,timeUnit:n,scaleType:i}=e;if(qe(t)){if(p(["quarter","month","day"],n))return"symbol";if(wr(i))return"gradient"}return"symbol"}(e))}function qf(e){let{legendConfig:t,legendType:n,orient:i,legend:r}=e;return r.direction??t[n?"gradientDirection":"symbolDirection"]??function(e,t){switch(e){case"top":case"bottom":return"horizontal";case"left":case"right":case"none":case void 0:return;default:return"gradient"===t?"horizontal":void 0}}(i,n)}function Uf(e,t,n,i){return{signal:`clamp(${e.getSizeSignalRef(t).signal}, ${n}, ${i})`}}function Rf(e){const t=xm(e)?function(e){const{encoding:t}=e,n={};for(const i of[me,...bs]){const r=ga(t[i]);r&&e.getScaleComponent(i)&&(i===he&&Ho(r)&&r.type===lr||(n[i]=Bf(e,i)))}return n}(e):function(e){const{legends:t,resolve:n}=e.component;for(const i of e.children){Rf(i);for(const r of D(i.component.legends))n.legend[r]=_f(e.component.resolve,r),"shared"===n.legend[r]&&(t[r]=If(t[r],i.component.legends[r]),t[r]||(n.legend[r]="independent",delete t[r]))}for(const i of D(t))for(const t of e.children)t.component.legends[i]&&"shared"===n.legend[i]&&delete t.component.legends[i];return t}(e);return e.component.legends=t,t}function Wf(e,t,n,i){switch(t){case"disable":return void 0!==n;case"values":return!!n?.values;case"title":if("title"===t&&e===i?.title)return!0}return e===(n||{})[t]}function Bf(e,t){let n=e.legend(t);const{markDef:i,encoding:r,config:o}=e,a=o.legend,s=new Cf({},function(e,t){const n=e.scaleName(t);if("trail"===e.mark){if("color"===t)return{stroke:n};if("size"===t)return{strokeWidth:n}}return"color"===t?e.markDef.filled?{fill:n}:{stroke:n}:{[t]:n}}(e,t));!function(e,t,n){const i=e.fieldDef(t)?.field;for(const r of F(e.component.selection??{})){const e=r.project.hasField[i]??r.project.hasChannel[t];if(e&&ku.defined(r)){const t=n.get("selections")??[];t.push(r.name),n.set("selections",t,!1),e.hasLegend=!0}}}(e,t,s);const l=void 0!==n?!n:a.disable;if(s.set("disable",l,void 0!==n),l)return s;n=n||{};const c=e.getScaleComponent(t).get("type"),u=ga(r[t]),f=Ho(u)?Ui(u.timeUnit)?.unit:void 0,d=n.orient||o.legend.orient||"right",m=Lf({legend:n,channel:t,timeUnit:f,scaleType:c}),p={legend:n,channel:t,model:e,markDef:i,encoding:r,fieldOrDatumDef:u,legendConfig:a,config:o,scaleType:c,orient:d,legendType:m,direction:qf({legend:n,legendType:m,orient:d,legendConfig:a})};for(const i of Nf){if("gradient"===m&&i.startsWith("symbol")||"symbol"===m&&i.startsWith("gradient"))continue;const r=i in Mf?Mf[i](p):n[i];if(void 0!==r){const a=Wf(r,i,n,e.fieldDef(t));(a||void 0===o.legend[i])&&s.set(i,r,a)}}const g=n?.encoding??{},h=s.get("selections"),y={},v={fieldOrDatumDef:u,model:e,channel:t,legendCmpt:s,legendType:m};for(const t of["labels","legend","title","symbols","gradient","entries"]){const n=zf(g[t]??{},e),i=t in Pf?Pf[t](n,v):n;void 0===i||S(i)||(y[t]={...h?.length&&Ho(u)?{name:`${_(u.field)}_legend_${t}`}:{},...h?.length?{interactive:!!h}:{},update:i})}return S(y)||s.set("encode",y,!!n?.encoding),s}function If(e,t){if(!e)return t.clone();const n=e.getWithExplicit("orient"),i=t.getWithExplicit("orient");if(n.explicit&&i.explicit&&n.value!==i.value)return;let r=!1;for(const n of Nf){const i=nc(e.getWithExplicit(n),t.getWithExplicit(n),n,"legend",((e,t)=>{switch(n){case"symbolType":return Hf(e,t);case"title":return Ln(e,t);case"type":return r=!0,Zl("symbol")}return tc(e,t,n,"legend")}));e.setWithExplicit(n,i)}return r&&(e.implicit?.encode?.gradient&&C(e.implicit,["encode","gradient"]),e.explicit?.encode?.gradient&&C(e.explicit,["encode","gradient"])),e}function Hf(e,t){return"circle"===t.value?t:e}function Vf(e){const t=e.component.legends,n={};for(const i of D(t)){const r=X(e.getScaleComponent(i).get("domains"));if(n[r])for(const e of n[r]){If(e,t[i])||n[r].push(t[i])}else n[r]=[t[i].clone()]}return F(n).flat().map((t=>function(e,t){const{disable:n,labelExpr:i,selections:r,...o}=e.combine();if(n)return;!1===t.aria&&null==o.aria&&(o.aria=!1);if(o.encode?.symbols){const e=o.encode.symbols.update;!e.fill||"transparent"===e.fill.value||e.stroke||o.stroke||(e.stroke={value:"transparent"});for(const t of bs)o[t]&&delete e[t]}o.title||delete o.title;if(void 0!==i){let e=i;o.encode?.labels?.update&&yn(o.encode.labels.update.text)&&(e=M(i,"datum.label",o.encode.labels.update.text.signal)),function(e,t,n,i){e.encode??={},e.encode[t]??={},e.encode[t].update??={},e.encode[t].update[n]=i}(o,"labels","text",{signal:e})}return o}(t,e.config))).filter((e=>void 0!==e))}function Gf(e){return km(e)||wm(e)?function(e){return e.children.reduce(((e,t)=>e.concat(t.assembleProjections())),Yf(e))}(e):Yf(e)}function Yf(e){const t=e.component.projection;if(!t||t.merged)return[];const n=t.combine(),{name:i}=n;if(t.data){const r={signal:`[${t.size.map((e=>e.signal)).join(", ")}]`},o=t.data.reduce(((t,n)=>{const i=yn(n)?n.signal:`data('${e.lookupDataSource(n)}')`;return p(t,i)||t.push(i),t}),[]);if(o.length<=0)throw new Error("Projection's fit didn't find any data sources");return[{name:i,size:r,fit:{signal:o.length>1?`[${o.join(", ")}]`:o[0]},...n}]}return[{name:i,translate:{signal:"[width / 2, height / 2]"},...n}]}const Xf=["type","clipAngle","clipExtent","center","rotate","precision","reflectX","reflectY","coefficient","distance","fraction","lobes","parallel","radius","ratio","spacing","tilt"];class Qf extends Jl{constructor(e,t,n,i){super({...t},{name:e}),this.specifiedProjection=t,this.size=n,this.data=i,qn(this,"merged",!1)}get isFit(){return!!this.data}}function Jf(e){e.component.projection=xm(e)?function(e){if(e.hasProjection){const t=pn(e.specifiedProjection),n=!(t&&(null!=t.scale||null!=t.translate)),i=n?[e.getSizeSignalRef("width"),e.getSizeSignalRef("height")]:void 0,r=n?function(e){const t=[],{encoding:n}=e;for(const i of[[ue,ce],[de,fe]])(ga(n[i[0]])||ga(n[i[1]]))&&t.push({signal:e.getName(`geojson_${t.length}`)});e.channelHasField(he)&&e.typedFieldDef(he).type===lr&&t.push({signal:e.getName(`geojson_${t.length}`)});0===t.length&&t.push(e.requestDataName(fc.Main));return t}(e):void 0,o=new Qf(e.projectionName(!0),{...pn(e.config.projection)??{},...t??{}},i,r);return o.get("type")||o.set("type","equalEarth",!1),o}return}(e):function(e){if(0===e.children.length)return;let n;for(const t of e.children)Jf(t);const i=h(e.children,(e=>{const i=e.component.projection;if(i){if(n){const e=function(e,n){const i=h(Xf,(i=>!t.hasOwnProperty(e.explicit,i)&&!t.hasOwnProperty(n.explicit,i)||!!(t.hasOwnProperty(e.explicit,i)&&t.hasOwnProperty(n.explicit,i)&&Y(e.get(i),n.get(i)))));if(Y(e.size,n.size)){if(i)return e;if(Y(e.explicit,{}))return n;if(Y(n.explicit,{}))return e}return null}(n,i);return e&&(n=e),!!e}return n=i,!0}return!0}));if(n&&i){const t=e.projectionName(!0),i=new Qf(t,n.specifiedProjection,n.size,l(n.data));for(const n of e.children){const e=n.component.projection;e&&(e.isFit&&i.data.push(...n.component.projection.data),n.renameProjection(e.get("name"),t),e.merged=!0)}return i}return}(e)}function Kf(e,t,n,i){if(Sa(t,n)){const r=xm(e)?e.axis(n)??e.legend(n)??{}:{},o=oa(t,{expr:"datum"}),a=oa(t,{expr:"datum",binSuffix:"end"});return{formulaAs:oa(t,{binSuffix:"range",forAs:!0}),formula:Fo(o,a,r.format,r.formatType,i)}}return{}}function Zf(e,t){return`${sn(e)}_${t}`}function ed(e,t,n){const i=Zf(ba(n,void 0)??{},t);return e.getName(`${i}_bins`)}function td(e,n,i){let r,o;r=function(e){return"as"in e}(e)?t.isString(e.as)?[e.as,`${e.as}_end`]:[e.as[0],e.as[1]]:[oa(e,{forAs:!0}),oa(e,{binSuffix:"end",forAs:!0})];const a={...ba(n,void 0)},s=Zf(a,e.field),{signal:l,extentSignal:c}=function(e,t){return{signal:e.getName(`${t}_bins`),extentSignal:e.getName(`${t}_extent`)}}(i,s);if(fn(a.extent)){const e=a.extent;o=Hu(i,e.param,e),delete a.extent}return{key:s,binComponent:{bin:a,field:e.field,as:[r],...l?{signal:l}:{},...c?{extentSignal:c}:{},...o?{span:o}:{}}}}class nd extends vc{clone(){return new nd(null,l(this.bins))}constructor(e,t){super(e),this.bins=t}static makeFromEncoding(e,t){const n=t.reduceFieldDef(((e,n,i)=>{if(Ko(n)&&ln(n.bin)){const{key:r,binComponent:o}=td(n,n.bin,t);e[r]={...o,...e[r],...Kf(t,n,i,t.config)}}return e}),{});return S(n)?null:new nd(e,n)}static makeFromTransform(e,t,n){const{key:i,binComponent:r}=td(t,t.bin,n);return new nd(e,{[i]:r})}merge(e,t){for(const n of D(e.bins))n in this.bins?(t(e.bins[n].signal,this.bins[n].signal),this.bins[n].as=b([...this.bins[n].as,...e.bins[n].as],d)):this.bins[n]=e.bins[n];for(const t of e.children)e.removeChild(t),t.parent=this;e.remove()}producedFields(){return new Set(F(this.bins).map((e=>e.as)).flat(2))}dependentFields(){return new Set(F(this.bins).map((e=>e.field)))}hash(){return`Bin ${d(this.bins)}`}assemble(){return F(this.bins).flatMap((e=>{const t=[],[n,...i]=e.as,{extent:r,...o}=e.bin,a={type:"bin",field:E(e.field),as:n,signal:e.signal,...fn(r)?{extent:null}:{extent:r},...e.span?{span:{signal:`span(${e.span})`}}:{},...o};!r&&e.extentSignal&&(t.push({type:"extent",field:E(e.field),signal:e.extentSignal}),a.extent={signal:e.extentSignal}),t.push(a);for(const e of i)for(let i=0;i<2;i++)t.push({type:"formula",expr:oa({field:n[i]},{expr:"datum"}),as:e[i]});return e.formula&&t.push({type:"formula",expr:e.formula,as:e.formulaAs}),t}))}}function id(e,n,i,r){const o=xm(r)?r.encoding[it(n)]:void 0;if(Ko(i)&&xm(r)&&Uo(i,o,r.markDef,r.config)){e.add(oa(i,{})),e.add(oa(i,{suffix:"end"}));const{mark:t,markDef:o,config:a}=r,s=Lo({fieldDef:i,markDef:o,config:a});Jr(t)&&.5!==s&&zt(n)&&(e.add(oa(i,{suffix:kc})),e.add(oa(i,{suffix:Sc}))),i.bin&&Sa(i,n)&&e.add(oa(i,{binSuffix:"range"}))}else if(Ee(n)){const t=Te(n);e.add(r.getName(t))}else e.add(oa(i));return ea(i)&&function(e){return t.isObject(e)&&"field"in e}(i.scale?.range)&&e.add(i.scale.range.field),e}class rd extends vc{clone(){return new rd(null,new Set(this.dimensions),l(this.measures))}constructor(e,t,n){super(e),this.dimensions=t,this.measures=n}get groupBy(){return this.dimensions}static makeFromEncoding(e,t){let n=!1;t.forEachFieldDef((e=>{e.aggregate&&(n=!0)}));const i={},r=new Set;return n?(t.forEachFieldDef(((e,n)=>{const{aggregate:o,field:a}=e;if(o)if("count"===o)i["*"]??={},i["*"].count=new Set([oa(e,{forAs:!0})]);else{if(Zt(o)||en(o)){const e=Zt(o)?"argmin":"argmax",t=o[e];i[t]??={},i[t][e]=new Set([oa({op:e,field:t},{forAs:!0})])}else i[a]??={},i[a][o]=new Set([oa(e,{forAs:!0})]);Ht(n)&&"unaggregated"===t.scaleDomain(n)&&(i[a]??={},i[a].min=new Set([oa({field:a,aggregate:"min"},{forAs:!0})]),i[a].max=new Set([oa({field:a,aggregate:"max"},{forAs:!0})]))}else id(r,n,e,t)})),r.size+D(i).length===0?null:new rd(e,r,i)):null}static makeFromTransform(e,t){const n=new Set,i={};for(const e of t.aggregate){const{op:t,field:n,as:r}=e;t&&("count"===t?(i["*"]??={},i["*"].count=new Set([r||oa(e,{forAs:!0})])):(i[n]??={},i[n][t]=new Set([r||oa(e,{forAs:!0})])))}for(const e of t.groupby??[])n.add(e);return n.size+D(i).length===0?null:new rd(e,n,i)}merge(e){return x(this.dimensions,e.dimensions)?(function(e,t){for(const n of D(t)){const i=t[n];for(const t of D(i))n in e?e[n][t]=new Set([...e[n][t]??[],...i[t]]):e[n]={[t]:i[t]}}}(this.measures,e.measures),!0):(function(){xi.debug(...arguments)}("different dimensions, cannot merge"),!1)}addDimensions(e){e.forEach(this.dimensions.add,this.dimensions)}dependentFields(){return new Set([...this.dimensions,...D(this.measures)])}producedFields(){const e=new Set;for(const t of D(this.measures))for(const n of D(this.measures[t])){const i=this.measures[t][n];0===i.size?e.add(`${n}_${t}`):i.forEach(e.add,e)}return e}hash(){return`Aggregate ${d({dimensions:this.dimensions,measures:this.measures})}`}assemble(){const e=[],t=[],n=[];for(const i of D(this.measures))for(const r of D(this.measures[i]))for(const o of this.measures[i][r])n.push(o),e.push(r),t.push("*"===i?null:E(i));return{type:"aggregate",groupby:[...this.dimensions].map(E),ops:e,fields:t,as:n}}}class od extends vc{constructor(e,n,i,r){super(e),this.model=n,this.name=i,this.data=r,qn(this,"column",void 0),qn(this,"row",void 0),qn(this,"facet",void 0),qn(this,"childModel",void 0);for(const e of Re){const i=n.facet[e];if(i){const{bin:r,sort:o}=i;this[e]={name:n.getName(`${e}_domain`),fields:[oa(i),...ln(r)?[oa(i,{binSuffix:"end"})]:[]],...Co(o)?{sortField:o}:t.isArray(o)?{sortIndexField:af(i,e)}:{}}}}this.childModel=n.child}hash(){let e="Facet";for(const t of Re)this[t]&&(e+=` ${t.charAt(0)}:${d(this[t])}`);return e}get fields(){const e=[];for(const t of Re)this[t]?.fields&&e.push(...this[t].fields);return e}dependentFields(){const e=new Set(this.fields);for(const t of Re)this[t]&&(this[t].sortField&&e.add(this[t].sortField.field),this[t].sortIndexField&&e.add(this[t].sortIndexField));return e}producedFields(){return new Set}getSource(){return this.name}getChildIndependentFieldsWithStep(){const e={};for(const t of Ft){const n=this.childModel.component.scales[t];if(n&&!n.merged){const i=n.get("type"),r=n.get("range");if(xr(i)&&vn(r)){const n=Qd(Jd(this.childModel,t));n?e[t]=n:$i(Yn(t))}}}return e}assembleRowColumnHeaderData(e,t,n){const i={row:"y",column:"x",facet:void 0}[e],r=[],o=[],a=[];i&&n&&n[i]&&(t?(r.push(`distinct_${n[i]}`),o.push("max")):(r.push(n[i]),o.push("distinct")),a.push(`distinct_${n[i]}`));const{sortField:s,sortIndexField:l}=this[e];if(s){const{op:e=zo,field:t}=s;r.push(t),o.push(e),a.push(oa(s,{forAs:!0}))}else l&&(r.push(l),o.push("max"),a.push(l));return{name:this[e].name,source:t??this.data,transform:[{type:"aggregate",groupby:this[e].fields,...r.length?{fields:r,ops:o,as:a}:{}}]}}assembleFacetHeaderData(e){const{columns:t}=this.model.layout,{layoutHeaders:n}=this.model.component,i=[],r={};for(const e of uf){for(const t of ff){const i=(n[e]&&n[e][t])??[];for(const t of i)if(t.axes?.length>0){r[e]=!0;break}}if(r[e]){const n=`length(data("${this.facet.name}"))`,r="row"===e?t?{signal:`ceil(${n} / ${t})`}:1:t?{signal:`min(${n}, ${t})`}:{signal:n};i.push({name:`${this.facet.name}_${e}`,transform:[{type:"sequence",start:0,stop:r}]})}}const{row:o,column:a}=r;return(o||a)&&i.unshift(this.assembleRowColumnHeaderData("facet",null,e)),i}assemble(){const e=[];let t=null;const n=this.getChildIndependentFieldsWithStep(),{column:i,row:r,facet:o}=this;if(i&&r&&(n.x||n.y)){t=`cross_${this.column.name}_${this.row.name}`;const i=[].concat(n.x??[],n.y??[]),r=i.map((()=>"distinct"));e.push({name:t,source:this.data,transform:[{type:"aggregate",groupby:this.fields,fields:i,ops:r}]})}for(const i of[J,Q])this[i]&&e.push(this.assembleRowColumnHeaderData(i,t,n));if(o){const t=this.assembleFacetHeaderData(n);t&&e.push(...t)}return e}}function ad(e){return e.startsWith("'")&&e.endsWith("'")||e.startsWith('"')&&e.endsWith('"')?e.slice(1,-1):e}function sd(e){const n={};return a(e.filter,(e=>{if(Ji(e)){let i=null;Ii(e)?i=Sn(e.equal):Vi(e)?i=Sn(e.lte):Hi(e)?i=Sn(e.lt):Gi(e)?i=Sn(e.gt):Yi(e)?i=Sn(e.gte):Xi(e)?i=e.range[0]:Qi(e)&&(i=(e.oneOf??e.in)[0]),i&&(wi(i)?n[e.field]="date":t.isNumber(i)?n[e.field]="number":t.isString(i)&&(n[e.field]="string")),e.timeUnit&&(n[e.field]="date")}})),n}function ld(e){const n={};function i(e){var i;$a(e)?n[e.field]="date":"quantitative"===e.type&&(i=e.aggregate,t.isString(i)&&p(["min","max"],i))?n[e.field]="number":q(e.field)>1?e.field in n||(n[e.field]="flatten"):ea(e)&&Co(e.sort)&&q(e.sort.field)>1&&(e.sort.field in n||(n[e.sort.field]="flatten"))}if((xm(e)||$m(e))&&e.forEachFieldDef(((t,n)=>{if(Ko(t))i(t);else{const r=tt(n),o=e.fieldDef(r);i({...t,type:o.type})}})),xm(e)){const{mark:t,markDef:i,encoding:r}=e;if(Qr(t)&&!e.encoding.order){const e=r["horizontal"===i.orient?"y":"x"];Ho(e)&&"quantitative"===e.type&&!(e.field in n)&&(n[e.field]="number")}}return n}class cd extends vc{clone(){return new cd(null,l(this._parse))}constructor(e,t){super(e),qn(this,"_parse",void 0),this._parse=t}hash(){return`Parse ${d(this._parse)}`}static makeExplicit(e,t,n){let i={};const r=t.data;return!sc(r)&&r?.format?.parse&&(i=r.format.parse),this.makeWithAncestors(e,i,{},n)}static makeWithAncestors(e,t,n,i){for(const e of D(n)){const t=i.getWithExplicit(e);void 0!==t.value&&(t.explicit||t.value===n[e]||"derived"===t.value||"flatten"===n[e]?delete n[e]:$i(ei(e,n[e],t.value)))}for(const e of D(t)){const n=i.get(e);void 0!==n&&(n===t[e]?delete t[e]:$i(ei(e,t[e],n)))}const r=new Jl(t,n);i.copyAll(r);const o={};for(const e of D(r.combine())){const t=r.get(e);null!==t&&(o[e]=t)}return 0===D(o).length||i.parseNothing?null:new cd(e,o)}get parse(){return this._parse}merge(e){this._parse={...this._parse,...e.parse},e.remove()}assembleFormatParse(){const e={};for(const t of D(this._parse)){const n=this._parse[t];1===q(t)&&(e[t]=n)}return e}producedFields(){return new Set(D(this._parse))}dependentFields(){return new Set(D(this._parse))}assembleTransforms(){let e=arguments.length>0&&void 0!==arguments[0]&&arguments[0];return D(this._parse).filter((t=>!e||q(t)>1)).map((e=>{const t=function(e,t){const n=A(e);if("number"===t)return`toNumber(${n})`;if("boolean"===t)return`toBoolean(${n})`;if("string"===t)return`toString(${n})`;if("date"===t)return`toDate(${n})`;if("flatten"===t)return n;if(t.startsWith("date:"))return`timeParse(${n},'${ad(t.slice(5,t.length))}')`;if(t.startsWith("utc:"))return`utcParse(${n},'${ad(t.slice(4,t.length))}')`;return $i(`Unrecognized parse "${t}".`),null}(e,this._parse[e]);if(!t)return null;return{type:"formula",expr:t,as:L(e)}})).filter((e=>null!==e))}}class ud extends vc{clone(){return new ud(null)}constructor(e){super(e)}dependentFields(){return new Set}producedFields(){return new Set([xs])}hash(){return"Identifier"}assemble(){return{type:"identifier",as:xs}}}class fd extends vc{clone(){return new fd(null,this.params)}constructor(e,t){super(e),this.params=t}dependentFields(){return new Set}producedFields(){}hash(){return`Graticule ${d(this.params)}`}assemble(){return{type:"graticule",...!0===this.params?{}:this.params}}}class dd extends vc{clone(){return new dd(null,this.params)}constructor(e,t){super(e),this.params=t}dependentFields(){return new Set}producedFields(){return new Set([this.params.as??"data"])}hash(){return`Hash ${d(this.params)}`}assemble(){return{type:"sequence",...this.params}}}class md extends vc{constructor(e){let t;if(super(null),qn(this,"_data",void 0),qn(this,"_name",void 0),qn(this,"_generator",void 0),e??={name:"source"},sc(e)||(t=e.format?{...f(e.format,["parse"])}:{}),oc(e))this._data={values:e.values};else if(rc(e)){if(this._data={url:e.url},!t.type){let n=/(?:\.([^.]+))?$/.exec(e.url)[1];p(["json","csv","tsv","dsv","topojson"],n)||(n="json"),t.type=n}}else cc(e)?this._data={values:[{type:"Sphere"}]}:(ac(e)||sc(e))&&(this._data={});this._generator=sc(e),e.name&&(this._name=e.name),t&&!S(t)&&(this._data.format=t)}dependentFields(){return new Set}producedFields(){}get data(){return this._data}hasName(){return!!this._name}get isGenerator(){return this._generator}get dataName(){return this._name}set dataName(e){this._name=e}set parent(e){throw new Error("Source nodes have to be roots.")}remove(){throw new Error("Source nodes are roots and cannot be removed.")}hash(){throw new Error("Cannot hash sources")}assemble(){return{name:this._name,...this._data,transform:[]}}}function pd(e){return e instanceof md||e instanceof fd||e instanceof dd}var gd=new WeakMap;class hd{constructor(){Wn(this,gd,{writable:!0,value:void 0}),Un(this,gd,!1)}setModified(){Un(this,gd,!0)}get modifiedFlag(){return function(e,t){return t.get?t.get.call(e):t.value}(e=this,Rn(e,gd,"get"));var e}}class yd extends hd{getNodeDepths(e,t,n){n.set(e,t);for(const i of e.children)this.getNodeDepths(i,t+1,n);return n}optimize(e){const t=[...this.getNodeDepths(e,0,new Map).entries()].sort(((e,t)=>t[1]-e[1]));for(const e of t)this.run(e[0]);return this.modifiedFlag}}class vd extends hd{optimize(e){this.run(e);for(const t of e.children)this.optimize(t);return this.modifiedFlag}}class bd extends vd{mergeNodes(e,t){const n=t.shift();for(const i of t)e.removeChild(i),i.parent=n,i.remove()}run(e){const t=e.children.map((e=>e.hash())),n={};for(let i=0;i1&&(this.setModified(),this.mergeNodes(e,n[t]))}}class xd extends vd{constructor(e){super(),qn(this,"requiresSelectionId",void 0),this.requiresSelectionId=e&&Lu(e)}run(e){e instanceof ud&&(this.requiresSelectionId&&(pd(e.parent)||e.parent instanceof rd||e.parent instanceof cd)||(this.setModified(),e.remove()))}}class $d extends hd{optimize(e){return this.run(e,new Set),this.modifiedFlag}run(e,t){let n=new Set;e instanceof wc&&(n=e.producedFields(),$(n,t)&&(this.setModified(),e.removeFormulas(t),0===e.producedFields.length&&e.remove()));for(const i of e.children)this.run(i,new Set([...t,...n]))}}class wd extends vd{constructor(){super()}run(e){e instanceof bc&&!e.isRequired()&&(this.setModified(),e.remove())}}class kd extends yd{run(e){if(!(pd(e)||e.numChildren()>1))for(const t of e.children)if(t instanceof cd)if(e instanceof cd)this.setModified(),e.merge(t);else{if(k(e.producedFields(),t.dependentFields()))continue;this.setModified(),t.swapWithParent()}}}class Sd extends yd{run(e){const t=[...e.children],n=e.children.filter((e=>e instanceof cd));if(e.numChildren()>1&&n.length>=1){const i={},r=new Set;for(const e of n){const t=e.parse;for(const e of D(t))e in i?i[e]!==t[e]&&r.add(e):i[e]=t[e]}for(const e of r)delete i[e];if(!S(i)){this.setModified();const n=new cd(e,i);for(const r of t){if(r instanceof cd)for(const e of D(i))delete r.parse[e];e.removeChild(r),r.parent=n,r instanceof cd&&0===D(r.parse).length&&r.remove()}}}}}class Dd extends yd{run(e){e instanceof bc||e.numChildren()>0||e instanceof od||e instanceof md||(this.setModified(),e.remove())}}class Fd extends yd{run(e){const t=e.children.filter((e=>e instanceof wc)),n=t.pop();for(const e of t)this.setModified(),n.merge(e)}}class zd extends yd{run(e){const t=e.children.filter((e=>e instanceof rd)),n={};for(const e of t){const t=d(e.groupBy);t in n||(n[t]=[]),n[t].push(e)}for(const t of D(n)){const i=n[t];if(i.length>1){const t=i.pop();for(const n of i)t.merge(n)&&(e.removeChild(n),n.parent=t,n.remove(),this.setModified())}}}}class Od extends yd{constructor(e){super(),this.model=e}run(e){const t=!(pd(e)||e instanceof Bu||e instanceof cd||e instanceof ud),n=[],i=[];for(const r of e.children)r instanceof nd&&(t&&!k(e.producedFields(),r.dependentFields())?n.push(r):i.push(r));if(n.length>0){const t=n.pop();for(const e of n)t.merge(e,this.model.renameSignal.bind(this.model));this.setModified(),e instanceof nd?e.merge(t,this.model.renameSignal.bind(this.model)):t.swapWithParent()}if(i.length>1){const e=i.pop();for(const t of i)e.merge(t,this.model.renameSignal.bind(this.model));this.setModified()}}}class _d extends yd{run(e){const t=[...e.children];if(!g(t,(e=>e instanceof bc))||e.numChildren()<=1)return;const n=[];let i;for(const r of t)if(r instanceof bc){let t=r;for(;1===t.numChildren();){const[e]=t.children;if(!(e instanceof bc))break;t=e}n.push(...t.children),i?(e.removeChild(r),r.parent=i.parent,i.parent.removeChild(i),i.parent=t,this.setModified()):i=t}else n.push(r);if(n.length){this.setModified();for(const e of n)e.parent.removeChild(e),e.parent=i}}}class Nd extends vc{clone(){return new Nd(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}addDimensions(e){this.transform.groupby=b(this.transform.groupby.concat(e),(e=>e))}dependentFields(){const e=new Set;return this.transform.groupby&&this.transform.groupby.forEach(e.add,e),this.transform.joinaggregate.map((e=>e.field)).filter((e=>void 0!==e)).forEach(e.add,e),e}producedFields(){return new Set(this.transform.joinaggregate.map(this.getDefaultName))}getDefaultName(e){return e.as??oa(e)}hash(){return`JoinAggregateTransform ${d(this.transform)}`}assemble(){const e=[],t=[],n=[];for(const i of this.transform.joinaggregate)t.push(i.op),n.push(this.getDefaultName(i)),e.push(void 0===i.field?null:i.field);const i=this.transform.groupby;return{type:"joinaggregate",as:n,ops:t,fields:e,...void 0!==i?{groupby:i}:{}}}}class Cd extends vc{clone(){return new Cd(null,l(this._stack))}constructor(e,t){super(e),qn(this,"_stack",void 0),this._stack=t}static makeFromTransform(e,n){const{stack:i,groupby:r,as:o,offset:a="zero"}=n,s=[],l=[];if(void 0!==n.sort)for(const e of n.sort)s.push(e.field),l.push(U(e.order,"ascending"));const c={field:s,order:l};let u;return u=function(e){return t.isArray(e)&&e.every((e=>t.isString(e)))&&e.length>1}(o)?o:t.isString(o)?[o,`${o}_end`]:[`${n.stack}_start`,`${n.stack}_end`],new Cd(e,{dimensionFieldDefs:[],stackField:i,groupby:r,offset:a,sort:c,facetby:[],as:u})}static makeFromEncoding(e,n){const i=n.stack,{encoding:r}=n;if(!i)return null;const{groupbyChannels:o,fieldChannel:a,offset:s,impute:l}=i,c=o.map((e=>pa(r[e]))).filter((e=>!!e)),u=function(e){return e.stack.stackBy.reduce(((e,t)=>{const n=oa(t.fieldDef);return n&&e.push(n),e}),[])}(n),f=n.encoding.order;let d;if(t.isArray(f)||Ho(f))d=Tn(f);else{const e=Ro(f)?f.sort:"y"===a?"descending":"ascending";d=u.reduce(((t,n)=>(t.field.push(n),t.order.push(e),t)),{field:[],order:[]})}return new Cd(e,{dimensionFieldDefs:c,stackField:n.vgField(a),facetby:[],stackby:u,sort:d,offset:s,impute:l,as:[n.vgField(a,{suffix:"start",forAs:!0}),n.vgField(a,{suffix:"end",forAs:!0})]})}get stack(){return this._stack}addDimensions(e){this._stack.facetby.push(...e)}dependentFields(){const e=new Set;return e.add(this._stack.stackField),this.getGroupbyFields().forEach(e.add,e),this._stack.facetby.forEach(e.add,e),this._stack.sort.field.forEach(e.add,e),e}producedFields(){return new Set(this._stack.as)}hash(){return`Stack ${d(this._stack)}`}getGroupbyFields(){const{dimensionFieldDefs:e,impute:t,groupby:n}=this._stack;return e.length>0?e.map((e=>e.bin?t?[oa(e,{binSuffix:"mid"})]:[oa(e,{}),oa(e,{binSuffix:"end"})]:[oa(e)])).flat():n??[]}assemble(){const e=[],{facetby:t,dimensionFieldDefs:n,stackField:i,stackby:r,sort:o,offset:a,impute:s,as:l}=this._stack;if(s)for(const o of n){const{bandPosition:n=.5,bin:a}=o;if(a){const t=oa(o,{expr:"datum"}),i=oa(o,{expr:"datum",binSuffix:"end"});e.push({type:"formula",expr:`${n}*${t}+${1-n}*${i}`,as:oa(o,{binSuffix:"mid",forAs:!0})})}e.push({type:"impute",field:i,groupby:[...r,...t],key:oa(o,{binSuffix:"mid"}),method:"value",value:0})}return e.push({type:"stack",groupby:[...this.getGroupbyFields(),...t],field:i,sort:o,as:l,offset:a}),e}}class Pd extends vc{clone(){return new Pd(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}addDimensions(e){this.transform.groupby=b(this.transform.groupby.concat(e),(e=>e))}dependentFields(){const e=new Set;return(this.transform.groupby??[]).forEach(e.add,e),(this.transform.sort??[]).forEach((t=>e.add(t.field))),this.transform.window.map((e=>e.field)).filter((e=>void 0!==e)).forEach(e.add,e),e}producedFields(){return new Set(this.transform.window.map(this.getDefaultName))}getDefaultName(e){return e.as??oa(e)}hash(){return`WindowTransform ${d(this.transform)}`}assemble(){const e=[],t=[],n=[],i=[];for(const r of this.transform.window)t.push(r.op),n.push(this.getDefaultName(r)),i.push(void 0===r.param?null:r.param),e.push(void 0===r.field?null:r.field);const r=this.transform.frame,o=this.transform.groupby;if(r&&null===r[0]&&null===r[1]&&t.every((e=>tn(e))))return{type:"joinaggregate",as:n,ops:t,fields:e,...void 0!==o?{groupby:o}:{}};const a=[],s=[];if(void 0!==this.transform.sort)for(const e of this.transform.sort)a.push(e.field),s.push(e.order??"ascending");const l={field:a,order:s},c=this.transform.ignorePeers;return{type:"window",params:i,as:n,ops:t,fields:e,sort:l,...void 0!==c?{ignorePeers:c}:{},...void 0!==o?{groupby:o}:{},...void 0!==r?{frame:r}:{}}}}function Ad(e){if(e instanceof od)if(1!==e.numChildren()||e.children[0]instanceof bc){const n=e.model.component.data.main;jd(n);const i=(t=e,function e(n){if(!(n instanceof od)){const i=n.clone();if(i instanceof bc){const e=Td+i.getSource();i.setSource(e),t.model.component.data.outputNodes[e]=i}else(i instanceof rd||i instanceof Cd||i instanceof Pd||i instanceof Nd)&&i.addDimensions(t.fields);for(const t of n.children.flatMap(e))t.parent=i;return[i]}return n.children.flatMap(e)}),r=e.children.map(i).flat();for(const e of r)e.parent=n}else{const t=e.children[0];(t instanceof rd||t instanceof Cd||t instanceof Pd||t instanceof Nd)&&t.addDimensions(e.fields),t.swapWithParent(),Ad(e)}else e.children.map(Ad);var t}function jd(e){if(e instanceof bc&&e.type===fc.Main&&1===e.numChildren()){const t=e.children[0];t instanceof od||(t.swapWithParent(),jd(e))}}const Td="scale_",Ed=5;function Md(e){for(const t of e){for(const e of t.children)if(e.parent!==t)return!1;if(!Md(t.children))return!1}return!0}function Ld(e,t){let n=!1;for(const i of t)n=e.optimize(i)||n;return n}function qd(e,t,n){let i=e.sources,r=!1;return r=Ld(new wd,i)||r,r=Ld(new xd(t),i)||r,i=i.filter((e=>e.numChildren()>0)),r=Ld(new Dd,i)||r,i=i.filter((e=>e.numChildren()>0)),n||(r=Ld(new kd,i)||r,r=Ld(new Od(t),i)||r,r=Ld(new $d,i)||r,r=Ld(new Sd,i)||r,r=Ld(new zd,i)||r,r=Ld(new Fd,i)||r,r=Ld(new bd,i)||r,r=Ld(new _d,i)||r),e.sources=i,r}class Ud{constructor(e){qn(this,"signal",void 0),Object.defineProperty(this,"signal",{enumerable:!0,get:e})}static fromName(e,t){return new Ud((()=>e(t)))}}function Rd(e){xm(e)?function(e){const t=e.component.scales;for(const n of D(t)){const i=Wd(e,n);if(t[n].setWithExplicit("domains",i),Vd(e,n),e.component.data.isFaceted){let t=e;for(;!$m(t)&&t.parent;)t=t.parent;if("shared"===t.component.resolve.scale[n])for(const e of i.value)bn(e)&&(e.data=Td+e.data.replace(Td,""))}}}(e):function(e){for(const t of e.children)Rd(t);const t=e.component.scales;for(const n of D(t)){let i,r=null;for(const t of e.children){const e=t.component.scales[n];if(e){i=void 0===i?e.getWithExplicit("domains"):nc(i,e.getWithExplicit("domains"),"domains","scale",Yd);const t=e.get("selectionExtent");r&&t&&r.param!==t.param&&$i(Kn),r=t}}t[n].setWithExplicit("domains",i),r&&t[n].set("selectionExtent",r,!0)}}(e)}function Wd(e,t){const 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Kl([n]);if(n&&"unaggregated"!==n&&!Sr(n))return Kl(Bd(n,f,d));if(c&&r===c.fieldChannel){if("normalize"===c.offset)return Zl([[0,1]]);const e=i.requestDataName(fc.Main);return Zl([{data:e,field:i.vgField(r,{suffix:"start"})},{data:e,field:i.vgField(r,{suffix:"end"})}])}const m=Ht(r)&&Ho(u)?function(e,t,n){if(!xr(n))return;const i=e.fieldDef(t),r=i.sort;if(Po(r))return{op:"min",field:af(i,t),order:"ascending"};const{stack:o}=e,a=o?new Set([...o.groupbyFields,...o.stackBy.map((e=>e.fieldDef.field))]):void 0;if(Co(r)){return Hd(r,o&&!a.has(r.field))}if(No(r)){const{encoding:t,order:n}=r,i=e.fieldDef(t),{aggregate:s,field:l}=i,c=o&&!a.has(l);if(Zt(s)||en(s))return Hd({field:oa(i),order:n},c);if(tn(s)||!s)return Hd({op:s,field:l,order:n},c)}else{if("descending"===r)return{op:"min",field:e.vgField(t),order:"descending"};if(p(["ascending",void 0],r))return!0}return}(i,r,e):void 0;if(Go(u)){return Zl(Bd([u.datum],f,d))}const g=u;if("unaggregated"===n){const 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r=function(e,t,n,i){switch(t.type){case"nominal":case"ordinal":if(qe(e)||"discrete"===Qt(e))return"shape"===e&&"ordinal"===t.type&&$i(ci(e,"ordinal")),"ordinal";if(zt(e)||Pt(e)){if(p(["rect","bar","image","rule"],n.type))return"band";if(i)return"band"}else if("arc"===n.type&&e in Ot)return"band";return io(n[rt(e)])||ta(t)&&t.axis?.tickBand?"band":"point";case"temporal":return qe(e)?"time":"discrete"===Qt(e)?($i(ci(e,"temporal")),"ordinal"):Ho(t)&&t.timeUnit&&Ui(t.timeUnit).utc?"utc":"time";case"quantitative":return qe(e)?Ho(t)&&ln(t.bin)?"bin-ordinal":"linear":"discrete"===Qt(e)?($i(ci(e,"quantitative")),"ordinal"):"linear";case"geojson":return}throw new Error(ii(t.type))}(t,n,i,arguments.length>4&&void 0!==arguments[4]&&arguments[4]),{type:o}=e;return Ht(t)?void 0!==o?function(e,t){let n=arguments.length>2&&void 0!==arguments[2]&&arguments[2];if(!Ht(e))return!1;switch(e){case Z:case ee:case ie:case re:case se:case oe:return!!wr(t)||"band"===t||"point"===t&&!n;case ye:case we:case be:case xe:case $e:case ve:return wr(t)||kr(t)||p(["band","point","ordinal"],t);case me:case pe:case ge:return"band"!==t;case ke:case he:return"ordinal"===t||kr(t)}}(t,o)?Ho(n)&&(a=o,s=n.type,!(p([or,sr],s)?void 0===a||xr(a):s===ar?p([cr.TIME,cr.UTC,void 0],a):s!==rr||hr(a)||kr(a)||void 0===a))?($i(function(e,t){return`FieldDef does not work with "${e}" scale. We are using "${t}" scale instead.`}(o,r)),r):o:($i(function(e,t,n){return`Channel "${e}" does not work with "${t}" scale. We are using "${n}" scale instead.`}(t,o,r)),r):r:null;var a,s}function ym(e){xm(e)?e.component.scales=function(e){const{encoding:t,mark:n,markDef:i}=e,r={};for(const o of It){const a=ga(t[o]);if(a&&n===Xr&&o===he&&a.type===lr)continue;let s=a&&a.scale;if(a&&null!==s&&!1!==s){s??={};const n=hm(s,o,a,i,Ma(t,o));r[o]=new em(e.scaleName(`${o}`,!0),{value:n,explicit:s.type===n})}}return r}(e):e.component.scales=function(e){const t=e.component.scales={},n={},i=e.component.resolve;for(const t of e.children){ym(t);for(const r of D(t.component.scales))if(i.scale[r]??=Of(r,e),"shared"===i.scale[r]){const e=n[r],o=t.component.scales[r].getWithExplicit("type");e?fr(e.value,o.value)?n[r]=nc(e,o,"type","scale",vm):(i.scale[r]="independent",delete n[r]):n[r]=o}}for(const i of D(n)){const r=e.scaleName(i,!0),o=n[i];t[i]=new em(r,o);for(const t of e.children){const e=t.component.scales[i];e&&(t.renameScale(e.get("name"),r),e.merged=!0)}}return t}(e)}const vm=ec(((e,t)=>mr(e)-mr(t)));class bm{constructor(){qn(this,"nameMap",void 0),this.nameMap={}}rename(e,t){this.nameMap[e]=t}has(e){return void 0!==this.nameMap[e]}get(e){for(;this.nameMap[e]&&e!==this.nameMap[e];)e=this.nameMap[e];return e}}function xm(e){return"unit"===e?.type}function $m(e){return"facet"===e?.type}function wm(e){return"concat"===e?.type}function km(e){return"layer"===e?.type}class Sm{constructor(e,n,i,r,o,a,c){this.type=n,this.parent=i,this.config=o,qn(this,"name",void 0),qn(this,"size",void 0),qn(this,"title",void 0),qn(this,"description",void 0),qn(this,"data",void 0),qn(this,"transforms",void 0),qn(this,"layout",void 0),qn(this,"scaleNameMap",void 0),qn(this,"projectionNameMap",void 0),qn(this,"signalNameMap",void 0),qn(this,"component",void 0),qn(this,"view",void 0),qn(this,"children",void 0),qn(this,"correctDataNames",(e=>(e.from?.data&&(e.from.data=this.lookupDataSource(e.from.data)),e.from?.facet?.data&&(e.from.facet.data=this.lookupDataSource(e.from.facet.data)),e))),this.parent=i,this.config=o,this.view=pn(c),this.name=e.name??r,this.title=hn(e.title)?{text:e.title}:e.title?pn(e.title):void 0,this.scaleNameMap=i?i.scaleNameMap:new bm,this.projectionNameMap=i?i.projectionNameMap:new bm,this.signalNameMap=i?i.signalNameMap:new bm,this.data=e.data,this.description=e.description,this.transforms=(e.transform??[]).map((e=>bl(e)?{filter:s(e.filter,tr)}:e)),this.layout="layer"===n||"unit"===n?{}:function(e,n,i){const r=i[n],o={},{spacing:a,columns:s}=r;void 0!==a&&(o.spacing=a),void 0!==s&&(To(e)&&!Ao(e.facet)||Fs(e))&&(o.columns=s),zs(e)&&(o.columns=1);for(const n of Ps)if(void 0!==e[n])if("spacing"===n){const i=e[n];o[n]=t.isNumber(i)?i:{row:i.row??a,column:i.column??a}}else o[n]=e[n];return o}(e,n,o),this.component={data:{sources:i?i.component.data.sources:[],outputNodes:i?i.component.data.outputNodes:{},outputNodeRefCounts:i?i.component.data.outputNodeRefCounts:{},isFaceted:To(e)||i?.component.data.isFaceted&&void 0===e.data},layoutSize:new Jl,layoutHeaders:{row:{},column:{},facet:{}},mark:null,resolve:{scale:{},axis:{},legend:{},...a?l(a):{}},selection:null,scales:null,projection:null,axes:{},legends:{}}}get width(){return this.getSizeSignalRef("width")}get height(){return this.getSizeSignalRef("height")}parse(){this.parseScale(),this.parseLayoutSize(),this.renameTopLevelLayoutSizeSignal(),this.parseSelections(),this.parseProjection(),this.parseData(),this.parseAxesAndHeaders(),this.parseLegends(),this.parseMarkGroup()}parseScale(){!function(e){let{ignoreRange:t}=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};ym(e),Rd(e);for(const t of Pr)dm(e,t);t||pm(e)}(this)}parseProjection(){Jf(this)}renameTopLevelLayoutSizeSignal(){"width"!==this.getName("width")&&this.renameSignal(this.getName("width"),"width"),"height"!==this.getName("height")&&this.renameSignal(this.getName("height"),"height")}parseLegends(){Rf(this)}assembleEncodeFromView(e){const{style:t,...n}=e,i={};for(const e of D(n)){const t=n[e];void 0!==t&&(i[e]=Fn(t))}return i}assembleGroupEncodeEntry(e){let t={};return this.view&&(t=this.assembleEncodeFromView(this.view)),e||(this.description&&(t.description=Fn(this.description)),"unit"!==this.type&&"layer"!==this.type)?S(t)?void 0:t:{width:this.getSizeSignalRef("width"),height:this.getSizeSignalRef("height"),...t??{}}}assembleLayout(){if(!this.layout)return;const{spacing:e,...t}=this.layout,{component:n,config:i}=this,r=function(e,t){const n={};for(const i of Re){const r=e[i];if(r?.facetFieldDef){const{titleAnchor:e,titleOrient:o}=cf(["titleAnchor","titleOrient"],r.facetFieldDef.header,t,i),a=sf(i,o),s=xf(e,a);void 0!==s&&(n[a]=s)}}return S(n)?void 0:n}(n.layoutHeaders,i);return{padding:e,...this.assembleDefaultLayout(),...t,...r?{titleBand:r}:{}}}assembleDefaultLayout(){return{}}assembleHeaderMarks(){const{layoutHeaders:e}=this.component;let t=[];for(const n of Re)e[n].title&&t.push(df(this,n));for(const e of uf)t=t.concat(gf(this,e));return t}assembleAxes(){return function(e,t){const{x:n=[],y:i=[]}=e;return[...n.map((e=>Yu(e,"grid",t))),...i.map((e=>Yu(e,"grid",t))),...n.map((e=>Yu(e,"main",t))),...i.map((e=>Yu(e,"main",t)))].filter((e=>e))}(this.component.axes,this.config)}assembleLegends(){return Vf(this)}assembleProjections(){return Gf(this)}assembleTitle(){const{encoding:e,...t}=this.title??{},n={...gn(this.config.title).nonMarkTitleProperties,...t,...e?{encode:{update:e}}:{}};if(n.text)return p(["unit","layer"],this.type)?p(["middle",void 0],n.anchor)&&(n.frame??="group"):n.anchor??="start",S(n)?void 0:n}assembleGroup(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[];const t={};e=e.concat(this.assembleSignals()),e.length>0&&(t.signals=e);const n=this.assembleLayout();n&&(t.layout=n),t.marks=[].concat(this.assembleHeaderMarks(),this.assembleMarks());const i=!this.parent||$m(this.parent)?Kd(this):[];i.length>0&&(t.scales=i);const r=this.assembleAxes();r.length>0&&(t.axes=r);const o=this.assembleLegends();return o.length>0&&(t.legends=o),t}getName(e){return _((this.name?`${this.name}_`:"")+e)}getDataName(e){return this.getName(fc[e].toLowerCase())}requestDataName(e){const t=this.getDataName(e),n=this.component.data.outputNodeRefCounts;return n[t]=(n[t]||0)+1,t}getSizeSignalRef(e){if($m(this.parent)){const t=Nt(Ff(e)),n=this.component.scales[t];if(n&&!n.merged){const e=n.get("type"),i=n.get("range");if(xr(e)&&vn(i)){const e=n.get("name"),i=Qd(Jd(this,t));if(i){return{signal:Df(e,n,oa({aggregate:"distinct",field:i},{expr:"datum"}))}}return $i(Yn(t)),null}}}return{signal:this.signalNameMap.get(this.getName(e))}}lookupDataSource(e){const t=this.component.data.outputNodes[e];return t?t.getSource():e}getSignalName(e){return this.signalNameMap.get(e)}renameSignal(e,t){this.signalNameMap.rename(e,t)}renameScale(e,t){this.scaleNameMap.rename(e,t)}renameProjection(e,t){this.projectionNameMap.rename(e,t)}scaleName(e,t){return t?this.getName(e):Ke(e)&&Ht(e)&&this.component.scales[e]||this.scaleNameMap.has(this.getName(e))?this.scaleNameMap.get(this.getName(e)):void 0}projectionName(e){return e?this.getName("projection"):this.component.projection&&!this.component.projection.merged||this.projectionNameMap.has(this.getName("projection"))?this.projectionNameMap.get(this.getName("projection")):void 0}getScaleComponent(e){if(!this.component.scales)throw new Error("getScaleComponent cannot be called before parseScale(). Make sure you have called parseScale or use parseUnitModelWithScale().");const t=this.component.scales[e];return t&&!t.merged?t:this.parent?this.parent.getScaleComponent(e):void 0}getSelectionComponent(e,t){let n=this.component.selection[e];if(!n&&this.parent&&(n=this.parent.getSelectionComponent(e,t)),!n)throw new Error(function(e){return`Cannot find a selection named "${e}".`}(t));return n}hasAxisOrientSignalRef(){return this.component.axes.x?.some((e=>e.hasOrientSignalRef()))||this.component.axes.y?.some((e=>e.hasOrientSignalRef()))}}class Dm extends Sm{vgField(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};const n=this.fieldDef(e);if(n)return oa(n,t)}reduceFieldDef(e,n){return function(e,n,i,r){return e?D(e).reduce(((i,o)=>{const a=e[o];return t.isArray(a)?a.reduce(((e,t)=>n.call(r,e,t,o)),i):n.call(r,i,a,o)}),i):i}(this.getMapping(),((t,n,i)=>{const r=pa(n);return r?e(t,r,i):t}),n)}forEachFieldDef(e,t){Wa(this.getMapping(),((t,n)=>{const i=pa(t);i&&e(i,n)}),t)}}class Fm extends vc{clone(){return new Fm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??"value",n[1]??"density"]}dependentFields(){return new Set([this.transform.density,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`DensityTransform ${d(this.transform)}`}assemble(){const{density:e,...t}=this.transform,n={type:"kde",field:e,...t};return this.transform.groupby&&(n.resolve="shared"),n}}class zm extends vc{clone(){return new zm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t)}dependentFields(){return new Set([this.transform.extent])}producedFields(){return new Set([])}hash(){return`ExtentTransform ${d(this.transform)}`}assemble(){const{extent:e,param:t}=this.transform;return{type:"extent",field:e,signal:t}}}class Om extends vc{clone(){return new Om(null,{...this.filter})}constructor(e,t){super(e),this.filter=t}static make(e,t){const{config:n,mark:i,markDef:r}=t;if("filter"!==Cn("invalid",r,n))return null;const o=t.reduceFieldDef(((e,n,r)=>{const o=Ht(r)&&t.getScaleComponent(r);if(o){$r(o.get("type"))&&"count"!==n.aggregate&&!Qr(i)&&(e[n.field]=n)}return e}),{});return D(o).length?new Om(e,o):null}dependentFields(){return new Set(D(this.filter))}producedFields(){return new Set}hash(){return`FilterInvalid ${d(this.filter)}`}assemble(){const e=D(this.filter).reduce(((e,t)=>{const n=this.filter[t],i=oa(n,{expr:"datum"});return null!==n&&("temporal"===n.type?e.push(`(isDate(${i}) || (isValid(${i}) && isFinite(+${i})))`):"quantitative"===n.type&&(e.push(`isValid(${i})`),e.push(`isFinite(+${i})`))),e}),[]);return e.length>0?{type:"filter",expr:e.join(" && ")}:null}}class _m extends vc{clone(){return new _m(this.parent,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const{flatten:n,as:i=[]}=this.transform;this.transform.as=n.map(((e,t)=>i[t]??e))}dependentFields(){return new Set(this.transform.flatten)}producedFields(){return new Set(this.transform.as)}hash(){return`FlattenTransform ${d(this.transform)}`}assemble(){const{flatten:e,as:t}=this.transform;return{type:"flatten",fields:e,as:t}}}class Nm extends vc{clone(){return new Nm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??"key",n[1]??"value"]}dependentFields(){return new Set(this.transform.fold)}producedFields(){return new Set(this.transform.as)}hash(){return`FoldTransform ${d(this.transform)}`}assemble(){const{fold:e,as:t}=this.transform;return{type:"fold",fields:e,as:t}}}class Cm extends vc{clone(){return new Cm(null,l(this.fields),this.geojson,this.signal)}static parseAll(e,t){if(t.component.projection&&!t.component.projection.isFit)return e;let n=0;for(const i of[[ue,ce],[de,fe]]){const r=i.map((e=>{const n=ga(t.encoding[e]);return Ho(n)?n.field:Go(n)?{expr:`${n.datum}`}:Zo(n)?{expr:`${n.value}`}:void 0}));(r[0]||r[1])&&(e=new Cm(e,r,null,t.getName("geojson_"+n++)))}if(t.channelHasField(he)){const i=t.typedFieldDef(he);i.type===lr&&(e=new Cm(e,null,i.field,t.getName("geojson_"+n++)))}return e}constructor(e,t,n,i){super(e),this.fields=t,this.geojson=n,this.signal=i}dependentFields(){const e=(this.fields??[]).filter(t.isString);return new Set([...this.geojson?[this.geojson]:[],...e])}producedFields(){return new Set}hash(){return`GeoJSON ${this.geojson} ${this.signal} ${d(this.fields)}`}assemble(){return[...this.geojson?[{type:"filter",expr:`isValid(datum["${this.geojson}"])`}]:[],{type:"geojson",...this.fields?{fields:this.fields}:{},...this.geojson?{geojson:this.geojson}:{},signal:this.signal}]}}class Pm extends vc{clone(){return new Pm(null,this.projection,l(this.fields),l(this.as))}constructor(e,t,n,i){super(e),this.projection=t,this.fields=n,this.as=i}static parseAll(e,t){if(!t.projectionName())return e;for(const n of[[ue,ce],[de,fe]]){const i=n.map((e=>{const n=ga(t.encoding[e]);return Ho(n)?n.field:Go(n)?{expr:`${n.datum}`}:Zo(n)?{expr:`${n.value}`}:void 0})),r=n[0]===de?"2":"";(i[0]||i[1])&&(e=new Pm(e,t.projectionName(),i,[t.getName(`x${r}`),t.getName(`y${r}`)]))}return e}dependentFields(){return new Set(this.fields.filter(t.isString))}producedFields(){return new Set(this.as)}hash(){return`Geopoint ${this.projection} ${d(this.fields)} ${d(this.as)}`}assemble(){return{type:"geopoint",projection:this.projection,fields:this.fields,as:this.as}}}class Am extends vc{clone(){return new Am(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}dependentFields(){return new Set([this.transform.impute,this.transform.key,...this.transform.groupby??[]])}producedFields(){return new Set([this.transform.impute])}processSequence(e){const{start:t=0,stop:n,step:i}=e;return{signal:`sequence(${[t,n,...i?[i]:[]].join(",")})`}}static makeFromTransform(e,t){return new Am(e,t)}static makeFromEncoding(e,t){const n=t.encoding,i=n.x,r=n.y;if(Ho(i)&&Ho(r)){const o=i.impute?i:r.impute?r:void 0;if(void 0===o)return;const a=i.impute?r:r.impute?i:void 0,{method:s,value:l,frame:c,keyvals:u}=o.impute,f=Ba(t.mark,n);return new Am(e,{impute:o.field,key:a.field,...s?{method:s}:{},...void 0!==l?{value:l}:{},...c?{frame:c}:{},...void 0!==u?{keyvals:u}:{},...f.length?{groupby:f}:{}})}return null}hash(){return`Impute ${d(this.transform)}`}assemble(){const{impute:e,key:t,keyvals:n,method:i,groupby:r,value:o,frame:a=[null,null]}=this.transform,s={type:"impute",field:e,key:t,...n?{keyvals:(l=n,void 0!==l?.stop?this.processSequence(n):n)}:{},method:"value",...r?{groupby:r}:{},value:i&&"value"!==i?null:o};var l;if(i&&"value"!==i){return[s,{type:"window",as:[`imputed_${e}_value`],ops:[i],fields:[e],frame:a,ignorePeers:!1,...r?{groupby:r}:{}},{type:"formula",expr:`datum.${e} === null ? datum.imputed_${e}_value : datum.${e}`,as:e}]}return[s]}}class jm extends vc{clone(){return new jm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??t.on,n[1]??t.loess]}dependentFields(){return new Set([this.transform.loess,this.transform.on,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`LoessTransform ${d(this.transform)}`}assemble(){const{loess:e,on:t,...n}=this.transform;return{type:"loess",x:t,y:e,...n}}}class Tm extends vc{clone(){return new Tm(null,l(this.transform),this.secondary)}constructor(e,t,n){super(e),this.transform=t,this.secondary=n}static make(e,t,n,i){const r=t.component.data.sources,{from:o}=n;let a=null;if(function(e){return"data"in e}(o)){let e=Qm(o.data,r);e||(e=new md(o.data),r.push(e));const n=t.getName(`lookup_${i}`);a=new bc(e,n,fc.Lookup,t.component.data.outputNodeRefCounts),t.component.data.outputNodes[n]=a}else if(function(e){return"param"in e}(o)){const e=o.param;let i;n={as:e,...n};try{i=t.getSelectionComponent(_(e),e)}catch(t){throw new Error(function(e){return`Lookups can only be performed on selection parameters. "${e}" is a variable parameter.`}(e))}if(a=i.materialized,!a)throw new Error(function(e){return`Cannot define and lookup the "${e}" selection in the same view. Try moving the lookup into a second, layered view?`}(e))}return new Tm(e,n,a.getSource())}dependentFields(){return new Set([this.transform.lookup])}producedFields(){return new Set(this.transform.as?t.array(this.transform.as):this.transform.from.fields)}hash(){return`Lookup ${d({transform:this.transform,secondary:this.secondary})}`}assemble(){let e;if(this.transform.from.fields)e={values:this.transform.from.fields,...this.transform.as?{as:t.array(this.transform.as)}:{}};else{let n=this.transform.as;t.isString(n)||($i('If "from.fields" is not specified, "as" has to be a string that specifies the key to be used for the data from the secondary source.'),n="_lookup"),e={as:[n]}}return{type:"lookup",from:this.secondary,key:this.transform.from.key,fields:[this.transform.lookup],...e,...this.transform.default?{default:this.transform.default}:{}}}}class Em extends vc{clone(){return new Em(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??"prob",n[1]??"value"]}dependentFields(){return new Set([this.transform.quantile,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`QuantileTransform ${d(this.transform)}`}assemble(){const{quantile:e,...t}=this.transform;return{type:"quantile",field:e,...t}}}class Mm extends vc{clone(){return new Mm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t,this.transform=l(t);const n=this.transform.as??[void 0,void 0];this.transform.as=[n[0]??t.on,n[1]??t.regression]}dependentFields(){return new Set([this.transform.regression,this.transform.on,...this.transform.groupby??[]])}producedFields(){return new Set(this.transform.as)}hash(){return`RegressionTransform ${d(this.transform)}`}assemble(){const{regression:e,on:t,...n}=this.transform;return{type:"regression",x:t,y:e,...n}}}class Lm extends vc{clone(){return new Lm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}addDimensions(e){this.transform.groupby=b((this.transform.groupby??[]).concat(e),(e=>e))}producedFields(){}dependentFields(){return new Set([this.transform.pivot,this.transform.value,...this.transform.groupby??[]])}hash(){return`PivotTransform ${d(this.transform)}`}assemble(){const{pivot:e,value:t,groupby:n,limit:i,op:r}=this.transform;return{type:"pivot",field:e,value:t,...void 0!==i?{limit:i}:{},...void 0!==r?{op:r}:{},...void 0!==n?{groupby:n}:{}}}}class qm extends vc{clone(){return new qm(null,l(this.transform))}constructor(e,t){super(e),this.transform=t}dependentFields(){return new Set}producedFields(){return new Set}hash(){return`SampleTransform ${d(this.transform)}`}assemble(){return{type:"sample",size:this.transform.sample}}}function Um(e){let t=0;return function n(i,r){if(i instanceof md&&!i.isGenerator&&!rc(i.data)){e.push(r);r={name:null,source:r.name,transform:[]}}if(i instanceof cd&&(i.parent instanceof 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t.push(e),e}const n=Qm(e.data,t);if(n)return sc(e.data)||(n.data.format=y({},e.data.format,n.data.format)),!n.hasName()&&e.data.name&&(n.dataName=e.data.name),n;{const n=new md(e.data);return t.push(n),n}}return e.parent.component.data.facetRoot?e.parent.component.data.facetRoot:e.parent.component.data.main}(e,e.component.data.sources);const{outputNodes:n,outputNodeRefCounts:i}=e.component.data,r=e.data,o=!(r&&(sc(r)||rc(r)||oc(r)))&&e.parent?e.parent.component.data.ancestorParse.clone():new ic;sc(r)?(lc(r)?t=new dd(t,r.sequence):uc(r)&&(t=new fd(t,r.graticule)),o.parseNothing=!0):null===r?.format?.parse&&(o.parseNothing=!0),t=cd.makeExplicit(t,e,o)??t,t=new ud(t);const a=e.parent&&km(e.parent);(xm(e)||$m(e))&&a&&(t=nd.makeFromEncoding(t,e)??t),e.transforms.length>0&&(t=function(e,t,n){let i=0;for(const r of t.transforms){let o,a;if(Nl(r))a=e=new of(e,r),o="derived";else if(bl(r)){const i=sd(r);a=e=cd.makeWithAncestors(e,{},i,n)??e,e=new Bu(e,t,r.filter)}else 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a.producedFields()??[])n.set(e,o,!1)}return e}(t,e,o));const s=function(e){const t={};if(xm(e)&&e.component.selection)for(const n of D(e.component.selection)){const i=e.component.selection[n];for(const e of i.project.items)!e.channel&&q(e.field)>1&&(t[e.field]="flatten")}return t}(e),l=ld(e);t=cd.makeWithAncestors(t,{},{...s,...l},o)??t,xm(e)&&(t=Cm.parseAll(t,e),t=Pm.parseAll(t,e)),(xm(e)||$m(e))&&(a||(t=nd.makeFromEncoding(t,e)??t),t=wc.makeFromEncoding(t,e)??t,t=of.parseAllForSortIndex(t,e));const c=e.getDataName(fc.Raw),u=new bc(t,c,fc.Raw,i);if(n[c]=u,t=u,xm(e)){const n=rd.makeFromEncoding(t,e);n&&(t=n,Lu(e)&&(t=new ud(t))),t=Am.makeFromEncoding(t,e)??t,t=Cd.makeFromEncoding(t,e)??t}xm(e)&&(t=Om.make(t,e)??t);const f=e.getDataName(fc.Main),d=new bc(t,f,fc.Main,i);n[f]=d,t=d,xm(e)&&function(e,t){for(const[n,i]of z(e.component.selection??{})){const r=e.getName(`lookup_${n}`);e.component.data.outputNodes[r]=i.materialized=new bc(new Bu(t,e,{param:n}),r,fc.Lookup,e.component.data.outputNodeRefCounts)}}(e,d);let m=null;if($m(e)){const i=e.getName("facet");t=function(e,t){const{row:n,column:i}=t;if(n&&i){let t=null;for(const r of[n,i])if(Co(r.sort)){const{field:n,op:i=zo}=r.sort;e=t=new Nd(e,{joinaggregate:[{op:i,field:n,as:Ym(r,r.sort,{forAs:!0})}],groupby:[oa(r)]})}return t}return null}(t,e.facet)??t,m=new od(t,e,i,d.getSource()),n[i]=m}return{...e.component.data,outputNodes:n,outputNodeRefCounts:i,raw:u,main:d,facetRoot:m,ancestorParse:o}}class Km extends Sm{constructor(e,t,n,i){super(e,"concat",t,n,i,e.resolve),qn(this,"children",void 0),"shared"!==e.resolve?.axis?.x&&"shared"!==e.resolve?.axis?.y||$i("Axes cannot be shared in concatenated or repeated views yet (https://github.com/vega/vega-lite/issues/2415)."),this.children=this.getChildren(e).map(((e,t)=>wp(e,this,this.getName(`concat_${t}`),void 0,i)))}parseData(){this.component.data=Jm(this);for(const e of this.children)e.parseData()}parseSelections(){this.component.selection={};for(const e of this.children){e.parseSelections();for(const t of D(e.component.selection))this.component.selection[t]=e.component.selection[t]}}parseMarkGroup(){for(const e of this.children)e.parseMarkGroup()}parseAxesAndHeaders(){for(const e of this.children)e.parseAxesAndHeaders()}getChildren(e){return zs(e)?e.vconcat:Os(e)?e.hconcat:e.concat}parseLayoutSize(){!function(e){Hm(e);const t=1===e.layout.columns?"width":"childWidth",n=void 0===e.layout.columns?"height":"childHeight";Vm(e,t),Vm(e,n)}(this)}parseAxisGroup(){return null}assembleSelectionTopLevelSignals(e){return this.children.reduce(((e,t)=>t.assembleSelectionTopLevelSignals(e)),e)}assembleSignals(){return this.children.forEach((e=>e.assembleSignals())),[]}assembleLayoutSignals(){const e=wf(this);for(const t of this.children)e.push(...t.assembleLayoutSignals());return e}assembleSelectionData(e){return this.children.reduce(((e,t)=>t.assembleSelectionData(e)),e)}assembleMarks(){return this.children.map((e=>{const t=e.assembleTitle(),n=e.assembleGroupStyle(),i=e.assembleGroupEncodeEntry(!1);return{type:"group",name:e.getName("group"),...t?{title:t}:{},...n?{style:n}:{},...i?{encode:{update:i}}:{},...e.assembleGroup()}}))}assembleGroupStyle(){}assembleDefaultLayout(){const e=this.layout.columns;return{...null!=e?{columns:e}:{},bounds:"full",align:"each"}}}const Zm={disable:1,gridScale:1,scale:1,..._a,labelExpr:1,encode:1},ep=D(Zm);class tp extends Jl{constructor(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=arguments.length>2&&void 0!==arguments[2]&&arguments[2];super(),this.explicit=e,this.implicit=t,this.mainExtracted=n}clone(){return new tp(l(this.explicit),l(this.implicit),this.mainExtracted)}hasAxisPart(e){return"axis"===e||("grid"===e||"title"===e?!!this.get(e):!(!1===(t=this.get(e))||null===t));var 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tp,r=ga(t.encoding[e]),{mark:o,config:a}=t,s=n?.orient||a["x"===e?"axisX":"axisY"]?.orient||a.axis?.orient||function(e){return"x"===e?"bottom":"left"}(e),l=t.getScaleComponent(e).get("type"),c=function(e,t,n,i){const r="band"===t?["axisDiscrete","axisBand"]:"point"===t?["axisDiscrete","axisPoint"]:hr(t)?["axisQuantitative"]:"time"===t||"utc"===t?["axisTemporal"]:[],o="x"===e?"axisX":"axisY",a=yn(n)?"axisOrient":`axis${P(n)}`,s=[...r,...r.map((e=>o+e.substr(4)))],l=["axis",a,o];return{vlOnlyAxisConfig:Qu(s,i,e,n),vgAxisConfig:Qu(l,i,e,n),axisConfigStyle:Ju([...l,...s],i)}}(e,l,s,t.config),u=void 0!==n?!n:Ku("disable",a.style,n?.style,c).configValue;if(i.set("disable",u,void 0!==n),u)return i;n=n||{};const f=function(e,t,n,i,r){const o=t?.labelAngle;if(void 0!==o)return yn(o)?o:H(o);{const{configValue:o}=Ku("labelAngle",i,t?.style,r);return void 0!==o?H(o):n!==Z||!p([sr,or],e.type)||Ho(e)&&e.timeUnit?void 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gp={arc:{vgMark:"arc",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"ignore",orient:"ignore",theta:"ignore"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...su(e,"radius"),...su(e,"theta")})},area:{vgMark:"area",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",orient:"include",size:"ignore",theta:"ignore"}),...ru("x",e,{defaultPos:"zeroOrMin",defaultPos2:"zeroOrMin",range:"horizontal"===e.markDef.orient}),...ru("y",e,{defaultPos:"zeroOrMin",defaultPos2:"zeroOrMin",range:"vertical"===e.markDef.orient}),...gu(e)})},bar:{vgMark:"rect",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",orient:"ignore",size:"ignore",theta:"ignore"}),...su(e,"x"),...su(e,"y")})},circle:{vgMark:"symbol",encodeEntry:e=>lp(e,"circle")},geoshape:{vgMark:"shape",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"ignore",orient:"ignore",theta:"ignore"})}),postEncodingTransform:e=>{const{encoding:t}=e,n=t.shape;return[{type:"geoshape",projection:e.projectionName(),...n&&Ho(n)&&n.type===lr?{field:oa(n,{expr:"datum"})}:{}}]}},image:{vgMark:"image",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"ignore",orient:"ignore",size:"ignore",theta:"ignore"}),...su(e,"x"),...su(e,"y"),...Rc(e,"url")})},line:{vgMark:"line",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"ignore",orient:"ignore",theta:"ignore"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...Xc("size",e,{vgChannel:"strokeWidth"}),...gu(e)})},point:{vgMark:"symbol",encodeEntry:e=>lp(e)},rect:{vgMark:"rect",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",orient:"ignore",size:"ignore",theta:"ignore"}),...su(e,"x"),...su(e,"y")})},rule:up,square:{vgMark:"symbol",encodeEntry:e=>lp(e,"square")},text:{vgMark:"text",encodeEntry:e=>{const{config:t,encoding:n}=e;return{...du(e,{align:"include",baseline:"include",color:"include",size:"ignore",orient:"ignore",theta:"include"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...Rc(e),...Xc("size",e,{vgChannel:"fontSize"}),...Xc("angle",e),...hu("align",fp(e.markDef,n,t)),...hu("baseline",dp(e.markDef,n,t)),...Zc("radius",e,{defaultPos:null}),...Zc("theta",e,{defaultPos:null})}}},tick:mp,trail:{vgMark:"trail",encodeEntry:e=>({...du(e,{align:"ignore",baseline:"ignore",color:"include",size:"include",orient:"ignore",theta:"ignore"}),...Zc("x",e,{defaultPos:"mid"}),...Zc("y",e,{defaultPos:"mid"}),...Xc("size",e),...gu(e)})}};function hp(e){if(p([Ur,Mr,Vr],e.mark)){const t=Ba(e.mark,e.encoding);if(t.length>0)return function(e,t){return[{name:e.getName("pathgroup"),type:"group",from:{facet:{name:yp+e.requestDataName(fc.Main),data:e.requestDataName(fc.Main),groupby:t}},encode:{update:{width:{field:{group:"width"}},height:{field:{group:"height"}}}},marks:bp(e,{fromPrefix:yp})}]}(e,t)}else if(e.mark===Lr){const t=wn.some((t=>Cn(t,e.markDef,e.config)));if(e.stack&&!e.fieldDef("size")&&t)return function(e){const[t]=bp(e,{fromPrefix:vp}),n=e.scaleName(e.stack.fieldChannel),i=function(){let t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};return e.vgField(e.stack.fieldChannel,t)},r=(e,t)=>`${e}(${[i({prefix:"min",suffix:"start",expr:t}),i({prefix:"max",suffix:"start",expr:t}),i({prefix:"min",suffix:"end",expr:t}),i({prefix:"max",suffix:"end",expr:t})].map((e=>`scale('${n}',${e})`)).join(",")})`;let o,a;"x"===e.stack.fieldChannel?(o={...u(t.encode.update,["y","yc","y2","height",...wn]),x:{signal:r("min","datum")},x2:{signal:r("max","datum")},clip:{value:!0}},a={x:{field:{group:"x"},mult:-1},height:{field:{group:"height"}}},t.encode.update={...f(t.encode.update,["y","yc","y2"]),height:{field:{group:"height"}}}):(o={...u(t.encode.update,["x","xc","x2","width"]),y:{signal:r("min","datum")},y2:{signal:r("max","datum")},clip:{value:!0}},a={y:{field:{group:"y"},mult:-1},width:{field:{group:"width"}}},t.encode.update={...f(t.encode.update,["x","xc","x2"]),width:{field:{group:"width"}}});for(const n of wn){const i=Pn(n,e.markDef,e.config);t.encode.update[n]?(o[n]=t.encode.update[n],delete t.encode.update[n]):i&&(o[n]=Fn(i)),i&&(t.encode.update[n]={value:0})}const s=[];if(e.stack.groupbyChannels?.length>0)for(const t of e.stack.groupbyChannels){const n=e.fieldDef(t),i=oa(n);i&&s.push(i),(n?.bin||n?.timeUnit)&&s.push(oa(n,{binSuffix:"end"}))}o=["stroke","strokeWidth","strokeJoin","strokeCap","strokeDash","strokeDashOffset","strokeMiterLimit","strokeOpacity"].reduce(((n,i)=>{if(t.encode.update[i])return{...n,[i]:t.encode.update[i]};{const t=Pn(i,e.markDef,e.config);return void 0!==t?{...n,[i]:Fn(t)}:n}}),o),o.stroke&&(o.strokeForeground={value:!0},o.strokeOffset={value:0});return[{type:"group",from:{facet:{data:e.requestDataName(fc.Main),name:vp+e.requestDataName(fc.Main),groupby:s,aggregate:{fields:[i({suffix:"start"}),i({suffix:"start"}),i({suffix:"end"}),i({suffix:"end"})],ops:["min","max","min","max"]}}},encode:{update:o},marks:[{type:"group",encode:{update:a},marks:[t]}]}]}(e)}return bp(e)}const yp="faceted_path_";const vp="stack_group_";function bp(e){let n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{fromPrefix:""};const{mark:i,markDef:r,encoding:o,config:a}=e,s=U(r.clip,function(e){const t=e.getScaleComponent("x"),n=e.getScaleComponent("y");return!(!t?.get("selectionExtent")&&!n?.get("selectionExtent"))||void 0}(e),function(e){const t=e.component.projection;return!(!t||t.isFit)||void 0}(e)),l=Nn(r),c=o.key,u=function(e){const{encoding:n,stack:i,mark:r,markDef:o,config:a}=e,s=n.order;if(!(!t.isArray(s)&&Zo(s)&&m(s.value)||!s&&m(Cn("order",o,a)))){if((t.isArray(s)||Ho(s))&&!i)return Tn(s,{expr:"datum"});if(Qr(r)){const i="horizontal"===o.orient?"y":"x",r=n[i];if(Ho(r)){const n=r.sort;return t.isArray(n)?{field:oa(r,{prefix:i,suffix:"sort_index",expr:"datum"})}:Co(n)?{field:oa({aggregate:La(e.encoding)?n.op:void 0,field:n.field},{expr:"datum"})}:No(n)?{field:oa(e.fieldDef(n.encoding),{expr:"datum"}),order:n.order}:null===n?void 0:{field:oa(r,{binSuffix:e.stack?.impute?"mid":void 0,expr:"datum"})}}}}}(e),f=function(e){if(!e.component.selection)return null;const t=D(e.component.selection).length;let n=t,i=e.parent;for(;i&&0===n;)n=D(i.component.selection).length,i=i.parent;return n?{interactive:t>0||"geoshape"===e.mark||!!e.encoding.tooltip}:null}(e),d=Cn("aria",r,a),p=gp[i].postEncodingTransform?gp[i].postEncodingTransform(e):null;return[{name:e.getName("marks"),type:gp[i].vgMark,...s?{clip:!0}:{},...l?{style:l}:{},...c?{key:c.field}:{},...u?{sort:u}:{},...f||{},...!1===d?{aria:d}:{},from:{data:n.fromPrefix+e.requestDataName(fc.Main)},encode:{update:gp[i].encodeEntry(e)},...p?{transform:p}:{}}]}class xp extends Dm{constructor(e,n,i){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{},o=arguments.length>4?arguments[4]:void 0;super(e,"unit",n,i,o,void 0,Cs(e)?e.view:void 0),qn(this,"markDef",void 0),qn(this,"encoding",void 0),qn(this,"specifiedScales",{}),qn(this,"stack",void 0),qn(this,"specifiedAxes",{}),qn(this,"specifiedLegends",{}),qn(this,"specifiedProjection",{}),qn(this,"selection",[]),qn(this,"children",[]);const a=Zr(e.mark)?{...e.mark}:{type:e.mark},s=a.type;void 0===a.filled&&(a.filled=function(e,t,n){let{graticule:i}=n;if(i)return!1;const r=Pn("filled",e,t),o=e.type;return U(r,o!==Rr&&o!==Ur&&o!==Br)}(a,o,{graticule:e.data&&uc(e.data)}));const l=this.encoding=function(e,n,i,r){const o={};for(const t of D(e))Ke(t)||$i(`${a=t}-encoding is dropped as ${a} is not a valid encoding channel.`);var a;for(let a of lt){if(!e[a])continue;const s=e[a];if(Pt(a)){const e=st(a),t=o[e];if(Ho(t)&&nr(t.type)&&Ho(s)&&!t.timeUnit){$i(ni(e));continue}}if("angle"!==a||"arc"!==n||e.theta||($i("Arc marks uses theta channel rather than angle, replacing angle with theta."),a=se),Ua(e,a,n)){if(a===ye&&"line"===n){const t=pa(e[a]);if(t?.aggregate){$i("Line marks cannot encode size with a non-groupby field. 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n}({encoding:l,size:Cs(e)?{...r,...e.width?{width:e.width}:{},...e.height?{height:e.height}:{}}:r}),this.stack=nl(this.markDef,l),this.specifiedScales=this.initScales(s,l),this.specifiedAxes=this.initAxes(l),this.specifiedLegends=this.initLegends(l),this.specifiedProjection=e.projection,this.selection=(e.params??[]).filter((e=>Ss(e)))}get hasProjection(){const{encoding:e}=this,t=this.mark===Xr,n=e&&Me.some((t=>Jo(e[t])));return t||n}scaleDomain(e){const t=this.specifiedScales[e];return t?t.domain:void 0}axis(e){return this.specifiedAxes[e]}legend(e){return this.specifiedLegends[e]}initScales(e,t){return It.reduce(((e,n)=>{const i=ga(t[n]);return i&&(e[n]=this.initScale(i.scale??{})),e}),{})}initScale(e){const{domain:n,range:i}=e,r=pn(e);return t.isArray(n)&&(r.domain=n.map(Sn)),t.isArray(i)&&(r.range=i.map(Sn)),r}initAxes(e){return Ft.reduce(((t,n)=>{const i=e[n];if(Jo(i)||n===Z&&Jo(e.x2)||n===ee&&Jo(e.y2)){const e=Jo(i)?i.axis:void 0;t[n]=e?this.initAxis({...e}):e}return t}),{})}initAxis(e){const t=D(e),n={};for(const i of t){const t=e[i];n[i]=Fa(t)?kn(t):Sn(t)}return n}initLegends(e){return Wt.reduce(((t,n)=>{const i=ga(e[n]);if(i&&function(e){switch(e){case me:case pe:case ge:case ye:case he:case be:case we:case ke:return!0;case xe:case $e:case ve:return!1}}(n)){const e=i.legend;t[n]=e?pn(e):e}return t}),{})}parseData(){this.component.data=Jm(this)}parseLayoutSize(){!function(e){const{size:t,component:n}=e;for(const i of Ft){const r=rt(i);if(t[r]){const e=t[r];n.layoutSize.set(r,Ns(e)?"step":e,!0)}else{const t=Gm(e,r);n.layoutSize.set(r,t,!1)}}}(this)}parseSelections(){this.component.selection=function(e,n){const i={},r=e.config.selection;if(!n||!n.length)return i;for(const o of n){const n=_(o.name),a=o.select,s=t.isString(a)?a:a.type,c=t.isObject(a)?l(a):{type:s},u=r[s];for(const e in u)"fields"!==e&&"encodings"!==e&&("mark"===e&&(c[e]={...u[e],...c[e]}),void 0!==c[e]&&!0!==c[e]||(c[e]=l(u[e]??c[e])));const f=i[n]={...c,name:n,type:s,init:o.value,bind:o.bind,events:t.isString(c.on)?t.parseSelector(c.on,"scope"):t.array(l(c.on))},d=l(o);for(const t of Eu)t.defined(f)&&t.parse&&t.parse(e,f,d)}return i}(this,this.selection)}parseMarkGroup(){this.component.mark=hp(this)}parseAxesAndHeaders(){var e;this.component.axes=(e=this,Ft.reduce(((t,n)=>(e.component.scales[n]&&(t[n]=[sp(n,e)]),t)),{}))}assembleSelectionTopLevelSignals(e){return function(e,n){let i=!1;for(const r of F(e.component.selection??{})){const o=r.name,a=t.stringValue(o+Pu);if(0===n.filter((e=>e.name===o)).length){const e="global"===r.resolve?"union":r.resolve,i="point"===r.type?", true, true)":")";n.push({name:r.name,update:`${Tu}(${a}, ${t.stringValue(e)}${i}`})}i=!0;for(const t of Eu)t.defined(r)&&t.topLevelSignals&&(n=t.topLevelSignals(e,r,n))}i&&0===n.filter((e=>"unit"===e.name)).length&&n.unshift({name:"unit",value:{},on:[{events:"pointermove",update:"isTuple(group()) ? group() : unit"}]});return yc(n)}(this,e)}assembleSignals(){return[...Xu(this),...pc(this,[])]}assembleSelectionData(e){return function(e,t){const n=[...t],i=Mu(e,{escape:!1});for(const t of F(e.component.selection??{})){const e={name:t.name+Pu};if(t.project.hasSelectionId&&(e.transform=[{type:"collect",sort:{field:xs}}]),t.init){const n=t.project.items.map(dc);e.values=t.project.hasSelectionId?t.init.map((e=>({unit:i,[xs]:mc(e,!1)[0]}))):t.init.map((e=>({unit:i,fields:n,values:mc(e,!1)})))}n.filter((e=>e.name===t.name+Pu)).length||n.push(e)}return n}(this,e)}assembleLayout(){return null}assembleLayoutSignals(){return wf(this)}assembleMarks(){let e=this.component.mark??[];return this.parent&&km(this.parent)||(e=hc(this,e)),e.map(this.correctDataNames)}assembleGroupStyle(){const{style:e}=this.view||{};return void 0!==e?e:this.encoding.x||this.encoding.y?"cell":"view"}getMapping(){return this.encoding}get mark(){return this.markDef.type}channelHasField(e){return Ta(this.encoding,e)}fieldDef(e){return 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Here is the namespace definition and a few examples of what such a namespace may contain.\n\n(ns index\n (:require\n [scicloj.kindly.v4.api :as kindly]\n [scicloj.kindly.v4.kind :as kind]\n [scicloj.clay.v2.quarto.highlight-styles :as quarto.highlight-styles]\n [scicloj.clay.v2.quarto.themes :as quarto.themes]\n [scicloj.metamorph.ml.toydata :as toydata]\n [scicloj.tableplot.v1.hanami :as hanami]\n [tablecloth.api :as tc]\n [clojure.string :as str]))\n\nA Hiccup spec:\n\n(kind/hiccup\n [:div {:style {:background \"#efe9e6\"\n :border-style :solid}}\n [:ul\n [:li \"one\"]\n [:li \"two\"]\n [:li \"three\"]]])\n\nonetwothree\nA dataset using Tablecloth:\n\n(-> {:x (range 5)\n :y (repeatedly 5 rand)}\n tc/dataset\n (tc/set-dataset-name \"my dataset\"))\n\n\nmy dataset [5 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.92547080\n\n\n1\n0.27410712\n\n\n2\n0.25036896\n\n\n3\n0.61189950\n\n\n4\n0.96156153\n\n\n\n\nA plot using Tableplot:\n\n(-> (toydata/iris-ds)\n (hanami/plot hanami/rule-chart\n {:=x :sepal_width\n :=x2 :sepal_length\n :=y :petal_width\n :=y2 :petal_length\n :=color :species\n :=color-type :nominal\n :=mark-size 3\n :=mark-opacity 0.2}))", + "text": "1.7 Example notebook namespace\nThis notebook is created by a Clojure namespace. Here is the namespace definition and a few examples of what such a namespace may contain.\n\n(ns index\n (:require\n [scicloj.kindly.v4.api :as kindly]\n [scicloj.kindly.v4.kind :as kind]\n [scicloj.clay.v2.quarto.highlight-styles :as quarto.highlight-styles]\n [scicloj.clay.v2.quarto.themes :as quarto.themes]\n [scicloj.metamorph.ml.toydata :as toydata]\n [scicloj.tableplot.v1.hanami :as hanami]\n [tablecloth.api :as tc]\n [clojure.string :as str]))\n\nA Hiccup spec:\n\n(kind/hiccup\n [:div {:style {:background \"#efe9e6\"\n :border-style :solid}}\n [:ul\n [:li \"one\"]\n [:li \"two\"]\n [:li \"three\"]]])\n\nonetwothree\nA dataset using Tablecloth:\n\n(-> {:x (range 5)\n :y (repeatedly 5 rand)}\n tc/dataset\n (tc/set-dataset-name \"my dataset\"))\n\n\nmy dataset [5 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.79799798\n\n\n1\n0.75420389\n\n\n2\n0.18557146\n\n\n3\n0.62313175\n\n\n4\n0.16733243\n\n\n\n\nA plot using Tableplot:\n\n(-> (toydata/iris-ds)\n (hanami/plot hanami/rule-chart\n {:=x :sepal_width\n :=x2 :sepal_length\n :=y :petal_width\n :=y2 :petal_length\n :=color :species\n :=color-type :nominal\n :=mark-size 3\n :=mark-opacity 0.2}))", "crumbs": [ "1  Clay" ] @@ -134,7 +134,7 @@ "href": "index.html#functions", "title": "Clay Documentation", "section": "1.13 Functions", - "text": "1.13 Functions\nkind/fn is a special kind. It is displayed by first evaluating a given function and arguments, then proceeding recursively with the resulting value.\nThe function can be specified through the Kindly options.\n\n(kind/fn {:x 1\n :y 2}\n {:kindly/f (fn [{:keys [x y]}]\n (+ x y))})\n\n\n3\n\n\n(kind/fn {:my-video-src \"https://file-examples.com/storage/fe58a1f07d66f447a9512f1/2017/04/file_example_MP4_480_1_5MG.mp4\"}\n {:kindly/f (fn [{:keys [my-video-src]}]\n (kind/video\n {:src my-video-src}))})\n\n\nIf the value is a vector, the function is the first element, and the arguments are the rest.\n\n(kind/fn\n [+ 1 2])\n\n\n3\n\nIf the value is a map, the function is held at the key :kindly/f, and the argument is the map.\n\n(kind/fn\n {:kindly/f (fn [{:keys [x y]}]\n (+ x y))\n :x 1\n :y 2})\n\n\n3\n\nThe kind of the value returned by the function is respected. For example, here are examples with a function returning kind/dataset.\n\n(kind/fn\n {:x (range 3)\n :y (repeatedly 3 rand)}\n {:kindly/f tc/dataset})\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.34190025\n\n\n1\n0.41411405\n\n\n2\n0.48462153\n\n\n\n\n\n(kind/fn\n [tc/dataset\n {:x (range 3)\n :y (repeatedly 3 rand)}])\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.22528898\n\n\n1\n0.90626208\n\n\n2\n0.77903316\n\n\n\n\n\n(kind/fn\n {:kindly/f tc/dataset\n :x (range 3)\n :y (repeatedly 3 rand)})\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.89350766\n\n\n1\n0.16901826\n\n\n2\n0.81516611", + "text": "1.13 Functions\nkind/fn is a special kind. It is displayed by first evaluating a given function and arguments, then proceeding recursively with the resulting value.\nThe function can be specified through the Kindly options.\n\n(kind/fn {:x 1\n :y 2}\n {:kindly/f (fn [{:keys [x y]}]\n (+ x y))})\n\n\n3\n\n\n(kind/fn {:my-video-src \"https://file-examples.com/storage/fe58a1f07d66f447a9512f1/2017/04/file_example_MP4_480_1_5MG.mp4\"}\n {:kindly/f (fn [{:keys [my-video-src]}]\n (kind/video\n {:src my-video-src}))})\n\n\nIf the value is a vector, the function is the first element, and the arguments are the rest.\n\n(kind/fn\n [+ 1 2])\n\n\n3\n\nIf the value is a map, the function is held at the key :kindly/f, and the argument is the map.\n\n(kind/fn\n {:kindly/f (fn [{:keys [x y]}]\n (+ x y))\n :x 1\n :y 2})\n\n\n3\n\nThe kind of the value returned by the function is respected. For example, here are examples with a function returning kind/dataset.\n\n(kind/fn\n {:x (range 3)\n :y (repeatedly 3 rand)}\n {:kindly/f tc/dataset})\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.50533900\n\n\n1\n0.91891427\n\n\n2\n0.31239312\n\n\n\n\n\n(kind/fn\n [tc/dataset\n {:x (range 3)\n :y (repeatedly 3 rand)}])\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.02842227\n\n\n1\n0.36514129\n\n\n2\n0.53593029\n\n\n\n\n\n(kind/fn\n {:kindly/f tc/dataset\n :x (range 3)\n :y (repeatedly 3 rand)})\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.43169858\n\n\n1\n0.99827967\n\n\n2\n0.16467244", "crumbs": [ "1  Clay" ] @@ -244,7 +244,17 @@ "href": "clay_book.examples.html#reagent", "title": "2  Examples", "section": "2.4 Reagent", - "text": "2.4 Reagent\n\n(kind/reagent\n ['(fn [numbers]\n [:p {:style {:background \"#d4ebe9\"}}\n (pr-str (map inc numbers))])\n (vec (range 40))])\n\n\nFrom the reagent tutorial:\n\n(kind/reagent\n ['(fn []\n (let [*click-count (reagent.core/atom 0)]\n (fn []\n [:div\n \"The atom \" [:code \"*click-count\"] \" has value: \"\n @*click-count \". \"\n [:input {:type \"button\" :value \"Click me!\"\n :on-click #(swap! *click-count inc)}]])))])", + "text": "2.4 Reagent\nWith kind/reagent, one may render Reagent components.\n\n(kind/reagent\n ['(fn [numbers]\n [:p {:style {:background \"#d4ebe9\"}}\n (pr-str (map inc numbers))])\n (vec (range 40))])\n\n\nFrom the reagent tutorial:\n\n(kind/reagent\n ['(fn []\n (let [*click-count (reagent.core/atom 0)]\n (fn []\n [:div\n \"The atom \" [:code \"*click-count\"] \" has value: \"\n @*click-count \". \"\n [:input {:type \"button\" :value \"Click me!\"\n :on-click #(swap! *click-count inc)}]])))])\n\n\n\n(kind/reagent\n ['(fn [{:keys [spec0\n transition\n time-for-transition]}]\n (let [*spec (reagent.core/atom spec0)]\n (fn []\n ^{:key @*spec}\n [:div\n [:div {:style {:height \"400px\"}\n :ref (fn [el]\n (when el\n (let [chart (.init js/echarts el)]\n (.setOption chart (clj->js @*spec)))))}]\n (js/setInterval #(swap! *spec transition) time-for-transition)\n ;; Include this to force component update:\n [:p {:style {:display :none}}\n (hash @*spec)]])))\n {:spec0 {:title {:text \"Echarts Example\"}\n :tooltip {}\n :legend {:data [\"sales\"]}\n :xAxis {:data [\"Shirts\", \"Cardigans\", \"Chiffons\",\n \"Pants\", \"Heels\", \"Socks\"]}\n :yAxis {}\n :series [{:name \"sales\"\n :type \"bar\"\n :data [5 20 36\n 10 10 20]}]}\n :transition '(fn [spec]\n (update-in spec\n [:series 0 :data]\n (partial map #(+ %\n (rand-int 10)\n -5))))\n :time-for-transition 1000}]\n {:html/deps [:echarts]})", + "crumbs": [ + "2  Examples" + ] + }, + { + "objectID": "clay_book.examples.html#scittle", + "href": "clay_book.examples.html#scittle", + "title": "2  Examples", + "section": "2.5 Scittle", + "text": "2.5 Scittle\nWith kind/scittle, one may specify Clojurescript code to run through Scittle.\n\n(kind/scittle\n '(.log js/console \"hello\"))\n\n\n\n(kind/scittle\n '(defn f [x]\n (+ x 9)))\n\n\n\n(kind/reagent\n ['(fn []\n [:p (f 11)])])", "crumbs": [ "2  Examples" ] @@ -253,8 +263,8 @@ "objectID": "clay_book.examples.html#html", "href": "clay_book.examples.html#html", "title": "2  Examples", - "section": "2.5 HTML", - "text": "2.5 HTML\nRaw html can be represented as a kind too:\n\n(kind/html \"<div style='height:40px; width:40px; background:purple'></div> \")\n\n \n\n(kind/html\n \"\n<svg height=100 width=100>\n<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />\n</svg> \")\n\n\n\n\n \n\n(kind/html\n [\"<svg height=100 width=100>\"\n \"<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />\"\n \"</svg>\"])\n\n\n\n\n\n(kind/html\n (list\n \"<svg height=100 width=100>\"\n \"<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />\"\n \"</svg>\"))", + "section": "2.6 HTML", + "text": "2.6 HTML\nRaw html can be represented as a kind too:\n\n(kind/html \"<div style='height:40px; width:40px; background:purple'></div> \")\n\n \n\n(kind/html\n \"\n<svg height=100 width=100>\n<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />\n</svg> \")\n\n\n\n\n \n\n(kind/html\n [\"<svg height=100 width=100>\"\n \"<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />\"\n \"</svg>\"])\n\n\n\n\n\n(kind/html\n (list\n \"<svg height=100 width=100>\"\n \"<circle cx=50 cy=50 r=40 stroke='purple' stroke-width=3 fill='floralwhite' />\"\n \"</svg>\"))", "crumbs": [ "2  Examples" ] @@ -263,8 +273,8 @@ "objectID": "clay_book.examples.html#markdown", "href": "clay_book.examples.html#markdown", "title": "2  Examples", - "section": "2.6 Markdown", - "text": "2.6 Markdown\nMarkdown text (a string or a vector of strings) can be handled using a kind too.\n\n(kind/md\n \"This is [markdown](https://www.markdownguide.org/).\")\n\nThis is markdown.\n\n(kind/md\n [\"\n* This is [markdown](https://www.markdownguide.org/).\n * *Isn't it??*\"\n \"\n* Here is **some more** markdown.\"])\n\n\nThis is markdown.\n\nIsn’t it??\n\nHere is some more markdown.\n\n\n(kind/md\n (list\n \"\n* This is [markdown](https://www.markdownguide.org/).\n * *Isn't it??*\"\n \"\n* Here is **some more** markdown.\"))\n\n\nThis is markdown.\n\nIsn’t it??\n\nHere is some more markdown.\n\nLaTeX formulae are supported as well.\n\n(kind/md\n \"Let $x=9$. Then $$x+11=20$$\")\n\nLet \\(x=9\\). Then \\[x+11=20\\]", + "section": "2.7 Markdown", + "text": "2.7 Markdown\nMarkdown text (a string or a vector of strings) can be handled using a kind too.\n\n(kind/md\n \"This is [markdown](https://www.markdownguide.org/).\")\n\nThis is markdown.\n\n(kind/md\n [\"\n* This is [markdown](https://www.markdownguide.org/).\n * *Isn't it??*\"\n \"\n* Here is **some more** markdown.\"])\n\n\nThis is markdown.\n\nIsn’t it??\n\nHere is some more markdown.\n\n\n(kind/md\n (list\n \"\n* This is [markdown](https://www.markdownguide.org/).\n * *Isn't it??*\"\n \"\n* Here is **some more** markdown.\"))\n\n\nThis is markdown.\n\nIsn’t it??\n\nHere is some more markdown.\n\nLaTeX formulae are supported as well.\n\n(kind/md\n \"Let $x=9$. Then $$x+11=20$$\")\n\nLet \\(x=9\\). Then \\[x+11=20\\]", "crumbs": [ "2  Examples" ] @@ -273,8 +283,8 @@ "objectID": "clay_book.examples.html#tex", "href": "clay_book.examples.html#tex", "title": "2  Examples", - "section": "2.7 TeX", - "text": "2.7 TeX\n\n(kind/tex \"x^2=\\\\alpha\")\n\n\\[x^2=\\alpha\\]", + "section": "2.8 TeX", + "text": "2.8 TeX\n\n(kind/tex \"x^2=\\\\alpha\")\n\n\\[x^2=\\alpha\\]", "crumbs": [ "2  Examples" ] @@ -283,8 +293,8 @@ "objectID": "clay_book.examples.html#code", "href": "clay_book.examples.html#code", "title": "2  Examples", - "section": "2.8 Code", - "text": "2.8 Code\nClojure code can be annotated with kind/code.\n\n(kind/code \"(update {:x 9} :x inc)\")\n\n\n(update {:x 9} :x inc)\n\n\n(kind/code\n [\"(update {:x 9} :x inc)\"\n \"(update {:x 9} :x dec)\"])\n\n\n(update {:x 9} :x inc)\n\n\n(update {:x 9} :x dec)\n\n\n(kind/code\n (list\n \"(update {:x 9} :x inc)\"\n \"(update {:x 9} :x dec)\"))\n\n\n(update {:x 9} :x inc)\n\n\n(update {:x 9} :x dec)", + "section": "2.9 Code", + "text": "2.9 Code\nClojure code can be annotated with kind/code.\n\n(kind/code \"(update {:x 9} :x inc)\")\n\n\n(update {:x 9} :x inc)\n\n\n(kind/code\n [\"(update {:x 9} :x inc)\"\n \"(update {:x 9} :x dec)\"])\n\n\n(update {:x 9} :x inc)\n\n\n(update {:x 9} :x dec)\n\n\n(kind/code\n (list\n \"(update {:x 9} :x inc)\"\n \"(update {:x 9} :x dec)\"))\n\n\n(update {:x 9} :x inc)\n\n\n(update {:x 9} :x dec)", "crumbs": [ "2  Examples" ] @@ -293,8 +303,8 @@ "objectID": "clay_book.examples.html#images", "href": "clay_book.examples.html#images", "title": "2  Examples", - "section": "2.9 Images", - "text": "2.9 Images\nJava BufferedImage objects are displayed as images.\n\n(import javax.imageio.ImageIO\n java.net.URL)\n\n\njava.net.URL\n\n\n(defonce clay-image\n (-> \"https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg\"\n (URL.)\n (ImageIO/read)))\n\n\nclay-image\n\n\n\n\nUrls to images can be annotated as images as well.\n\n(kind/image\n {:src \"https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg\"})\n\n\n\n\nOther image representations are currently not supported.\n\n(kind/image\n \"AN IMAGE\")\n\n\nunsupported image format", + "section": "2.10 Images", + "text": "2.10 Images\nJava BufferedImage objects are displayed as images.\n\n(import javax.imageio.ImageIO\n java.net.URL)\n\n\njava.net.URL\n\n\n(defonce clay-image\n (-> \"https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg\"\n (URL.)\n (ImageIO/read)))\n\n\nclay-image\n\n\n\n\nUrls to images can be annotated as images as well.\n\n(kind/image\n {:src \"https://upload.wikimedia.org/wikipedia/commons/2/2c/Clay-ss-2005.jpg\"})\n\n\n\n\nOther image representations are currently not supported.\n\n(kind/image\n \"AN IMAGE\")\n\n\nunsupported image format", "crumbs": [ "2  Examples" ] @@ -303,8 +313,8 @@ "objectID": "clay_book.examples.html#plain-data-structures", "href": "clay_book.examples.html#plain-data-structures", "title": "2  Examples", - "section": "2.10 Plain data structures", - "text": "2.10 Plain data structures\nPlain data structures (lists and sequnces, vectors, sets, maps) are pretty printed if there isn’t any value inside which needs to be displayed in special kind of way.\n\n(def people-as-maps\n (->> (range 29)\n (mapv (fn [i]\n {:preferred-language ([\"clojure\" \"clojurescript\" \"babashka\"]\n (rand-int 3))\n :age (rand-int 100)}))))\n\n\n(def people-as-vectors\n (->> people-as-maps\n (mapv (juxt :preferred-language :age))))\n\n\n(take 5 people-as-maps)\n\n\n({:preferred-language \"clojurescript\", :age 24}\n {:preferred-language \"babashka\", :age 13}\n {:preferred-language \"clojurescript\", :age 83}\n {:preferred-language \"clojurescript\", :age 96}\n {:preferred-language \"clojurescript\", :age 93})\n\n\n(take 5 people-as-vectors)\n\n\n([\"clojurescript\" 24]\n [\"babashka\" 13]\n [\"clojurescript\" 83]\n [\"clojurescript\" 96]\n [\"clojurescript\" 93])\n\n\n(->> people-as-vectors\n (take 5)\n set)\n\n\n#{[\"clojurescript\" 24]\n [\"babashka\" 13]\n [\"clojurescript\" 93]\n [\"clojurescript\" 83]\n [\"clojurescript\" 96]}\n\nWhen something inside needs to be displayed in a special kind of way, the data structures are printed in a way that makes that clear.\n\n(def nested-structure-1\n {:vector-of-numbers [2 9 -1]\n :vector-of-different-things [\"hi\"\n (kind/hiccup\n [:big [:big \"hello\"]])]\n :map-of-different-things {:markdown (kind/md [\"*hi*, **hi**\"])\n :number 9999}\n :hiccup (kind/hiccup\n [:big [:big \"bye\"]])\n :dataset (tc/dataset {:x (range 3)\n :y [:A :B :C]})})\n\n\nnested-structure-1\n\n{:vector-of-numbers [2 9 -1]\n\n\n\n\n\n\n\n\n:vector-of-different-things\n\n\n\n[\n\n\n\"hi\"\n\nhello\n\n]\n\n\n\n\n\n\n\n\n\n\n\n\n\n:map-of-different-things\n\n\n\n{\n\n\n\n\n\n\n\n\n\n:markdown\n\n\n\nhi, hi\n\n\n\n\n\n\n:number 9999\n\n\n}\n\n\n\n\n\n\n\n\n\n\n\n\n\n:hiccup\n\n\nbye\n\n\n\n\n\n\n\n\n\n\n\n\n:dataset\n\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n:A\n\n\n1\n:B\n\n\n2\n:C\n\n\n\n\n\n\n\n\n}", + "section": "2.11 Plain data structures", + "text": "2.11 Plain data structures\nPlain data structures (lists and sequnces, vectors, sets, maps) are pretty printed if there isn’t any value inside which needs to be displayed in special kind of way.\n\n(def people-as-maps\n (->> (range 29)\n (mapv (fn [i]\n {:preferred-language ([\"clojure\" \"clojurescript\" \"babashka\"]\n (rand-int 3))\n :age (rand-int 100)}))))\n\n\n(def people-as-vectors\n (->> people-as-maps\n (mapv (juxt :preferred-language :age))))\n\n\n(take 5 people-as-maps)\n\n\n({:preferred-language \"clojure\", :age 49}\n {:preferred-language \"clojure\", :age 6}\n {:preferred-language \"clojurescript\", :age 86}\n {:preferred-language \"clojure\", :age 68}\n {:preferred-language \"clojurescript\", :age 65})\n\n\n(take 5 people-as-vectors)\n\n\n([\"clojure\" 49]\n [\"clojure\" 6]\n [\"clojurescript\" 86]\n [\"clojure\" 68]\n [\"clojurescript\" 65])\n\n\n(->> people-as-vectors\n (take 5)\n set)\n\n\n#{[\"clojurescript\" 65]\n [\"clojurescript\" 86]\n [\"clojure\" 6]\n [\"clojure\" 49]\n [\"clojure\" 68]}\n\nWhen something inside needs to be displayed in a special kind of way, the data structures are printed in a way that makes that clear.\n\n(def nested-structure-1\n {:vector-of-numbers [2 9 -1]\n :vector-of-different-things [\"hi\"\n (kind/hiccup\n [:big [:big \"hello\"]])]\n :map-of-different-things {:markdown (kind/md [\"*hi*, **hi**\"])\n :number 9999}\n :hiccup (kind/hiccup\n [:big [:big \"bye\"]])\n :dataset (tc/dataset {:x (range 3)\n :y [:A :B :C]})})\n\n\nnested-structure-1\n\n{:vector-of-numbers [2 9 -1]\n\n\n\n\n\n\n\n\n:vector-of-different-things\n\n\n\n[\n\n\n\"hi\"\n\nhello\n\n]\n\n\n\n\n\n\n\n\n\n\n\n\n\n:map-of-different-things\n\n\n\n{\n\n\n\n\n\n\n\n\n\n:markdown\n\n\n\nhi, hi\n\n\n\n\n\n\n:number 9999\n\n\n}\n\n\n\n\n\n\n\n\n\n\n\n\n\n:hiccup\n\n\nbye\n\n\n\n\n\n\n\n\n\n\n\n\n:dataset\n\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n:A\n\n\n1\n:B\n\n\n2\n:C\n\n\n\n\n\n\n\n\n}", "crumbs": [ "2  Examples" ] @@ -313,8 +323,8 @@ "objectID": "clay_book.examples.html#pretty-printing", "href": "clay_book.examples.html#pretty-printing", "title": "2  Examples", - "section": "2.11 Pretty printing", - "text": "2.11 Pretty printing\nThe :kind/pprint kind makes sure to simply pretty-print values:\n\n(kind/pprint nested-structure-1)\n\n\n{:vector-of-numbers [2 9 -1],\n :vector-of-different-things [\"hi\" [:big [:big \"hello\"]]],\n :map-of-different-things {:markdown [\"*hi*, **hi**\"], :number 9999},\n :hiccup [:big [:big \"bye\"]],\n :dataset _unnamed [3 2]:\n\n| :x | :y |\n|---:|----|\n| 0 | :A |\n| 1 | :B |\n| 2 | :C |\n}", + "section": "2.12 Pretty printing", + "text": "2.12 Pretty printing\nThe :kind/pprint kind makes sure to simply pretty-print values:\n\n(kind/pprint nested-structure-1)\n\n\n{:vector-of-numbers [2 9 -1],\n :vector-of-different-things [\"hi\" [:big [:big \"hello\"]]],\n :map-of-different-things {:markdown [\"*hi*, **hi**\"], :number 9999},\n :hiccup [:big [:big \"bye\"]],\n :dataset _unnamed [3 2]:\n\n| :x | :y |\n|---:|----|\n| 0 | :A |\n| 1 | :B |\n| 2 | :C |\n}", "crumbs": [ "2  Examples" ] @@ -323,8 +333,8 @@ "objectID": "clay_book.examples.html#datasets", "href": "clay_book.examples.html#datasets", "title": "2  Examples", - "section": "2.12 Datasets", - "text": "2.12 Datasets\ntech.ml.dataset datasets currently use the default printing of the library,\nLet us create such a dataset using Tablecloth.\n\n(require '[tablecloth.api :as tc])\n\n\n(-> {:x (range 6)\n :y [:A :B :C :A :B :C]}\n tc/dataset)\n\n\n_unnamed [6 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n:A\n\n\n1\n:B\n\n\n2\n:C\n\n\n3\n:A\n\n\n4\n:B\n\n\n5\n:C\n\n\n\n\n\n(-> {:x [1 [2 3] 4]\n :y [:A :B :C]}\n tc/dataset)\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n1\n:A\n\n\n[2 3]\n:B\n\n\n4\n:C\n\n\n\n\n\n(-> [{:x 1 :y 2 :z 3}\n {:y 4 :z 5}]\n tc/dataset)\n\n\n_unnamed [2 3]:\n\n\n\n:x\n:y\n:z\n\n\n\n\n1\n2\n3\n\n\n\n4\n5\n\n\n\n\n\n(-> people-as-maps\n tc/dataset)\n\n\n_unnamed [29 2]:\n\n\n\n:preferred-language\n:age\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\nclojurescript\n74\n\n\nbabashka\n6\n\n\nclojure\n3\n\n\nclojure\n30\n\n\nclojure\n71\n\n\n…\n…\n\n\nbabashka\n53\n\n\nbabashka\n27\n\n\nclojurescript\n86\n\n\nbabashka\n72\n\n\nclojure\n93\n\n\nbabashka\n2\n\n\nclojurescript\n23\n\n\nclojurescript\n87\n\n\nbabashka\n25\n\n\nclojure\n50\n\n\nbabashka\n14\n\n\n\n\nSome kind options of kind/dataset control the way a dataset is printed.\n\n(-> {:x (range 30)}\n tc/dataset\n (kind/dataset {:dataset/print-range 6}))\n\n\n_unnamed [30 1]:\n\n\n\n:x\n\n\n\n\n0\n\n\n1\n\n\n2\n\n\n…\n\n\n26\n\n\n27\n\n\n28\n\n\n29", + "section": "2.13 Datasets", + "text": "2.13 Datasets\ntech.ml.dataset datasets currently use the default printing of the library,\nLet us create such a dataset using Tablecloth.\n\n(require '[tablecloth.api :as tc])\n\n\n(-> {:x (range 6)\n :y [:A :B :C :A :B :C]}\n tc/dataset)\n\n\n_unnamed [6 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n:A\n\n\n1\n:B\n\n\n2\n:C\n\n\n3\n:A\n\n\n4\n:B\n\n\n5\n:C\n\n\n\n\n\n(-> {:x [1 [2 3] 4]\n :y [:A :B :C]}\n tc/dataset)\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n1\n:A\n\n\n[2 3]\n:B\n\n\n4\n:C\n\n\n\n\n\n(-> [{:x 1 :y 2 :z 3}\n {:y 4 :z 5}]\n tc/dataset)\n\n\n_unnamed [2 3]:\n\n\n\n:x\n:y\n:z\n\n\n\n\n1\n2\n3\n\n\n\n4\n5\n\n\n\n\n\n(-> people-as-maps\n tc/dataset)\n\n\n_unnamed [29 2]:\n\n\n\n:preferred-language\n:age\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\nbabashka\n59\n\n\nbabashka\n77\n\n\nbabashka\n61\n\n\nclojure\n22\n\n\nclojure\n12\n\n\n…\n…\n\n\nclojurescript\n40\n\n\nbabashka\n67\n\n\nclojure\n0\n\n\nbabashka\n97\n\n\nbabashka\n62\n\n\nbabashka\n78\n\n\nbabashka\n27\n\n\nclojurescript\n28\n\n\nbabashka\n91\n\n\nbabashka\n34\n\n\nclojurescript\n41\n\n\n\n\nSome kind options of kind/dataset control the way a dataset is printed.\n\n(-> {:x (range 30)}\n tc/dataset\n (kind/dataset {:dataset/print-range 6}))\n\n\n_unnamed [30 1]:\n\n\n\n:x\n\n\n\n\n0\n\n\n1\n\n\n2\n\n\n…\n\n\n26\n\n\n27\n\n\n28\n\n\n29", "crumbs": [ "2  Examples" ] @@ -333,8 +343,8 @@ "objectID": "clay_book.examples.html#tables", "href": "clay_book.examples.html#tables", "title": "2  Examples", - "section": "2.13 Tables", - "text": "2.13 Tables\nThe :kind/table kind can be handy for an interactive table view. :kind/table understands many structures which can be rendered as a table.\nA map containing either :row-vectors (sequence of sequences) or row-maps (sequence of maps) keys with optional :column-names.\n\n(kind/table\n {:column-names [:preferred-language :age]\n :row-vectors people-as-vectors})\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\nclojurescript\n74\n\n\nbabashka\n6\n\n\nclojure\n3\n\n\nclojure\n30\n\n\nclojure\n71\n\n\nclojurescript\n49\n\n\nclojure\n94\n\n\nbabashka\n50\n\n\nbabashka\n88\n\n\nclojure\n55\n\n\nclojurescript\n2\n\n\nclojure\n24\n\n\nclojurescript\n10\n\n\nbabashka\n53\n\n\nbabashka\n27\n\n\nclojurescript\n86\n\n\nbabashka\n72\n\n\nclojure\n93\n\n\nbabashka\n2\n\n\nclojurescript\n23\n\n\nclojurescript\n87\n\n\nbabashka\n25\n\n\nclojure\n50\n\n\nbabashka\n14\n\n\n\n\n\nLack of column names produces table without a header.\n\n(kind/table\n {:row-vectors (take 5 people-as-vectors)})\n\n\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\n\n\n\nColumn names are inferred from a sequence of maps\n\n(kind/table\n {:row-maps (take 5 people-as-maps)})\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\n\n\n\nWe can limit displayed columns for sequence of maps case.\n\n(kind/table\n {:column-names [:preferred-language]\n :row-maps (take 5 people-as-maps)})\n\n\n\n\n\n\npreferred-language\n\n\n\n\nclojurescript\n\n\nbabashka\n\n\nclojurescript\n\n\nclojurescript\n\n\nclojurescript\n\n\n\n\n\nSequence of sequences and sequence of maps also work\n\n(kind/table (take 5 people-as-vectors))\n\n\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\n\n\n\n\n(kind/table (take 5 people-as-maps))\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\n\n\n\nAdditionally map of sequences is supported (unless it contains :row-vectors or :row-maps key, see such case above).\n\n(kind/table {:x (range 6)\n :y [:A :B :C :A :B :C]})\n\n\n\n\n\n\nx\ny\n\n\n\n\n0\nA\n\n\n1\nB\n\n\n2\nC\n\n\n3\nA\n\n\n4\nB\n\n\n5\nC\n\n\n\n\n\nA dataset can be also treated as a table input.\n\n(def people-as-dataset\n (tc/dataset people-as-maps))\n\n\n(-> people-as-dataset\n kind/table)\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\nclojurescript\n74\n\n\nbabashka\n6\n\n\nclojure\n3\n\n\nclojure\n30\n\n\nclojure\n71\n\n\nclojurescript\n49\n\n\nclojure\n94\n\n\nbabashka\n50\n\n\nbabashka\n88\n\n\nclojure\n55\n\n\nclojurescript\n2\n\n\nclojure\n24\n\n\nclojurescript\n10\n\n\nbabashka\n53\n\n\nbabashka\n27\n\n\nclojurescript\n86\n\n\nbabashka\n72\n\n\nclojure\n93\n\n\nbabashka\n2\n\n\nclojurescript\n23\n\n\nclojurescript\n87\n\n\nbabashka\n25\n\n\nclojure\n50\n\n\nbabashka\n14\n\n\n\n\n\nAdditional options may hint at way the table should be rendered.\n\n(-> people-as-dataset\n (kind/table {:element/max-height \"300px\"}))\n\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojurescript\n24\n\n\nbabashka\n13\n\n\nclojurescript\n83\n\n\nclojurescript\n96\n\n\nclojurescript\n93\n\n\nclojurescript\n74\n\n\nbabashka\n6\n\n\nclojure\n3\n\n\nclojure\n30\n\n\nclojure\n71\n\n\nclojurescript\n49\n\n\nclojure\n94\n\n\nbabashka\n50\n\n\nbabashka\n88\n\n\nclojure\n55\n\n\nclojurescript\n2\n\n\nclojure\n24\n\n\nclojurescript\n10\n\n\nbabashka\n53\n\n\nbabashka\n27\n\n\nclojurescript\n86\n\n\nbabashka\n72\n\n\nclojure\n93\n\n\nbabashka\n2\n\n\nclojurescript\n23\n\n\nclojurescript\n87\n\n\nbabashka\n25\n\n\nclojure\n50\n\n\nbabashka\n14\n\n\n\n\n\n\nIt is possible to use datatables to reneder kind/table, and in this case the user may specify datatables options (see the full list).\n\n(-> people-as-maps\n tc/dataset\n (kind/table {:use-datatables true}))\n\n\n\npreferred-languageageclojurescript24babashka13clojurescript83clojurescript96clojurescript93clojurescript74babashka6clojure3clojure30clojure71clojurescript49clojure94babashka50babashka88clojure55clojurescript2clojure24clojurescript10babashka53babashka27clojurescript86babashka72clojure93babashka2clojurescript23clojurescript87babashka25clojure50babashka14\n\n\n\n(-> people-as-dataset\n (kind/table {:use-datatables true\n :datatables {:scrollY 300}}))\n\n\n\npreferred-languageageclojurescript24babashka13clojurescript83clojurescript96clojurescript93clojurescript74babashka6clojure3clojure30clojure71clojurescript49clojure94babashka50babashka88clojure55clojurescript2clojure24clojurescript10babashka53babashka27clojurescript86babashka72clojure93babashka2clojurescript23clojurescript87babashka25clojure50babashka14", + "section": "2.14 Tables", + "text": "2.14 Tables\nThe :kind/table kind can be handy for an interactive table view. :kind/table understands many structures which can be rendered as a table.\nA map containing either :row-vectors (sequence of sequences) or row-maps (sequence of maps) keys with optional :column-names.\n\n(kind/table\n {:column-names [:preferred-language :age]\n :row-vectors people-as-vectors})\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\nbabashka\n59\n\n\nbabashka\n77\n\n\nbabashka\n61\n\n\nclojure\n22\n\n\nclojure\n12\n\n\nbabashka\n21\n\n\nbabashka\n96\n\n\nbabashka\n25\n\n\nbabashka\n80\n\n\nclojure\n93\n\n\nbabashka\n10\n\n\nclojurescript\n61\n\n\nbabashka\n70\n\n\nclojurescript\n40\n\n\nbabashka\n67\n\n\nclojure\n0\n\n\nbabashka\n97\n\n\nbabashka\n62\n\n\nbabashka\n78\n\n\nbabashka\n27\n\n\nclojurescript\n28\n\n\nbabashka\n91\n\n\nbabashka\n34\n\n\nclojurescript\n41\n\n\n\n\n\nLack of column names produces table without a header.\n\n(kind/table\n {:row-vectors (take 5 people-as-vectors)})\n\n\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\n\n\n\nColumn names are inferred from a sequence of maps\n\n(kind/table\n {:row-maps (take 5 people-as-maps)})\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\n\n\n\nWe can limit displayed columns for sequence of maps case.\n\n(kind/table\n {:column-names [:preferred-language]\n :row-maps (take 5 people-as-maps)})\n\n\n\n\n\n\npreferred-language\n\n\n\n\nclojure\n\n\nclojure\n\n\nclojurescript\n\n\nclojure\n\n\nclojurescript\n\n\n\n\n\nSequence of sequences and sequence of maps also work\n\n(kind/table (take 5 people-as-vectors))\n\n\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\n\n\n\n\n(kind/table (take 5 people-as-maps))\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\n\n\n\nAdditionally map of sequences is supported (unless it contains :row-vectors or :row-maps key, see such case above).\n\n(kind/table {:x (range 6)\n :y [:A :B :C :A :B :C]})\n\n\n\n\n\n\nx\ny\n\n\n\n\n0\nA\n\n\n1\nB\n\n\n2\nC\n\n\n3\nA\n\n\n4\nB\n\n\n5\nC\n\n\n\n\n\nA dataset can be also treated as a table input.\n\n(def people-as-dataset\n (tc/dataset people-as-maps))\n\n\n(-> people-as-dataset\n kind/table)\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\nbabashka\n59\n\n\nbabashka\n77\n\n\nbabashka\n61\n\n\nclojure\n22\n\n\nclojure\n12\n\n\nbabashka\n21\n\n\nbabashka\n96\n\n\nbabashka\n25\n\n\nbabashka\n80\n\n\nclojure\n93\n\n\nbabashka\n10\n\n\nclojurescript\n61\n\n\nbabashka\n70\n\n\nclojurescript\n40\n\n\nbabashka\n67\n\n\nclojure\n0\n\n\nbabashka\n97\n\n\nbabashka\n62\n\n\nbabashka\n78\n\n\nbabashka\n27\n\n\nclojurescript\n28\n\n\nbabashka\n91\n\n\nbabashka\n34\n\n\nclojurescript\n41\n\n\n\n\n\nAdditional options may hint at way the table should be rendered.\n\n(-> people-as-dataset\n (kind/table {:element/max-height \"300px\"}))\n\n\n\n\n\n\n\npreferred-language\nage\n\n\n\n\nclojure\n49\n\n\nclojure\n6\n\n\nclojurescript\n86\n\n\nclojure\n68\n\n\nclojurescript\n65\n\n\nbabashka\n59\n\n\nbabashka\n77\n\n\nbabashka\n61\n\n\nclojure\n22\n\n\nclojure\n12\n\n\nbabashka\n21\n\n\nbabashka\n96\n\n\nbabashka\n25\n\n\nbabashka\n80\n\n\nclojure\n93\n\n\nbabashka\n10\n\n\nclojurescript\n61\n\n\nbabashka\n70\n\n\nclojurescript\n40\n\n\nbabashka\n67\n\n\nclojure\n0\n\n\nbabashka\n97\n\n\nbabashka\n62\n\n\nbabashka\n78\n\n\nbabashka\n27\n\n\nclojurescript\n28\n\n\nbabashka\n91\n\n\nbabashka\n34\n\n\nclojurescript\n41\n\n\n\n\n\n\nIt is possible to use datatables to reneder kind/table, and in this case the user may specify datatables options (see the full list).\n\n(-> people-as-maps\n tc/dataset\n (kind/table {:use-datatables true}))\n\n\n\npreferred-languageageclojure49clojure6clojurescript86clojure68clojurescript65babashka59babashka77babashka61clojure22clojure12babashka21babashka96babashka25babashka80clojure93babashka10clojurescript61babashka70clojurescript40babashka67clojure0babashka97babashka62babashka78babashka27clojurescript28babashka91babashka34clojurescript41\n\n\n\n(-> people-as-dataset\n (kind/table {:use-datatables true\n :datatables {:scrollY 300}}))\n\n\n\npreferred-languageageclojure49clojure6clojurescript86clojure68clojurescript65babashka59babashka77babashka61clojure22clojure12babashka21babashka96babashka25babashka80clojure93babashka10clojurescript61babashka70clojurescript40babashka67clojure0babashka97babashka62babashka78babashka27clojurescript28babashka91babashka34clojurescript41", "crumbs": [ "2  Examples" ] @@ -343,8 +353,8 @@ "objectID": "clay_book.examples.html#vega-and-vega-lite", "href": "clay_book.examples.html#vega-and-vega-lite", "title": "2  Examples", - "section": "2.14 Vega and Vega-Lite", - "text": "2.14 Vega and Vega-Lite\n\n(defn vega-lite-point-plot [data]\n (-> {:data {:values data},\n :mark \"point\"\n :encoding\n {:size {:field \"w\" :type \"quantitative\"}\n :x {:field \"x\", :type \"quantitative\"},\n :y {:field \"y\", :type \"quantitative\"},\n :fill {:field \"z\", :type \"nominal\"}}}\n kind/vega-lite))\n\n\n(defn random-data [n]\n (->> (repeatedly n #(- (rand) 0.5))\n (reductions +)\n (map-indexed (fn [x y]\n {:w (rand-int 9)\n :z (rand-int 9)\n :x x\n :y y}))))\n\n\n(defn random-vega-lite-plot [n]\n (-> n\n random-data\n vega-lite-point-plot))\n\n\n(random-vega-lite-plot 9)\n\n\nWhen the vega/vega-lite data is given in CSV format, Clay will serve it in a separate CSV file alongside the generated HTML.\n\n(-> {:data {:values \"x,y\n1,1\n2,4\n3,9\n-1,1\n-2,4\n-3,9\"\n :format {:type :csv}},\n :mark \"point\"\n :encoding\n {:x {:field \"x\", :type \"quantitative\"}\n :y {:field \"y\", :type \"quantitative\"}}}\n kind/vega-lite)", + "section": "2.15 Vega and Vega-Lite", + "text": "2.15 Vega and Vega-Lite\n\n(defn vega-lite-point-plot [data]\n (-> {:data {:values data},\n :mark \"point\"\n :encoding\n {:size {:field \"w\" :type \"quantitative\"}\n :x {:field \"x\", :type \"quantitative\"},\n :y {:field \"y\", :type \"quantitative\"},\n :fill {:field \"z\", :type \"nominal\"}}}\n kind/vega-lite))\n\n\n(defn random-data [n]\n (->> (repeatedly n #(- (rand) 0.5))\n (reductions +)\n (map-indexed (fn [x y]\n {:w (rand-int 9)\n :z (rand-int 9)\n :x x\n :y y}))))\n\n\n(defn random-vega-lite-plot [n]\n (-> n\n random-data\n vega-lite-point-plot))\n\n\n(random-vega-lite-plot 9)\n\n\nWhen the vega/vega-lite data is given in CSV format, Clay will serve it in a separate CSV file alongside the generated HTML.\n\n(-> {:data {:values \"x,y\n1,1\n2,4\n3,9\n-1,1\n-2,4\n-3,9\"\n :format {:type :csv}},\n :mark \"point\"\n :encoding\n {:x {:field \"x\", :type \"quantitative\"}\n :y {:field \"y\", :type \"quantitative\"}}}\n kind/vega-lite)", "crumbs": [ "2  Examples" ] @@ -353,8 +363,8 @@ "objectID": "clay_book.examples.html#cytoscape", "href": "clay_book.examples.html#cytoscape", "title": "2  Examples", - "section": "2.15 Cytoscape", - "text": "2.15 Cytoscape\nSee the Cytoscape docs.\n\n(def cytoscape-example\n {:elements {:nodes [{:data {:id \"a\" :parent \"b\"} :position {:x 215 :y 85}}\n {:data {:id \"b\"}}\n {:data {:id \"c\" :parent \"b\"} :position {:x 300 :y 85}}\n {:data {:id \"d\"} :position {:x 215 :y 175}}\n {:data {:id \"e\"}}\n {:data {:id \"f\" :parent \"e\"} :position {:x 300 :y 175}}]\n :edges [{:data {:id \"ad\" :source \"a\" :target \"d\"}}\n {:data {:id \"eb\" :source \"e\" :target \"b\"}}]}\n :style [{:selector \"node\"\n :css {:content \"data(id)\"\n :text-valign \"center\"\n :text-halign \"center\"}}\n {:selector \"parent\"\n :css {:text-valign \"top\"\n :text-halign \"center\"}}\n {:selector \"edge\"\n :css {:curve-style \"bezier\"\n :target-arrow-shape \"triangle\"}}]\n :layout {:name \"preset\"\n :padding 5}})\n\n\n(kind/cytoscape\n cytoscape-example)\n\n\n\n(-> cytoscape-example\n (kind/cytoscape {:style\n {:width \"100px\"\n :height \"100px\"}}))", + "section": "2.16 Cytoscape", + "text": "2.16 Cytoscape\nSee the Cytoscape docs.\n\n(def cytoscape-example\n {:elements {:nodes [{:data {:id \"a\" :parent \"b\"} :position {:x 215 :y 85}}\n {:data {:id \"b\"}}\n {:data {:id \"c\" :parent \"b\"} :position {:x 300 :y 85}}\n {:data {:id \"d\"} :position {:x 215 :y 175}}\n {:data {:id \"e\"}}\n {:data {:id \"f\" :parent \"e\"} :position {:x 300 :y 175}}]\n :edges [{:data {:id \"ad\" :source \"a\" :target \"d\"}}\n {:data {:id \"eb\" :source \"e\" :target \"b\"}}]}\n :style [{:selector \"node\"\n :css {:content \"data(id)\"\n :text-valign \"center\"\n :text-halign \"center\"}}\n {:selector \"parent\"\n :css {:text-valign \"top\"\n :text-halign \"center\"}}\n {:selector \"edge\"\n :css {:curve-style \"bezier\"\n :target-arrow-shape \"triangle\"}}]\n :layout {:name \"preset\"\n :padding 5}})\n\n\n(kind/cytoscape\n cytoscape-example)\n\n\n\n(-> cytoscape-example\n (kind/cytoscape {:style\n {:width \"100px\"\n :height \"100px\"}}))", "crumbs": [ "2  Examples" ] @@ -363,8 +373,8 @@ "objectID": "clay_book.examples.html#echarts", "href": "clay_book.examples.html#echarts", "title": "2  Examples", - "section": "2.16 ECharts", - "text": "2.16 ECharts\nThis example is taken from Apache ECharts’ Getting Started.\n\n(def echarts-example\n {:title {:text \"Echarts Example\"}\n :tooltip {}\n :legend {:data [\"sales\"]}\n :xAxis {:data [\"Shirts\", \"Cardigans\", \"Chiffons\",\n \"Pants\", \"Heels\", \"Socks\"]}\n :yAxis {}\n :series [{:name \"sales\"\n :type \"bar\"\n :data [5 20 36\n 10 10 20]}]})\n\n\n(kind/echarts\n echarts-example)\n\n\n\n(-> echarts-example\n (kind/echarts {:style\n {:width \"500px\"\n :height \"200px\"}}))", + "section": "2.17 ECharts", + "text": "2.17 ECharts\nThis example is taken from Apache ECharts’ Getting Started.\n\n(def echarts-example\n {:title {:text \"Echarts Example\"}\n :tooltip {}\n :legend {:data [\"sales\"]}\n :xAxis {:data [\"Shirts\", \"Cardigans\", \"Chiffons\",\n \"Pants\", \"Heels\", \"Socks\"]}\n :yAxis {}\n :series [{:name \"sales\"\n :type \"bar\"\n :data [5 20 36\n 10 10 20]}]})\n\n\n(kind/echarts\n echarts-example)\n\n\n\n(-> echarts-example\n (kind/echarts {:style\n {:width \"500px\"\n :height \"200px\"}}))", "crumbs": [ "2  Examples" ] @@ -373,8 +383,8 @@ "objectID": "clay_book.examples.html#plotly", "href": "clay_book.examples.html#plotly", "title": "2  Examples", - "section": "2.17 Plotly", - "text": "2.17 Plotly\nSee the plotly.js docs.\n\n(def plotly-example\n {:data [{:x [0 1 3 2]\n :y [0 6 4 5]\n :z [0 8 9 7]\n :type :scatter3d\n :mode :lines+markers\n :opacity 0.5\n :line {:width 5}\n :marker {:size 4\n :colorscale :Viridis}}]\n :layout {:title \"Plotly example\"}})\n\n\n(kind/plotly\n plotly-example)\n\n\n\n(-> plotly-example\n (kind/plotly {:style\n {:width \"300px\"\n :height \"300px\"}}))", + "section": "2.18 Plotly", + "text": "2.18 Plotly\nSee the plotly.js docs.\n\n(def plotly-example\n {:data [{:x [0 1 3 2]\n :y [0 6 4 5]\n :z [0 8 9 7]\n :type :scatter3d\n :mode :lines+markers\n :opacity 0.5\n :line {:width 5}\n :marker {:size 4\n :colorscale :Viridis}}]\n :layout {:title \"Plotly example\"}})\n\n\n(kind/plotly\n plotly-example)\n\n\n\n(-> plotly-example\n (kind/plotly {:style\n {:width \"300px\"\n :height \"300px\"}}))", "crumbs": [ "2  Examples" ] @@ -383,8 +393,8 @@ "objectID": "clay_book.examples.html#highcharts", "href": "clay_book.examples.html#highcharts", "title": "2  Examples", - "section": "2.18 Highcharts", - "text": "2.18 Highcharts\n\n(kind/highcharts\n {:title {:text \"Line chart\"}\n :subtitle {:text \"By Job Category\"}\n :yAxis {:title {:text \"Number of Employees\"}}\n :series [{:name \"Installation & Developers\"\n :data [43934, 48656, 65165, 81827, 112143, 142383,\n 171533, 165174, 155157, 161454, 154610]}\n\n {:name \"Manufacturing\",\n :data [24916, 37941, 29742, 29851, 32490, 30282,\n 38121, 36885, 33726, 34243, 31050]}\n\n {:name \"Sales & Distribution\",\n :data [11744, 30000, 16005, 19771, 20185, 24377,\n 32147, 30912, 29243, 29213, 25663]}\n\n {:name \"Operations & Maintenance\",\n :data [nil, nil, nil, nil, nil, nil, nil,\n nil, 11164, 11218, 10077]}\n\n {:name \"Other\",\n :data [21908, 5548, 8105, 11248, 8989, 11816, 18274,\n 17300, 13053, 11906, 10073]}]\n\n :xAxis {:accessibility {:rangeDescription \"Range: 2010 to 2020\"}}\n\n :legend {:layout \"vertical\",\n :align \"right\",\n :verticalAlign \"middle\"}\n\n :plotOptions {:series {:label {:connectorAllowed false},\n :pointStart 2010}}\n\n :responsive {:rules [{:condition {:maxWidth 500},\n :chartOptions {:legend {:layout \"horizontal\",\n :align \"center\",\n :verticalAlign \"bottom\"}}}]}})", + "section": "2.19 Highcharts", + "text": "2.19 Highcharts\n\n(kind/highcharts\n {:title {:text \"Line chart\"}\n :subtitle {:text \"By Job Category\"}\n :yAxis {:title {:text \"Number of Employees\"}}\n :series [{:name \"Installation & Developers\"\n :data [43934, 48656, 65165, 81827, 112143, 142383,\n 171533, 165174, 155157, 161454, 154610]}\n\n {:name \"Manufacturing\",\n :data [24916, 37941, 29742, 29851, 32490, 30282,\n 38121, 36885, 33726, 34243, 31050]}\n\n {:name \"Sales & Distribution\",\n :data [11744, 30000, 16005, 19771, 20185, 24377,\n 32147, 30912, 29243, 29213, 25663]}\n\n {:name \"Operations & Maintenance\",\n :data [nil, nil, nil, nil, nil, nil, nil,\n nil, 11164, 11218, 10077]}\n\n {:name \"Other\",\n :data [21908, 5548, 8105, 11248, 8989, 11816, 18274,\n 17300, 13053, 11906, 10073]}]\n\n :xAxis {:accessibility {:rangeDescription \"Range: 2010 to 2020\"}}\n\n :legend {:layout \"vertical\",\n :align \"right\",\n :verticalAlign \"middle\"}\n\n :plotOptions {:series {:label {:connectorAllowed false},\n :pointStart 2010}}\n\n :responsive {:rules [{:condition {:maxWidth 500},\n :chartOptions {:legend {:layout \"horizontal\",\n :align \"center\",\n :verticalAlign \"bottom\"}}}]}})", "crumbs": [ "2  Examples" ] @@ -393,8 +403,8 @@ "objectID": "clay_book.examples.html#observable", "href": "clay_book.examples.html#observable", "title": "2  Examples", - "section": "2.19 Observable", - "text": "2.19 Observable\nObservable visualizations are supported when rendering through Quarto.\nThe following is adapted from the Penguins example in Quarto’s documentation.\nNote that you can save your Clojure data as a csv file and refer to it from within your Observable code. See Referring to files for more information. In this case, we are using the local file, \"notebooks/datasets/palmer-penguins.csv\", which is transparently copied by Clay alongside the target HTML.\n\n(kind/observable\n \"\n//| panel: input\nviewof bill_length_min = Inputs.range(\n [32, 50],\n {value: 35, step: 1, label: 'Bill length (min):'}\n )\nviewof islands = Inputs.checkbox(\n ['Torgersen', 'Biscoe', 'Dream'],\n { value: ['Torgersen', 'Biscoe'],\n label: 'Islands:'\n }\n )\n\nPlot.rectY(filtered,\n Plot.binX(\n {y: 'count'},\n {x: 'body_mass_g', fill: 'species', thresholds: 20}\n ))\n .plot({\n facet: {\n data: filtered,\n x: 'sex',\n y: 'species',\n marginRight: 80\n },\n marks: [\n Plot.frame(),\n ]\n }\n )\nInputs.table(filtered)\npenguins = FileAttachment('notebooks/datasets/palmer-penguins.csv').csv({ typed: true })\nfiltered = penguins.filter(function(penguin) {\n return bill_length_min < penguin.bill_length_mm &&\n islands.includes(penguin.island);\n })\n\")\n\n\nviewof bill_length_min = Inputs.range(\n [32, 50],\n {value: 35, step: 1, label: 'Bill length (min):'}\n )\nviewof islands = Inputs.checkbox(\n ['Torgersen', 'Biscoe', 'Dream'],\n { value: ['Torgersen', 'Biscoe'],\n label: 'Islands:'\n }\n )\n\nPlot.rectY(filtered,\n Plot.binX(\n {y: 'count'},\n {x: 'body_mass_g', fill: 'species', thresholds: 20}\n ))\n .plot({\n facet: {\n data: filtered,\n x: 'sex',\n y: 'species',\n marginRight: 80\n },\n marks: [\n Plot.frame(),\n ]\n }\n )\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nInputs.table(filtered)\n\n\n\n\n\n\n\npenguins = FileAttachment('notebooks/datasets/palmer-penguins.csv').csv({ typed: true })\nfiltered = penguins.filter(function(penguin) {\n return bill_length_min < penguin.bill_length_mm &&\n islands.includes(penguin.island);\n })\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nMore examples from Quarto’s Observable documentation:\n\n(kind/observable\n \"athletes = FileAttachment('notebooks/datasets/athletes.csv').csv({typed: true})\")\n\n\nathletes = FileAttachment('notebooks/datasets/athletes.csv').csv({typed: true})\n\n\n\n\n\n\n\n(kind/observable\n \"athletes\")\n\n\nathletes\n\n\n\n\n\n\n\n(kind/observable\n \"Inputs.table(athletes)\")\n\n\nInputs.table(athletes)\n\n\n\n\n\n\n\n(kind/observable\n \"\nPlot.plot({\n grid: true,\n facet: {\n data: athletes,\n y: 'sex'\n },\n marks: [\n Plot.rectY(\n athletes,\n Plot.binX({y: 'count'}, {x: 'weight', fill: 'sex'})\n ),\n Plot.ruleY([0])\n ]\n})\n\")\n\n\nPlot.plot({\n grid: true,\n facet: {\n data: athletes,\n y: 'sex'\n },\n marks: [\n Plot.rectY(\n athletes,\n Plot.binX({y: 'count'}, {x: 'weight', fill: 'sex'})\n ),\n Plot.ruleY([0])\n ]\n})\n\n\n\n\n\n\n\n(kind/observable\n \"population = FileAttachment('notebooks/datasets/population.json').json()\")\n\n\npopulation = FileAttachment('notebooks/datasets/population.json').json()\n\n\n\n\n\n\n\n(kind/observable\n \"population\")\n\n\npopulation\n\n\n\n\n\n\n\n(kind/observable\n \" import { chart } with { population as data } from '@d3/zoomable-sunburst'\n chart\")\n\n\nimport { chart } with { population as data } from '@d3/zoomable-sunburst'\n chart", + "section": "2.20 Observable", + "text": "2.20 Observable\nObservable visualizations are supported when rendering through Quarto.\nThe following is adapted from the Penguins example in Quarto’s documentation.\nNote that you can save your Clojure data as a csv file and refer to it from within your Observable code. See Referring to files for more information. In this case, we are using the local file, \"notebooks/datasets/palmer-penguins.csv\", which is transparently copied by Clay alongside the target HTML.\n\n(kind/observable\n \"\n//| panel: input\nviewof bill_length_min = Inputs.range(\n [32, 50],\n {value: 35, step: 1, label: 'Bill length (min):'}\n )\nviewof islands = Inputs.checkbox(\n ['Torgersen', 'Biscoe', 'Dream'],\n { value: ['Torgersen', 'Biscoe'],\n label: 'Islands:'\n }\n )\n\nPlot.rectY(filtered,\n Plot.binX(\n {y: 'count'},\n {x: 'body_mass_g', fill: 'species', thresholds: 20}\n ))\n .plot({\n facet: {\n data: filtered,\n x: 'sex',\n y: 'species',\n marginRight: 80\n },\n marks: [\n Plot.frame(),\n ]\n }\n )\nInputs.table(filtered)\npenguins = FileAttachment('notebooks/datasets/palmer-penguins.csv').csv({ typed: true })\nfiltered = penguins.filter(function(penguin) {\n return bill_length_min < penguin.bill_length_mm &&\n islands.includes(penguin.island);\n })\n\")\n\n\nviewof bill_length_min = Inputs.range(\n [32, 50],\n {value: 35, step: 1, label: 'Bill length (min):'}\n )\nviewof islands = Inputs.checkbox(\n ['Torgersen', 'Biscoe', 'Dream'],\n { value: ['Torgersen', 'Biscoe'],\n label: 'Islands:'\n }\n )\n\nPlot.rectY(filtered,\n Plot.binX(\n {y: 'count'},\n {x: 'body_mass_g', fill: 'species', thresholds: 20}\n ))\n .plot({\n facet: {\n data: filtered,\n x: 'sex',\n y: 'species',\n marginRight: 80\n },\n marks: [\n Plot.frame(),\n ]\n }\n )\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nInputs.table(filtered)\n\n\n\n\n\n\n\npenguins = FileAttachment('notebooks/datasets/palmer-penguins.csv').csv({ typed: true })\nfiltered = penguins.filter(function(penguin) {\n return bill_length_min < penguin.bill_length_mm &&\n islands.includes(penguin.island);\n })\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nMore examples from Quarto’s Observable documentation:\n\n(kind/observable\n \"athletes = FileAttachment('notebooks/datasets/athletes.csv').csv({typed: true})\")\n\n\nathletes = FileAttachment('notebooks/datasets/athletes.csv').csv({typed: true})\n\n\n\n\n\n\n\n(kind/observable\n \"athletes\")\n\n\nathletes\n\n\n\n\n\n\n\n(kind/observable\n \"Inputs.table(athletes)\")\n\n\nInputs.table(athletes)\n\n\n\n\n\n\n\n(kind/observable\n \"\nPlot.plot({\n grid: true,\n facet: {\n data: athletes,\n y: 'sex'\n },\n marks: [\n Plot.rectY(\n athletes,\n Plot.binX({y: 'count'}, {x: 'weight', fill: 'sex'})\n ),\n Plot.ruleY([0])\n ]\n})\n\")\n\n\nPlot.plot({\n grid: true,\n facet: {\n data: athletes,\n y: 'sex'\n },\n marks: [\n Plot.rectY(\n athletes,\n Plot.binX({y: 'count'}, {x: 'weight', fill: 'sex'})\n ),\n Plot.ruleY([0])\n ]\n})\n\n\n\n\n\n\n\n(kind/observable\n \"population = FileAttachment('notebooks/datasets/population.json').json()\")\n\n\npopulation = FileAttachment('notebooks/datasets/population.json').json()\n\n\n\n\n\n\n\n(kind/observable\n \"population\")\n\n\npopulation\n\n\n\n\n\n\n\n(kind/observable\n \" import { chart } with { population as data } from '@d3/zoomable-sunburst'\n chart\")\n\n\nimport { chart } with { population as data } from '@d3/zoomable-sunburst'\n chart", "crumbs": [ "2  Examples" ] @@ -403,8 +413,8 @@ "objectID": "clay_book.examples.html#leaflet", "href": "clay_book.examples.html#leaflet", "title": "2  Examples", - "section": "2.20 Leaflet", - "text": "2.20 Leaflet\nThis example was adapted from the Leaflet website. Note we are defining a tile layer using leaflet-providers.\n\n(kind/reagent\n ['(fn []\n [:div {:style {:height \"200px\"}\n :ref (fn [el]\n (let [m (-> js/L\n (.map el)\n (.setView (clj->js [51.505 -0.09])\n 13))]\n (-> js/L\n .-tileLayer\n (.provider \"OpenStreetMap.Mapnik\")\n (.addTo m))\n (-> js/L\n (.marker (clj->js [51.5 -0.09]))\n (.addTo m)\n (.bindPopup \"A pretty CSS popup.<br> Easily customizable.\")\n (.openPopup))))}])]\n ;; Note we need to mention the dependency:\n {:html/deps [:leaflet]})", + "section": "2.21 Leaflet", + "text": "2.21 Leaflet\nThis example was adapted from the Leaflet website. Note we are defining a tile layer using leaflet-providers.\n\n(kind/reagent\n ['(fn []\n [:div {:style {:height \"200px\"}\n :ref (fn [el]\n (let [m (-> js/L\n (.map el)\n (.setView (clj->js [51.505 -0.09])\n 13))]\n (-> js/L\n .-tileLayer\n (.provider \"OpenStreetMap.Mapnik\")\n (.addTo m))\n (-> js/L\n (.marker (clj->js [51.5 -0.09]))\n (.addTo m)\n (.bindPopup \"A pretty CSS popup.<br> Easily customizable.\")\n (.openPopup))))}])]\n ;; Note we need to mention the dependency:\n {:html/deps [:leaflet]})", "crumbs": [ "2  Examples" ] @@ -413,8 +423,8 @@ "objectID": "clay_book.examples.html#d3", "href": "clay_book.examples.html#d3", "title": "2  Examples", - "section": "2.21 D3", - "text": "2.21 D3\nThe following example is adapted from hiccup-d3. The code is a bit different, e.g. (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3)) instead of (d3/scaleOrdinal d3/schemeCategory10). We still need to figure out how to make hiccup-d3’s examples work as they are.\n\n(let [letter-frequencies [{:letter \"A\", :frequency 0.08167}\n {:letter \"B\", :frequency 0.01492}\n {:letter \"C\", :frequency 0.02782}\n {:letter \"D\", :frequency 0.04253}\n {:letter \"E\", :frequency 0.12702}\n {:letter \"F\", :frequency 0.02288}\n {:letter \"G\", :frequency 0.02015}\n {:letter \"H\", :frequency 0.06094}\n {:letter \"I\", :frequency 0.06966}\n {:letter \"J\", :frequency 0.00153}\n {:letter \"K\", :frequency 0.00772}\n {:letter \"L\", :frequency 0.04025}\n {:letter \"M\", :frequency 0.02406}\n {:letter \"N\", :frequency 0.06749}\n {:letter \"O\", :frequency 0.07507}\n {:letter \"P\", :frequency 0.01929}\n {:letter \"Q\", :frequency 0.00095}\n {:letter \"R\", :frequency 0.05987}\n {:letter \"S\", :frequency 0.06327}\n {:letter \"T\", :frequency 0.09056}\n {:letter \"U\", :frequency 0.02758}\n {:letter \"V\", :frequency 0.00978}\n {:letter \"W\", :frequency 0.0236}\n {:letter \"X\", :frequency 0.0015}\n {:letter \"Y\", :frequency 0.01974}\n {:letter \"Z\", :frequency 0.00074}]]\n (kind/reagent\n ['(fn [data]\n (let [size 400\n x (-> js/d3\n .scaleLinear\n (.range (into-array [0 size]))\n (.domain (into-array [0 (apply max (map :frequency data))])))\n y (-> js/d3\n .scaleBand\n (.domain (into-array (map :letter data)))\n (.range (into-array [0 size])))\n color (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3))]\n [:svg\n {:viewBox (str \"0 0 \" size \" \" size)}\n (map\n (fn\n [{:keys [letter frequency]}]\n [:g\n {:key letter, :transform (str \"translate(\" 0 \",\" (y letter) \")\")}\n [:rect\n {:x (x 0),\n :height (.bandwidth y),\n :fill (color letter),\n :width (x frequency)}]])\n data)]))\n letter-frequencies]\n {:html/deps [:d3]}))", + "section": "2.22 D3", + "text": "2.22 D3\nThe following example is adapted from hiccup-d3. The code is a bit different, e.g. (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3)) instead of (d3/scaleOrdinal d3/schemeCategory10). We still need to figure out how to make hiccup-d3’s examples work as they are.\n\n(let [letter-frequencies [{:letter \"A\", :frequency 0.08167}\n {:letter \"B\", :frequency 0.01492}\n {:letter \"C\", :frequency 0.02782}\n {:letter \"D\", :frequency 0.04253}\n {:letter \"E\", :frequency 0.12702}\n {:letter \"F\", :frequency 0.02288}\n {:letter \"G\", :frequency 0.02015}\n {:letter \"H\", :frequency 0.06094}\n {:letter \"I\", :frequency 0.06966}\n {:letter \"J\", :frequency 0.00153}\n {:letter \"K\", :frequency 0.00772}\n {:letter \"L\", :frequency 0.04025}\n {:letter \"M\", :frequency 0.02406}\n {:letter \"N\", :frequency 0.06749}\n {:letter \"O\", :frequency 0.07507}\n {:letter \"P\", :frequency 0.01929}\n {:letter \"Q\", :frequency 0.00095}\n {:letter \"R\", :frequency 0.05987}\n {:letter \"S\", :frequency 0.06327}\n {:letter \"T\", :frequency 0.09056}\n {:letter \"U\", :frequency 0.02758}\n {:letter \"V\", :frequency 0.00978}\n {:letter \"W\", :frequency 0.0236}\n {:letter \"X\", :frequency 0.0015}\n {:letter \"Y\", :frequency 0.01974}\n {:letter \"Z\", :frequency 0.00074}]]\n (kind/reagent\n ['(fn [data]\n (let [size 400\n x (-> js/d3\n .scaleLinear\n (.range (into-array [0 size]))\n (.domain (into-array [0 (apply max (map :frequency data))])))\n y (-> js/d3\n .scaleBand\n (.domain (into-array (map :letter data)))\n (.range (into-array [0 size])))\n color (.scaleOrdinal js/d3 (.-schemeCategory10 js/d3))]\n [:svg\n {:viewBox (str \"0 0 \" size \" \" size)}\n (map\n (fn\n [{:keys [letter frequency]}]\n [:g\n {:key letter, :transform (str \"translate(\" 0 \",\" (y letter) \")\")}\n [:rect\n {:x (x 0),\n :height (.bandwidth y),\n :fill (color letter),\n :width (x frequency)}]])\n data)]))\n letter-frequencies]\n {:html/deps [:d3]}))", "crumbs": [ "2  Examples" ] @@ -423,8 +433,8 @@ "objectID": "clay_book.examples.html#ggplotly", "href": "clay_book.examples.html#ggplotly", "title": "2  Examples", - "section": "2.22 ggplotly", - "text": "2.22 ggplotly\n(WIP)\nClay supports rendering plots through the JS client side of ggplotly - an R package offering a Plotly fronted for ggplot2’s grammar of graphics implementation. This package is part of the htmlwidgets ecosystem, and we represent that in the kind’s name.\nThe following is a work-in-progress attempt to generate JSON specs of the kind consumed by ggplotly’s client side.\nThe following spec function was generaged by mimicking R’s ggplotly(ggplot(mtcars, aes(wt, mpg)) + geom_point()). Therefore, some parts are hard-coded and require generalization. Other parts are missing (e.g., specifying colours).\n\n(defn ->ggplotly-spec [{:keys [layers labels]}]\n (kind/htmlwidgets-ggplotly\n (let [;; assuming a single layer for now:\n {:keys [data xmin xmax ymin ymax]} (first layers)\n ;; an auxiliary function to compute tick values:\n ->tickvals (fn [l r]\n (let [jump (-> (- r l)\n (/ 6)\n math/floor\n int\n (max 1))]\n (-> l\n math/ceil\n (range r jump))))]\n {:x\n {:config\n {:doubleClick \"reset\",\n :modeBarButtonsToAdd [\"hoverclosest\" \"hovercompare\"],\n :showSendToCloud false},\n :layout\n {:plot_bgcolor \"rgba(235,235,235,1)\",\n :paper_bgcolor \"rgba(255,255,255,1)\",\n :legend\n {:bgcolor \"rgba(255,255,255,1)\",\n :bordercolor \"transparent\",\n :borderwidth 1.88976377952756,\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 11.689497716895}},\n :xaxis (let [tickvals (->tickvals xmin xmax)\n ticktext (mapv str tickvals)\n range-len (- xmax xmin)\n range-expansion (* 0.1 range-len)\n expanded-range [(- xmin range-expansion)\n (+ xmax range-expansion)]]\n {:linewidth 0,\n :nticks nil,\n :linecolor nil,\n :ticklen 3.65296803652968,\n :tickcolor \"rgba(51,51,51,1)\",\n :tickmode \"array\",\n :gridcolor \"rgba(255,255,255,1)\",\n :automargin true,\n :type \"linear\",\n :tickvals tickvals\n :zeroline false,\n :title\n {:text (:x labels),\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 14.6118721461187}},\n :tickfont {:color \"rgba(77,77,77,1)\", :family \"\", :size 11.689497716895},\n :autorange false,\n :showticklabels true,\n :showline false,\n :showgrid true,\n :ticktext ticktext\n :ticks \"outside\",\n :gridwidth 0.66417600664176,\n :anchor \"y\",\n :domain [0 1],\n :hoverformat \".2f\",\n :tickangle 0,\n :tickwidth 0.66417600664176,\n :categoryarray ticktext,\n :categoryorder \"array\",\n :range expanded-range},)\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 14.6118721461187},\n :showlegend false,\n :barmode \"relative\",\n :yaxis (let [tickvals (->tickvals ymin ymax)\n ticktext (mapv str tickvals)\n range-len (- ymax ymin)\n range-expansion (* 0.1 range-len)\n expanded-range [(- ymin range-expansion)\n (+ ymax range-expansion)]]\n {:linewidth 0,\n :nticks nil,\n :linecolor nil,\n :ticklen 3.65296803652968,\n :tickcolor \"rgba(51,51,51,1)\",\n :tickmode \"array\",\n :gridcolor \"rgba(255,255,255,1)\",\n :automargin true,\n :type \"linear\",\n :tickvals tickvals,\n :zeroline false,\n :title\n {:text (:y labels),\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 14.6118721461187}},\n :tickfont {:color \"rgba(77,77,77,1)\", :family \"\", :size 11.689497716895},\n :autorange false,\n :showticklabels true,\n :showline false,\n :showgrid true,\n :ticktext ticktext,\n :ticks \"outside\",\n :gridwidth 0.66417600664176,\n :anchor \"x\",\n :domain [0 1],\n :hoverformat \".2f\",\n :tickangle 0,\n :tickwidth 0.66417600664176,\n :categoryarray ticktext,\n :categoryorder \"array\",\n :range expanded-range},)\n :hovermode \"closest\",\n :margin\n {:t 25.7412480974125,\n :r 7.30593607305936,\n :b 39.6955859969559,\n :l 37.2602739726027},\n :shapes\n [{:yref \"paper\",\n :fillcolor nil,\n :xref \"paper\",\n :y1 1,\n :type \"rect\",\n :line {:color nil, :width 0, :linetype []},\n :y0 0,\n :x1 1,\n :x0 0}]},\n :highlight\n {:on \"plotly_click\",\n :persistent false,\n :dynamic false,\n :selectize false,\n :opacityDim 0.2,\n :selected {:opacity 1},\n :debounce 0},\n :base_url \"https://plot.ly\",\n :cur_data \"1f2fea5b54d146\",\n :source \"A\",\n :shinyEvents\n [\"plotly_hover\"\n \"plotly_click\"\n \"plotly_selected\"\n \"plotly_relayout\"\n \"plotly_brushed\"\n \"plotly_brushing\"\n \"plotly_clickannotation\"\n \"plotly_doubleclick\"\n \"plotly_deselect\"\n \"plotly_afterplot\"\n \"plotly_sunburstclick\"],\n :attrs {:1f2fea5b54d146 {:x {}, :y {}, :type \"scatter\"}},\n :data\n [{:y (:y data)\n :hoveron \"points\",\n :frame nil,\n :hoverinfo \"text\",\n :marker\n {:autocolorscale false,\n :color \"rgba(0,0,0,1)\",\n :opacity 1,\n :size 5.66929133858268,\n :symbol \"circle\",\n :line {:width 1.88976377952756, :color \"rgba(0,0,0,1)\"}},\n :mode \"markers\"\n :type \"scatter\",\n :xaxis \"x\",\n :showlegend false,\n :yaxis \"y\",\n :x (:x data)\n :text (-> data\n (tc/select-columns [:x :y])\n (tc/rows :as-maps)\n (->> (mapv pr-str)))}]},\n :evals [],\n :jsHooks []})))\n\n\n(require '[tech.v3.datatype.functional :as fun])\n\nA random walk example:\n\n(let [n 100\n xs (range n)\n ys (reductions + (repeatedly n #(- (rand) 0.5)))\n xmin (fun/reduce-min xs)\n xmax (fun/reduce-max xs)\n ymin (fun/reduce-min ys)\n ymax (fun/reduce-max ys)\n data (tc/dataset {:x xs\n :y ys})]\n (->ggplotly-spec\n {:layers [{:data data\n :xmin xmin :xmax xmax\n :ymin ymin :ymax ymax}]\n :labels {:x \"wt\"\n :y \"mpg\"}}))", + "section": "2.23 ggplotly", + "text": "2.23 ggplotly\n(WIP)\nClay supports rendering plots through the JS client side of ggplotly - an R package offering a Plotly fronted for ggplot2’s grammar of graphics implementation. This package is part of the htmlwidgets ecosystem, and we represent that in the kind’s name.\nThe following is a work-in-progress attempt to generate JSON specs of the kind consumed by ggplotly’s client side.\nThe following spec function was generaged by mimicking R’s ggplotly(ggplot(mtcars, aes(wt, mpg)) + geom_point()). Therefore, some parts are hard-coded and require generalization. Other parts are missing (e.g., specifying colours).\n\n(defn ->ggplotly-spec [{:keys [layers labels]}]\n (kind/htmlwidgets-ggplotly\n (let [;; assuming a single layer for now:\n {:keys [data xmin xmax ymin ymax]} (first layers)\n ;; an auxiliary function to compute tick values:\n ->tickvals (fn [l r]\n (let [jump (-> (- r l)\n (/ 6)\n math/floor\n int\n (max 1))]\n (-> l\n math/ceil\n (range r jump))))]\n {:x\n {:config\n {:doubleClick \"reset\",\n :modeBarButtonsToAdd [\"hoverclosest\" \"hovercompare\"],\n :showSendToCloud false},\n :layout\n {:plot_bgcolor \"rgba(235,235,235,1)\",\n :paper_bgcolor \"rgba(255,255,255,1)\",\n :legend\n {:bgcolor \"rgba(255,255,255,1)\",\n :bordercolor \"transparent\",\n :borderwidth 1.88976377952756,\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 11.689497716895}},\n :xaxis (let [tickvals (->tickvals xmin xmax)\n ticktext (mapv str tickvals)\n range-len (- xmax xmin)\n range-expansion (* 0.1 range-len)\n expanded-range [(- xmin range-expansion)\n (+ xmax range-expansion)]]\n {:linewidth 0,\n :nticks nil,\n :linecolor nil,\n :ticklen 3.65296803652968,\n :tickcolor \"rgba(51,51,51,1)\",\n :tickmode \"array\",\n :gridcolor \"rgba(255,255,255,1)\",\n :automargin true,\n :type \"linear\",\n :tickvals tickvals\n :zeroline false,\n :title\n {:text (:x labels),\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 14.6118721461187}},\n :tickfont {:color \"rgba(77,77,77,1)\", :family \"\", :size 11.689497716895},\n :autorange false,\n :showticklabels true,\n :showline false,\n :showgrid true,\n :ticktext ticktext\n :ticks \"outside\",\n :gridwidth 0.66417600664176,\n :anchor \"y\",\n :domain [0 1],\n :hoverformat \".2f\",\n :tickangle 0,\n :tickwidth 0.66417600664176,\n :categoryarray ticktext,\n :categoryorder \"array\",\n :range expanded-range},)\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 14.6118721461187},\n :showlegend false,\n :barmode \"relative\",\n :yaxis (let [tickvals (->tickvals ymin ymax)\n ticktext (mapv str tickvals)\n range-len (- ymax ymin)\n range-expansion (* 0.1 range-len)\n expanded-range [(- ymin range-expansion)\n (+ ymax range-expansion)]]\n {:linewidth 0,\n :nticks nil,\n :linecolor nil,\n :ticklen 3.65296803652968,\n :tickcolor \"rgba(51,51,51,1)\",\n :tickmode \"array\",\n :gridcolor \"rgba(255,255,255,1)\",\n :automargin true,\n :type \"linear\",\n :tickvals tickvals,\n :zeroline false,\n :title\n {:text (:y labels),\n :font {:color \"rgba(0,0,0,1)\", :family \"\", :size 14.6118721461187}},\n :tickfont {:color \"rgba(77,77,77,1)\", :family \"\", :size 11.689497716895},\n :autorange false,\n :showticklabels true,\n :showline false,\n :showgrid true,\n :ticktext ticktext,\n :ticks \"outside\",\n :gridwidth 0.66417600664176,\n :anchor \"x\",\n :domain [0 1],\n :hoverformat \".2f\",\n :tickangle 0,\n :tickwidth 0.66417600664176,\n :categoryarray ticktext,\n :categoryorder \"array\",\n :range expanded-range},)\n :hovermode \"closest\",\n :margin\n {:t 25.7412480974125,\n :r 7.30593607305936,\n :b 39.6955859969559,\n :l 37.2602739726027},\n :shapes\n [{:yref \"paper\",\n :fillcolor nil,\n :xref \"paper\",\n :y1 1,\n :type \"rect\",\n :line {:color nil, :width 0, :linetype []},\n :y0 0,\n :x1 1,\n :x0 0}]},\n :highlight\n {:on \"plotly_click\",\n :persistent false,\n :dynamic false,\n :selectize false,\n :opacityDim 0.2,\n :selected {:opacity 1},\n :debounce 0},\n :base_url \"https://plot.ly\",\n :cur_data \"1f2fea5b54d146\",\n :source \"A\",\n :shinyEvents\n [\"plotly_hover\"\n \"plotly_click\"\n \"plotly_selected\"\n \"plotly_relayout\"\n \"plotly_brushed\"\n \"plotly_brushing\"\n \"plotly_clickannotation\"\n \"plotly_doubleclick\"\n \"plotly_deselect\"\n \"plotly_afterplot\"\n \"plotly_sunburstclick\"],\n :attrs {:1f2fea5b54d146 {:x {}, :y {}, :type \"scatter\"}},\n :data\n [{:y (:y data)\n :hoveron \"points\",\n :frame nil,\n :hoverinfo \"text\",\n :marker\n {:autocolorscale false,\n :color \"rgba(0,0,0,1)\",\n :opacity 1,\n :size 5.66929133858268,\n :symbol \"circle\",\n :line {:width 1.88976377952756, :color \"rgba(0,0,0,1)\"}},\n :mode \"markers\"\n :type \"scatter\",\n :xaxis \"x\",\n :showlegend false,\n :yaxis \"y\",\n :x (:x data)\n :text (-> data\n (tc/select-columns [:x :y])\n (tc/rows :as-maps)\n (->> (mapv pr-str)))}]},\n :evals [],\n :jsHooks []})))\n\n\n(require '[tech.v3.datatype.functional :as fun])\n\nA random walk example:\n\n(let [n 100\n xs (range n)\n ys (reductions + (repeatedly n #(- (rand) 0.5)))\n xmin (fun/reduce-min xs)\n xmax (fun/reduce-max xs)\n ymin (fun/reduce-min ys)\n ymax (fun/reduce-max ys)\n data (tc/dataset {:x xs\n :y ys})]\n (->ggplotly-spec\n {:layers [{:data data\n :xmin xmin :xmax xmax\n :ymin ymin :ymax ymax}]\n :labels {:x \"wt\"\n :y \"mpg\"}}))", "crumbs": [ "2  Examples" ] @@ -433,8 +443,8 @@ "objectID": "clay_book.examples.html#dmol.js", "href": "clay_book.examples.html#dmol.js", "title": "2  Examples", - "section": "2.23 3DMol.js", - "text": "2.23 3DMol.js\nEmbedding a 3Dmol Viewer (original example):\n\n(kind/reagent\n ['(fn [{:keys [data-pdb]}]\n [:div {:style {:height \"400px\"\n :width \"400px\"\n :position :relative}\n :class \"viewer_3Dmoljs\"\n :data-pdb data-pdb\n :data-backgroundcolor \"0xffffff\"\n :data-style \"stick\"\n :data-ui true}])\n {:data-pdb \"2POR\"}]\n ;; Note we need to mention the dependency:\n {:html/deps [:three-d-mol]})\n\n\nUsing 3Dmol within your code (inspired by these examples):\n\n(defonce pdb-2POR\n (slurp \"https://files.rcsb.org/download/2POR.pdb\"))\n\n\n(kind/reagent\n ['(fn [{:keys [pdb-data]}]\n [:div\n {:style {:width \"100%\"\n :height \"500px\"\n :position \"relative\"}\n :ref (fn [el]\n (let [config (clj->js\n {:backgroundColor \"0xffffff\"})\n viewer (.createViewer js/$3Dmol el)]\n (.setViewStyle viewer (clj->js\n {:style \"outline\"}))\n (.addModelsAsFrames viewer pdb-data \"pdb\")\n (.addSphere viewer (clj->js\n {:center {:x 0\n :y 0\n :z 0}\n :radius 5\n :color \"green\"\n :alpha 0.2}))\n (.zoomTo viewer)\n (.render viewer)\n (.zoom viewer 0.8 2000)))}])\n {:pdb-data pdb-2POR}]\n ;; Note we need to mention the dependency:\n {:html/deps [:three-d-mol]})", + "section": "2.24 3DMol.js", + "text": "2.24 3DMol.js\nEmbedding a 3Dmol Viewer (original example):\n\n(kind/reagent\n ['(fn [{:keys [data-pdb]}]\n [:div {:style {:height \"400px\"\n :width \"400px\"\n :position :relative}\n :class \"viewer_3Dmoljs\"\n :data-pdb data-pdb\n :data-backgroundcolor \"0xffffff\"\n :data-style \"stick\"\n :data-ui true}])\n {:data-pdb \"2POR\"}]\n ;; Note we need to mention the dependency:\n {:html/deps [:three-d-mol]})\n\n\nUsing 3Dmol within your code (inspired by these examples):\n\n(defonce pdb-2POR\n (slurp \"https://files.rcsb.org/download/2POR.pdb\"))\n\n\n(kind/reagent\n ['(fn [{:keys [pdb-data]}]\n [:div\n {:style {:width \"100%\"\n :height \"500px\"\n :position \"relative\"}\n :ref (fn [el]\n (let [config (clj->js\n {:backgroundColor \"0xffffff\"})\n viewer (.createViewer js/$3Dmol el)]\n (.setViewStyle viewer (clj->js\n {:style \"outline\"}))\n (.addModelsAsFrames viewer pdb-data \"pdb\")\n (.addSphere viewer (clj->js\n {:center {:x 0\n :y 0\n :z 0}\n :radius 5\n :color \"green\"\n :alpha 0.2}))\n (.zoomTo viewer)\n (.render viewer)\n (.zoom viewer 0.8 2000)))}])\n {:pdb-data pdb-2POR}]\n ;; Note we need to mention the dependency:\n {:html/deps [:three-d-mol]})", "crumbs": [ "2  Examples" ] @@ -443,8 +453,8 @@ "objectID": "clay_book.examples.html#video", "href": "clay_book.examples.html#video", "title": "2  Examples", - "section": "2.24 Video", - "text": "2.24 Video\nVideos can be specified as urls (possibly to local files):\n\n(kind/video {:src \"https://www.sample-videos.com/video321/mp4/240/big_buck_bunny_240p_30mb.mp4\"})\n\n\nVideos can also be specified as youtube videos: See, e.g., HTML Youtube Videos on w3schools.\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"})\n\n\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"\n :allowfullscreen false})\n\n\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"\n :iframe-width 480\n :iframe-height 270})\n\n\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"\n :embed-options {:mute 1\n :controls 0}})", + "section": "2.25 Video", + "text": "2.25 Video\nVideos can be specified as urls (possibly to local files):\n\n(kind/video {:src \"https://www.sample-videos.com/video321/mp4/240/big_buck_bunny_240p_30mb.mp4\"})\n\n\nVideos can also be specified as youtube videos: See, e.g., HTML Youtube Videos on w3schools.\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"})\n\n\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"\n :allowfullscreen false})\n\n\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"\n :iframe-width 480\n :iframe-height 270})\n\n\n\n(kind/video {:youtube-id \"DAQnvAgBma8\"\n :embed-options {:mute 1\n :controls 0}})", "crumbs": [ "2  Examples" ] @@ -453,8 +463,8 @@ "objectID": "clay_book.examples.html#embedded-portal", "href": "clay_book.examples.html#embedded-portal", "title": "2  Examples", - "section": "2.25 Embedded Portal", - "text": "2.25 Embedded Portal\nWe may embed Portal’s data-navigating viewers using kind/portal.\n\n(kind/portal {:x (range 3)})\n\n\nNote that kind/portal applies the kind-portal adapter to nested kinds.\n\n(kind/portal\n [(kind/hiccup [:img {:height 50 :width 50\n :src \"https://clojure.org/images/clojure-logo-120b.png\"}])\n (kind/hiccup [:img {:height 50 :width 50\n :src \"https://raw.githubusercontent.com/djblue/portal/fbc54632adc06c6e94a3d059c858419f0063d1cf/resources/splash.svg\"}])])\n\n\n\n(kind/portal\n [(kind/hiccup [:big [:big \"a plot\"]])\n (random-vega-lite-plot 9)])", + "section": "2.26 Embedded Portal", + "text": "2.26 Embedded Portal\nWe may embed Portal’s data-navigating viewers using kind/portal.\n\n(kind/portal {:x (range 3)})\n\n\nNote that kind/portal applies the kind-portal adapter to nested kinds.\n\n(kind/portal\n [(kind/hiccup [:img {:height 50 :width 50\n :src \"https://clojure.org/images/clojure-logo-120b.png\"}])\n (kind/hiccup [:img {:height 50 :width 50\n :src \"https://raw.githubusercontent.com/djblue/portal/fbc54632adc06c6e94a3d059c858419f0063d1cf/resources/splash.svg\"}])])\n\n\n\n(kind/portal\n [(kind/hiccup [:big [:big \"a plot\"]])\n (random-vega-lite-plot 9)])", "crumbs": [ "2  Examples" ] @@ -463,8 +473,8 @@ "objectID": "clay_book.examples.html#nesting-kinds-in-hiccup", "href": "clay_book.examples.html#nesting-kinds-in-hiccup", "title": "2  Examples", - "section": "2.26 Nesting kinds in Hiccup", - "text": "2.26 Nesting kinds in Hiccup\nKinds are treated recursively inside Hiccup:\n\n(kind/hiccup\n [:div {:style {:background \"#f5f3ff\"\n :border \"solid\"}}\n\n [:hr]\n [:pre [:code \"kind/md\"]]\n (kind/md \"*some text* **some more text**\")\n\n [:hr]\n [:pre [:code \"kind/code\"]]\n (kind/code \"{:x (1 2 [3 4])}\")\n\n [:hr]\n [:pre [:code \"kind/dataset\"]]\n (tc/dataset {:x (range 33)\n :y (map inc (range 33))})\n\n [:hr]\n [:pre [:code \"kind/table\"]]\n (kind/table\n (tc/dataset {:x (range 33)\n :y (map inc (range 33))}))\n\n [:hr]\n [:pre [:code \"kind/vega-lite\"]]\n (random-vega-lite-plot 9)\n\n [:hr]\n [:pre [:code \"kind/vega-lite\"]]\n (-> {:data {:values \"x,y\n1,1\n2,4\n3,9\n-1,1\n-2,4\n-3,9\"\n :format {:type :csv}},\n :mark \"point\"\n :encoding\n {:x {:field \"x\", :type \"quantitative\"}\n :y {:field \"y\", :type \"quantitative\"}}}\n kind/vega-lite)\n\n [:hr]\n [:pre [:code \"kind/reagent\"]]\n (kind/reagent\n ['(fn [numbers]\n [:p {:style {:background \"#d4ebe9\"}}\n (pr-str (map inc numbers))])\n (vec (range 40))])])\n\nkind/mdsome text some more textkind/code{:x (1 2 [3 4])}kind/dataset_unnamed [33 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n1\n\n\n1\n2\n\n\n2\n3\n\n\n3\n4\n\n\n4\n5\n\n\n5\n6\n\n\n6\n7\n\n\n7\n8\n\n\n8\n9\n\n\n9\n10\n\n\n...\n...\n\n\n22\n23\n\n\n23\n24\n\n\n24\n25\n\n\n25\n26\n\n\n26\n27\n\n\n27\n28\n\n\n28\n29\n\n\n29\n30\n\n\n30\n31\n\n\n31\n32\n\n\n32\n33\n\n\n\nkind/table\n\n\n\n\nx\ny\n\n\n\n\n0\n1\n\n\n1\n2\n\n\n2\n3\n\n\n3\n4\n\n\n4\n5\n\n\n5\n6\n\n\n6\n7\n\n\n7\n8\n\n\n8\n9\n\n\n9\n10\n\n\n10\n11\n\n\n11\n12\n\n\n12\n13\n\n\n13\n14\n\n\n14\n15\n\n\n15\n16\n\n\n16\n17\n\n\n17\n18\n\n\n18\n19\n\n\n19\n20\n\n\n20\n21\n\n\n21\n22\n\n\n22\n23\n\n\n23\n24\n\n\n24\n25\n\n\n25\n26\n\n\n26\n27\n\n\n27\n28\n\n\n28\n29\n\n\n29\n30\n\n\n30\n31\n\n\n31\n32\n\n\n32\n33\n\n\n\n\nkind/vega-litekind/vega-litekind/reagent", + "section": "2.27 Nesting kinds in Hiccup", + "text": "2.27 Nesting kinds in Hiccup\nKinds are treated recursively inside Hiccup:\n\n(kind/hiccup\n [:div {:style {:background \"#f5f3ff\"\n :border \"solid\"}}\n\n [:hr]\n [:pre [:code \"kind/md\"]]\n (kind/md \"*some text* **some more text**\")\n\n [:hr]\n [:pre [:code \"kind/code\"]]\n (kind/code \"{:x (1 2 [3 4])}\")\n\n [:hr]\n [:pre [:code \"kind/dataset\"]]\n (tc/dataset {:x (range 33)\n :y (map inc (range 33))})\n\n [:hr]\n [:pre [:code \"kind/table\"]]\n (kind/table\n (tc/dataset {:x (range 33)\n :y (map inc (range 33))}))\n\n [:hr]\n [:pre [:code \"kind/vega-lite\"]]\n (random-vega-lite-plot 9)\n\n [:hr]\n [:pre [:code \"kind/vega-lite\"]]\n (-> {:data {:values \"x,y\n1,1\n2,4\n3,9\n-1,1\n-2,4\n-3,9\"\n :format {:type :csv}},\n :mark \"point\"\n :encoding\n {:x {:field \"x\", :type \"quantitative\"}\n :y {:field \"y\", :type \"quantitative\"}}}\n kind/vega-lite)\n\n [:hr]\n [:pre [:code \"kind/reagent\"]]\n (kind/reagent\n ['(fn [numbers]\n [:p {:style {:background \"#d4ebe9\"}}\n (pr-str (map inc numbers))])\n (vec (range 40))])])\n\nkind/mdsome text some more textkind/code{:x (1 2 [3 4])}kind/dataset_unnamed [33 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n1\n\n\n1\n2\n\n\n2\n3\n\n\n3\n4\n\n\n4\n5\n\n\n5\n6\n\n\n6\n7\n\n\n7\n8\n\n\n8\n9\n\n\n9\n10\n\n\n...\n...\n\n\n22\n23\n\n\n23\n24\n\n\n24\n25\n\n\n25\n26\n\n\n26\n27\n\n\n27\n28\n\n\n28\n29\n\n\n29\n30\n\n\n30\n31\n\n\n31\n32\n\n\n32\n33\n\n\n\nkind/table\n\n\n\n\nx\ny\n\n\n\n\n0\n1\n\n\n1\n2\n\n\n2\n3\n\n\n3\n4\n\n\n4\n5\n\n\n5\n6\n\n\n6\n7\n\n\n7\n8\n\n\n8\n9\n\n\n9\n10\n\n\n10\n11\n\n\n11\n12\n\n\n12\n13\n\n\n13\n14\n\n\n14\n15\n\n\n15\n16\n\n\n16\n17\n\n\n17\n18\n\n\n18\n19\n\n\n19\n20\n\n\n20\n21\n\n\n21\n22\n\n\n22\n23\n\n\n23\n24\n\n\n24\n25\n\n\n25\n26\n\n\n26\n27\n\n\n27\n28\n\n\n28\n29\n\n\n29\n30\n\n\n30\n31\n\n\n31\n32\n\n\n32\n33\n\n\n\n\nkind/vega-litekind/vega-litekind/reagent\nScittle and Reagent kinds are recognized automatically inside Hiccup:\n\n(kind/hiccup\n [:div\n ;; recognized as `kind/scittle`\n '(defn g [x]\n (+ x 9))\n ;; recognized as `kind/reagent`\n ['(fn []\n [:p (g 11)])]])", "crumbs": [ "2  Examples" ] @@ -473,8 +483,8 @@ "objectID": "clay_book.examples.html#nesting-kinds-in-tables", "href": "clay_book.examples.html#nesting-kinds-in-tables", "title": "2  Examples", - "section": "2.27 Nesting kinds in Tables", - "text": "2.27 Nesting kinds in Tables\nKinds are treated recursively inside Tables:\n\n(kind/table\n {:column-names [(kind/hiccup\n [:div {:style {:background-color \"#ccaabb\"}} [:big \":x\"]])\n (kind/hiccup\n [:div {:style {:background-color \"#aabbcc\"}} [:big \":y\"]])]\n :row-vectors [[(kind/md \"*some text* **some more text**\")\n (kind/code \"{:x (1 2 [3 4])}\")]\n [(tc/dataset {:x (range 3)\n :y (map inc (range 3))})\n (random-vega-lite-plot 9)]\n [(kind/hiccup [:div.clay-limit-image-width\n clay-image])\n (kind/md \"$x^2$\")]]})\n\n\n\n\n\n\n\n\n\n\n\n:x\n\n\n:y\n\n\n\n\n\nsome text some more text\n\n{:x (1 2 [3 4])}\n\n\n\n_unnamed [3 2]:\n:x:y\n01\n12\n23\n\n\n\n\n\n\n\n\n\\(x^2\\)\n\n\n\n\n\n\n(kind/table\n {:column-names [\"size\" \"square\"]\n :row-vectors (for [i (range 20)]\n (let [size (* i 10)\n px (str size \"px\")]\n [size\n (kind/hiccup\n [:div {:style {:height px\n :width px\n :background-color \"purple\"}}])]))}\n {:use-datatables true})\n\n\n\nsizesquare0102030405060708090100110120130140150160170180190", + "section": "2.28 Nesting kinds in Tables", + "text": "2.28 Nesting kinds in Tables\nKinds are treated recursively inside Tables:\n\n(kind/table\n {:column-names [(kind/hiccup\n [:div {:style {:background-color \"#ccaabb\"}} [:big \":x\"]])\n (kind/hiccup\n [:div {:style {:background-color \"#aabbcc\"}} [:big \":y\"]])]\n :row-vectors [[(kind/md \"*some text* **some more text**\")\n (kind/code \"{:x (1 2 [3 4])}\")]\n [(tc/dataset {:x (range 3)\n :y (map inc (range 3))})\n (random-vega-lite-plot 9)]\n [(kind/hiccup [:div.clay-limit-image-width\n clay-image])\n (kind/md \"$x^2$\")]]})\n\n\n\n\n\n\n\n\n\n\n\n:x\n\n\n:y\n\n\n\n\n\nsome text some more text\n\n{:x (1 2 [3 4])}\n\n\n\n_unnamed [3 2]:\n:x:y\n01\n12\n23\n\n\n\n\n\n\n\n\n\\(x^2\\)\n\n\n\n\n\n\n(kind/table\n {:column-names [\"size\" \"square\"]\n :row-vectors (for [i (range 20)]\n (let [size (* i 10)\n px (str size \"px\")]\n [size\n (kind/hiccup\n [:div {:style {:height px\n :width px\n :background-color \"purple\"}}])]))}\n {:use-datatables true})\n\n\n\nsizesquare0102030405060708090100110120130140150160170180190", "crumbs": [ "2  Examples" ] @@ -483,8 +493,8 @@ "objectID": "clay_book.examples.html#more-nesting-examples", "href": "clay_book.examples.html#more-nesting-examples", "title": "2  Examples", - "section": "2.28 More nesting examples", - "text": "2.28 More nesting examples\n\n{:plot (random-vega-lite-plot 9)\n :dataset (tc/dataset {:x (range 3)\n :y (repeatedly 3 rand)})\n :arithmetic (kind/fn [+ 1 2])}\n\n{\n\n\n\n\n\n\n\n\n:plot\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n:dataset\n\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.78332884\n\n\n1\n0.89993742\n\n\n2\n0.96440063\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n:arithmetic\n\n\n\n3\n\n\n\n\n\n}\n\n[(random-vega-lite-plot 9)\n (tc/dataset {:x (range 3)\n :y (repeatedly 3 rand)})\n (kind/fragment [(+ 1 2)\n (+ 3 4)])\n (-> (toydata/iris-ds)\n (hanami/plot hanami/rule-chart\n {:=x :sepal_width\n :=x2 :sepal_length\n :=y :petal_width\n :=y2 :petal_length\n :=color :species\n :=color-type :nominal\n :=mark-size 3\n :=mark-opacity 0.2}))]\n\n[_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.49203005\n\n\n1\n0.04776880\n\n\n2\n0.38396515\n\n\n\n3\n7\n]", + "section": "2.29 More nesting examples", + "text": "2.29 More nesting examples\n\n{:plot (random-vega-lite-plot 9)\n :dataset (tc/dataset {:x (range 3)\n :y (repeatedly 3 rand)})\n :arithmetic (kind/fn [+ 1 2])}\n\n{\n\n\n\n\n\n\n\n\n:plot\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n:dataset\n\n\n\n_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.67913534\n\n\n1\n0.42322563\n\n\n2\n0.93591316\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n:arithmetic\n\n\n\n3\n\n\n\n\n\n}\n\n[(random-vega-lite-plot 9)\n (tc/dataset {:x (range 3)\n :y (repeatedly 3 rand)})\n (kind/fragment [(+ 1 2)\n (+ 3 4)])\n (-> (toydata/iris-ds)\n (hanami/plot hanami/rule-chart\n {:=x :sepal_width\n :=x2 :sepal_length\n :=y :petal_width\n :=y2 :petal_length\n :=color :species\n :=color-type :nominal\n :=mark-size 3\n :=mark-opacity 0.2}))]\n\n[_unnamed [3 2]:\n\n\n\n:x\n:y\n\n\n\n\n0\n0.23893528\n\n\n1\n0.52965858\n\n\n2\n0.34113947\n\n\n\n3\n7\n]", "crumbs": [ "2  Examples" ] @@ -493,8 +503,8 @@ "objectID": "clay_book.examples.html#emmy-viewers", "href": "clay_book.examples.html#emmy-viewers", "title": "2  Examples", - "section": "2.29 emmy-viewers", - "text": "2.29 emmy-viewers\nThe support for Emmy-viewers is documented at the 📖 Emmy-viewers chapter📖 of this book.\n\nsource: notebooks/clay_book/examples.clj", + "section": "2.30 emmy-viewers", + "text": "2.30 emmy-viewers\nThe support for Emmy-viewers is documented at the 📖 Emmy-viewers chapter📖 of this book.\n\nsource: notebooks/clay_book/examples.clj", "crumbs": [ "2  Examples" ] @@ -524,7 +534,7 @@ "href": "clay_book.emmy_viewers.html#a-few-detials-behind-the-scenes", "title": "3  Emmy-viewers", "section": "3.2 A few detials behind the scenes", - "text": "3.2 A few detials behind the scenes\nIn the example above, we used emmy-viewers to generate a Clojurescript expression that can be interpreted as a Reagent component. Here is the actual expression:\n\n(kind/pprint\n (mafs/of-x e/sin))\n\n\n(reagent.core/with-let\n [G__88424 (js/Function. \"y0001\" \" return Math.sin(y0001);\")]\n [mafs.plot/OfX {:y G__88424}])\n\nBy default, it is inferred to be of :kind/emmy-viewers, and is handle accordingly.\nEquivalently, we could also handle it more explicitly with :kind/reagent:\n\n(kind/reagent\n [`(fn []\n ~(ev/expand (mafs/of-x e/sin)))]\n {:html/deps [:emmy-viewers]})", + "text": "3.2 A few detials behind the scenes\nIn the example above, we used emmy-viewers to generate a Clojurescript expression that can be interpreted as a Reagent component. Here is the actual expression:\n\n(kind/pprint\n (mafs/of-x e/sin))\n\n\n(reagent.core/with-let\n [G__92159 (js/Function. \"y0001\" \" return Math.sin(y0001);\")]\n [mafs.plot/OfX {:y G__92159}])\n\nBy default, it is inferred to be of :kind/emmy-viewers, and is handle accordingly.\nEquivalently, we could also handle it more explicitly with :kind/reagent:\n\n(kind/reagent\n [`(fn []\n ~(ev/expand (mafs/of-x e/sin)))]\n {:html/deps [:emmy-viewers]})", "crumbs": [ "3  Emmy-viewers" ]