From fd8f2f2fc888fe70eee0a6ff270b05f564d1b0d0 Mon Sep 17 00:00:00 2001
From: RoxaneBurri <43374563+RoxaneBurri@users.noreply.github.com>
Date: Fri, 26 May 2023 08:23:33 +0200
Subject: [PATCH] feat: add explainable word cloud (#18)

---------

Co-authored-by: RoxaneBurri <roxane.burri@etu.unige.ch>
Co-authored-by: spaenleh <spaenleh@gmail.com>
---
 src/App.css       |   6 -
 src/App.tsx       |  49 ++++
 src/Wordcloud.tsx | 192 ++++++++----
 src/constants.ts  |   9 +-
 src/data.ts       |  59 +++-
 src/index.css     |   3 +-
 src/main.tsx      |   6 +-
 src/utils.test.ts |  76 ++---
 src/utils.ts      | 135 ++++++---
 yarn.lock         | 734 ++++++++++++++++++++++------------------------
 10 files changed, 721 insertions(+), 548 deletions(-)
 delete mode 100644 src/App.css
 create mode 100644 src/App.tsx

diff --git a/src/App.css b/src/App.css
deleted file mode 100644
index 902778b..0000000
--- a/src/App.css
+++ /dev/null
@@ -1,6 +0,0 @@
-#root {
-  max-width: 1280px;
-  margin: 0 auto;
-  padding: 2rem;
-  text-align: center;
-}
diff --git a/src/App.tsx b/src/App.tsx
new file mode 100644
index 0000000..46f3f56
--- /dev/null
+++ b/src/App.tsx
@@ -0,0 +1,49 @@
+import { useState } from "react";
+import Wordcloud from "./Wordcloud";
+import { defaultWords1 } from "./data";
+
+const App = () => {
+  const [showBounds, setShowBounds] = useState(false);
+  const [showWordBounds, setShowWordBounds] = useState(false);
+
+  return (
+    <div style={{ flexDirection: "column", alignItems: "center" }}>
+      <fieldset>
+        <legend>Settings</legend>
+        <div style={{ display: "flex", flexDirection: "column", gap: 10 }}>
+          <div>
+            <input
+              id="showBounds"
+              name="showBounds"
+              type="checkbox"
+              value={showBounds.toString()}
+              onChange={() => setShowBounds((p) => !p)}
+            />
+            <label htmlFor="showBounds">Show bounds</label>
+          </div>
+
+          <div>
+            <input
+              id="showWordBounds"
+              name="showWordBounds"
+              type="checkbox"
+              value={showWordBounds.toString()}
+              onChange={() => setShowWordBounds((p) => !p)}
+            />
+            <label htmlFor="showWordBounds">Show Word bounds</label>
+          </div>
+
+          <div>
+            <button onClick={() => window.location.reload()}>Update</button>
+          </div>
+        </div>
+      </fieldset>
+      <Wordcloud
+        data={defaultWords1}
+        showBounds={showBounds}
+        showWordBounds={showWordBounds}
+      />
+    </div>
+  );
+};
+export default App;
diff --git a/src/Wordcloud.tsx b/src/Wordcloud.tsx
index 8fb018c..5aed7c0 100644
--- a/src/Wordcloud.tsx
+++ b/src/Wordcloud.tsx
@@ -1,8 +1,14 @@
 import {
   boundParent,
   futurPosition,
+  getAreaRectangle,
   getBoundingRect,
+  getBoundingWordCloud,
+  getMoveDirection,
+  getNewPositions,
+  placeFirstWord,
   Rectangle,
+  slideWords,
   Word,
 } from "./utils";
 import * as React from "react";
@@ -11,7 +17,6 @@ import {
   CONTAINER_HEIGHT,
   CONTAINER_WIDTH,
   DEFAULT_RECT,
-  NUMBER_OF_INTERVALS,
 } from "./constants";
 
 const CUT_OFF = 0.5;
@@ -20,15 +25,19 @@ export const MAX_FONT_SIZE = 20;
 export const MIN_FONT_SIZE = 6;
 
 type Props = {
-  data: Word[];
+  data: { category: string; words: Word[] }[];
   width?: number;
   height?: number;
+  showBounds?: boolean;
+  showWordBounds?: boolean;
 };
 
 const Wordcloud = ({
   data,
   width = CONTAINER_WIDTH,
   height = CONTAINER_HEIGHT,
+  showBounds = false,
+  showWordBounds = false,
 }: Props) => {
   const [words, setWords] = React.useState(data);
 
@@ -37,39 +46,79 @@ const Wordcloud = ({
 
   const updateWords = () => {
     setWords((prevWords) => {
-      const wordsToPlace = prevWords
-        .map((w) => ({ ...w, rect: getBoundingRect(w.id) || DEFAULT_RECT }))
-        .sort((a, b) => (a.coef > b.coef ? -1 : 1));
-      const rectsToPlace = wordsToPlace.map((w) => w.rect);
-      const firstRect = { ...rectsToPlace[0] };
-      const centeredRect = {
-        width: firstRect.width,
-        height: firstRect.height,
-        x: centerX,
-        y: centerY,
-      };
+      prevWords.forEach((cat) => ({
+        ...cat,
+        words: cat.words.sort((a, b) => (a.coef > b.coef ? -1 : 1)),
+      }));
+      const wordCloudOfWordCloud = prevWords.map(({ words }) => {
+        const wordsToPlace = words.map((w) => ({
+          ...w,
+          rect: getBoundingRect(w.id) || DEFAULT_RECT,
+        }));
+
+        wordsToPlace.sort((a, b) => (a.coef > b.coef ? -1 : 1));
+        const rectsToPlace = wordsToPlace.map((w) => w.rect);
+        const firstRect = { ...rectsToPlace[0] };
+
+        const centeredRect = placeFirstWord(firstRect, centerX, centerY);
 
-      // Initialize the weights with the value 1, of the size of the number of intervals
-      const weight = new Array(NUMBER_OF_INTERVALS).fill(1);
+        const newPositions = getNewPositions(rectsToPlace, centeredRect, 7)
+
+        return wordsToPlace.map((word, idx) => (
+          {
+          ...word,
+          rect: newPositions[idx],
+        }));
+      });
+
+      const bigWordCloudsToPlace = wordCloudOfWordCloud.map((w) => ({
+        rect: getBoundingWordCloud(w) || DEFAULT_RECT,
+      }));
+      bigWordCloudsToPlace.sort((a, b) =>
+        getAreaRectangle(a.rect) > getAreaRectangle(b.rect) ? -1 : 1
+      );
 
-      const newPositions = rectsToPlace.slice(1).reduce(
-        (placedElements, rect) => {
-          const futureWord = futurPosition(rect, placedElements, 3, weight);
-          return [...placedElements, futureWord];
-        },
-        [centeredRect]
+      const bigWordCloudsRectToPlace = bigWordCloudsToPlace.map((w) => w.rect);
+      const firstWordCloud = { ...bigWordCloudsRectToPlace[0] };
+      const centeredWordCloud = placeFirstWord(
+        firstWordCloud,
+        centerX,
+        centerY
       );
 
-      return wordsToPlace.map((word, idx) => ({
-        ...word,
-        rect: newPositions[idx],
+      console.log("CENTERED", centeredWordCloud)
+
+      const newPositionWordCloud = getNewPositions(bigWordCloudsRectToPlace, centeredWordCloud,1)
+
+      // slide word inside the word cloud
+      const slideCoeff = wordCloudOfWordCloud.map((wordCloud, idx) =>
+        slideWords(
+          wordCloud.map((w) => w.rect),
+          getMoveDirection([centeredWordCloud], newPositionWordCloud[idx])
+        )
+      );
+      return prevWords.map((wordCloud, idx) => ({
+        ...wordCloud,
+        words: wordCloud.words.map((w, idxw) => ({
+          ...w,
+          rect: slideCoeff[idx][idxw],
+        })),
       }));
     });
   };
 
   // casting is fine here https://codereview.stackexchange.com/questions/135363/filtering-undefined-elements-out-of-an-array
-  const rects = words.map((w) => w.rect).filter(Boolean) as Rectangle[];
-
+  const rects = words
+    .map(
+      (wordCloud) =>
+        wordCloud.words.map((w) => w.rect).filter(Boolean) as Rectangle[]
+    )
+    .reduce((acc, wordCloud) => [...acc, ...wordCloud], []);
+  const bounds = words.map((wordCloud) =>
+    boundParent(
+      wordCloud.words.map((w) => w.rect).filter(Boolean) as Rectangle[]
+    )
+  );
   const bound = rects.length
     ? boundParent(rects)
     : {
@@ -81,7 +130,7 @@ const Wordcloud = ({
 
   React.useEffect(() => {
     updateWords();
-  }, []);
+  }, [data]);
 
   return (
     <svg
@@ -89,31 +138,74 @@ const Wordcloud = ({
       xmlns="http://www.w3.org/2000/svg"
       width={width}
       height={height}
-      style={{ outline: "1px solid green" }}
+      style={{ outline: "1px solid transparent" }}
       viewBox={`${bound.x} ${bound.y} ${bound.width} ${bound.height}`}
     >
-      {words.map((word) => {
-        const fontSize =
-          (word.coef - CUT_OFF) *
-            (1 / (1 - CUT_OFF)) ** 2 *
-            (MAX_FONT_SIZE - MIN_FONT_SIZE) +
-          MIN_FONT_SIZE;
-
-        return (
-          <text
-            key={word.id}
-            // useful to have the anchor at the center of the word
-            textAnchor="middle"
-            fontSize={fontSize}
-            id={word.id}
-            x={(word.rect?.x || centerX).toString()}
-            // I don't know why I have to add the third of the fontSize to center te word vertically but it works
-            y={((word.rect?.y || centerY) + fontSize / 3).toString()}
-          >
-            {word.text}
-          </text>
-        );
-      })}
+      {words.map((wordCloud) => (
+        <g id={wordCloud.category} opacity={1}>
+          {wordCloud.words.map((word) => {
+            const fontSize =
+              (word.coef - CUT_OFF) *
+                (1 / (1 - CUT_OFF)) ** 2 *
+                (MAX_FONT_SIZE - MIN_FONT_SIZE) +
+              MIN_FONT_SIZE;
+
+            return (
+              <text
+                key={word.id}
+                // useful to have the anchor at the center of the word
+                textAnchor="middle"
+                fontSize={fontSize}
+                id={word.id}
+                x={(word.rect?.x || centerX).toString()}
+                // I don't know why I have to add the third of the fontSize to center te word vertically but it works
+                y={((word.rect?.y || centerY) + fontSize / 3).toString()}
+              >
+                {word.text}
+              </text>
+            );
+          })}
+        </g>
+      ))}
+      {showBounds &&
+        bounds.map((b) => (
+          <rect
+            x={b.x}
+            y={b.y}
+            width={b.width}
+            height={b.height}
+            fill="none"
+            stroke="blue"
+            strokeWidth={1}
+          />
+        ))}
+      {showWordBounds &&
+        words.map((wordCloud) =>
+          wordCloud.words.map(({ text, rect: initRect }) => {
+            const rect = {
+              width: initRect?.width,
+              height: initRect?.height,
+              x: (initRect?.x || 0) - (initRect?.width || 0) / 2,
+              y: (initRect?.y || 0) - (initRect?.height || 0) / 2,
+            };
+            return (
+              <g opacity={0.5}>
+                <rect
+                  x={rect?.x}
+                  y={rect?.y}
+                  width={rect?.width}
+                  height={rect?.height}
+                  fill="none"
+                  stroke="green"
+                  strokeWidth={1}
+                />
+                <text x={rect?.x} y={rect?.y}>
+                  {text}
+                </text>
+              </g>
+            );
+          })
+        )}
     </svg>
   );
 };
diff --git a/src/constants.ts b/src/constants.ts
index 5ac6f44..1cb4af8 100644
--- a/src/constants.ts
+++ b/src/constants.ts
@@ -1,5 +1,5 @@
-export const CONTAINER_WIDTH = 500;
-export const CONTAINER_HEIGHT = 300;
+export const CONTAINER_WIDTH = 700;
+export const CONTAINER_HEIGHT = 500;
 
 export const CENTER_Y = CONTAINER_HEIGHT / 2;
 export const CENTER_X = CONTAINER_WIDTH / 2;
@@ -10,5 +10,10 @@ export const DEFAULT_RECT = {
   width: 10,
   height: 10,
 };
+export const MARGIN_WIDTH = 10;
+export const MARGIN_HEIGHT = -5;
+
+export const WORD_CLOUD_MARGIN_WIDTH = 0;
+export const WORD_CLOUD_MARGIN_HEIGHT = 0;
 
 export const NUMBER_OF_INTERVALS = 6;
diff --git a/src/data.ts b/src/data.ts
index 67cb9c0..1a1ebec 100644
--- a/src/data.ts
+++ b/src/data.ts
@@ -1,22 +1,49 @@
 import { Word } from "./utils";
 
-export const defaultWords1: Word[] = [
-  { id: "word-1", text: " Big word ", coef: 0.99 },
-  { id: "word-2", text: "hello", coef: 0.8 },
-  { id: "word-4", text: "caramba", coef: 0.97 },
-  { id: "word-3", text: "all", coef: 0.74 },
-  { id: "word-5", text: "Piniata", coef: 0.6 },
-  { id: "word-6", text: "Taxi", coef: 0.93 },
-  { id: "word-7", text: "papa", coef: 0.94 },
-  { id: "word-8", text: "chicita", coef: 0.66 },
-  { id: "word-9", text: "hellicopter", coef: 0.92 },
-  { id: "word-10", text: "chiold", coef: 0.75 },
-  { id: "word-11", text: "text", coef: 0.81 },
-  { id: "word-12", text: "document", coef: 0.77 },
-  { id: "word-13", text: "text", coef: 0.89 },
-  { id: "word-14", text: "finger", coef: 0.91 },
-  { id: "word-15", text: "girl", coef: 0.88 },
+export const defaultWords1: { category: string; words: Word[] }[] = [
+  {
+    category: "1",
+    words: [
+      { id: "word-1", text: " Big word ", coef: 0.99 },
+      { id: "word-2", text: "hello", coef: 0.8 },
+      { id: "word-4", text: "caramba", coef: 0.97 },
+    ],
+  },
+  {
+    category: "2",
+    words: [
+      { id: "word-1", text: " Big word ", coef: 0.99 },
+      { id: "word-2", text: "hello", coef: 0.8 },
+      { id: "word-4", text: "caramba", coef: 0.97 },
+      { id: "word-3", text: "all", coef: 0.94 },
+      { id: "word-5", text: "Piniata", coef: 0.6 },
+      { id: "word-6", text: "Taxi", coef: 0.93 },
+      { id: "word-7", text: "papa", coef: 0.94 },
+      { id: "word-8", text: "chicita", coef: 0.66 },
+      { id: "word-9", text: "hellicopter", coef: 0.92 },
+      { id: "word-10", text: "chiold", coef: 0.75 },
+      { id: "word-11", text: "text", coef: 0.81 },
+      { id: "word-12", text: "document", coef: 0.77 },
+      { id: "word-13", text: "text", coef: 0.89 },
+      { id: "word-14", text: "finger", coef: 0.91 },
+      { id: "word-15", text: "girl", coef: 0.88 },
+    ],
+  },
+  {
+    category: "3",
+    words: [
+      { id: "word-1", text: " Big word ", coef: 0.6 },
+      { id: "word-2", text: "hello world", coef: 0.8 },
+      { id: "word-4", text: "caramba", coef: 0.97 },
+      { id: "word-3", text: "all", coef: 0.74 },
+      { id: "word-13", text: "grand-pa", coef: 0.89 },
+      { id: "word-14", text: "finger", coef: 0.91 },
+      { id: "word-15", text: "coffin", coef: 0.8 },
+    ],
+  },
 ];
+
+export const explainWordCloud = [{ key: "class1", value: defaultWords1 }];
 export const defaultWords2: Word[] = [
   { id: "word-1", text: "group", coef: 0.99 },
   { id: "word-2", text: "people", coef: 0.99 },
diff --git a/src/index.css b/src/index.css
index e87754f..a6b9545 100644
--- a/src/index.css
+++ b/src/index.css
@@ -24,8 +24,9 @@ a:hover {
 }
 
 body {
-  margin: 0;
+  margin: auto;
   display: flex;
+  flex-direction: column;
   place-items: center;
   min-width: 320px;
   min-height: 100vh;
diff --git a/src/main.tsx b/src/main.tsx
index ebd2324..3087f25 100644
--- a/src/main.tsx
+++ b/src/main.tsx
@@ -1,12 +1,10 @@
 import React from "react";
 import ReactDOM from "react-dom/client";
 import "./index.css";
-import Wordcloud from "./Wordcloud";
-
-import { defaultWords1, defaultWords2 } from "./data";
+import App from "./App";
 
 ReactDOM.createRoot(document.getElementById("root") as HTMLElement).render(
   <React.StrictMode>
-    <Wordcloud data={defaultWords1} />
+    <App />
   </React.StrictMode>
 );
diff --git a/src/utils.test.ts b/src/utils.test.ts
index bc6b62d..048cfba 100644
--- a/src/utils.test.ts
+++ b/src/utils.test.ts
@@ -10,9 +10,11 @@ import {
   randomInterval,
   cumulativeBins,
   slideWords,
-  getWordSlide,
   boundParent,
   rangeWithStep,
+  getAreaRectangle,
+  placeFirstWord,
+  getNewPositions,
 } from "./utils";
 
 const origin: Coordinate = {
@@ -27,6 +29,13 @@ const originRectangle: Rectangle = {
   height: 1,
 };
 
+const rectangle: Rectangle = {
+  x: 1,
+  y: 0,
+  width: 10,
+  height: 5,
+};
+
 describe("areCentersTooClose", () => {
   it("No collisions", () => {
     expect(areCentersTooClose(origin, { x: 6, y: 0 }, 2, 2)).toBe(false);
@@ -212,28 +221,28 @@ describe("slideWords", () => {
     it("On one direction", () => {
       expect(
         slideWords([{ x: 0, y: 0, width: 1, height: 1 }], { x: 0, y: 2 })
-      ).toEqual([{ x: 0, y: 2, width: 1, height: 1 }]);
+      ).toEqual([{ x: -10, y: 7, width: 1, height: 1 }]);
       expect(
         slideWords([{ x: 1, y: 4, width: 4, height: 4 }], { x: 0, y: -2 })
-      ).toEqual([{ x: 1, y: 2, width: 4, height: 4 }]);
+      ).toEqual([{ x: -9, y: 7, width: 4, height: 4 }]);
       expect(
         slideWords([{ x: 2, y: 0, width: 1, height: 1 }], { x: 2, y: 0 })
-      ).toEqual([{ x: 4, y: 0, width: 1, height: 1 }]);
+      ).toEqual([{ x: -6, y: 5, width: 1, height: 1 }]);
       expect(
         slideWords([{ x: 2, y: 0, width: 1, height: 1 }], { x: -2, y: 0 })
-      ).toEqual([{ x: 0, y: 0, width: 1, height: 1 }]);
+      ).toEqual([{ x: -10, y: 5, width: 1, height: 1 }]);
     });
 
     it("On multiple direction", () => {
       expect(
         slideWords([{ x: 2, y: 0, width: 1, height: 1 }], { x: 2, y: 4 })
-      ).toEqual([{ x: 4, y: 4, width: 1, height: 1 }]);
+      ).toEqual([{ x: -6, y: 9, width: 1, height: 1 }]);
       expect(
         slideWords([{ x: 2, y: 4, width: 1, height: 1 }], { x: -2, y: -2 })
-      ).toEqual([{ x: 0, y: 2, width: 1, height: 1 }]);
+      ).toEqual([{ x: -10, y: 7, width: 1, height: 1 }]);
       expect(
         slideWords([{ x: 2, y: 0, width: 1, height: 1 }], { x: -1, y: 4 })
-      ).toEqual([{ x: 1, y: 4, width: 1, height: 1 }]);
+      ).toEqual([{ x: -9, y: 9, width: 1, height: 1 }]);
     });
   });
 
@@ -248,8 +257,8 @@ describe("slideWords", () => {
           { x: 1, y: 2 }
         )
       ).toEqual([
-        { x: 2, y: 6, width: 4, height: 4 },
-        { x: 7, y: 11, width: 4, height: 4 },
+        { x: -8, y: 11, width: 4, height: 4 },
+        { x: -3, y: 16, width: 4, height: 4 },
       ]);
       expect(
         slideWords(
@@ -260,39 +269,13 @@ describe("slideWords", () => {
           { x: -1, y: -2 }
         )
       ).toEqual([
-        { x: 0, y: 2, width: 4, height: 4 },
-        { x: 5, y: 7, width: 4, height: 4 },
+        { x: -10, y: 7, width: 4, height: 4 },
+        { x: -5, y: 12, width: 4, height: 4 },
       ]);
     });
   });
 });
 
-describe("getSliceOfWords", () => {
-  it("No move", () => {
-    expect(
-      getWordSlide(
-        { x: 3, y: 3, width: 4, height: 4 },
-        { x: 1, y: 1, width: 4, height: 4 }
-      )
-    ).toEqual({ x: 0, y: 0 });
-  });
-
-  it("Move on the right", () => {
-    expect(
-      getWordSlide(
-        { x: 2, y: 3, width: 4, height: 4 },
-        { x: 1, y: 1, width: 4, height: 4 }
-      )
-    ).toEqual({ x: 1, y: 0 });
-    expect(
-      getWordSlide(
-        { x: 7, y: 8, width: 4, height: 4 },
-        { x: 3, y: 5, width: 4, height: 4 }
-      )
-    ).toEqual({ x: -2, y: -1 });
-  });
-});
-
 describe("BoundParent", () => {
   it("With one rectangle", () => {
     expect(boundParent([{ x: 2, y: 2, width: 2, height: 2 }])).toEqual({
@@ -326,3 +309,20 @@ describe("Range with step", () => {
     expect(rangeWithStep(0, 9, 2)).toEqual([0, 2, 4, 6, 8]);
   });
 });
+
+describe("Get area rectangle", () => {
+  it("Get area", () => {
+    expect(getAreaRectangle(rectangle)).toEqual(50);
+  });
+});
+
+describe("Place first item", () => {
+  it("Put in centre", () => {
+    expect(placeFirstWord(rectangle, 0, 0)).toEqual({
+      x: 0,
+      y: 0,
+      width: 10,
+      height: 5,
+    });
+  });
+});
diff --git a/src/utils.ts b/src/utils.ts
index 4c4ad58..d6be338 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -2,7 +2,11 @@ import {
   CONTAINER_HEIGHT,
   CONTAINER_WIDTH,
   DEFAULT_RECT,
+  MARGIN_HEIGHT,
+  MARGIN_WIDTH,
   NUMBER_OF_INTERVALS,
+  WORD_CLOUD_MARGIN_HEIGHT,
+  WORD_CLOUD_MARGIN_WIDTH,
 } from "./constants";
 
 export type Word = {
@@ -41,8 +45,40 @@ export const getBoundingRect = (
   return {
     x: bbox.x,
     y: bbox.y,
-    width: bbox.width + 10,
-    height: bbox.height - 5,
+    width: bbox.width + MARGIN_WIDTH,
+    height: bbox.height + MARGIN_HEIGHT,
+  };
+};
+
+// This function returns the bound of the word cloud
+export const boundParent = (rects: Rectangle[]): Rectangle => {
+  const topLeftPoints: Coordinate[] = rects.map((r) => ({
+    x: r.x - r.width / 2,
+    y: r.y - r.height / 2,
+  }));
+  const bottomRightPoints: Coordinate[] = rects.map((r) => ({
+    x: r.x + r.width / 2,
+    y: r.y + r.height / 2,
+  }));
+
+  const xMin = Math.min(...topLeftPoints.map((r) => r.x));
+  const xMax = Math.max(...bottomRightPoints.map((r) => r.x));
+  const yMin = Math.min(...topLeftPoints.map((r) => r.y));
+  const yMax = Math.max(...bottomRightPoints.map((r) => r.y));
+
+  console.log({ x: xMin, y: yMin, width: xMax - xMin, height: yMax - yMin })
+
+  return { x: xMin, y: yMin, width: xMax - xMin, height: yMax - yMin };
+};
+
+export const getBoundingWordCloud = (word: Word[]): Rectangle => {
+  const rect = word.map((w) => w.rect as Rectangle);
+
+  const tightBound = boundParent(rect);
+  return {
+    ...tightBound,
+    width: tightBound.width + WORD_CLOUD_MARGIN_WIDTH,
+    height: tightBound.height + WORD_CLOUD_MARGIN_HEIGHT,
   };
 };
 
@@ -218,16 +254,16 @@ export const futurPosition = (
     const hypothenus = Math.sqrt(moveDirection.x ** 2 + moveDirection.y ** 2);
     const stepX = (step / hypothenus) * moveDirection.x;
     const stepY = (step / hypothenus) * moveDirection.y;
-    const futurPosition: Rectangle = {
+    const futurRectPosition: Rectangle = {
       ...movedWord,
       x: movedWord.x + (Math.abs(stepX) > 0.01 ? stepX : 0),
       y: movedWord.y + (Math.abs(stepY) > 0.01 ? stepY : 0),
     };
 
     // Test if the word can be move over the hypotenuse
-    if (allCollision(futurPosition, passRect)) {
-      const onlyMoveOverX = { ...futurPosition, y: movedWord.y };
-      const onlyMoveOverY = { ...futurPosition, x: movedWord.x };
+    if (allCollision(futurRectPosition, passRect) && !areAboveBound(futurRectPosition)) {
+      const onlyMoveOverX = { ...futurRectPosition, y: movedWord.y };
+      const onlyMoveOverY = { ...futurRectPosition, x: movedWord.x };
       const xColl = allCollision(onlyMoveOverX, passRect);
       const yColl = allCollision(onlyMoveOverY, passRect);
       if (xColl) {
@@ -241,7 +277,7 @@ export const futurPosition = (
         movedWord = { ...onlyMoveOverX };
       }
     } else {
-      movedWord = { ...futurPosition };
+      movedWord = { ...futurRectPosition };
     }
     displacement = Math.abs(stepX) + Math.abs(stepY);
     iter++;
@@ -249,6 +285,14 @@ export const futurPosition = (
   return movedWord;
 };
 
+export const areAboveBound = (rect: Rectangle): Boolean => {
+  if (rect.x + rect.width/2 > CONTAINER_WIDTH || rect.x - rect.width/2 < 0 || rect.y + rect.height/2 > CONTAINER_HEIGHT || rect.y - rect.height/2 < 0){
+    return true
+  } else {
+    return false
+  }
+}
+
 // This function indicates whether rectangles are in a collision
 export const areCentersTooClose = (
   centerA: Coordinate,
@@ -272,52 +316,51 @@ export const allCollision = (word: Rectangle, passRect: Rectangle[]): boolean =>
     )
     .some((t) => t === true);
 
-// This function returns the bound of the word cloud
-export const boundParent = (rects: Rectangle[]): Rectangle => {
-  const topLeftPoints: Coordinate[] = rects.map((r) => ({
-    x: r.x - r.width / 2,
-    y: r.y - r.height / 2,
-  }));
-  const bottomRightPoints: Coordinate[] = rects.map((r) => ({
-    x: r.x + r.width / 2,
-    y: r.y + r.height / 2,
-  }));
-
-  const xMin = Math.min(...topLeftPoints.map((r) => r.x));
-  const xMax = Math.max(...bottomRightPoints.map((r) => r.x));
-  const yMin = Math.min(...topLeftPoints.map((r) => r.y));
-  const yMax = Math.max(...bottomRightPoints.map((r) => r.y));
-
-  return { x: xMin, y: yMin, width: xMax - xMin, height: yMax - yMin };
-};
-
-// This function gets the slide of the word cloud
-export const getWordSlide = (
-  parent: Rectangle,
-  bound: Rectangle
-): Coordinate => {
-  const boundCentered: Rectangle = {
-    x: bound.x + bound.width / 2,
-    y: bound.y + bound.height / 2,
-    width: bound.width,
-    height: bound.height,
-  };
-
-  const differenceX = boundCentered.x - parent.x;
-  const differenceY = boundCentered.y - parent.y;
-
-  return { x: differenceX, y: differenceY };
-};
-
 // This function slides an array of rectangles
 export const slideWords = (
   words: Rectangle[],
   slice: Coordinate
 ): Rectangle[] => {
   words.map((w) => {
-    w.x = w.x + slice.x;
-    w.y = w.y + slice.y;
+    w.x = w.x - 10 + slice.x;
+    w.y = w.y + 5 + slice.y;
   });
 
   return words;
 };
+
+// This function returns the aera of a rectangle
+export const getAreaRectangle = (rect: Rectangle): number => {
+  return rect.height * rect.width;
+};
+
+// This function places the first word in the centre of the rectangle
+export const placeFirstWord = (
+  rectToPlace: Rectangle,
+  centerX: number,
+  centerY: number
+): Rectangle => {
+  const centeredRect = {
+    width: rectToPlace.width,
+    height: rectToPlace.height,
+    x: centerX,
+    y: centerY,
+  };
+
+  return centeredRect;
+};
+
+// This function returns the new position of a list of items
+export const getNewPositions = (itemsToPlace: Rectangle[], centeredRect: Rectangle, step: number): Rectangle[] => {
+
+  // Initialize the weights with the value 1, of the size of the number of intervals
+  const weight = new Array(NUMBER_OF_INTERVALS).fill(1);
+
+  const newPositions = itemsToPlace.slice(1).reduce((placedItems, rect) => {
+    const futureItem = futurPosition(rect, placedItems, step, weight)
+    return [...placedItems, futureItem]
+  }, [centeredRect])
+
+  return newPositions
+
+}
\ No newline at end of file
diff --git a/yarn.lock b/yarn.lock
index 02fce96..86f6453 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -6,85 +6,85 @@ __metadata:
   cacheKey: 8
 
 "@ampproject/remapping@npm:^2.2.0":
-  version: 2.2.0
-  resolution: "@ampproject/remapping@npm:2.2.0"
+  version: 2.2.1
+  resolution: "@ampproject/remapping@npm:2.2.1"
   dependencies:
-    "@jridgewell/gen-mapping": ^0.1.0
+    "@jridgewell/gen-mapping": ^0.3.0
     "@jridgewell/trace-mapping": ^0.3.9
-  checksum: d74d170d06468913921d72430259424b7e4c826b5a7d39ff839a29d547efb97dc577caa8ba3fb5cf023624e9af9d09651afc3d4112a45e2050328abc9b3a2292
+  checksum: 03c04fd526acc64a1f4df22651186f3e5ef0a9d6d6530ce4482ec9841269cf7a11dbb8af79237c282d721c5312024ff17529cd72cc4768c11e999b58e2302079
   languageName: node
   linkType: hard
 
-"@babel/code-frame@npm:^7.12.13, @babel/code-frame@npm:^7.18.6":
-  version: 7.18.6
-  resolution: "@babel/code-frame@npm:7.18.6"
+"@babel/code-frame@npm:^7.12.13, @babel/code-frame@npm:^7.18.6, @babel/code-frame@npm:^7.21.4":
+  version: 7.21.4
+  resolution: "@babel/code-frame@npm:7.21.4"
   dependencies:
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-  checksum: 195e2be3172d7684bf95cff69ae3b7a15a9841ea9d27d3c843662d50cdd7d6470fd9c8e64be84d031117e4a4083486effba39f9aef6bbb2c89f7f21bcfba33ba
+  checksum: e5390e6ec1ac58dcef01d4f18eaf1fd2f1325528661ff6d4a5de8979588b9f5a8e852a54a91b923846f7a5c681b217f0a45c2524eb9560553160cd963b7d592c
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-"@babel/compat-data@npm:^7.20.5":
-  version: 7.21.0
-  resolution: "@babel/compat-data@npm:7.21.0"
-  checksum: dbf632c532f9c75ba0be7d1dc9f6cd3582501af52f10a6b90415d634ec5878735bd46064c91673b10317af94d4cc99c4da5bd9d955978cdccb7905fc33291e4d
+"@babel/compat-data@npm:^7.21.5":
+  version: 7.21.7
+  resolution: "@babel/compat-data@npm:7.21.7"
+  checksum: 28747eb3fc084d088ba2db0336f52118cfa730a57bdbac81630cae1f38ad0336605b95b3390325937802f344e0b7fa25e2f1b67e3ee2d7383b877f88dee0e51c
   languageName: node
   linkType: hard
 
 "@babel/core@npm:^7.20.12":
-  version: 7.21.0
-  resolution: "@babel/core@npm:7.21.0"
+  version: 7.21.8
+  resolution: "@babel/core@npm:7.21.8"
   dependencies:
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-    "@babel/code-frame": ^7.18.6
-    "@babel/generator": ^7.21.0
-    "@babel/helper-compilation-targets": ^7.20.7
-    "@babel/helper-module-transforms": ^7.21.0
-    "@babel/helpers": ^7.21.0
-    "@babel/parser": ^7.21.0
+    "@babel/code-frame": ^7.21.4
+    "@babel/generator": ^7.21.5
+    "@babel/helper-compilation-targets": ^7.21.5
+    "@babel/helper-module-transforms": ^7.21.5
+    "@babel/helpers": ^7.21.5
+    "@babel/parser": ^7.21.8
     "@babel/template": ^7.20.7
-    "@babel/traverse": ^7.21.0
-    "@babel/types": ^7.21.0
+    "@babel/traverse": ^7.21.5
+    "@babel/types": ^7.21.5
     convert-source-map: ^1.7.0
     debug: ^4.1.0
     gensync: ^1.0.0-beta.2
     json5: ^2.2.2
     semver: ^6.3.0
-  checksum: 357f4dd3638861ceebf6d95ff49ad8b902065ee8b7b352621deed5666c2a6d702a48ca7254dba23ecae2a0afb67d20f90db7dd645c3b75e35e72ad9776c671aa
+  checksum: f28118447355af2a90bd340e2e60699f94c8020517eba9b71bf8ebff62fa9e00d63f076e033f9dfb97548053ad62ada45fafb0d96584b1a90e8aef5a3b8241b1
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-"@babel/generator@npm:^7.21.0, @babel/generator@npm:^7.21.1":
-  version: 7.21.1
-  resolution: "@babel/generator@npm:7.21.1"
+"@babel/generator@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/generator@npm:7.21.5"
   dependencies:
-    "@babel/types": ^7.21.0
+    "@babel/types": ^7.21.5
     "@jridgewell/gen-mapping": ^0.3.2
     "@jridgewell/trace-mapping": ^0.3.17
     jsesc: ^2.5.1
-  checksum: 69085a211ff91a7a608ee3f86e6fcb9cf5e724b756d792a713b0c328a671cd3e423e1ef1b12533f366baba0616caffe0a7ba9d328727eab484de5961badbef00
+  checksum: 78af737b9dd701d4c657f9731880430fa1c177767b562f4e8a330a7fe72a4abe857e3d24de4e6d9dafc1f6a11f894162d27e523d7e5948ff9e3925a0ce9867c4
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-"@babel/helper-compilation-targets@npm:^7.20.7":
-  version: 7.20.7
-  resolution: "@babel/helper-compilation-targets@npm:7.20.7"
+"@babel/helper-compilation-targets@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/helper-compilation-targets@npm:7.21.5"
   dependencies:
-    "@babel/compat-data": ^7.20.5
-    "@babel/helper-validator-option": ^7.18.6
+    "@babel/compat-data": ^7.21.5
+    "@babel/helper-validator-option": ^7.21.0
     browserslist: ^4.21.3
     lru-cache: ^5.1.1
     semver: ^6.3.0
   peerDependencies:
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-  checksum: 8c32c873ba86e2e1805b30e0807abd07188acbe00ebb97576f0b09061cc65007f1312b589eccb4349c5a8c7f8bb9f2ab199d41da7030bf103d9f347dcd3a3cf4
+  checksum: 0edecb9c970ddc22ebda1163e77a7f314121bef9e483e0e0d9a5802540eed90d5855b6bf9bce03419b35b2e07c323e62d0353b153fa1ca34f17dbba897a83c25
   languageName: node
   linkType: hard
 
-"@babel/helper-environment-visitor@npm:^7.18.9":
-  version: 7.18.9
-  resolution: "@babel/helper-environment-visitor@npm:7.18.9"
-  checksum: b25101f6162ddca2d12da73942c08ad203d7668e06663df685634a8fde54a98bc015f6f62938e8554457a592a024108d45b8f3e651fd6dcdb877275b73cc4420
+"@babel/helper-environment-visitor@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/helper-environment-visitor@npm:7.21.5"
+  checksum: e436af7b62956e919066448013a3f7e2cd0b51010c26c50f790124dcd350be81d5597b4e6ed0a4a42d098a27de1e38561cd7998a116a42e7899161192deac9a6
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@@ -107,44 +107,44 @@ __metadata:
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   linkType: hard
 
-"@babel/helper-module-imports@npm:^7.18.6":
-  version: 7.18.6
-  resolution: "@babel/helper-module-imports@npm:7.18.6"
+"@babel/helper-module-imports@npm:^7.21.4":
+  version: 7.21.4
+  resolution: "@babel/helper-module-imports@npm:7.21.4"
   dependencies:
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-  checksum: f393f8a3b3304b1b7a288a38c10989de754f01d29caf62ce7c4e5835daf0a27b81f3ac687d9d2780d39685aae7b55267324b512150e7b2be967b0c493b6a1def
+    "@babel/types": ^7.21.4
+  checksum: bd330a2edaafeb281fbcd9357652f8d2666502567c0aad71db926e8499c773c9ea9c10dfaae30122452940326d90c8caff5c649ed8e1bf15b23f858758d3abc6
   languageName: node
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-"@babel/helper-module-transforms@npm:^7.21.0":
-  version: 7.21.2
-  resolution: "@babel/helper-module-transforms@npm:7.21.2"
+"@babel/helper-module-transforms@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/helper-module-transforms@npm:7.21.5"
   dependencies:
-    "@babel/helper-environment-visitor": ^7.18.9
-    "@babel/helper-module-imports": ^7.18.6
-    "@babel/helper-simple-access": ^7.20.2
+    "@babel/helper-environment-visitor": ^7.21.5
+    "@babel/helper-module-imports": ^7.21.4
+    "@babel/helper-simple-access": ^7.21.5
     "@babel/helper-split-export-declaration": ^7.18.6
     "@babel/helper-validator-identifier": ^7.19.1
     "@babel/template": ^7.20.7
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-    "@babel/types": ^7.21.2
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+    "@babel/traverse": ^7.21.5
+    "@babel/types": ^7.21.5
+  checksum: 1ccfc88830675a5d485d198e918498f9683cdd46f973fdd4fe1c85b99648fb70f87fca07756c7a05dc201bd9b248c74ced06ea80c9991926ac889f53c3659675
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-  resolution: "@babel/helper-plugin-utils@npm:7.20.2"
-  checksum: f6cae53b7fdb1bf3abd50fa61b10b4470985b400cc794d92635da1e7077bb19729f626adc0741b69403d9b6e411cddddb9c0157a709cc7c4eeb41e663be5d74b
+  version: 7.21.5
+  resolution: "@babel/helper-plugin-utils@npm:7.21.5"
+  checksum: 6f086e9a84a50ea7df0d5639c8f9f68505af510ea3258b3c8ac8b175efdfb7f664436cb48996f71791a1350ba68f47ad3424131e8e718c5e2ad45564484cbb36
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-"@babel/helper-simple-access@npm:^7.20.2":
-  version: 7.20.2
-  resolution: "@babel/helper-simple-access@npm:7.20.2"
+"@babel/helper-simple-access@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/helper-simple-access@npm:7.21.5"
   dependencies:
-    "@babel/types": ^7.20.2
-  checksum: ad1e96ee2e5f654ffee2369a586e5e8d2722bf2d8b028a121b4c33ebae47253f64d420157b9f0a8927aea3a9e0f18c0103e74fdd531815cf3650a0a4adca11a1
+    "@babel/types": ^7.21.5
+  checksum: ad212beaa24be3864c8c95bee02f840222457ccf5419991e2d3e3e39b0f75b77e7e857e0bf4ed428b1cd97acefc87f3831bdb0b9696d5ad0557421f398334fc3
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@@ -157,10 +157,10 @@ __metadata:
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   linkType: hard
 
-"@babel/helper-string-parser@npm:^7.19.4":
-  version: 7.19.4
-  resolution: "@babel/helper-string-parser@npm:7.19.4"
-  checksum: b2f8a3920b30dfac81ec282ac4ad9598ea170648f8254b10f475abe6d944808fb006aab325d3eb5a8ad3bea8dfa888cfa6ef471050dae5748497c110ec060943
+"@babel/helper-string-parser@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/helper-string-parser@npm:7.21.5"
+  checksum: 36c0ded452f3858e67634b81960d4bde1d1cd2a56b82f4ba2926e97864816021c885f111a7cf81de88a0ed025f49d84a393256700e9acbca2d99462d648705d8
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-"@babel/helpers@npm:^7.21.0":
-  version: 7.21.0
-  resolution: "@babel/helpers@npm:7.21.0"
+"@babel/helpers@npm:^7.21.5":
+  version: 7.21.5
+  resolution: "@babel/helpers@npm:7.21.5"
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-    "@babel/traverse": ^7.21.0
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+    "@babel/types": ^7.21.5
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+"@babel/parser@npm:^7.20.7, @babel/parser@npm:^7.21.4, @babel/parser@npm:^7.21.5, @babel/parser@npm:^7.21.8":
+  version: 7.21.8
+  resolution: "@babel/parser@npm:7.21.8"
   bin:
     parser: ./bin/babel-parser.js
-  checksum: e2b89de2c63d4cdd2cafeaea34f389bba729727eec7a8728f736bc472a59396059e3e9fe322c9bed8fd126d201fb609712949dc8783f4cae4806acd9a73da6ff
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-  resolution: "@babel/parser@npm:7.21.5"
-  bin:
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-  checksum: c7ec0dae795f2a43885fdd5c1c53c7f11b3428628ae82ebe1e1537cb3d13e25e7993549e026662a3e05dcc743b595f82b25f0a49ef9155459a9a424eedb7e2b0
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-  resolution: "@babel/traverse@npm:7.21.2"
+"@babel/traverse@npm:^7.21.5":
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+  resolution: "@babel/traverse@npm:7.21.5"
   dependencies:
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-    "@babel/generator": ^7.21.1
-    "@babel/helper-environment-visitor": ^7.18.9
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-    "@babel/parser": ^7.21.2
-    "@babel/types": ^7.21.2
+    "@babel/parser": ^7.21.5
+    "@babel/types": ^7.21.5
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+  version: 2.5.0
+  resolution: "tinybench@npm:2.5.0"
+  checksum: 284bb9428f197ec8b869c543181315e65e41ccfdad3c4b6c916bb1fdae1b5c6785661b0d90cf135b48d833b03cb84dc5357b2d33ec65a1f5971fae0ab2023821
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-"tinypool@npm:^0.3.1":
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-  resolution: "tinypool@npm:0.3.1"
-  checksum: 23af5f3889ccab1619a0459748bd419db52b5cbdfd409241f8d42993ace485af5fa4eb3d945e5c37f4b90690b727b7858696967b00b4292149b5d71fb5848185
+"tinypool@npm:^0.4.0":
+  version: 0.4.0
+  resolution: "tinypool@npm:0.4.0"
+  checksum: 8abcac9e784793499f1eeeace8290c026454b9d7338c74029ce6a821643bab8dcab7caeb4051e39006baf681d6a62d57c3319e9c0f6e2317a45ab0fdbd76ee26
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@@ -3003,10 +2959,10 @@ __metadata:
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-"ufo@npm:^1.1.0":
-  version: 1.1.1
-  resolution: "ufo@npm:1.1.1"
-  checksum: 6bd210ed93d8c0dedd76c456b1d1dfb0e3b08c2216ee6080e61f0f545de0bac24b3d3a5530cd6a403810855f8d8fc3922583965296142e04cfc287442635e6c7
+"ufo@npm:^1.1.1":
+  version: 1.1.2
+  resolution: "ufo@npm:1.1.2"
+  checksum: 83c940a6a23b6d4fc0cd116265bb5dcf88ab34a408ad9196e413270ca607a4781c09b547dc518f43caee128a096f20fe80b5a0e62b4bcc0a868619896106d048
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@@ -3043,16 +2999,16 @@ __metadata:
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 "update-browserslist-db@npm:^1.0.10":
-  version: 1.0.10
-  resolution: "update-browserslist-db@npm:1.0.10"
+  version: 1.0.11
+  resolution: "update-browserslist-db@npm:1.0.11"
   dependencies:
     escalade: ^3.1.1
     picocolors: ^1.0.0
   peerDependencies:
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   bin:
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-  checksum: 12db73b4f63029ac407b153732e7cd69a1ea8206c9100b482b7d12859cd3cd0bc59c602d7ae31e652706189f1acb90d42c53ab24a5ba563ed13aebdddc5561a0
+    update-browserslist-db: cli.js
+  checksum: b98327518f9a345c7cad5437afae4d2ae7d865f9779554baf2a200fdf4bac4969076b679b1115434bd6557376bdd37ca7583d0f9b8f8e302d7d4cc1e91b5f231
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-"vite-node@npm:0.29.2":
-  version: 0.29.2
-  resolution: "vite-node@npm:0.29.2"
+"vite-node@npm:0.29.8":
+  version: 0.29.8
+  resolution: "vite-node@npm:0.29.8"
   dependencies:
     cac: ^6.7.14
     debug: ^4.3.4
@@ -3091,7 +3047,7 @@ __metadata:
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   bin:
     vite-node: vite-node.mjs
-  checksum: 0f231e4d61a5c84e981d098cc1ce878300b8d690cb9e24e270e19fb116800dfd3530a1d8d74a8b25859ce6e80981469d6a1b26b6da4c2e5f8a0f7219f37935a6
+  checksum: b0981d4d63b1f373579eb9da69ca5af9123bf27c81ac246c541cdecf879ef4ef542e0b521cb6ceaafd5ead2cc3d243105d1fb8bf076953d42a6b2203607ce928
   languageName: node
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@@ -3167,14 +3123,13 @@ __metadata:
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 "vite@npm:^3.0.0 || ^4.0.0, vite@npm:^4.1.4":
-  version: 4.1.4
-  resolution: "vite@npm:4.1.4"
+  version: 4.3.5
+  resolution: "vite@npm:4.3.5"
   dependencies:
-    esbuild: ^0.16.14
+    esbuild: ^0.17.5
     fsevents: ~2.3.2
-    postcss: ^8.4.21
-    resolve: ^1.22.1
-    rollup: ^3.10.0
+    postcss: ^8.4.23
+    rollup: ^3.21.0
   peerDependencies:
     "@types/node": ">= 14"
     less: "*"
@@ -3200,21 +3155,21 @@ __metadata:
       optional: true
   bin:
     vite: bin/vite.js
-  checksum: 50a9a1f2e29e0ee8fefdec60314d38fb9b746df0bb6ae5a8114014b5bfd95e0fc9b29c0d5e73939361ba53af7eb66c7d20c5656bbe53a783e96540bd3b907c47
+  checksum: 6b7f2189f097110846e49a3f1d463bd620dfe9e4f433b1967e5b99f0789610ff4475e85e3e71476e6fa40be25449bb6f1c45edb95c79deba6f3f173699bff948
   languageName: node
   linkType: hard
 
 "vitest@npm:^0.29.2":
-  version: 0.29.2
-  resolution: "vitest@npm:0.29.2"
+  version: 0.29.8
+  resolution: "vitest@npm:0.29.8"
   dependencies:
     "@types/chai": ^4.3.4
     "@types/chai-subset": ^1.3.3
     "@types/node": "*"
-    "@vitest/expect": 0.29.2
-    "@vitest/runner": 0.29.2
-    "@vitest/spy": 0.29.2
-    "@vitest/utils": 0.29.2
+    "@vitest/expect": 0.29.8
+    "@vitest/runner": 0.29.8
+    "@vitest/spy": 0.29.8
+    "@vitest/utils": 0.29.8
     acorn: ^8.8.1
     acorn-walk: ^8.2.0
     cac: ^6.7.14
@@ -3227,10 +3182,10 @@ __metadata:
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     strip-literal: ^1.0.0
     tinybench: ^2.3.1
-    tinypool: ^0.3.1
+    tinypool: ^0.4.0
     tinyspy: ^1.0.2
     vite: ^3.0.0 || ^4.0.0
-    vite-node: 0.29.2
+    vite-node: 0.29.8
     why-is-node-running: ^2.2.2
   peerDependencies:
     "@edge-runtime/vm": "*"
@@ -3238,6 +3193,9 @@ __metadata:
     "@vitest/ui": "*"
     happy-dom: "*"
     jsdom: "*"
+    playwright: "*"
+    safaridriver: "*"
+    webdriverio: "*"
   peerDependenciesMeta:
     "@edge-runtime/vm":
       optional: true
@@ -3249,9 +3207,15 @@ __metadata:
       optional: true
     jsdom:
       optional: true
+    playwright:
+      optional: true
+    safaridriver:
+      optional: true
+    webdriverio:
+      optional: true
   bin:
     vitest: vitest.mjs
-  checksum: d3b1069cc80f52649dead896f2dcd77b604724f64f35e0bb9478d5078547302bd4a13c18bc69d078516dd136e7aca343e2fe584c92d658e9545f40ca9cfb406e
+  checksum: 203e33bf093fdb99a6832c905a6c78175bb15313e06e1dcfbeb010a0e3efb8ff0aba4d317efedb4de76bd0086691bbd2c4bc7d6631f60fb1634b96832cba144f
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@@ -3284,9 +3248,9 @@ __metadata:
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-  resolution: "vscode-languageserver-textdocument@npm:1.0.8"
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+  version: 1.0.10
+  resolution: "vscode-languageserver-textdocument@npm:1.0.10"
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