feat: add options to customize tooltip

packages/backend/start_image.sh

@@ -1,3 +1,3 @@
 #!/bin/bash
 
-uv run embedding-atlas ylecun/mnist --image image --split train --static ../viewer/dist
+uv run embedding-atlas ylecun/mnist --image image --split train --static ../viewer/dist "$@"

packages/table/src/lib/views/cells/CellContent.svelte

@@ -2,15 +2,16 @@
 <script lang="ts">
   import type { JSType } from "@uwdata/mosaic-core";
 
+  import BigIntContent from "./cell-contents/BigIntContent.svelte";
+  import CustomCellContents from "./cell-contents/CustomCellContents.svelte";
+  import ImageContent from "./cell-contents/ImageContent.svelte";
   import LinkContent from "./cell-contents/LinkContent.svelte";
   import NumberContent from "./cell-contents/NumberContent.svelte";
   import TextContent from "./cell-contents/TextContent.svelte";
 
   import { ConfigContext } from "../../context/config.svelte";
   import { Context } from "../../context/context.svelte";
   import { CustomCellsContext } from "../../context/custom-cells.svelte";
-  import BigIntContent from "./cell-contents/BigIntContent.svelte";
-  import CustomCellContents from "./cell-contents/CustomCellContents.svelte";
 
   interface Props {
     row: string;
@@ -34,6 +35,24 @@
   const content: string | null = model.getContent({ row, col });
   const type: JSType = schema.dataType[col] ?? "string";
   const sqlType: string = schema.sqlType[col] ?? "TEXT";
+
+  function isLink(value: any): boolean {
+    return typeof value == "string" && (value.startsWith("http://") || value.startsWith("https://"));
+  }
+
+  function isImage(value: any): boolean {
+    if (value == null) {
+      return false;
+    }
+    if (typeof value == "string" && value.startsWith("data:image/")) {
+      return true;
+    }
+    if (value.bytes && value.bytes instanceof Uint8Array) {
+      // TODO: check if the bytes are actually an image.
+      return true;
+    }
+    return false;
+  }
 </script>
 
 <div
@@ -45,7 +64,7 @@
   {#if customCellsConfig[col]}
     <CustomCellContents row={row} col={col} customCell={customCellsConfig[col]} bind:height={contentHeight} />
   {:else if type === "string"}
-    {#if content && content.startsWith("http")}
+    {#if content && isLink(content)}
       <LinkContent url={content} bind:height={contentHeight} />
     {:else}
       <TextContent text={content} bind:height={contentHeight} clamped={clamped} parentHeight={height} />
@@ -56,6 +75,8 @@
     {:else}
       <NumberContent number={content as number | null} bind:height={contentHeight} />
     {/if}
+  {:else if isImage(content)}
+    <ImageContent image={content} bind:height={contentHeight} />
   {:else}
     <TextContent text={content} bind:height={contentHeight} clamped={clamped} parentHeight={height} />
   {/if}

packages/table/src/lib/views/cells/cell-contents/ImageContent.svelte

@@ -0,0 +1,97 @@
+<!-- Copyright (c) 2025 Apple Inc. Licensed under MIT License. -->
+<script lang="ts">
+  import { ConfigContext } from "../../../context/config.svelte";
+
+  interface Props {
+    image: any | null;
+    height: number;
+  }
+
+  let { image, height = $bindable() }: Props = $props();
+
+  const config = ConfigContext.config;
+
+  let element: HTMLElement | null = $state(null);
+
+  function base64Encode(data: Uint8Array): string {
+    let binary = "";
+    for (let i = 0; i < data.length; i++) {
+      binary += String.fromCharCode(data[i]);
+    }
+    return btoa(binary);
+  }
+
+  function base64Decode(base64: string): Uint8Array {
+    const binaryString = atob(base64);
+    return new Uint8Array([...binaryString].map((char) => char.charCodeAt(0)));
+  }
+
+  function startsWith(data: Uint8Array, prefix: number[]): boolean {
+    if (data.length < prefix.length) {
+      return false;
+    }
+    for (let i = 0; i < prefix.length; i++) {
+      if (data[i] != prefix[i]) {
+        return false;
+      }
+    }
+    return true;
+  }
+
+  function detectImageType(data: Uint8Array): string {
+    if (startsWith(data, [0x89, 0x50, 0x4e, 0x47, 0x0d, 0x0a, 0x1a, 0x0a])) {
+      return "image/png";
+    } else if (startsWith(data, [0xff, 0xd8, 0xff])) {
+      return "image/jpeg";
+    } else if (startsWith(data, [0x49, 0x49, 0x2a, 0x00])) {
+      return "image/tiff";
+    } else if (startsWith(data, [0x42, 0x4d])) {
+      return "image/bmp";
+    } else if (
+      startsWith(data, [0x47, 0x49, 0x46, 0x38, 0x37, 0x61]) ||
+      startsWith(data, [0x47, 0x49, 0x46, 0x38, 0x37, 0x61])
+    ) {
+      return "image/gif";
+    }
+    // Unknown, fallback to generic type
+    return "application/octet-stream";
+  }
+
+  function imageToDataUrl(img: any): string | null {
+    if (img == null) {
+      return null;
+    }
+    if (typeof img == "string") {
+      if (img.startsWith("data:")) {
+        return img;
+      } else {
+        let type = detectImageType(base64Decode(img));
+        return `data:${type};base64,` + img;
+      }
+    } else {
+      let bytes: Uint8Array | null = null;
+      if (img.bytes && img.bytes instanceof Uint8Array) {
+        bytes = img.bytes;
+      }
+      if (img instanceof Uint8Array) {
+        bytes = img;
+      }
+      if (bytes != null) {
+        let type = detectImageType(bytes);
+        return `data:${type};base64,` + base64Encode(bytes);
+      }
+    }
+    return null;
+  }
+</script>
+
+<img
+  bind:this={element}
+  onload={() => {
+    if (element) {
+      height = element.scrollHeight;
+    }
+  }}
+  src={imageToDataUrl(image)}
+  alt=""
+/>

packages/viewer/src/lib/CategoryLegend.svelte

@@ -95,7 +95,7 @@
   });
 </script>
 
-<div class="absolute right-0 top-0 p-2 m-2 rounded-md bg-opacity-90 bg-slate-100 dark:bg-slate-800">
+<div class="absolute right-0 top-0 p-2 m-2 rounded-md bg-slate-100/75 dark:bg-slate-800/75 backdrop-blur-sm">
   <table>
     <tbody>
       {#each items as item}

packages/viewer/src/lib/ColumnStylePicker.svelte

@@ -0,0 +1,42 @@
+<!-- Copyright (c) 2025 Apple Inc. Licensed under MIT License. -->
+<script lang="ts">
+  import ColumnStylePickerRow from "./ColumnStylePickerRow.svelte";
+
+  import type { ColumnDesc } from "./database_utils.js";
+  import { type ColumnStyle } from "./renderers/index.js";
+
+  interface Props {
+    columns: ColumnDesc[];
+    styles: Record<string, ColumnStyle>;
+    onStylesChange: (value: Record<string, ColumnStyle>) => void;
+  }
+
+  let { columns, styles, onStylesChange }: Props = $props();
+</script>
+
+<div
+  class="max-h-60 overflow-x-hidden overflow-y-scroll border border-slate-200 dark:border-slate-600 p-2 rounded-md inset-shadow-sm"
+>
+  <table>
+    <thead>
+      <tr class="select-none">
+        <th class="pb-2 text-slate-500 dark:text-slate-400 text-left font-normal text-sm">Column</th>
+        <th class="pb-2 text-slate-500 dark:text-slate-400 text-left font-normal text-sm">Format</th>
+        <th class="pb-2 text-slate-500 dark:text-slate-400 text-left font-normal text-sm">Style</th>
+      </tr>
+    </thead>
+    <tbody>
+      {#each columns as column}
+        <ColumnStylePickerRow
+          column={column}
+          style={styles[column.name] ?? {}}
+          onChange={(s) => {
+            let newStyles = { ...styles };
+            newStyles[column.name] = s;
+            onStylesChange(newStyles);
+          }}
+        />
+      {/each}
+    </tbody>
+  </table>
+</div>

packages/viewer/src/lib/ColumnStylePickerRow.svelte

@@ -0,0 +1,69 @@
+<!-- Copyright (c) 2025 Apple Inc. Licensed under MIT License. -->
+<script lang="ts">
+  import Select from "./widgets/Select.svelte";
+  import Slider from "./widgets/Slider.svelte";
+
+  import type { ColumnDesc } from "./database_utils.js";
+  import { renderersList, type ColumnStyle } from "./renderers/index.js";
+
+  interface Props {
+    column: ColumnDesc;
+    style: ColumnStyle;
+    onChange: (value: ColumnStyle) => void;
+  }
+
+  let { column, style, onChange }: Props = $props();
+
+  function change(fields: Partial<ColumnStyle>) {
+    onChange({ ...style, ...fields });
+  }
+</script>
+
+<tr class="leading-10">
+  <td class="w-full">
+    <div class="max-w-80 whitespace-nowrap text-ellipsis overflow-x-hidden">
+      {column.name}
+    </div>
+  </td>
+  <td class="pr-2">
+    <div class="flex items-center gap-2">
+      <Select
+        value={style.renderer ?? null}
+        onChange={(v) => change({ renderer: v })}
+        options={[
+          { value: null, label: "(default)" },
+          ...renderersList.map((x) => ({ value: x.renderer, label: x.label })),
+        ]}
+      />
+
+      {#if style.renderer == "image"}
+        <Slider
+          bind:value={
+            () => style.rendererOptions?.size ?? 100,
+            (v) => {
+              change({ rendererOptions: { size: v } });
+            }
+          }
+          width={72}
+          min={16}
+          max={400}
+        />
+      {/if}
+    </div>
+  </td>
+  <td>
+    <div class="flex items-center gap-2">
+      <Select
+        value={style.display ?? "badge"}
+        onChange={(v) => {
+          change({ display: v });
+        }}
+        options={[
+          { value: "full", label: "Full" },
+          { value: "badge", label: "Badge" },
+          { value: "hidden", label: "Hidden" },
+        ]}
+      />
+    </div>
+  </td>
+</tr>