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<script lang="ts">
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const browser = typeof document !== "undefined";
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import { get_next_color } from "@gradio/utils";
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import type { SelectData } from "@gradio/utils";
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import { createEventDispatcher, onMount } from "svelte";
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import { correct_color_map, merge_elements } from "./utils";
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import LabelInput from "./LabelInput.svelte";
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export let value: {
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token: string;
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class_or_confidence: string | number | null;
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}[] = [];
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export let show_legend = false;
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export let color_map: Record<string, string> = {};
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export let selectable = false;
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let activeElementIndex = -1;
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let ctx: CanvasRenderingContext2D;
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let _color_map: Record<string, { primary: string; secondary: string }> = {};
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let active = "";
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let selection: Selection | null;
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let labelToEdit = -1;
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onMount(() => {
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const mouseUpHandler = (): void => {
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selection = window.getSelection();
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handleSelectionComplete();
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window.removeEventListener("mouseup", mouseUpHandler);
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};
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window.addEventListener("mousedown", () => {
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window.addEventListener("mouseup", mouseUpHandler);
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});
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});
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async function handleTextSelected(
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startIndex: number,
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endIndex: number
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): Promise<void> {
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if (
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selection?.toString() &&
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activeElementIndex !== -1 &&
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value[activeElementIndex].token.toString().includes(selection.toString())
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) {
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const tempFlag = Symbol();
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const str = value[activeElementIndex].token;
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const [before, selected, after] = [
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str.substring(0, startIndex),
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str.substring(startIndex, endIndex),
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str.substring(endIndex)
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];
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let tempValue: {
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token: string;
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class_or_confidence: string | number | null;
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flag?: symbol;
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}[] = [
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...value.slice(0, activeElementIndex),
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{ token: before, class_or_confidence: null },
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{
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token: selected,
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class_or_confidence: mode === "scores" ? 1 : "label",
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flag: tempFlag
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},
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{ token: after, class_or_confidence: null },
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...value.slice(activeElementIndex + 1)
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];
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labelToEdit = tempValue.findIndex(({ flag }) => flag === tempFlag);
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tempValue = tempValue.filter((item) => item.token.trim() !== "");
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value = tempValue.map(({ flag, ...rest }) => rest);
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handleValueChange();
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document.getElementById(`label-input-${labelToEdit}`)?.focus();
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}
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}
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const dispatch = createEventDispatcher<{
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select: SelectData;
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change: typeof value;
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input: never;
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}>();
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function splitTextByNewline(text: string): string[] {
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return text.split("\n");
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}
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function removeHighlightedText(index: number): void {
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if (!value || index < 0 || index >= value.length) return;
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value[index].class_or_confidence = null;
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value = merge_elements(value, "equal");
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handleValueChange();
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window.getSelection()?.empty();
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}
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function handleValueChange(): void {
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dispatch("change", value);
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labelToEdit = -1;
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if (show_legend) {
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color_map = {};
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_color_map = {};
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}
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}
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let mode: "categories" | "scores";
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$: {
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if (!color_map) {
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color_map = {};
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}
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if (value.length > 0) {
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for (let entry of value) {
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if (entry.class_or_confidence !== null) {
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if (typeof entry.class_or_confidence === "string") {
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mode = "categories";
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if (!(entry.class_or_confidence in color_map)) {
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let color = get_next_color(Object.keys(color_map).length);
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color_map[entry.class_or_confidence] = color;
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}
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} else {
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mode = "scores";
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}
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}
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}
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}
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correct_color_map(color_map, _color_map, browser, ctx);
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}
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function handle_mouseover(label: string): void {
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active = label;
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}
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function handle_mouseout(): void {
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active = "";
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}
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async function handleKeydownSelection(event: KeyboardEvent): Promise<void> {
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selection = window.getSelection();
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if (event.key === "Enter") {
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handleSelectionComplete();
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}
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}
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function handleSelectionComplete(): void {
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if (selection && selection?.toString().trim() !== "") {
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const textBeginningIndex = selection.getRangeAt(0).startOffset;
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const textEndIndex = selection.getRangeAt(0).endOffset;
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handleTextSelected(textBeginningIndex, textEndIndex);
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}
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}
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function handleSelect(
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i: number,
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text: string,
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class_or_confidence: string | number | null
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): void {
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dispatch("select", {
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index: i,
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value: [text, class_or_confidence]
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});
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}
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</script>
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<div class="container">
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{#if mode === "categories"}
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{#if show_legend}
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<div
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class="class_or_confidence-legend"
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data-testid="highlighted-text:class_or_confidence-legend"
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>
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{#if _color_map}
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{#each Object.entries(_color_map) as [class_or_confidence, color], i}
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<div
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role="button"
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aria-roledescription="Categories of highlighted text. Hover to see text with this class_or_confidence highlighted."
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tabindex="0"
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on:mouseover={() => handle_mouseover(class_or_confidence)}
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on:focus={() => handle_mouseover(class_or_confidence)}
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on:mouseout={() => handle_mouseout()}
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on:blur={() => handle_mouseout()}
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class="class_or_confidence-label"
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style={"background-color:" + color.secondary}
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>
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{class_or_confidence}
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</div>
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{/each}
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{/if}
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</div>
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{/if}
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<div class="textfield">
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{#each value as { token, class_or_confidence }, i}
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{#each splitTextByNewline(token) as line, j}
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{#if line.trim() !== ""}
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<span class="text-class_or_confidence-container">
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<span
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role="button"
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tabindex="0"
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class="textspan"
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style:background-color={class_or_confidence === null ||
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(active && active !== class_or_confidence)
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? ""
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: class_or_confidence && _color_map[class_or_confidence]
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? _color_map[class_or_confidence].secondary
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: ""}
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class:no-cat={class_or_confidence === null ||
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(active && active !== class_or_confidence)}
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class:hl={class_or_confidence !== null}
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class:selectable
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on:click={() => {
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if (class_or_confidence !== null) {
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handleSelect(i, token, class_or_confidence);
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}
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}}
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on:keydown={(e) => {
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if (class_or_confidence !== null) {
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labelToEdit = i;
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handleSelect(i, token, class_or_confidence);
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} else {
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handleKeydownSelection(e);
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}
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}}
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on:focus={() => (activeElementIndex = i)}
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on:mouseover={() => (activeElementIndex = i)}
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>
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<span
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class:no-label={class_or_confidence === null}
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class="text"
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role="button"
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on:keydown={(e) => handleKeydownSelection(e)}
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on:focus={() => (activeElementIndex = i)}
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on:mouseover={() => (activeElementIndex = i)}
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on:click={() => (labelToEdit = i)}
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tabindex="0">{line}</span
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>
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{#if !show_legend && class_or_confidence !== null && labelToEdit !== i}
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<span
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id={`label-tag-${i}`}
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class="label"
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role="button"
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tabindex="0"
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style:background-color={class_or_confidence === null ||
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(active && active !== class_or_confidence)
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? ""
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: _color_map[class_or_confidence].primary}
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on:click={() => (labelToEdit = i)}
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on:keydown={() => (labelToEdit = i)}
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>
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{class_or_confidence}
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</span>
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{/if}
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{#if labelToEdit === i && class_or_confidence !== null}
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<LabelInput
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bind:value
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{labelToEdit}
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category={class_or_confidence}
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{active}
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{_color_map}
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indexOfLabel={i}
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text={token}
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{handleValueChange}
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/>
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{/if}
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</span>
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{#if class_or_confidence !== null}
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<span
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class="label-clear-button"
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role="button"
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aria-roledescription="Remove label from text"
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tabindex="0"
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on:click={() => removeHighlightedText(i)}
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on:keydown={(event) => {
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if (event.key === "Enter") {
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removeHighlightedText(i);
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}
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}}
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>×
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</span>
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{/if}
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</span>
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{/if}
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{#if j < splitTextByNewline(token).length - 1}
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<br />
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{/if}
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{/each}
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{/each}
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</div>
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{:else}
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{#if show_legend}
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<div class="color-legend" data-testid="highlighted-text:color-legend">
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<span>-1</span>
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<span>0</span>
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<span>+1</span>
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</div>
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{/if}
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<div class="textfield" data-testid="highlighted-text:textfield">
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{#each value as { token, class_or_confidence }, i}
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{@const score =
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typeof class_or_confidence === "string"
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? parseInt(class_or_confidence)
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: class_or_confidence}
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<span class="score-text-container">
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<span
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class="textspan score-text"
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role="button"
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tabindex="0"
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class:no-cat={class_or_confidence === null ||
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(active && active !== class_or_confidence)}
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class:hl={class_or_confidence !== null}
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on:mouseover={() => (activeElementIndex = i)}
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on:focus={() => (activeElementIndex = i)}
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on:click={() => (labelToEdit = i)}
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on:keydown={(e) => {
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if (e.key === "Enter") {
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labelToEdit = i;
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}
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}}
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style={"background-color: rgba(" +
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(score && score < 0
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? "128, 90, 213," + -score
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: "239, 68, 60," + score) +
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")"}
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>
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<span class="text">{token}</span>
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{#if class_or_confidence && labelToEdit === i}
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<LabelInput
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bind:value
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{labelToEdit}
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{_color_map}
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category={class_or_confidence}
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{active}
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indexOfLabel={i}
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text={token}
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{handleValueChange}
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isScoresMode
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/>
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{/if}
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</span>
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{#if class_or_confidence && activeElementIndex === i}
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<span
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class="label-clear-button"
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role="button"
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aria-roledescription="Remove label from text"
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tabindex="0"
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on:click={() => removeHighlightedText(i)}
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on:keydown={(event) => {
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if (event.key === "Enter") {
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removeHighlightedText(i);
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}
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}}
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>×
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</span>
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{/if}
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</span>
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{/each}
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</div>
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{/if}
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</div>
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<style>
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.label-clear-button {
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display: none;
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border-radius: var(--radius-xs);
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padding-top: 2.5px;
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padding-right: var(--size-1);
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padding-bottom: 3.5px;
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padding-left: var(--size-1);
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color: black;
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background-color: var(--background-fill-secondary);
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user-select: none;
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position: relative;
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left: -3px;
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border-radius: 0 var(--radius-xs) var(--radius-xs) 0;
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color: var(--block-label-text-color);
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}
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.text-class_or_confidence-container:hover .label-clear-button,
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.text-class_or_confidence-container:focus-within .label-clear-button,
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.score-text-container:hover .label-clear-button,
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.score-text-container:focus-within .label-clear-button {
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display: inline;
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}
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.text-class_or_confidence-container:hover .textspan.hl,
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.text-class_or_confidence-container:focus-within .textspan.hl,
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.score-text:hover {
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border-radius: var(--radius-xs) 0 0 var(--radius-xs);
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}
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.container {
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display: flex;
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flex-direction: column;
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gap: var(--spacing-sm);
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padding: var(--block-padding);
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}
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.hl {
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margin-left: var(--size-1);
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transition: background-color 0.3s;
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user-select: none;
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}
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.textspan:last-child > .label {
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margin-right: 0;
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}
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.class_or_confidence-legend {
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display: flex;
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flex-wrap: wrap;
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gap: var(--spacing-sm);
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color: black;
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}
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.class_or_confidence-label {
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cursor: pointer;
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border-radius: var(--radius-xs);
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padding-right: var(--size-2);
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padding-left: var(--size-2);
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font-weight: var(--weight-semibold);
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}
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.color-legend {
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display: flex;
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justify-content: space-between;
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border-radius: var(--radius-xs);
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background: linear-gradient(
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to right,
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var(--color-purple),
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rgba(255, 255, 255, 0),
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var(--color-red)
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);
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padding: var(--size-1) var(--size-2);
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font-weight: var(--weight-semibold);
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}
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.textfield {
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box-sizing: border-box;
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border-radius: var(--radius-xs);
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background: var(--background-fill-primary);
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background-color: transparent;
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max-width: var(--size-full);
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line-height: var(--scale-4);
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word-break: break-all;
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}
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.textspan {
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transition: 150ms;
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border-radius: var(--radius-xs);
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padding-top: 2.5px;
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padding-right: var(--size-1);
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padding-bottom: 3.5px;
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padding-left: var(--size-1);
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color: black;
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cursor: text;
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}
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.label {
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transition: 150ms;
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margin-top: 1px;
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border-radius: var(--radius-xs);
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padding: 1px 5px;
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color: var(--body-text-color);
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color: white;
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font-weight: var(--weight-bold);
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font-size: var(--text-sm);
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text-transform: uppercase;
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user-select: none;
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}
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.text {
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color: black;
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white-space: pre-wrap;
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}
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.textspan.hl {
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user-select: none;
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}
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.score-text-container {
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margin-right: var(--size-1);
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}
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.score-text .text {
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color: var(--body-text-color);
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}
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.no-cat {
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color: var(--body-text-color);
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}
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.no-label {
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color: var(--body-text-color);
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user-select: text;
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}
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.selectable {
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cursor: text;
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user-select: text;
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}
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</style>
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