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import { calcHSLFromScore } from "../utils/color";
import { DataPoint } from "../utils/dataPoint";
import React from "react";
import styles from "../App.module.css";
import Tooltip from "./Tooltip";
import { Bar } from "react-chartjs-2";
import { FeatureOutput } from "../models/visualizationOutput";
interface FeatureProps<T> {
data: T;
hideHeaders?: boolean;
}
type ImageFeatureProps = FeatureProps<{
base: string;
modified: string;
name: string;
}>;
function ImageFeature(props: ImageFeatureProps) {
return (
<>
{props.hideHeaders && (
<div className={styles["panel__column__title"]}>
{props.data.name} (Image)
</div>
)}
<div className={styles["panel__column__body"]}>
<div className={styles["model-number-spacer"]} />
<div className={styles.gallery}>
<div className={styles["gallery__item"]}>
<div className={styles["gallery__item__image"]}>
<img
src={"data:image/png;base64," + props.data.base}
alt="original"
/>
</div>
<div className={styles["gallery__item__description"]}>Original</div>
</div>
<div className={styles["gallery__item"]}>
<div className={styles["gallery__item__image"]}>
<img
src={"data:image/png;base64," + props.data.modified}
alt="attribution"
/>
</div>
<div className={styles["gallery__item__description"]}>
Attribution Magnitude
</div>
</div>
</div>
</div>
</>
);
}
type TextFeatureProps = FeatureProps<{
base: number[];
name: string;
modified: number[];
}>;
function TextFeature(props: TextFeatureProps) {
const color_words = props.data.base.map((w, i) => {
return (
<>
<span
style={{
backgroundColor: calcHSLFromScore(props.data.modified[i], false),
}}
className={styles["text-feature-word"]}
>
{w}
<Tooltip label={props.data.modified[i]?.toFixed(3)} />
</span>{" "}
</>
);
});
return (
<>
{props.hideHeaders && (
<div className={styles["panel__column__title"]}>
{props.data.name} (Text)
</div>
)}
<div className={styles["panel__column__body"]}>
<div className={styles["model-number-spacer"]} />
{color_words}
</div>
</>
);
}
type GeneralFeatureProps = FeatureProps<{
base: number[];
modified: number[];
name: string;
}>;
function GeneralFeature(props: GeneralFeatureProps) {
const data = {
labels: props.data.base,
datasets: [
{
barPercentage: 0.5,
data: props.data.modified,
backgroundColor: (dataPoint: DataPoint) => {
if (!dataPoint.dataset || !dataPoint.dataset.data || dataPoint.datasetIndex === undefined) {
return "#d45c43"; // Default to red
}
const yValue = dataPoint.dataset.data[dataPoint.dataIndex as number] || 0;
return yValue < 0 ? "#d45c43" : "#80aaff"; // Red if negative, else blue
},
},
],
};
return (
<Bar
data={data}
width={300}
height={50}
legend={{ display: false }}
options={{
maintainAspectRatio: false,
scales: {
xAxes: [
{
gridLines: {
display: false,
},
},
],
yAxes: [
{
gridLines: {
lineWidth: 0,
zeroLineWidth: 1,
},
},
],
},
}}
/>
);
}
function Feature(props: { data: FeatureOutput; hideHeaders: boolean }) {
const data = props.data;
switch (data.type) {
case "image":
return <ImageFeature data={data} hideHeaders={props.hideHeaders} />;
case "text":
return <TextFeature data={data} hideHeaders={props.hideHeaders} />;
case "general":
return <GeneralFeature data={data} />;
case "empty":
return <></>;
default:
throw new Error("Unsupported feature visualization type: " + data.type);
}
}
export default Feature;
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