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<script lang="ts">
import { onMount } from "svelte";
import ModelPerf from "./ModelPerf.svelte";
import Button, { Label } from "@smui/button";
import DataTable, { Head, Body, Row, Cell } from "@smui/data-table";
import LinearProgress from '@smui/linear-progress';
import { user } from './stores/cur_user_store.js';
import { model_chosen } from './stores/cur_model_store.js';
export let topic;
export let model_name = null;
let to_label = {};
let promise = Promise.resolve(null);
// Get current user
let cur_user;
user.subscribe(value => {
cur_user = value;
});
// Get current model
if (model_name == null) {
model_chosen.subscribe(value => {
model_name = value;
});
}
function getCommentsToLabel() {
let req_params = {
topic: topic,
};
let params = new URLSearchParams(req_params).toString();
fetch("./get_comments_to_label_topic?" + params)
.then((r) => r.text())
.then(function (r_orig) {
let r = JSON.parse(r_orig);
// Append comment rows to to_label object
r["to_label"].forEach((key) => (to_label[key] = null));
});
}
onMount(async () => {
getCommentsToLabel();
});
function handleLoadCommentsButton() {
getCommentsToLabel();
}
function handleTrainModelButton() {
promise = trainModel();
}
function getRatings() {
// Get rating for each comment from HTML elems
let ratings = {};
Object.entries(to_label).forEach(function ([comment, orig_rating], i) {
var radio_btns = document.getElementsByName(
"comment_" + i.toString()
);
let length = radio_btns.length;
for (var i = 0; i < length; i++) {
if (radio_btns[i].checked) {
ratings[comment] = radio_btns[i].value;
break;
}
}
});
return ratings;
}
async function trainModel() {
let ratings = getRatings();
ratings = JSON.stringify(ratings);
let req_params = {
model_name: model_name,
ratings: ratings,
user: cur_user,
topic: topic,
};
console.log("topic training model name", model_name);
let params = new URLSearchParams(req_params).toString();
const response = await fetch("./get_personalized_model_topic?" + params); // TODO
const text = await response.text();
const data = JSON.parse(text);
// to_label = data["ratings_prev"];
model_name = data["new_model_name"];
model_chosen.update((value) => model_name);
console.log("topicTraining", data);
return data;
}
</script>
<div>
{#if topic}
<div class="label_table_expandable spacing_vert">
<DataTable
table$aria-label="Comments to label"
style="width: 100%;"
stickyHeader
>
<Head>
<Row>
<Cell style="width: 50%">Comment</Cell>
<Cell style="background-color: #c3ecdb">
0: <br>Not-at-all toxic<br>(Keep)<br>
</Cell>
<Cell style="background-color: white">
1: <br>Slightly toxic<br>(Keep)<br>
</Cell>
<Cell style="background-color: #ffa894">
2: <br>Moderately toxic<br>(Delete)<br>
</Cell>
<Cell style="background-color: #ff7a5c">
3: <br>Very toxic<br>(Delete)<br>
</Cell>
<Cell style="background-color: #d62728">
4: <br>Extremely toxic<br>(Delete)<br>
</Cell>
<Cell style="background-color: #808080">
<br>Unsure<br>(Skip)<br>
</Cell>
</Row>
</Head>
<Body>
{#if to_label}
{#each Object.keys(to_label) as comment, i}
<Row>
<Cell>
<div class="spacing_vert">{comment}</div>
</Cell>
<Cell>
<label>
<input
name="comment_{i}"
type="radio"
value="0"
checked={to_label[comment] == "0"}
/>
<span />
</label>
</Cell>
<Cell>
<label>
<input
name="comment_{i}"
type="radio"
value="1"
checked={to_label[comment] == "1"}
/>
<span />
</label>
</Cell>
<Cell>
<label>
<input
name="comment_{i}"
type="radio"
value="2"
checked={to_label[comment] == "2"}
/>
<span />
</label>
</Cell>
<Cell>
<label>
<input
name="comment_{i}"
type="radio"
value="3"
checked={to_label[comment] == "3"}
/>
<span />
</label>
</Cell>
<Cell>
<label>
<input
name="comment_{i}"
type="radio"
value="4"
checked={to_label[comment] == "4"}
/>
<span />
</label>
</Cell>
<Cell>
<label>
<input
name="comment_{i}"
type="radio"
value="-1"
checked={to_label[comment] == "-1"}
/>
<span />
</label>
</Cell>
</Row>
{/each}
{/if}
</Body>
</DataTable>
</div>
<div class="">
<Button on:click={handleTrainModelButton} variant="outlined">
<Label>Tune Model</Label>
</Button>
<Button on:click={handleLoadCommentsButton} variant="outlined">
<Label>Fetch More Comments To Label</Label>
</Button>
</div>
<!-- Performance -->
{#await promise}
<div class="app_loading spacing_vert_20">
<LinearProgress indeterminate />
</div>
{:then perf_results}
{#if perf_results}
<div class="spacing_vert_20">
Model for the topic {topic} has been successfully tuned. You can now proceed to explore this topic.
</div>
{/if}
{:catch error}
<p style="color: red">{error.message}</p>
{/await}
{/if}
</div>
<style>
</style>
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