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1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 | """FastAPI application for the CleanOps data-cleaning environment."""
from __future__ import annotations
import copy
import random
from openenv.core import create_app
from fastapi.responses import HTMLResponse, JSONResponse
from cleanops_env.environment import CleanOpsEnvironment
from cleanops_env.models import DataCleaningAction, DataCleaningObservation
from cleanops_env.tasks import first_table_name, get_task_spec, sorted_rows
app = create_app(
CleanOpsEnvironment,
DataCleaningAction,
DataCleaningObservation,
env_name="cleanops_env",
max_concurrent_envs=4,
)
@app.get("/demo/compare", include_in_schema=False)
def demo_compare(task_id: str = "customer_contacts_easy", table_name: str | None = None, seed: int | None = None) -> JSONResponse:
task_spec = get_task_spec(task_id)
selected_table = table_name if table_name in task_spec.dirty_tables else first_table_name(task_spec)
primary_key = task_spec.primary_keys[selected_table]
before_rows = _seed_preview_rows(task_spec.dirty_tables[selected_table], primary_key, selected_table, seed)
after_rows = _seed_preview_rows(task_spec.gold_tables[selected_table], primary_key, selected_table, seed)
columns = sorted({column_name for row in before_rows + after_rows for column_name in row})
return JSONResponse(
{
"task_id": task_spec.task_id,
"task_title": task_spec.title,
"table_name": selected_table,
"requested_seed": seed,
"available_tables": list(task_spec.dirty_tables.keys()),
"columns": columns,
"before_rows": before_rows[:4],
"after_rows": after_rows[:4],
"before_row_count": len(before_rows),
"after_row_count": len(after_rows),
"solution_operation_ids": list(task_spec.solution_operation_ids),
}
)
def _seed_preview_rows(
rows: list[dict[str, str]],
primary_key: str,
table_name: str,
seed: int | None,
) -> list[dict[str, str]]:
ordered_rows = sorted_rows(rows, primary_key)
if seed is None or len(ordered_rows) <= 1:
return ordered_rows
shuffled_rows = copy.deepcopy(ordered_rows)
random.Random(max(0, int(seed)) + sum(ord(char) for char in table_name)).shuffle(shuffled_rows)
return shuffled_rows
@app.get("/", include_in_schema=False)
def root() -> HTMLResponse:
return HTMLResponse(
"""
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>CleanOps OpenEnv</title>
<style>
:root {
color-scheme: light;
--bg: #f8fbff;
--bg-2: #eef6ff;
--panel: rgba(255, 255, 255, 0.92);
--panel-strong: #ffffff;
--panel-soft: #f4f8ff;
--line: rgba(148, 163, 184, 0.24);
--line-strong: rgba(148, 163, 184, 0.34);
--text: #22314d;
--muted: #64748b;
--accent: #4f9cf9;
--accent-2: #f59ac2;
--success: #22c55e;
--accent-3: #7dd3fc;
--danger: #dc6b8a;
--warning: #d9a441;
--shadow: 0 24px 80px rgba(113, 140, 177, 0.20);
--radius: 22px;
}
html,
body {
font-family: Inter, Arial, sans-serif;
margin: 0;
min-height: 100vh;
background:
radial-gradient(circle at top left, rgba(79, 156, 249, 0.18), transparent 28%),
radial-gradient(circle at top right, rgba(245, 154, 194, 0.16), transparent 24%),
linear-gradient(180deg, #fdfcff 0%, #f4f9ff 48%, #eef6ff 100%);
color: var(--text);
overflow-x: hidden;
}
* {
box-sizing: border-box;
}
.shell {
width: min(1180px, 100%);
max-width: 1180px;
margin: 0 auto;
padding: 28px 20px 56px;
}
.topbar {
display: flex;
justify-content: space-between;
align-items: center;
gap: 18px;
margin-bottom: 18px;
}
.brand {
display: flex;
align-items: center;
gap: 14px;
}
.brand-mark {
width: 42px;
height: 42px;
border-radius: 14px;
display: grid;
place-items: center;
font-size: 20px;
background: linear-gradient(135deg, rgba(79, 156, 249, 0.18), rgba(245, 154, 194, 0.18));
border: 1px solid rgba(148, 163, 184, 0.20);
}
.brand-copy strong {
display: block;
font-size: 15px;
letter-spacing: 0.01em;
}
.brand-copy span {
color: var(--muted);
font-size: 13px;
}
.health {
display: inline-flex;
align-items: center;
gap: 10px;
padding: 10px 14px;
border-radius: 999px;
background: rgba(255, 255, 255, 0.72);
border: 1px solid var(--line);
color: var(--muted);
font-size: 13px;
box-shadow: 0 8px 24px rgba(148, 163, 184, 0.10);
}
.health-dot {
width: 10px;
height: 10px;
border-radius: 999px;
background: var(--warning);
box-shadow: 0 0 0 5px rgba(251, 191, 36, 0.10);
}
.health.ready .health-dot {
background: var(--success);
box-shadow: 0 0 0 5px rgba(34, 197, 94, 0.12);
}
.health.error .health-dot {
background: var(--danger);
box-shadow: 0 0 0 5px rgba(248, 113, 113, 0.10);
}
.hero {
position: relative;
overflow: hidden;
border-radius: 30px;
padding: 34px;
background:
linear-gradient(135deg, rgba(79, 156, 249, 0.20), rgba(245, 154, 194, 0.16)),
rgba(255, 255, 255, 0.82);
border: 1px solid var(--line);
box-shadow: var(--shadow);
display: grid;
grid-template-columns: 1.15fr 0.85fr;
gap: 26px;
}
.hero::after {
content: "";
position: absolute;
inset: auto -10% -35% auto;
width: 360px;
height: 360px;
border-radius: 999px;
background: radial-gradient(circle, rgba(245, 154, 194, 0.20), transparent 60%);
pointer-events: none;
}
.badge-row {
display: flex;
gap: 9px;
flex-wrap: wrap;
margin-bottom: 18px;
}
.badge {
display: inline-flex;
align-items: center;
gap: 7px;
font-size: 12px;
padding: 7px 11px;
border-radius: 999px;
background: rgba(255, 255, 255, 0.72);
border: 1px solid rgba(148, 163, 184, 0.18);
color: #35527d;
}
h1 {
margin: 0 0 14px;
font-size: 46px;
line-height: 1.02;
letter-spacing: -0.03em;
}
.hero p {
margin: 0;
font-size: 17px;
color: #5a708d;
max-width: 58ch;
}
.hero-actions {
display: flex;
gap: 12px;
flex-wrap: wrap;
margin-top: 22px;
}
.demo-controls {
margin-top: 18px;
display: grid;
grid-template-columns: 1fr auto auto;
gap: 10px;
align-items: end;
}
.field {
display: grid;
gap: 6px;
}
.field label {
font-size: 12px;
color: var(--muted);
font-weight: 600;
}
.field input,
.field select {
width: 100%;
appearance: none;
border: 1px solid var(--line);
border-radius: 14px;
background: rgba(255, 255, 255, 0.88);
color: #294668;
padding: 12px 14px;
font-size: 14px;
font-family: inherit;
}
.field input:focus,
.field select:focus {
outline: 2px solid rgba(79, 156, 249, 0.20);
border-color: rgba(79, 156, 249, 0.35);
}
.run-feedback {
margin-top: 12px;
display: inline-flex;
align-items: center;
gap: 10px;
min-height: 20px;
color: #426284;
font-size: 13px;
font-weight: 600;
}
.run-feedback.loading::before,
.run-feedback.success::before,
.run-feedback.error::before {
content: "";
width: 10px;
height: 10px;
border-radius: 999px;
display: inline-block;
}
.run-feedback.loading::before {
background: var(--accent);
box-shadow: 0 0 0 5px rgba(79, 156, 249, 0.10);
}
.run-feedback.success::before {
background: #4fb58d;
box-shadow: 0 0 0 5px rgba(79, 181, 141, 0.10);
}
.run-feedback.error::before {
background: var(--danger);
box-shadow: 0 0 0 5px rgba(220, 107, 138, 0.10);
}
.hero-note {
margin-top: 18px;
color: var(--muted);
font-size: 13px;
}
.hero-card {
background: rgba(255, 255, 255, 0.82);
border: 1px solid var(--line);
border-radius: 24px;
padding: 20px;
display: flex;
flex-direction: column;
gap: 16px;
}
.hero-card h2 {
margin: 0;
font-size: 16px;
color: #26436b;
}
.hero-card p,
.hero-card li {
font-size: 14px;
color: var(--muted);
}
.stat-grid {
display: grid;
grid-template-columns: repeat(2, minmax(0, 1fr));
gap: 12px;
}
.stat {
background: rgba(244, 248, 255, 0.92);
border: 1px solid var(--line);
border-radius: 18px;
padding: 14px;
}
.stat span {
display: block;
font-size: 12px;
color: var(--muted);
margin-bottom: 6px;
}
.stat strong {
font-size: 18px;
color: #2b466e;
}
.grid {
display: grid;
grid-template-columns: 1fr;
gap: 22px;
margin-top: 22px;
align-items: start;
}
.hero > *,
.grid > *,
.subgrid > *,
.compare-grid > *,
.panel,
.mini-panel,
.table-wrap,
.compare-card {
min-width: 0;
}
.panel {
background: var(--panel);
border: 1px solid var(--line);
border-radius: 24px;
box-shadow: var(--shadow);
padding: 24px;
backdrop-filter: blur(10px);
}
.panel h2 {
margin: 0 0 10px;
font-size: 21px;
letter-spacing: -0.02em;
}
.panel p {
margin: 0 0 14px;
color: var(--muted);
}
.subgrid {
display: grid;
grid-template-columns: 1fr;
gap: 16px;
margin-top: 18px;
align-items: start;
}
.button-row {
display: flex;
gap: 10px;
flex-wrap: wrap;
margin: 18px 0 18px;
}
button,
.link-btn {
appearance: none;
border: 1px solid transparent;
border-radius: 14px;
padding: 11px 15px;
font-size: 14px;
font-weight: 600;
cursor: pointer;
text-decoration: none;
transition: transform 0.15s ease, opacity 0.15s ease, box-shadow 0.15s ease;
display: inline-flex;
align-items: center;
justify-content: center;
}
button:hover,
.link-btn:hover {
transform: translateY(-1px);
}
button:disabled {
cursor: not-allowed;
opacity: 0.7;
transform: none;
}
.primary {
background: linear-gradient(135deg, rgba(79, 156, 249, 0.18), rgba(245, 154, 194, 0.18));
color: #244267;
border-color: rgba(79, 156, 249, 0.22);
box-shadow: 0 8px 24px rgba(79, 156, 249, 0.12);
}
.primary.is-loading {
background: linear-gradient(135deg, rgba(79, 156, 249, 0.24), rgba(245, 154, 194, 0.24));
border-color: rgba(79, 156, 249, 0.32);
}
.secondary {
background: rgba(244, 248, 255, 0.92);
color: #32527d;
border-color: var(--line);
}
.button-row .primary.active {
background: linear-gradient(135deg, rgba(79, 156, 249, 0.24), rgba(245, 154, 194, 0.24));
border-color: rgba(79, 156, 249, 0.32);
}
.status {
display: inline-flex;
align-items: center;
gap: 8px;
background: rgba(255, 255, 255, 0.94);
color: #2d4a73;
border: 1px solid var(--line);
padding: 10px 12px;
border-radius: 12px;
font-size: 14px;
font-weight: 600;
}
.status.error {
color: var(--danger);
border-color: rgba(248, 113, 113, 0.28);
}
.kpis {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
gap: 12px;
margin-top: 16px;
}
.kpi {
background: rgba(244, 248, 255, 0.92);
border: 1px solid var(--line);
border-radius: 18px;
padding: 14px;
}
.kpi span {
display: block;
font-size: 12px;
color: var(--muted);
margin-bottom: 6px;
}
.kpi strong {
font-size: 24px;
letter-spacing: -0.02em;
display: block;
line-height: 1.05;
word-break: break-word;
overflow-wrap: anywhere;
}
.kpi.task-card strong {
font-size: clamp(18px, 2vw, 28px);
line-height: 1.15;
}
.kpi small {
display: block;
margin-top: 8px;
color: var(--muted);
font-size: 12px;
word-break: break-word;
overflow-wrap: anywhere;
}
pre {
margin: 0;
background: #f5f8ff;
color: #29405e;
border-radius: 18px;
padding: 16px;
overflow-x: auto;
white-space: pre-wrap;
overflow-wrap: anywhere;
font-size: 13px;
line-height: 1.5;
border: 1px solid var(--line);
}
code {
background: rgba(79, 156, 249, 0.10);
color: #35527d;
border-radius: 8px;
padding: 2px 7px;
}
.mini-panel {
background: rgba(255, 255, 255, 0.80);
border: 1px solid var(--line);
border-radius: 18px;
padding: 16px;
}
.mini-panel h3 {
margin: 0 0 10px;
font-size: 14px;
color: #294668;
}
.chips {
display: flex;
flex-wrap: wrap;
gap: 8px;
}
.chip {
display: inline-flex;
align-items: center;
gap: 6px;
padding: 8px 10px;
border-radius: 999px;
background: rgba(79, 156, 249, 0.08);
border: 1px solid var(--line);
color: #35527d;
font-size: 12px;
}
.chip.warn {
color: #9b5a72;
border-color: rgba(245, 154, 194, 0.24);
background: rgba(245, 154, 194, 0.10);
}
.table-wrap {
overflow: auto;
border: 1px solid var(--line);
border-radius: 18px;
background: rgba(255, 255, 255, 0.84);
width: 100%;
max-width: 100%;
}
.compare-grid {
display: grid;
grid-template-columns: 1fr;
gap: 12px;
}
.compare-card {
background: rgba(255, 255, 255, 0.82);
border: 1px solid var(--line);
border-radius: 16px;
overflow: hidden;
}
.compare-card header {
display: flex;
justify-content: space-between;
gap: 10px;
align-items: center;
padding: 12px 14px;
border-bottom: 1px solid var(--line);
background: rgba(244, 248, 255, 0.92);
}
.compare-card strong {
color: #294668;
font-size: 13px;
}
.compare-card span {
color: var(--muted);
font-size: 12px;
}
table {
width: max-content;
min-width: 100%;
border-collapse: collapse;
}
th, td {
padding: 12px 14px;
text-align: left;
border-bottom: 1px solid rgba(148, 163, 184, 0.12);
font-size: 13px;
vertical-align: top;
}
th {
position: sticky;
top: 0;
background: rgba(244, 248, 255, 0.98);
color: #294668;
font-weight: 600;
}
td {
color: #49617f;
}
.endpoint-list {
display: grid;
gap: 10px;
}
.endpoint-list {
display: grid;
gap: 10px;
}
.endpoint {
display: flex;
justify-content: space-between;
gap: 10px;
align-items: center;
background: rgba(244, 248, 255, 0.92);
border: 1px solid var(--line);
border-radius: 16px;
padding: 12px 14px;
}
.endpoint small {
color: var(--muted);
}
a {
color: var(--accent);
}
.footer {
margin-top: 20px;
color: var(--muted);
font-size: 13px;
}
.stack {
display: grid;
gap: 16px;
}
@media (max-width: 860px) {
.topbar,
.hero,
.grid,
.subgrid {
grid-template-columns: 1fr;
}
.demo-controls {
grid-template-columns: 1fr;
}
.kpis,
.stat-grid {
grid-template-columns: 1fr;
}
.compare-grid {
grid-template-columns: 1fr;
}
h1 {
font-size: 34px;
}
}
</style>
</head>
<body>
<div class="shell">
<div class="topbar">
<div class="brand">
<div class="brand-mark">🧹</div>
<div class="brand-copy">
<strong>CleanOps OpenEnv</strong>
<span>Operational data cleaning benchmark</span>
</div>
</div>
<div id="health" class="health">
<span class="health-dot"></span>
<span id="healthText">Checking live API status...</span>
</div>
</div>
<section class="hero">
<div>
<div class="badge-row">
<div class="badge">OpenEnv Benchmark</div>
<div class="badge">Real-world Data Cleaning</div>
<div class="badge">Deterministic Graders</div>
</div>
<h1>See real data cleaning tasks working live.</h1>
<p>
CleanOps simulates the kind of operational cleanup analysts
actually do before data reaches a CRM, warehouse, or billing
system. The UI below runs the same hosted benchmark API used
by the evaluator.
</p>
<div class="hero-actions">
<button class="primary active" data-task="customer_contacts_easy">Try Easy Task</button>
<button class="primary" data-task="orders_reconciliation_medium">Try Medium Task</button>
<button class="primary" data-task="crm_migration_hard">Try Hard Task</button>
</div>
<div class="demo-controls">
<div class="field">
<label for="taskSelect">Choose task</label>
<select id="taskSelect">
<option value="customer_contacts_easy">customer_contacts_easy</option>
<option value="orders_reconciliation_medium">orders_reconciliation_medium</option>
<option value="crm_migration_hard">crm_migration_hard</option>
</select>
</div>
<div class="field">
<label for="seedInput">Seed</label>
<input id="seedInput" type="number" min="0" step="1" value="7" />
</div>
<button id="runCustomTask" class="secondary" type="button">Run Selected Task</button>
</div>
<div id="runFeedback" class="run-feedback">Ready to run a live benchmark task.</div>
<div class="hero-note">
Changing the seed changes the visible preview ordering and compare view. It does not change the task score itself.
</div>
<div class="hero-note">
Fixed tasks, typed actions, shaped rewards, and reproducible graders.
</div>
</div>
<div class="hero-card">
<h2>At a glance</h2>
<div class="stat-grid">
<div class="stat">
<span>Task ladder</span>
<strong>Easy → Hard</strong>
</div>
<div class="stat">
<span>Core API</span>
<strong>/reset /step /state</strong>
</div>
<div class="stat">
<span>Domain</span>
<strong>CRM + Orders + Billing</strong>
</div>
<div class="stat">
<span>Reward signal</span>
<strong>Dense + partial progress</strong>
</div>
</div>
<p>
This homepage is a thin demo over the live environment. It
doesn’t fake results: every task button calls the deployed API.
</p>
</div>
</section>
<section class="grid">
<div class="panel">
<h2>Live Task Snapshot</h2>
<p>
The cards and table below are populated from a real
<code>POST /reset</code> response. Use the task buttons above to
switch between benchmark scenarios, or choose your own task and seed.
</p>
<div class="kpis">
<div class="kpi task-card">
<span>Task</span>
<strong id="taskId">-</strong>
<small id="taskMeta">-</small>
</div>
<div class="kpi">
<span>Seed Used</span>
<strong id="seedUsed">-</strong>
</div>
<div class="kpi">
<span>Initial Score</span>
<strong id="score">-</strong>
</div>
<div class="kpi">
<span>Validation Issues</span>
<strong id="issues">-</strong>
</div>
<div class="kpi">
<span>Focus Table Rows</span>
<strong id="rowCount">-</strong>
</div>
</div>
<div class="subgrid">
<div class="stack">
<div class="mini-panel">
<h3>Objective</h3>
<div id="objective" style="color: var(--text); line-height: 1.55;">
Loading...
</div>
</div>
<div class="mini-panel">
<h3>Validation Issues</h3>
<div id="issueChips" class="chips"></div>
</div>
<div class="mini-panel">
<h3>Available Operations</h3>
<div id="operationChips" class="chips"></div>
</div>
</div>
<div class="stack">
<div class="mini-panel">
<h3>Before / After Cleaning</h3>
<div id="compareMeta" style="color: var(--muted); margin-bottom: 12px;">
Loading compare view...
</div>
<div id="solutionChips" class="chips" style="margin-bottom: 12px;"></div>
<div class="compare-grid">
<div class="compare-card">
<header>
<strong>Dirty input</strong>
<span id="beforeMeta">-</span>
</header>
<div class="table-wrap" style="border: none; border-radius: 0; background: transparent;">
<table>
<thead>
<tr id="beforeHeadRow"></tr>
</thead>
<tbody id="beforeBody"></tbody>
</table>
</div>
</div>
<div class="compare-card">
<header>
<strong>Expected clean output</strong>
<span id="afterMeta">-</span>
</header>
<div class="table-wrap" style="border: none; border-radius: 0; background: transparent;">
<table>
<thead>
<tr id="afterHeadRow"></tr>
</thead>
<tbody id="afterBody"></tbody>
</table>
</div>
</div>
</div>
</div>
<div class="mini-panel">
<h3>Focus Table Preview</h3>
<div class="table-wrap">
<table>
<thead>
<tr id="tableHeadRow"></tr>
</thead>
<tbody id="tableBody"></tbody>
</table>
</div>
</div>
<div class="mini-panel">
<h3>Raw Demo Payload</h3>
<pre id="output">Loading live task data...</pre>
</div>
</div>
</div>
</div>
<div class="panel">
<h2>API & Submission Notes</h2>
<p>
The evaluator checks these endpoints directly. This page exists
to make the environment easier to inspect visually.
</p>
<div class="endpoint-list">
<div class="endpoint">
<div>
<strong>GET /health</strong><br />
<small>Service liveness check</small>
</div>
<a href="/health">Open</a>
</div>
<div class="endpoint">
<div>
<strong>GET /schema</strong><br />
<small>Typed OpenEnv schema</small>
</div>
<a href="/schema">Open</a>
</div>
<div class="endpoint">
<div>
<strong>GET /docs</strong><br />
<small>Interactive FastAPI docs</small>
</div>
<a href="/docs">Open</a>
</div>
<div class="endpoint">
<div>
<strong>POST /reset</strong><br />
<small>Start a task episode</small>
</div>
<code>live</code>
</div>
<div class="endpoint">
<div>
<strong>POST /step</strong><br />
<small>Apply a typed action</small>
</div>
<code>live</code>
</div>
<div class="endpoint">
<div>
<strong>GET /state</strong><br />
<small>Inspect current environment state</small>
</div>
<code>live</code>
</div>
</div>
<div class="mini-panel" style="margin-top: 18px;">
<h3>Sample curl</h3>
<pre>curl -X POST /reset -H "Content-Type: application/json" -d '{"task_id":"customer_contacts_easy","seed":7}'</pre>
</div>
<div class="footer">
Fixed tasks plus deterministic graders keep evaluation reproducible.
</div>
</div>
</section>
</div>
<script>
const healthEl = document.getElementById("health");
const healthTextEl = document.getElementById("healthText");
const outputEl = document.getElementById("output");
const taskEl = document.getElementById("taskId");
const taskMetaEl = document.getElementById("taskMeta");
const seedUsedEl = document.getElementById("seedUsed");
const taskSelectEl = document.getElementById("taskSelect");
const seedInputEl = document.getElementById("seedInput");
const runCustomTaskEl = document.getElementById("runCustomTask");
const runFeedbackEl = document.getElementById("runFeedback");
const scoreEl = document.getElementById("score");
const issuesEl = document.getElementById("issues");
const rowCountEl = document.getElementById("rowCount");
const objectiveEl = document.getElementById("objective");
const issueChipsEl = document.getElementById("issueChips");
const operationChipsEl = document.getElementById("operationChips");
const tableHeadRowEl = document.getElementById("tableHeadRow");
const tableBodyEl = document.getElementById("tableBody");
const compareMetaEl = document.getElementById("compareMeta");
const solutionChipsEl = document.getElementById("solutionChips");
const beforeMetaEl = document.getElementById("beforeMeta");
const afterMetaEl = document.getElementById("afterMeta");
const beforeHeadRowEl = document.getElementById("beforeHeadRow");
const beforeBodyEl = document.getElementById("beforeBody");
const afterHeadRowEl = document.getElementById("afterHeadRow");
const afterBodyEl = document.getElementById("afterBody");
const taskButtons = Array.from(document.querySelectorAll("button[data-task]"));
let isRunning = false;
function setHealth(kind, message) {
healthEl.className = `health ${kind}`;
healthTextEl.textContent = message;
}
function setRunFeedback(kind, message) {
runFeedbackEl.className = `run-feedback ${kind}`;
runFeedbackEl.textContent = message;
}
function clearChildren(node) {
while (node.firstChild) {
node.removeChild(node.firstChild);
}
}
function chip(text, className = "chip") {
const el = document.createElement("div");
el.className = className;
el.textContent = text;
return el;
}
function renderTableTo(headEl, bodyEl, columns, rows) {
clearChildren(headEl);
clearChildren(bodyEl);
columns.forEach((column) => {
const th = document.createElement("th");
th.textContent = column;
headEl.appendChild(th);
});
rows.forEach((row) => {
const tr = document.createElement("tr");
columns.forEach((column) => {
const td = document.createElement("td");
td.textContent = row[column] ?? "";
tr.appendChild(td);
});
bodyEl.appendChild(tr);
});
}
function renderTable(columns, rows) {
renderTableTo(tableHeadRowEl, tableBodyEl, columns, rows);
}
function setActiveTask(taskId) {
taskSelectEl.value = taskId;
taskButtons.forEach((button) => {
button.classList.toggle("active", button.dataset.task === taskId);
});
}
function setRunningState(taskId, running) {
isRunning = running;
taskButtons.forEach((button) => {
const isSelected = button.dataset.task === taskId;
button.disabled = running;
button.classList.toggle("is-loading", running && isSelected);
button.textContent = running && isSelected
? "Loading..."
: button.dataset.task === "customer_contacts_easy"
? "Try Easy Task"
: button.dataset.task === "orders_reconciliation_medium"
? "Try Medium Task"
: "Try Hard Task";
});
taskSelectEl.disabled = running;
seedInputEl.disabled = running;
runCustomTaskEl.disabled = running;
runCustomTaskEl.textContent = running ? "Running..." : "Run Selected Task";
}
async function loadHealth() {
try {
const response = await fetch("/health");
if (!response.ok) throw new Error(`HTTP ${response.status}`);
const data = await response.json();
setHealth("ready", `API healthy: ${data.status}`);
} catch (error) {
setHealth("error", `API check failed: ${error.message}`);
}
}
async function runTask(taskId, seed = 7) {
if (isRunning) {
return;
}
setActiveTask(taskId);
setRunningState(taskId, true);
setRunFeedback("loading", `Running ${taskId} with seed ${seed}...`);
outputEl.textContent = "Loading...";
objectiveEl.textContent = "Loading...";
clearChildren(issueChipsEl);
clearChildren(operationChipsEl);
clearChildren(solutionChipsEl);
try {
const response = await fetch("/reset", {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ task_id: taskId, seed }),
});
if (!response.ok) {
throw new Error(`HTTP ${response.status}`);
}
const payload = await response.json();
const observation = payload.observation || {};
const usedSeed = observation.requested_seed ?? seed;
taskEl.textContent = observation.task_title || observation.task_id || taskId;
taskMetaEl.textContent = observation.task_id || taskId;
seedUsedEl.textContent = String(usedSeed);
scoreEl.textContent = String(observation.quality_score ?? "-");
issuesEl.textContent = String((observation.validation_issues || []).length);
rowCountEl.textContent = String((observation.focus_table?.rows || []).length);
objectiveEl.textContent = observation.objective || "-";
const validationIssues = observation.validation_issues || [];
if (validationIssues.length === 0) {
issueChipsEl.appendChild(chip("No validation issues", "chip"));
} else {
validationIssues.slice(0, 6).forEach((issue) => {
issueChipsEl.appendChild(chip(`${issue.table_name}.${issue.column_name}: ${issue.row_ids.length}`, "chip warn"));
});
}
const operations = observation.available_operations || [];
operations.slice(0, 8).forEach((operation) => {
operationChipsEl.appendChild(chip(operation.operation_id));
});
const columns = observation.focus_table?.columns || [];
const rows = (observation.focus_table?.rows || []).slice(0, 4);
renderTable(columns, rows);
const compareResponse = await fetch(`/demo/compare?task_id=${encodeURIComponent(taskId)}&table_name=${encodeURIComponent(observation.focus_table?.name || "")}&seed=${encodeURIComponent(String(seed))}`);
if (!compareResponse.ok) {
throw new Error(`Compare HTTP ${compareResponse.status}`);
}
const comparePayload = await compareResponse.json();
compareMetaEl.textContent = `${comparePayload.task_title} • table: ${comparePayload.table_name} • seed: ${comparePayload.requested_seed ?? usedSeed}`;
beforeMetaEl.textContent = `${comparePayload.before_row_count} rows`;
afterMetaEl.textContent = `${comparePayload.after_row_count} rows`;
renderTableTo(beforeHeadRowEl, beforeBodyEl, comparePayload.columns || [], comparePayload.before_rows || []);
renderTableTo(afterHeadRowEl, afterBodyEl, comparePayload.columns || [], comparePayload.after_rows || []);
(comparePayload.solution_operation_ids || []).forEach((operationId) => {
solutionChipsEl.appendChild(chip(operationId));
});
outputEl.textContent = JSON.stringify(
{
task_id: observation.task_id,
requested_seed: usedSeed,
difficulty: observation.difficulty,
objective: observation.objective,
quality_score: observation.quality_score,
remaining_steps: observation.remaining_steps,
validation_issue_count: (observation.validation_issues || []).length,
focus_table: observation.focus_table?.name,
available_operations: (observation.available_operations || []).map((item) => item.operation_id).slice(0, 8),
},
null,
2
);
setRunFeedback("success", `Loaded ${observation.task_title || taskId} successfully with seed ${usedSeed}.`);
} catch (error) {
outputEl.textContent = `Request failed: ${error.message}`;
objectiveEl.textContent = "Request failed.";
taskEl.textContent = "Unavailable";
taskMetaEl.textContent = taskId;
seedUsedEl.textContent = "-";
clearChildren(tableHeadRowEl);
clearChildren(tableBodyEl);
clearChildren(beforeHeadRowEl);
clearChildren(beforeBodyEl);
clearChildren(afterHeadRowEl);
clearChildren(afterBodyEl);
compareMetaEl.textContent = "Compare view unavailable.";
beforeMetaEl.textContent = "-";
afterMetaEl.textContent = "-";
setRunFeedback("error", `Run failed: ${error.message}`);
} finally {
setRunningState(taskId, false);
}
}
taskButtons.forEach((button) => {
button.addEventListener("click", () => {
const seed = Number.parseInt(seedInputEl.value || "7", 10);
runTask(button.dataset.task, Number.isNaN(seed) ? 7 : seed);
});
});
runCustomTaskEl.addEventListener("click", () => {
const seed = Number.parseInt(seedInputEl.value || "7", 10);
runTask(taskSelectEl.value, Number.isNaN(seed) ? 7 : seed);
});
loadHealth();
runTask("customer_contacts_easy", 7);
</script>
</body>
</html>
"""
)
def main(host: str = "0.0.0.0", port: int = 8000) -> None:
import uvicorn
uvicorn.run(app, host=host, port=port)
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser()
parser.add_argument("--host", default="0.0.0.0")
parser.add_argument("--port", type=int, default=8000)
args = parser.parse_args()
if args.host == "0.0.0.0" and args.port == 8000:
main()
else:
main(host=args.host, port=args.port)
|