"""A quiet interface around the existing compression API."""
import html
from pathlib import Path
import gradio as gr
from highlight import render_highlight
CSS = Path(__file__).with_name('style.css').read_text()
EXAMPLE = ('Language models predict what comes next. When a model predicts a word well, '
'we can describe that word using fewer bits. Arithmetic coding turns these '
'predictions into a compact string, and the same model can recover the exact original text.')
IDLE = 'Up to 8,192 tokens or 64 KiB'
MODEL_URL = 'https://huggingface.co/Qwen/Qwen3.5-35B-A3B-Base'
GGUF_URL = 'https://huggingface.co/mradermacher/Qwen3.5-35B-A3B-Base-i1-GGUF'
HEADER = f''''''
FOOTER = f''''''
TOKEN_JS = '''
const shown = s => s.replace(/ /g, '\\u2423').replace(/\\n/g, '\\u21b5').replace(/\\t/g, '\\u21e5');
let active = null;
function tip() {
const section = element.querySelector('.analysis');
if (!section) return null;
let node = section.querySelector('.token-tip');
if (!node) {
node = document.createElement('div');
node.className = 'token-tip';
node.setAttribute('role', 'status');
section.appendChild(node);
}
return node;
}
function show(token) {
const node = tip();
if (!token || !node) return;
if (active && active !== token) active.classList.remove('selected');
active = token;
element.querySelectorAll('.cost-token').forEach(t => { t.tabIndex = t === token ? 0 : -1; });
token.classList.add('selected');
const text = document.createElement('code');
text.textContent = shown(' '.repeat(Number(token.dataset.space || 0)) + token.textContent);
const cost = document.createElement('span');
cost.textContent = token.dataset.tip;
node.replaceChildren(text, cost);
node.classList.add('visible');
// Center above the token's first line box; flip below when it would leave the viewport.
const box = node.parentElement.getBoundingClientRect();
const rect = token.getClientRects()[0] || token.getBoundingClientRect();
const left = rect.left - box.left + rect.width / 2 - node.offsetWidth / 2;
const above = rect.top - node.offsetHeight - 8;
node.style.left = Math.max(0, Math.min(left, box.width - node.offsetWidth)) + 'px';
node.style.top = (above < 0 ? rect.bottom + 8 : above) - box.top + 'px';
}
function hide() {
if (active) active.classList.remove('selected');
active = null;
const node = element.querySelector('.token-tip');
if (node) node.classList.remove('visible');
}
element.addEventListener('pointerover', e => {
const token = e.target.closest('.cost-token');
if (token) show(token);
});
element.addEventListener('pointerout', e => {
const text = e.target.closest('.token-text');
if (text && !text.contains(e.relatedTarget) && !text.contains(document.activeElement)) hide();
});
element.addEventListener('click', e => {
const token = e.target.closest('.cost-token');
token ? show(token) : hide();
});
element.addEventListener('focusin', e => show(e.target.closest('.cost-token')));
element.addEventListener('focusout', e => {
if (!element.contains(e.relatedTarget)) hide();
});
element.addEventListener('scroll', hide, true);
element.addEventListener('keydown', e => {
const token = e.target.closest('.cost-token');
if (!token) return;
if (e.key === 'Escape') { hide(); return; }
if (!['ArrowLeft', 'ArrowRight'].includes(e.key)) return;
const next = e.key === 'ArrowRight' ? token.nextElementSibling : token.previousElementSibling;
if (next && next.classList.contains('cost-token')) {
e.preventDefault(); next.focus();
}
});
'''
def theme():
base = gr.themes.Base(
primary_hue='neutral', secondary_hue='neutral', neutral_hue='neutral',
font=[gr.themes.GoogleFont('Inter', weights=(400, 500, 600)), 'ui-sans-serif', 'system-ui', 'sans-serif'],
font_mono=[gr.themes.GoogleFont('JetBrains Mono', weights=(400, 500)), 'ui-monospace', 'monospace'],
radius_size='sm',
)
values = dict(
body_background_fill='#fafaf8', body_text_color='#1d201c',
body_text_color_subdued='#5d645a', background_fill_primary='#ffffff',
background_fill_secondary='#f3f4f0', border_color_primary='#dcdfd7',
block_background_fill='transparent', block_border_width='0px',
block_shadow='none', block_label_background_fill='transparent',
block_label_text_color='#5d645a', block_label_border_width='0px',
block_label_text_size='13px', block_title_text_weight='500',
input_background_fill='#ffffff', input_border_color='#dcdfd7',
input_border_width='1px', input_shadow='none', input_shadow_focus='none',
input_border_color_focus='#2f5d45', input_text_size='15px',
button_primary_background_fill='#1d201c', button_primary_background_fill_hover='#343a32',
button_primary_border_color='#1d201c', button_primary_text_color='#ffffff',
button_secondary_background_fill='transparent', button_secondary_text_color='#1d201c',
button_secondary_border_color='#dcdfd7',
button_primary_shadow='none', button_primary_shadow_hover='none', button_primary_shadow_active='none',
button_secondary_shadow='none', button_secondary_shadow_hover='none', button_secondary_shadow_active='none',
button_large_text_size='14px', button_large_text_weight='500',
loader_color='#2f5d45', color_accent='#2f5d45', color_accent_soft='#e6efe8',
layout_gap='16px',
)
return base.set(**values, **{key+'_dark': value for key, value in values.items()
if hasattr(base, key+'_dark')})
def message(exc):
# ZeroGPU's HTML errors render their plain-text variant through str().
return f'{html.escape(str(getattr(exc, "message", exc)))}'
def figures(lead, *rest):
# Items never break internally; lines wrap after a separator.
items = [f'{lead}', *(f'{item}' for item in rest)]
return ' · '.join(items)
def compressed_status(stats):
original, code = stats['original_utf8_bytes'], stats['ascii_characters_and_bytes']
share = f'{100*code/original:.1f}% of original' if original else 'empty input'
return figures(f'{original:,} → {code:,} bytes', share, f'{stats["tokens"]:,} tokens',
f'{stats["encode_seconds"]:.2f} s')
def restored_status(stats):
return figures('Checksum verified',
f'{stats["original_utf8_bytes"]:,} bytes restored in {stats["decode_seconds"]:.2f} s')
def swap_mode(mode, source, result, drafts):
drafts = {**drafts, mode: source}
mode = 'restore' if mode == 'compress' else 'compress'
# Carry the result across, or restore this mode's unsubmitted draft.
next_input = result if result else drafts.get(mode, '')
restoring = mode == 'restore'
return (
mode, drafts,
gr.update(value=next_input, label='Compressed' if restoring else 'Original text',
placeholder='Paste a code from this compressor' if restoring else 'Paste text to compress',
elem_classes=['ascii-panel'] if restoring else []),
gr.update(value='', label='Restored text' if restoring else 'Compressed',
placeholder='The original text appears here' if restoring else 'The compressed code appears here',
elem_classes=['result-box'] if restoring else ['result-box', 'ascii-panel']),
gr.update(visible=not restoring), gr.update(visible=restoring),
IDLE, '', {},
)
def build_demo(compress, decompress):
def run_compress(text, progress=gr.Progress()):
try:
code, _, stats = compress(text, progress)
except (gr.Error, ValueError, RuntimeError) as exc:
return '', message(exc), {}
return code, compressed_status(stats), stats
def run_decompress(code, progress=gr.Progress()):
try:
text, _, stats = decompress(code, progress)
except (gr.Error, ValueError, RuntimeError) as exc:
return '', message(exc), {}
return text, restored_status(stats), stats
with gr.Blocks(title='Text compressor', analytics_enabled=False) as demo:
mode = gr.State('compress')
drafts = gr.State({'compress': EXAMPLE, 'restore': ''})
gr.HTML(HEADER, apply_default_css=False)
with gr.Row(elem_classes='converter-row'):
with gr.Column(min_width=0, elem_classes='editor-panel'):
source = gr.Textbox(label='Original text', value=EXAMPLE, lines=10, max_lines=16,
placeholder='Paste text to compress', elem_id='input-panel',
html_attributes={'spellcheck': 'false'})
with gr.Column(scale=0, min_width=0, elem_classes='swap-column'):
swap_button = gr.Button('Swap direction', variant='secondary', min_width=0, scale=0,
elem_id='swap-mode')
with gr.Column(min_width=0, elem_classes='editor-panel'):
result = gr.Textbox(label='Compressed', lines=10, max_lines=16,
placeholder='The compressed code appears here', interactive=False,
buttons=['copy'], elem_id='output-panel',
elem_classes=['result-box', 'ascii-panel'])
with gr.Row(elem_classes='action-row'):
encode_button = gr.Button('Compress', variant='primary', min_width=0, scale=0, elem_classes='run')
decode_button = gr.Button('Restore', variant='primary', min_width=0, scale=0, elem_classes='run',
visible=False)
status = gr.HTML(IDLE, elem_id='result-status', apply_default_css=False)
stats = gr.JSON(visible=False)
heatmap = gr.HTML('', elem_id='heatmap', js_on_load=TOKEN_JS, apply_default_css=False)
gr.HTML(FOOTER, apply_default_css=False)
swap_button.click(
swap_mode, [mode, source, result, drafts],
[mode, drafts, source, result, encode_button, decode_button, status, heatmap, stats],
queue=False, api_visibility='private', show_progress='hidden')
controls = [source, swap_button, encode_button, decode_button]
def lock():
return ('', '', '', gr.update(interactive=False), gr.update(interactive=False),
gr.update(interactive=False, value='Compressing…'),
gr.update(interactive=False, value='Restoring…'))
def unlock():
return (gr.update(interactive=True), gr.update(interactive=True),
gr.update(interactive=True, value='Compress'),
gr.update(interactive=True, value='Restore'))
for button, fn in [(encode_button, run_compress), (decode_button, run_decompress)]:
run = button.click(
lock, outputs=[status, heatmap, result, *controls],
queue=False, api_visibility='private', show_progress='hidden').then(
fn, [source], [result, status, stats], api_visibility='private',
concurrency_id='gpu', concurrency_limit=1, show_progress_on=[result])
if fn is run_compress:
run.success(render_highlight, [stats], [heatmap], queue=False, api_visibility='private')
run.then(unlock, outputs=controls, queue=False, api_visibility='private', show_progress='hidden')
# Gradio skips .then() after an exception, so failure has to unlock the controls itself.
run.failure(lambda: (message('Something went wrong. Please try again.'), *unlock()),
outputs=[status, *controls], queue=False, api_visibility='private', show_progress='hidden')
# Editing invalidates the result and analysis for the previous input.
source.input(lambda: ('', IDLE, '', {}), outputs=[result, status, heatmap, stats],
queue=False, api_visibility='private', show_progress='hidden')
# The public API keeps the original endpoints, which raise errors instead of printing them.
report = gr.Markdown(visible=False)
for name, fn in [('compress', compress), ('decompress', decompress)]:
gr.Button(visible=False).click(fn, [source], [result, report, stats], api_name=name,
concurrency_id='gpu', concurrency_limit=1)
return demo