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1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 | """The design's markup, rendered from state.
This module is the visible layer of the app. Every element here is the
design's own element with the design's own inline styles and token values --
not a Gradio component with CSS applied over it. Gradio owns the transport
(a hidden textbox, a hidden button, one HTML sink) and nothing that is seen.
Reading order matches the design top to bottom: sidebar, header, title row,
stat band, filter rail, model table, right rail, footer, drawer.
Two rules that are not negotiable:
**Everything interpolated is escaped.** Model ids, authors, licences, red-flag
text and training-data summaries all originate from model cards written by
strangers on the internet. They arrive here as data and are escaped on the way
into the page -- `e()` for text, `a()` for attribute values. A red flag reading
`<img src=x onerror=...>` must render as characters, not as an element.
**Nothing is invented.** Where the design shows a number the Atlas cannot
know -- a download trend before two snapshots exist, a market price -- the slot
renders an em dash or is filled with something the index actually knows. The
design is the authority on layout; it is not a licence to fabricate data.
"""
from __future__ import annotations
from bit_ui import dialogs, palette, sidebar as bit_sidebar
from bit_ui.icons import icon
from bit_ui.markup import DASH, a, e
from .. import format as fmt
from .chrome import emit
# --------------------------------------------------------------------------
# Design vocabulary -- glyphs and colours, taken from the design's own maps
# --------------------------------------------------------------------------
TASK_GLYPHS = {
"sentiment": "◐", "ner": "⬗", "summarization": "≡", "qa": "?",
"forecasting": "∿", "classification": "▦", "embedding": "⋮",
"trading_signal": "⇅", "other": "·",
}
ASSET_GLYPHS = {
"equities": "▲", "crypto": "◈", "forex": "⇄", "macro": "◍", "general": "○",
}
LICENSE_STYLE = {
"permissive": ("◆", "var(--accent-moss-strong)", "var(--accent-moss-dim)",
"Apache-2.0 / MIT and similar — commercial use allowed"),
"restricted": ("◈", "var(--accent-amber-strong)", "var(--accent-amber-dim)",
"Non-commercial, gated or custom terms — read before use"),
"none": ("○", "var(--mute-red)", "var(--mute-red)",
"No license declared — legal status unclear"),
}
SORT_OPTIONS = ("Downloads", "Trending", "Recently updated", "Likes")
COLUMNS = (
("Model", "left", "id"),
("Task", "left", "task"),
("Asset", "left", "asset"),
("Downloads 30d", "right", "Downloads"),
("Likes", "right", "Likes"),
("License", "left", "lic"),
("Updated", "left", "Recently updated"),
("Badges", "left", "badges"),
)
GRID = ("minmax(230px,2.4fr) 104px 92px 148px 60px 116px 104px 112px")
SORTABLE_COLUMNS = {"Downloads", "Likes", "Recently updated"}
def task_glyph(task) -> str:
return TASK_GLYPHS.get(task, "·")
def asset_glyph(asset) -> str:
return ASSET_GLYPHS.get(asset, "○")
def license_style(bucket):
return LICENSE_STYLE.get(bucket, LICENSE_STYLE["none"])
def sparkline(series, width=64, height=18) -> str:
"""An SVG path for a real download series, or "" when there is no series.
Returning "" rather than a flat line is the point: the caller renders an
em dash instead, and the user can tell the difference between "no growth"
and "we have not been running long enough to know".
"""
if not series or len(series) < 2:
return ""
lo, hi = min(series), max(series)
span = (hi - lo) or 1
points = []
for i, value in enumerate(series):
x = i / (len(series) - 1) * width
y = height - ((value - lo) / span) * (height - 2) - 1
points.append(f"{'L' if i else 'M'}{x:.1f} {y:.1f}")
return " ".join(points)
# --------------------------------------------------------------------------
# Header
# --------------------------------------------------------------------------
def header(index, tape_rows) -> str:
"""Top bar and ticker tape.
The design's tape scrolls live market prices and the design's status pill
reads "REGIME: TRENDING". The Atlas has no price feed, and inventing one
would put fabricated market data on a page whose whole argument is that
unverified numbers should not be trusted. So both slots keep the design's
form and carry what this app actually knows: the tape scrolls the most
downloaded models in the index with their real counts, and the pill states
the index's provenance.
"""
items = []
for row in tape_rows:
series = row.get("series")
change = row.get("change")
if change is None:
change_text, colour = DASH, "var(--fin-flat)"
else:
arrow = "▲" if change > 0 else ("▼" if change < 0 else "·")
sign = "+" if change > 0 else ""
change_text = f"{sign}{change:.1f}% {arrow}"
colour = ("var(--fin-up)" if change > 0
else "var(--fin-down)" if change < 0 else "var(--fin-flat)")
name = row["id"].split("/")[-1]
items.append(
f'<div style="display:flex;align-items:center;gap:8px;padding:0 16px;'
f'border-right:1px solid var(--border-subtle)">'
f'<span class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--text-secondary)">{e(name[:28])}</span>'
f'<span class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--text-primary)">{e(fmt.num(row.get("downloads_30d")))}</span>'
f'<span class="mono-data" style="font-size:var(--text-xs);'
f'color:{colour}">{e(change_text)}</span></div>'
)
tape = "".join(items) * 2 if items else ""
total = index.total
return f"""
<header class="bit-header" style="background:var(--bg-panel);
border-bottom:1px solid var(--border-default)">
<div style="display:flex;align-items:center;gap:10px;padding:8px 14px;
min-height:48px;flex-wrap:wrap">
<div style="display:flex;align-items:center;gap:8px;flex:0 0 auto">
<span style="display:inline-block;width:6px;height:6px;
background:var(--fin-up);animation:bitPulse 2s ease-in-out infinite"></span>
<span style="font-family:var(--font-styrene);font-size:var(--text-sm);
text-transform:uppercase;letter-spacing:var(--tracking-wide);
color:var(--text-secondary)">Atlas</span>
</div>
<span style="display:flex;align-items:center;gap:8px;padding:3px 8px;
border:1px solid var(--accent-amber-dim);color:var(--accent-amber-strong);
flex:0 0 auto">
<span class="mono-data" style="font-size:var(--text-xs)">AUTO-INDEXED · LLM-CLASSIFIED · NOT AUDITED</span>
</span>
<div style="display:flex;align-items:center;gap:6px;flex:1 1 auto;min-width:0;
overflow:hidden">
<span style="display:inline-block;width:6px;height:6px;background:var(--fin-up);
flex:0 0 auto"></span>
<span class="mono-data" style="font-size:var(--text-xs);color:var(--text-tertiary);
white-space:nowrap;overflow:hidden;text-overflow:ellipsis">INDEX LOADED · {total:,} MODELS · {index.verified_count} HUMAN-VERIFIED</span>
</div>
<div style="flex:0 0 auto">
<a href="https://huggingface.co/{a(index.dataset_repo)}" target="_blank"
rel="noopener noreferrer" title="Open the dataset on Hugging Face"
class="bit-hover-connect"
style="display:inline-flex;align-items:center;gap:7px;padding:4px 9px;
border:1px solid var(--accent-amber-dim);background:var(--bg-raised);
color:var(--text-primary);text-decoration:none">
<span style="font-size:14px;line-height:1;flex:0 0 auto">🤗</span>
<span style="font-family:var(--font-styrene);font-size:var(--text-xs);
text-transform:uppercase;letter-spacing:var(--tracking-wide);
white-space:nowrap;margin-top:2px">View the dataset</span>
{icon('chevronRight', '11px')}
</a>
</div>
</div>
<div style="border-top:1px solid var(--border-subtle);overflow:hidden;padding:5px 0;
background:var(--bg-canvas)">
<div class="bit-tape" style="display:flex;width:max-content;
animation:bitTape 70s linear infinite">{tape}</div>
</div>
</header>"""
# --------------------------------------------------------------------------
# Title row and stat band
# --------------------------------------------------------------------------
def title_row(index, state, shown: int) -> str:
query = state.get("q") or ""
# The shared search bar: live-filters as you type and carries the ⌘K
# affordance the design draws, which now opens a real palette.
search = palette.search_bar(
query, emit,
count_label=f"{shown:,} / {index.total:,}",
placeholder=f"Search {index.total:,} models…",
)
stamp = index.last_indexed
ago = fmt.short_ago(stamp)
when = fmt.utc_stamp(stamp)
indexed_text = (f"LAST INDEXED {when} · {ago} AGO" if stamp
else "NEVER INDEXED — DATASET IS EMPTY")
return f"""
<div style="display:flex;align-items:center;gap:12px;flex-wrap:wrap">
<h1 style="font-family:var(--font-styrene);font-weight:500;font-size:var(--text-2xl);
text-transform:uppercase;letter-spacing:var(--tracking-wide);
line-height:var(--leading-tight);margin:0">Finance Atlas</h1>
<span class="mono-data" style="font-size:var(--text-2xs);color:var(--text-tertiary);
padding:3px 7px;border:1px solid var(--border-subtle)">REGISTRY · HUGGING FACE HUB</span>
<div style="flex:1 1 320px;min-width:240px;max-width:480px">
{search}
</div>
<span style="display:inline-flex;align-items:center;gap:6px;padding:4px 8px;
border:1px solid var(--border-default);background:var(--bg-panel);
margin-left:auto">
<span style="display:inline-block;width:5px;height:5px;background:var(--accent-amber);
animation:bitPulse 2s ease-in-out infinite"></span>
<span class="mono-data" style="font-size:var(--text-2xs);color:var(--text-secondary);
white-space:nowrap">{e(indexed_text)}</span>
</span>
</div>"""
def stat_band(index) -> str:
"""The six-cell stat band. Every figure is computed from the index."""
total = index.total
cells = (
("Models indexed", f"{total:,}", "finance models on the Hub",
"var(--text-primary)", "var(--border-default)"),
("Actively maintained", f"{index.maintained_count:,}",
"recent commit or active downloads", "var(--fin-up)", "var(--fin-up)"),
("Undocumented", fmt.percent(index.undocumented_count, total),
"no training data disclosed", "var(--fin-down)", "var(--fin-down)"),
("Claimed evaluations", f"{index.eval_count:,}",
"card names a test set", "var(--accent-amber-strong)", "var(--accent-amber)"),
("Human-verified", f"{index.verified_count:,}",
"checked by a Bit Trading researcher",
"var(--text-primary)", "var(--border-default)"),
("Last indexed", fmt.short_ago(index.last_indexed),
"weekly crawl", "var(--text-secondary)", "var(--border-default)"),
)
body = "".join(
f'<div style="padding:10px 12px;border-right:1px solid var(--border-subtle);'
f'border-left:2px solid {mark}">'
f'<div style="font-family:var(--font-styrene);font-weight:300;'
f'font-size:var(--text-2xs);text-transform:uppercase;'
f'letter-spacing:var(--tracking-wider);color:var(--text-tertiary);'
f'white-space:nowrap;overflow:hidden;text-overflow:ellipsis">{e(label)}</div>'
f'<div class="mono-data" style="font-size:var(--text-2xl);line-height:1.15;'
f'white-space:nowrap;color:{colour}">{e(value)}</div>'
f'<div style="font-size:var(--text-2xs);color:var(--text-tertiary);'
f'white-space:nowrap;overflow:hidden;text-overflow:ellipsis">{e(note)}</div>'
f'</div>'
for label, value, note, colour, mark in cells
)
return (f'<div style="display:grid;'
f'grid-template-columns:repeat(auto-fit,minmax(158px,1fr));'
f'border:1px solid var(--border-default);background:var(--bg-panel)">'
f'{body}</div>')
# --------------------------------------------------------------------------
# Filter rail
# --------------------------------------------------------------------------
def _chip(action_key: str, value: str, label: str, count: int, glyph: str,
active: bool) -> str:
background = "var(--accent-amber-dim)" if active else "transparent"
border = "var(--accent-amber)" if active else "var(--border-default)"
colour = "var(--text-primary)" if active else "var(--text-secondary)"
return (
f'<button type="button" data-bit="{a(emit(action_key, value))}" '
f'aria-pressed="{"true" if active else "false"}" '
f'style="display:inline-flex;align-items:center;gap:4px;padding:2px 6px;'
f'background:{background};border:1px solid {border};color:{colour};'
f'cursor:pointer;font-size:var(--text-2xs);font-family:var(--font-mono)">'
f'<span>{e(glyph)}</span><span>{e(label)}</span>'
f'<span style="color:var(--text-tertiary)">{count}</span></button>'
)
def _switch(action_key: str, label: str, on: bool) -> str:
"""The design system's Switch, rendered as a real button.
A `gr.Checkbox` here would be a different DOM with different metrics; this
is the design's own control, and it carries `role="switch"` so it is
announced correctly rather than as an unlabelled button.
"""
track = "var(--accent-amber)" if on else "var(--border-default)"
knob = "var(--stone-950)" if on else "var(--text-tertiary)"
offset = "10px" if on else "1px"
return (
f'<button type="button" role="switch" aria-checked="{"true" if on else "false"}" '
f'data-bit="{a(emit(action_key, "toggle"))}" '
f'style="display:flex;align-items:center;gap:7px;width:100%;'
f'background:transparent;border:none;cursor:pointer;padding:0;'
f'text-align:left">'
f'<span aria-hidden="true" style="flex:0 0 auto;position:relative;width:20px;'
f'height:11px;background:{track};display:inline-block">'
f'<span style="position:absolute;top:1px;left:{offset};width:9px;height:9px;'
f'background:{knob};transition:left 0.15s ease"></span></span>'
f'<span style="font-size:var(--text-xs);color:var(--text-secondary)">'
f'{e(label)}</span></button>'
)
def _checkbox(action_key: str, label: str, on: bool) -> str:
mark = "✓" if on else ""
border = "var(--accent-amber)" if on else "var(--border-default)"
background = "var(--accent-amber)" if on else "transparent"
return (
f'<button type="button" role="checkbox" aria-checked="{"true" if on else "false"}" '
f'data-bit="{a(emit(action_key, "toggle"))}" '
f'style="display:flex;align-items:center;gap:7px;width:100%;'
f'background:transparent;border:none;cursor:pointer;padding:0;text-align:left">'
f'<span aria-hidden="true" style="flex:0 0 auto;width:11px;height:11px;'
f'border:1px solid {border};background:{background};color:var(--stone-950);'
f'font-size:8px;line-height:9px;text-align:center">{mark}</span>'
f'<span style="font-size:var(--text-xs);color:var(--text-secondary)">'
f'{e(label)}</span></button>'
)
def _rail_section(title: str, body: str, last: bool = False) -> str:
border = "" if last else "border-bottom:1px solid var(--border-subtle);"
return (
f'<div style="padding:9px 10px;{border}">'
f'<div style="font-family:var(--font-styrene);font-weight:300;'
f'font-size:var(--text-2xs);text-transform:uppercase;'
f'letter-spacing:var(--tracking-wider);color:var(--text-tertiary);'
f'margin-bottom:6px">{e(title)}</div>{body}</div>'
)
def filter_rail(index, state, hidden_count: int) -> str:
taxonomy = index.taxonomy
task_labels = taxonomy.get("task_labels", {})
asset_labels = taxonomy.get("asset_labels", {})
task_chips = "".join(
_chip("task", key, task_labels.get(key, key),
index.count_by("task", key), task_glyph(key),
key in (state.get("tasks") or ()))
for key in taxonomy.get("task_chips", ())
)
asset_chips = "".join(
_chip("asset", key, asset_labels.get(key, key),
index.count_by("asset_class", key), asset_glyph(key),
key in (state.get("assets") or ()))
for key in taxonomy.get("asset_chips", ())
)
licence_rows = []
for bucket in taxonomy.get("license_buckets", ()):
glyph, colour, _, tip = license_style(bucket)
active = bucket in (state.get("lic") or ())
background = "var(--accent-amber-dim)" if active else "transparent"
border = "var(--accent-amber)" if active else "var(--border-default)"
foreground = "var(--text-primary)" if active else colour
count = index.count_by("license_bucket", bucket)
licence_rows.append(
f'<button type="button" data-bit="{a(emit("lic", bucket))}" '
f'title="{a(tip)}" aria-pressed="{"true" if active else "false"}" '
f'style="display:flex;align-items:center;gap:7px;padding:3px 5px;'
f'background:{background};border:1px solid {border};color:{foreground};'
f'cursor:pointer;text-align:left">'
f'<span class="mono-data" style="font-size:var(--text-xs)">{e(glyph)}</span>'
f'<span style="flex:1 1 auto;font-size:var(--text-xs)">{e(bucket)}</span>'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">{count}</span></button>'
)
sort_rows = []
for label in SORT_OPTIONS:
active = state.get("sort") == label
sort_rows.append(
f'<button type="button" data-bit="{a(emit("sort", label))}" '
f'aria-pressed="{"true" if active else "false"}" '
f'style="display:flex;align-items:center;gap:7px;padding:3px 5px;'
f'background:{"var(--bg-raised)" if active else "transparent"};'
f'border:1px solid '
f'{"var(--accent-amber-dim)" if active else "var(--border-subtle)"};'
f'color:{"var(--text-primary)" if active else "var(--text-secondary)"};'
f'cursor:pointer;text-align:left;font-size:var(--text-xs)">'
f'<span class="mono-data" style="font-size:var(--text-2xs)">'
f'{"●" if active else "○"}</span><span>{e(label)}</span></button>'
)
# The design prints "728 UNMAINTAINED HIDDEN". That number is derived from
# the live filter set rather than stored, so it always matches what the
# table is actually withholding.
if state.get("maintained_only"):
hidden_note = f"{hidden_count:,} UNMAINTAINED HIDDEN"
else:
hidden_note = "UNMAINTAINED SHOWN"
status_body = (
f'{_switch("verified", "✓ Verified by Bit Trading", bool(state.get("verified_only")))}'
f'{_switch("maintained", "Maintained only", bool(state.get("maintained_only")))}'
f'<div style="display:flex;align-items:center;gap:6px;padding:5px 6px;'
f'border:1px solid var(--border-subtle);background:var(--bg-raised)">'
f'<span class="pixel-text" style="color:var(--text-tertiary)">†</span>'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">{e(hidden_note)}</span></div>'
)
evidence_body = (
f'{_checkbox("haseval", "Has evaluation", bool(state.get("has_eval")))}'
f'{_checkbox("hasdata", "Has documented training data", bool(state.get("has_data")))}'
)
return f"""
<aside style="width:216px;flex:0 0 216px;position:sticky;top:104px;
border:1px solid var(--border-default);background:var(--bg-panel);
align-self:flex-start" class="bit-rail">
<div style="display:flex;align-items:center;gap:8px;padding:8px 10px;
border-bottom:1px solid var(--border-default)">
{icon('filter', '12px', 'var(--text-tertiary)')}
<span style="font-family:var(--font-styrene);font-size:var(--text-sm);
text-transform:uppercase;letter-spacing:var(--tracking-wide)">Filters</span>
<button type="button" data-bit="{a(emit('clear'))}" class="bit-hover-amber-text"
style="margin-left:auto;background:transparent;border:none;
color:var(--text-tertiary);cursor:pointer;font-family:var(--font-mono);
font-size:var(--text-2xs)">CLEAR</button>
</div>
{_rail_section('Task',
f'<div style="display:flex;flex-wrap:wrap;gap:4px">{task_chips}</div>')}
{_rail_section('Asset class',
f'<div style="display:flex;flex-wrap:wrap;gap:4px">{asset_chips}</div>')}
{_rail_section('License',
f'<div style="display:flex;flex-direction:column;gap:3px">'
f'{"".join(licence_rows)}</div>')}
<div style="padding:9px 10px;border-bottom:1px solid var(--border-subtle);
display:flex;flex-direction:column;gap:8px">
<div style="font-family:var(--font-styrene);font-weight:300;
font-size:var(--text-2xs);text-transform:uppercase;
letter-spacing:var(--tracking-wider);color:var(--text-tertiary)">Status</div>
{status_body}
</div>
<div style="padding:9px 10px;border-bottom:1px solid var(--border-subtle);
display:flex;flex-direction:column;gap:7px">
<div style="font-family:var(--font-styrene);font-weight:300;
font-size:var(--text-2xs);text-transform:uppercase;
letter-spacing:var(--tracking-wider);color:var(--text-tertiary)">Evidence</div>
{evidence_body}
</div>
{_rail_section('Sort',
f'<div style="display:flex;flex-direction:column;gap:3px">'
f'{"".join(sort_rows)}</div>', last=True)}
</aside>"""
# --------------------------------------------------------------------------
# Model table
# --------------------------------------------------------------------------
def _badges(row) -> str:
out = []
if row.get("verified"):
out.append(("✓", "Verified by a Bit Trading researcher",
"bit-badge-verified"))
flags = row.get("red_flags") or []
if len(flags):
out.append(("⚠", "; ".join(str(f) for f in flags), "bit-badge-flag"))
if row.get("has_eval"):
out.append(("▤", "Model card claims evaluation on a named test set", ""))
if row.get("relevant") == "unclear":
out.append(("?", "The classifier could not read this card confidently",
"bit-badge-unclear"))
return "".join(
f'<span title="{a(tip)}" class="bit-badge {variant}">{e(glyph)}</span>'
for glyph, tip, variant in out
)
LICENSE_BUCKET_CLASS = {
"permissive": "bit-tag-lic-permissive",
"restricted": "bit-tag-lic-restricted",
"none": "bit-tag-lic-none",
}
def _age_class(months) -> str:
if months is None:
return "bit-age-none"
if months < 3:
return "bit-age-fresh"
if months < 12:
return "bit-age-warn"
return "bit-age-stale"
def _table_row(row, index, selected: bool) -> str:
"""One row of the model index.
Rendered with CSS classes rather than the design's inline styles. This is
the only markup that repeats 300 times, and inline it came to 2,644
characters a row -- ~793 KB per render, 95% of the page, re-sent on every
action. The design's values are unchanged; see `chrome.ATLAS_CSS`.
"""
model_id = row.get("id", "")
labels = index.taxonomy.get("task_labels", {})
assets = index.taxonomy.get("asset_labels", {})
verified = bool(row.get("verified"))
series = index.trends.get(model_id)
path = sparkline(series)
if path:
from ..atlas import growth
change = growth(series)
direction = "bit-spark-up" if (change or 0) >= 0 else "bit-spark-down"
spark = (f'<svg width="44" height="14" viewBox="0 0 64 18" '
f'preserveAspectRatio="none" aria-hidden="true" '
f'class="bit-spark {direction}"><path d="{a(path)}" '
f'fill="none" stroke-width="1.5"></path></svg>')
else:
# No second snapshot yet: there is no trend to draw, and drawing one
# anyway would be inventing data.
spark = (f'<span class="mono-data bit-nodata" '
f'title="Not enough weekly snapshots yet">{DASH}</span>')
glyph, _colour, _border, tip = license_style(row.get("license_bucket"))
lic_class = LICENSE_BUCKET_CLASS.get(row.get("license_bucket"),
"bit-tag-lic-none")
age_class = _age_class(fmt.months_since(row.get("last_modified")))
_, age_glyph = fmt.age_tone(row.get("last_modified"))
base = row.get("base_model") or ""
sub = f"from {base}" if base else "no declared base model"
classes = "bit-row"
if verified:
classes += " bit-row-verified"
if selected:
classes += " bit-row-selected"
return (
f'<div role="row" tabindex="0" data-bit="{a(emit("open", model_id))}" '
f'class="{classes}">'
f'<div class="bit-cell bit-model">'
f'<span class="mono-data bit-avatar" aria-hidden="true">'
f'{e(fmt.initials(model_id))}</span>'
f'<span class="bit-model-text">'
f'<span class="mono-data bit-id">{e(model_id)}</span>'
f'<span class="bit-sub">{e(sub)}</span></span></div>'
f'<div class="bit-cell"><span class="bit-tag">'
f'{e(task_glyph(row.get("task")))} '
f'{e(labels.get(row.get("task"), row.get("task")))}</span></div>'
f'<div class="bit-cell"><span class="bit-tag bit-tag-asset">'
f'{e(asset_glyph(row.get("asset_class")))} '
f'{e(assets.get(row.get("asset_class"), row.get("asset_class")))}</span></div>'
f'<div class="bit-cell bit-dl">'
f'<span class="mono-data bit-num">'
f'{e(fmt.num(row.get("downloads_30d")))}</span>{spark}</div>'
f'<div class="bit-cell bit-cell-r">'
f'<span class="mono-data bit-likes">'
f'{e(fmt.num(row.get("likes")))}</span></div>'
f'<div class="bit-cell"><span class="bit-tag {lic_class}" '
f'title="{a(tip)}">{e(glyph)} '
f'{e(row.get("license") or "none")}</span></div>'
f'<div class="bit-cell bit-agecell {age_class}">'
f'<span class="mono-data bit-age-glyph" aria-hidden="true">'
f'{e(age_glyph)}</span>'
f'<span class="mono-data bit-age">'
f'{e(fmt.age_label(row.get("last_modified")))}</span></div>'
f'<div class="bit-cell bit-cell-end bit-badges">{_badges(row)}</div>'
f'</div>'
)
def model_table(index, state, rows, hidden_count: int,
matched: int = None, truncated: int = 0) -> str:
# `matched` is how many rows passed the filters; `rows` may be a capped
# slice of them. Every count shown below reports `matched`, and the cap
# is stated outright rather than quietly shrinking the number.
matched = len(rows) if matched is None else matched
sort = state.get("sort", "Downloads")
headers = []
for label, align, key in COLUMNS:
sortable = key in SORTABLE_COLUMNS
colour = ("var(--accent-amber-strong)" if sort == key
else "var(--text-tertiary)")
action = a(emit("sort", key)) if sortable else a(emit("noop"))
# Built outside the f-string: Python 3.10 does not allow a backslash
# inside an f-string expression, and the Space runs 3.10.
disabled = '' if sortable else 'aria-disabled="true" '
headers.append(
f'<button type="button" data-bit="{action}" class="bit-hover-text" '
f'{disabled}'
f'style="padding:6px 8px;background:transparent;border:none;'
f'border-right:1px solid var(--border-subtle);'
f'cursor:{"pointer" if sortable else "default"};text-align:{align};'
f'font-family:var(--font-styrene);font-weight:300;'
f'font-size:var(--text-2xs);text-transform:uppercase;'
f'letter-spacing:var(--tracking-wider);color:{colour};'
f'white-space:nowrap;overflow:hidden">{e(label)}</button>'
)
summary = ("MAINTAINED · " if state.get("maintained_only") else "ALL · ")
if state.get("verified_only"):
summary += "VERIFIED · "
summary += f"{matched:,} MATCHING"
if not index.total:
body = _empty_index_state()
elif not rows:
body = _empty_results_state(state, hidden_count)
else:
selected = state.get("sel")
body = (
f'<div class="bit-scroll" style="max-height:620px;overflow-y:auto">'
+ "".join(_table_row(r, index, r.get("id") == selected) for r in rows)
+ f'<div style="display:flex;align-items:center;gap:10px;padding:7px 10px;'
f'background:var(--bg-raised)">'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:{"var(--accent-amber-strong)" if truncated else "var(--text-tertiary)"}">'
f'{_page_note(len(rows), matched, truncated, index)}</span>'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary);margin-left:auto">SCROLL FOR MORE ↓</span>'
f'</div></div>'
)
return f"""
<section style="flex:1 1 560px;min-width:0;display:flex;flex-direction:column;gap:8px">
<div style="border:1px solid var(--border-default);background:var(--bg-panel);
min-width:0" class="bit-table-scroll">
<div style="min-width:940px">
<div style="display:flex;align-items:center;gap:10px;padding:7px 10px;
border-bottom:1px solid var(--border-default);background:var(--bg-raised)">
<span style="font-family:var(--font-styrene);font-size:var(--text-sm);
text-transform:uppercase;letter-spacing:var(--tracking-wide)">Model index</span>
<span class="mono-data" style="font-size:var(--text-2xs);
color:var(--text-tertiary)">{e(summary)}</span>
<span class="mono-data" style="font-size:var(--text-2xs);
color:var(--accent-amber-strong);margin-left:auto">SORTED BY {e(sort.upper())}</span>
</div>
<div role="row" style="display:grid;grid-template-columns:{GRID};
border-bottom:1px solid var(--border-default);background:var(--bg-panel)">
{''.join(headers)}
</div>
{body}
</div>
</div>
<div style="display:flex;align-items:center;gap:8px;padding:7px 10px;
border:1px solid var(--border-subtle);background:var(--bg-panel)">
<span class="pixel-text" style="color:var(--accent-amber-strong)">i</span>
<span style="font-size:var(--text-xs);color:var(--text-secondary);
text-wrap:pretty">Auto-indexed weekly via the Hub API and LLM
classification; ✓ = human-verified by a Bit Trading researcher. Everything
else is a machine's reading of a model card.</span>
<a href="https://huggingface.co/datasets/{a(index.dataset_repo)}"
target="_blank" rel="noopener noreferrer" style="margin-left:auto;
font-family:var(--font-mono);font-size:var(--text-2xs);white-space:nowrap">METHODOLOGY ↗</a>
</div>
</section>"""
def _page_note(shown: int, matched: int, truncated: int, index) -> str:
"""The footer line under the table.
When the render is capped, that is stated in the line rather than left for
the user to infer from a row count that stops at a round number.
"""
if truncated:
return (f"SHOWING FIRST {shown:,} OF {matched:,} MATCHING "
f"— NARROW THE FILTERS TO SEE THE REST")
return (f"SHOWING {shown:,} OF {index.maintained_count:,} MAINTAINED "
f"· {index.total:,} INDEXED")
def _empty_index_state() -> str:
"""Shown when the dataset itself is empty or unreachable."""
return (
f'<div style="padding:56px 24px;display:flex;flex-direction:column;'
f'align-items:center;gap:12px;text-align:center">'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">NO INDEX</span>'
f'<div style="font-family:var(--font-styrene);font-size:var(--text-xl);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide)">'
f'The index has not been built yet</div>'
f'<div style="max-width:430px;color:var(--text-secondary);'
f'text-wrap:pretty">This Space reads a dataset that is empty or '
f'unreachable. The weekly indexing job populates it; until it has run '
f'once there is nothing to show.</div></div>'
)
def _empty_results_state(state, hidden_count: int) -> str:
query = state.get("q") or ""
echo = f'"{query}"' if query else "these filters"
graveyard = ""
if state.get("maintained_only") and hidden_count:
graveyard = (
f'<button type="button" data-bit="{a(emit("graveyard"))}" '
f'class="bit-hover-amber" style="padding:4px 9px;background:transparent;'
f'border:1px solid var(--border-default);color:var(--text-secondary);'
f'cursor:pointer;font-size:var(--text-xs)">Include {hidden_count:,} '
f'unmaintained</button>'
)
return (
f'<div style="padding:56px 24px;display:flex;flex-direction:column;'
f'align-items:center;gap:12px;text-align:center">'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">0 RESULTS</span>'
f'<div style="font-family:var(--font-styrene);font-size:var(--text-xl);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide)">'
f'Nothing matches {e(echo)}</div>'
f'<div style="max-width:430px;color:var(--text-secondary);text-wrap:pretty">'
f'If a model exists on the Hub and is not here, that is a gap in our '
f'harvest terms or our classifier — not proof it does not exist.</div>'
f'<div style="display:flex;gap:6px;flex-wrap:wrap;justify-content:center">'
f'<button type="button" data-bit="{a(emit("clear"))}" class="bit-hover-amber" '
f'style="padding:4px 9px;background:transparent;'
f'border:1px solid var(--border-default);color:var(--text-secondary);'
f'cursor:pointer;font-size:var(--text-xs)">Clear filters</button>'
f'{graveyard}</div></div>'
)
# --------------------------------------------------------------------------
# Right rail
# --------------------------------------------------------------------------
def _panel(title: str, body: str, meta: str = "") -> str:
meta_html = (f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary);margin-left:auto">{e(meta)}</span>'
if meta else "")
return (
f'<div style="border:1px solid var(--border-default);'
f'background:var(--bg-panel)">'
f'<div style="display:flex;align-items:center;gap:8px;padding:7px 10px;'
f'border-bottom:1px solid var(--border-default)">'
f'<span style="font-family:var(--font-styrene);font-size:var(--text-sm);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide)">'
f'{e(title)}</span>{meta_html}</div>{body}</div>'
)
def trending_panel(index, rows) -> str:
"""Top movers by real week-over-week download growth.
Before two snapshots exist there is no growth to rank by, so the panel
says that instead of ranking on a fabricated number.
"""
if not rows:
body = (
f'<div style="padding:14px 10px;display:flex;flex-direction:column;'
f'gap:6px;text-align:center">'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">NO TREND YET</span>'
f'<span style="font-size:var(--text-2xs);color:var(--text-tertiary);'
f'text-wrap:pretty">Trends need at least two weekly snapshots. '
f'The first crawl has run; the next one makes this panel live.</span>'
f'</div>'
)
return _panel("Trending this quarter", body)
items = []
for rank, (model_id, change, series) in enumerate(rows, start=1):
path = sparkline(series)
spark = (f'<svg width="36" height="13" viewBox="0 0 64 18" '
f'preserveAspectRatio="none" aria-hidden="true" '
f'style="flex:0 0 auto"><path d="{a(path)}" style="fill:none;'
f'stroke:var(--fin-up);stroke-width:1.5"></path></svg>')
items.append(
f'<div style="display:flex;align-items:center;gap:8px;padding:6px 10px;'
f'border-bottom:1px solid var(--border-subtle)">'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary);flex:0 0 auto">{rank:02d}</span>'
f'<span class="mono-data" style="flex:1 1 auto;min-width:0;'
f'font-size:var(--text-xs);color:var(--text-primary);white-space:nowrap;'
f'overflow:hidden;text-overflow:ellipsis" title="{a(model_id)}">'
f'{e(model_id.split("/")[-1])}</span>{spark}'
f'<span class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--fin-up);flex:0 0 auto">+{change:.0f}%</span></div>'
)
return _panel("Trending this quarter", "".join(items))
def lineage_panel(index) -> str:
root, kids = index.spotlight()
if not root or not kids:
body = (f'<div style="padding:14px 10px;text-align:center">'
f'<span style="font-size:var(--text-2xs);color:var(--text-tertiary)">'
f'No declared lineage in the index yet.</span></div>')
return _panel("Lineage spotlight", body)
shown = kids[:4]
rows = []
for position, child in enumerate(shown):
last = position == len(shown) - 1 and len(kids) <= len(shown)
row = index.by_id.get(child, {})
rows.append(
f'<div style="display:flex;align-items:center;gap:6px;padding-left:10px">'
f'<span class="mono-data" aria-hidden="true" style="font-size:var(--text-2xs);'
f'color:var(--border-strong)">{"└─" if last else "├─"}</span>'
f'<span class="mono-data" style="flex:1 1 auto;min-width:0;'
f'font-size:var(--text-2xs);color:var(--text-secondary);white-space:nowrap;'
f'overflow:hidden;text-overflow:ellipsis" title="{a(child)}">'
f'{e(child)}</span>'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary);flex:0 0 auto">'
f'{e(fmt.compact(row.get("downloads_30d")))}</span></div>'
)
if len(kids) > len(shown):
rows.append(
f'<div style="display:flex;align-items:center;gap:6px;padding-left:10px">'
f'<span class="mono-data" aria-hidden="true" style="font-size:var(--text-2xs);'
f'color:var(--border-strong)">└─</span>'
f'<span class="mono-data" style="flex:1 1 auto;font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">+ {len(kids) - len(shown)} more descendants</span>'
f'</div>'
)
body = (
f'<div style="padding:10px">'
f'<div class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--accent-amber-strong);border:1px solid var(--accent-amber-dim);'
f'padding:3px 6px;display:inline-block">{e(root)}</div>'
f'<div style="display:flex;flex-direction:column;margin-top:4px">'
f'{"".join(rows)}</div></div>'
)
return _panel("Lineage spotlight", body, f"{len(kids)} DESCENDANTS")
def graveyard_panel(index) -> str:
return f"""
<div style="border:1px solid var(--border-default);background:var(--bg-raised)">
<div style="display:flex;flex-direction:column;align-items:center;gap:6px;
padding:14px 12px;border-top:3px solid var(--border-strong)">
<span class="mono-data" aria-hidden="true"
style="font-size:var(--text-lg);color:var(--text-tertiary)">†</span>
<span style="font-family:var(--font-styrene);font-size:var(--text-sm);
text-transform:uppercase;letter-spacing:var(--tracking-wide);
color:var(--text-secondary)">The Graveyard</span>
<span class="mono-data" style="font-size:var(--text-xl);
color:var(--text-primary)">{index.unmaintained_count:,}</span>
<span style="font-size:var(--text-2xs);color:var(--text-tertiary);
text-align:center;text-wrap:pretty">no commit in 12+ months and no
meaningful download activity</span>
<button type="button" data-bit="{a(emit('graveyard'))}" class="bit-hover-amber"
style="margin-top:2px;padding:3px 8px;background:transparent;
border:1px solid var(--border-default);color:var(--text-secondary);
cursor:pointer;font-family:var(--font-mono);font-size:var(--text-2xs)">SHOW THEM →</button>
</div>
</div>"""
def suggest_panel(state) -> str:
note = state.get("suggest_note") or "REVIEWED WEEKLY"
colour = ("var(--accent-moss-strong)" if state.get("suggest_ok")
else "var(--text-tertiary)")
body = (
f'<div style="padding:10px;display:flex;flex-direction:column;gap:7px">'
f'<label for="bit-suggest" class="bit-sr-only">Suggest a model by id</label>'
f'<input id="bit-suggest" data-bit-input="suggestbox" '
f'value="{a(state.get("suggest") or "")}" placeholder="author/model-name" '
f'style="width:100%;padding:5px 7px;background:var(--bg-sunken);'
f'border:1px solid var(--border-default);outline:none;'
f'font-family:var(--font-mono);font-size:var(--text-xs);'
f'color:var(--text-primary)" />'
f'<div style="display:flex;align-items:center;gap:6px">'
f'<button type="button" data-bit="{a(emit("suggest"))}" '
f'class="bit-hover-amber" style="padding:4px 10px;background:transparent;'
f'border:1px solid var(--border-default);color:var(--text-secondary);'
f'cursor:pointer;font-family:var(--font-styrene);font-size:var(--text-xs);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide)">Submit</button>'
f'<span class="mono-data" style="font-size:var(--text-2xs);color:{colour}">'
f'{e(note)}</span></div></div>'
)
return _panel("Suggest a model", body)
def right_rail(index, state, trending_rows) -> str:
return (
f'<aside style="width:268px;flex:0 0 268px;display:flex;'
f'flex-direction:column;gap:12px;min-width:0" class="bit-rail-right">'
f'{trending_panel(index, trending_rows)}'
f'{lineage_panel(index)}'
f'{graveyard_panel(index)}'
f'{suggest_panel(state)}'
f'</aside>'
)
# --------------------------------------------------------------------------
# Footer
# --------------------------------------------------------------------------
FOOT_PRODUCTS = ("News Scout", "Sentiment Deep-Dive", "Earnings Analyzer",
"Filing Digester", "Forecaster", "Regime Detector",
"Model Leaderboard", "Backtest Lab", "Strategy Graveyard",
"Paper-Trading Arena", "Signal Aggregator",
"Portfolio Risk Analyzer")
def footer(index, links: dict) -> str:
def entries(names, columns=1):
out = []
for name in names:
href = links.get(name, "")
if href:
out.append(f'<a href="{a(href)}" target="_blank" '
f'rel="noopener noreferrer" style="color:var(--text-secondary);'
f'font-size:var(--text-xs)">{e(name)}</a>')
else:
out.append(f'<span style="color:var(--text-tertiary);'
f'font-size:var(--text-xs)">{e(name)}</span>')
return "".join(out)
resources = ("Dataset", "Backtest Lab", "Hugging Face org")
stamp = fmt.utc_stamp(index.last_indexed)
return f"""
<footer style="border:1px solid var(--border-default);background:var(--bg-panel)">
<div style="display:grid;grid-template-columns:1.1fr 0.8fr 0.8fr 1.6fr;gap:0"
class="bit-foot-grid">
<div style="padding:14px;border-right:1px solid var(--border-subtle)">
<div style="font-family:var(--font-styrene);font-size:var(--text-2xs);
letter-spacing:var(--tracking-wider);text-transform:uppercase;
color:var(--text-tertiary);margin-bottom:8px">Products</div>
<div style="display:grid;grid-template-columns:1fr 1fr;gap:3px 12px">
{entries(FOOT_PRODUCTS)}
</div>
</div>
<div style="padding:14px;border-right:1px solid var(--border-subtle)">
<div style="font-family:var(--font-styrene);font-size:var(--text-2xs);
letter-spacing:var(--tracking-wider);text-transform:uppercase;
color:var(--text-tertiary);margin-bottom:8px">Resources</div>
<div style="display:flex;flex-direction:column;gap:3px">{entries(resources)}</div>
</div>
<div style="padding:14px;border-right:1px solid var(--border-subtle)">
<div style="font-family:var(--font-styrene);font-size:var(--text-2xs);
letter-spacing:var(--tracking-wider);text-transform:uppercase;
color:var(--text-tertiary);margin-bottom:8px">Company</div>
<div style="display:flex;flex-direction:column;gap:3px">
{entries(("Hugging Face org",))}
</div>
</div>
<div style="padding:14px;background:var(--bg-raised)">
<div style="display:flex;align-items:center;gap:6px;margin-bottom:8px">
<span class="pixel-text" style="color:var(--accent-amber-strong)">⚠</span>
<span style="font-family:var(--font-styrene);font-size:var(--text-2xs);
letter-spacing:var(--tracking-wider);text-transform:uppercase;
color:var(--accent-amber-strong)">Disclaimer</span>
</div>
<div class="styrene-text" style="font-size:var(--text-xs);
text-transform:uppercase;letter-spacing:var(--tracking-wide);
color:var(--text-secondary);line-height:var(--leading-normal);
text-wrap:pretty">The Bit Trading Company publishes research tools and
educational software. Nothing here is financial advice. Inclusion in this
index is not an endorsement, and every classification is a machine's
reading of a model card.</div>
</div>
</div>
<div style="display:flex;align-items:center;gap:14px;padding:8px 14px;
border-top:1px solid var(--border-subtle);flex-wrap:wrap">
<span style="display:inline-block;width:6px;height:6px;background:var(--fin-up);
animation:bitPulse 2s ease-in-out infinite"></span>
<span class="mono-data" style="font-size:var(--text-2xs);
color:var(--text-tertiary)">{index.total:,} MODELS INDEXED ·
{index.verified_count} VERIFIED · LAST BUILD {e(stamp)}</span>
<span class="mono-data" style="font-size:var(--text-2xs);
color:var(--text-tertiary);margin-left:auto">© 2026 THE BIT TRADING COMPANY</span>
</div>
</footer>"""
# --------------------------------------------------------------------------
# Detail drawer
# --------------------------------------------------------------------------
def _drawer_fields(row, index) -> str:
labels = index.taxonomy.get("task_labels", {})
assets = index.taxonomy.get("asset_labels", {})
_, lic_colour, _, _ = license_style(row.get("license_bucket"))
age_colour, _ = fmt.age_tone(row.get("last_modified"))
has_eval = bool(row.get("has_eval"))
has_data = bool((row.get("training_data_summary") or "").strip())
fields = (
("Task", labels.get(row.get("task"), row.get("task")), "var(--text-primary)"),
("Asset class", assets.get(row.get("asset_class"), row.get("asset_class")),
"var(--text-primary)"),
("Parameters", row.get("params") or DASH, "var(--text-primary)"),
("License", row.get("license") or "none declared", lic_colour),
("Downloads 30d", fmt.num(row.get("downloads_30d")), "var(--text-primary)"),
("Downloads all-time", fmt.num(row.get("downloads")), "var(--text-primary)"),
("Likes", fmt.num(row.get("likes")), "var(--text-primary)"),
("Last commit", fmt.age_label(row.get("last_modified")), age_colour),
("Library", row.get("library") or DASH, "var(--text-secondary)"),
("Weights", "present" if row.get("has_weights") else "none found",
"var(--accent-moss-strong)" if row.get("has_weights") else "var(--mute-red)"),
("Evaluation", "claimed" if has_eval else "none found",
"var(--accent-moss-strong)" if has_eval else "var(--mute-red)"),
("Training data", "documented" if has_data else "undocumented",
"var(--accent-moss-strong)" if has_data else "var(--mute-red)"),
("Indexed", fmt.iso_date(row.get("indexed_at")), "var(--text-secondary)"),
)
return "".join(
f'<div style="padding:6px 8px;border-right:1px solid var(--border-subtle);'
f'border-bottom:1px solid var(--border-subtle);min-width:0">'
f'<div style="font-family:var(--font-styrene);font-weight:300;'
f'font-size:var(--text-2xs);text-transform:uppercase;'
f'letter-spacing:var(--tracking-wider);color:var(--text-tertiary);'
f'white-space:nowrap">{e(key)}</div>'
f'<div class="mono-data" style="font-size:var(--text-xs);color:{colour};'
f'white-space:nowrap;overflow:hidden;text-overflow:ellipsis" '
f'title="{a(value)}">{e(value)}</div></div>'
for key, value, colour in fields
)
def _drawer_lineage(row, index) -> str:
from .. import lineage as lin
model_id = row.get("id", "")
parent = row.get("base_model") or ""
kin = lin.siblings(model_id, index.parents, index.children)[:4]
kids = lin.direct_children(model_id, index.children)
if not parent:
parent_html = (f'<div class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--text-tertiary)">no declared base model</div>')
else:
indexed = parent in index.by_id
note = "" if indexed else " (not indexed)"
parent_html = (
f'<div class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--text-tertiary)">fine-tuned from</div>'
f'<div class="mono-data" style="font-size:var(--text-xs);'
f'color:var(--accent-amber-strong);border:1px solid var(--accent-amber-dim);'
f'padding:2px 6px;display:inline-block;margin:4px 0;word-break:break-all">'
f'{e(parent)}{e(note)}</div>'
)
entries = [(k, "sibling") for k in kin] + [(k, "child") for k in kids[:4]]
rows = []
for position, (other, relation) in enumerate(entries):
last = position == len(entries) - 1
other_row = index.by_id.get(other, {})
tag = f"{relation} · {fmt.compact(other_row.get('downloads_30d'))} dl"
flagged = bool(len(other_row.get("red_flags") or []))
colour = ("var(--accent-amber-strong)" if flagged else "var(--text-secondary)")
rows.append(
f'<div style="display:flex;align-items:center;gap:6px;padding-left:10px">'
f'<span class="mono-data" aria-hidden="true" style="font-size:var(--text-2xs);'
f'color:var(--border-strong)">{"└─" if last else "├─"}</span>'
f'<span class="mono-data" style="flex:1 1 auto;min-width:0;'
f'font-size:var(--text-2xs);color:{colour};white-space:nowrap;'
f'overflow:hidden;text-overflow:ellipsis" title="{a(other)}">'
f'{e(other)}</span>'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary)">{e(tag)}{" ⚠" if flagged else ""}</span></div>'
)
if not rows:
rows.append(f'<div class="mono-data" style="font-size:var(--text-2xs);'
f'color:var(--text-tertiary);padding-left:10px">'
f'no indexed relatives</div>')
return (
f'<div style="border:1px solid var(--border-default)">'
f'<div style="padding:6px 9px;border-bottom:1px solid var(--border-default);'
f'font-family:var(--font-styrene);font-size:var(--text-xs);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide);'
f'color:var(--text-secondary)">Data lineage</div>'
f'<div style="padding:9px">{parent_html}'
f'<div style="display:flex;flex-direction:column;margin-top:2px">'
f'{"".join(rows)}</div></div></div>'
)
def _drawer_trend(row, index) -> str:
"""The weekly download chart, or an honest note that there is no series."""
series = index.trends.get(row.get("id"))
if not series or len(series) < 2:
return (
f'<div style="border:1px solid var(--border-default)">'
f'<div style="padding:6px 9px;border-bottom:1px solid var(--border-default);'
f'font-family:var(--font-styrene);font-size:var(--text-xs);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide);'
f'color:var(--text-secondary)">Downloads · weekly snapshots</div>'
f'<div style="padding:14px 9px;text-align:center">'
f'<span style="font-size:var(--text-2xs);color:var(--text-tertiary);'
f'text-wrap:pretty">Not enough snapshots yet. A trend needs at least '
f'two weekly crawls; this model has {len(series or [1])}.</span></div></div>'
)
width, height = 480, 112
lo, hi = min(series), max(series)
span = (hi - lo) or 1
points = []
for i, value in enumerate(series):
x = i / (len(series) - 1) * width
y = height - ((value - lo) / span) * (height - 14) - 7
points.append(f"{'L' if i else 'M'}{x:.1f} {y:.1f}")
line = " ".join(points)
area = f"{line} L{width} {height} L0 {height} Z"
from ..atlas import growth
change = growth(series)
trend_text = DASH if change is None else f"{'+' if change >= 0 else ''}{change:.1f}% / {len(series)}W"
trend_colour = ("var(--fin-up)" if (change or 0) >= 0 else "var(--fin-down)")
grid = "".join(
f'<line x1="0" y1="{height * f:.1f}" x2="{width}" y2="{height * f:.1f}" '
f'style="stroke:var(--border-subtle);stroke-width:1"></line>'
for f in (0.15, 0.4, 0.65, 0.9)
)
return (
f'<div style="border:1px solid var(--border-default)">'
f'<div style="display:flex;align-items:center;gap:8px;padding:6px 9px;'
f'border-bottom:1px solid var(--border-default)">'
f'<span style="font-family:var(--font-styrene);font-size:var(--text-xs);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide);'
f'color:var(--text-secondary)">Downloads · weekly snapshots</span>'
f'<span class="mono-data" style="font-size:var(--text-2xs);'
f'color:{trend_colour};margin-left:auto">{e(trend_text)}</span></div>'
f'<div style="padding:10px 9px 6px">'
f'<svg viewBox="0 0 {width} {height + 18}" width="100%" height="120" '
f'preserveAspectRatio="none" role="img" '
f'aria-label="Weekly downloads, {e(trend_text)}" style="display:block">'
f'{grid}<path d="{a(area)}" style="fill:var(--accent-amber);opacity:0.13"></path>'
f'<path d="{a(line)}" style="fill:none;stroke:var(--accent-amber-strong);'
f'stroke-width:2"></path></svg>'
f'<div style="display:flex;justify-content:space-between">'
f'<span class="pixel-text" style="color:var(--text-tertiary)">W-{len(series) - 1}</span>'
f'<span class="pixel-text" style="color:var(--text-tertiary)">W-0</span>'
f'</div></div></div>'
)
def _drawer_notes(row) -> str:
verified = bool(row.get("verified"))
flags = [str(f) for f in (row.get("red_flags") or [])]
unclear = row.get("relevant") == "unclear"
if verified:
title, colour, border = ("Verification notes", "var(--text-secondary)",
"var(--border-default)")
notes = [("✓", "var(--accent-moss-strong)",
"Promoted to verified by a Bit Trading researcher. The entry in "
"verified.json is a human's judgement, not the classifier's.")]
notes += [("⚠", "var(--accent-amber-strong)", f) for f in flags]
elif flags:
title, colour, border = ("Red flags", "var(--accent-amber-strong)",
"var(--accent-amber-dim)")
notes = [("⚠", "var(--accent-amber-strong)", f) for f in flags]
notes.append(("·", "var(--text-tertiary)",
"Auto-indexed only. No Bit Trading researcher has reproduced "
"anything on this card."))
else:
title, colour, border = ("Indexer notes", "var(--text-secondary)",
"var(--border-default)")
notes = [("·", "var(--text-tertiary)",
"Auto-indexed only. The classifier found no red flags, and no "
"human has verified this either.")]
notes.append(("·", "var(--text-tertiary)",
"Model card claims an evaluation on a named test set."
if row.get("has_eval") else
"Model card has no evaluation section we could find."))
if unclear:
notes.append(("?", "var(--text-tertiary)",
"The classifier could not read this card confidently, so the "
"task and asset class below are low-confidence guesses."))
body = "".join(
f'<div style="display:flex;align-items:flex-start;gap:7px">'
f'<span class="mono-data" aria-hidden="true" style="font-size:var(--text-xs);'
f'color:{tone};flex:0 0 auto">{e(glyph)}</span>'
f'<span style="font-size:var(--text-xs);color:var(--text-secondary);'
f'text-wrap:pretty">{e(text)}</span></div>'
for glyph, tone, text in notes
)
return (
f'<div style="border:1px solid {border};background:var(--bg-raised)">'
f'<div style="padding:6px 9px;border-bottom:1px solid var(--border-subtle);'
f'font-family:var(--font-styrene);font-size:var(--text-xs);'
f'text-transform:uppercase;letter-spacing:var(--tracking-wide);'
f'color:{colour}">{e(title)}</div>'
f'<div style="padding:9px;display:flex;flex-direction:column;gap:6px">'
f'{body}</div></div>'
)
def backtestable(row, taxonomy) -> bool:
"""Whether to offer the Backtest Lab hand-off for this model.
Narrower than the design's own rule, deliberately. The design shows the
link for any forecasting or trading-signal model; this shows it only for
forecasting models in an adapter family the Backtest Lab can actually load
(chronos, timesfm). A link the destination Space cannot honour is worse
than no link.
"""
if row.get("task") != "forecasting":
return False
families = tuple(taxonomy.get("backtestable_families", ()))
return (row.get("adapter_family") or "") in families
def drawer(row, index) -> str:
if not row:
return ""
model_id = row.get("id", "")
verified = bool(row.get("verified"))
labels = index.taxonomy.get("task_labels", {})
assets = index.taxonomy.get("asset_labels", {})
lic_glyph, lic_colour, lic_border, _ = license_style(row.get("license_bucket"))
summary = (row.get("training_data_summary") or "").strip()
if not summary:
summary = ("The model card does not describe the training data. That is "
"the classifier's finding, not an oversight in this page.")
if backtestable(row, index.taxonomy):
url = index.taxonomy.get("backtest_space_url", "")
backtest = (
f'<a href="{a(url)}" target="_blank" rel="noopener noreferrer" '
f'class="bit-hover-cta" style="display:inline-flex;align-items:center;'
f'padding:6px 11px;background:var(--accent-amber);'
f'border:1px solid var(--accent-amber);color:var(--stone-950);'
f'text-decoration:none;font-family:var(--font-styrene);'
f'font-size:var(--text-sm);text-transform:uppercase;'
f'letter-spacing:var(--tracking-wide)">Backtest this model →</a>'
)
else:
backtest = ""
return f"""
<div data-bit="{a(emit('close'))}" style="position:fixed;inset:0;z-index:70;
background:rgba(10,10,8,0.55);display:flex;justify-content:flex-end;
animation:bitFade 0.3s ease">
<div role="dialog" aria-modal="true" aria-label="Model record: {a(model_id)}"
data-bit="{a(emit('noop'))}"
class="bit-scroll bit-drawer"
style="width:min(520px,100%);height:100%;overflow-y:auto;
background:var(--bg-panel);border-left:1px solid var(--border-strong);
animation:bitSlide 0.3s ease">
<div style="position:sticky;top:0;z-index:2;display:flex;align-items:center;
gap:8px;padding:9px 12px;background:var(--bg-raised);
border-bottom:1px solid var(--border-default)">
<span class="mono-data" style="font-size:var(--text-2xs);
color:var(--text-tertiary)">MODEL RECORD</span>
<span class="mono-data" style="font-size:var(--text-2xs);
color:{"var(--accent-amber-strong)" if verified else "var(--text-tertiary)"};
border:1px solid
{"var(--accent-amber-dim)" if verified else "var(--border-default)"};
padding:1px 5px">{"✓ VERIFIED BY BIT TRADING" if verified else "AUTO-INDEXED"}</span>
<button type="button" data-bit="{a(emit('close'))}" title="Close"
class="bit-hover-strong" style="margin-left:auto;background:transparent;
border:1px solid var(--border-default);color:var(--text-tertiary);
width:22px;height:22px;display:flex;align-items:center;
justify-content:center;cursor:pointer">{icon('close', '11px')}</button>
</div>
<div style="padding:12px;display:flex;flex-direction:column;gap:12px">
<div style="display:flex;align-items:flex-start;gap:10px">
<span class="mono-data" aria-hidden="true" style="flex:0 0 auto;width:34px;
height:34px;display:flex;align-items:center;justify-content:center;
background:{"var(--accent-amber)" if verified else "var(--stone-700)"};
color:{"var(--stone-950)" if verified else "var(--text-secondary)"};
font-size:11px">{e(fmt.initials(model_id))}</span>
<div style="min-width:0;flex:1 1 auto">
<div class="mono-data" style="font-size:var(--text-lg);
color:var(--text-primary);word-break:break-all">{e(model_id)}</div>
<div style="display:flex;gap:5px;flex-wrap:wrap;margin-top:5px">
<span style="flex:0 0 auto;white-space:nowrap;padding:1px 5px;
border:1px solid var(--border-default);color:var(--text-secondary);
font-family:var(--font-mono);font-size:var(--text-2xs)">
{e(task_glyph(row.get('task')))} {e(labels.get(row.get('task'), row.get('task')))}</span>
<span style="flex:0 0 auto;white-space:nowrap;padding:1px 5px;
border:1px solid var(--border-subtle);background:var(--bg-raised);
color:var(--text-secondary);font-family:var(--font-mono);
font-size:var(--text-2xs)">
{e(asset_glyph(row.get('asset_class')))} {e(assets.get(row.get('asset_class'), row.get('asset_class')))}</span>
<span style="flex:0 0 auto;white-space:nowrap;padding:1px 5px;
border:1px solid {lic_border};color:{lic_colour};
font-family:var(--font-mono);font-size:var(--text-2xs)">
{e(lic_glyph)} {e(row.get('license') or 'none')}</span>
</div>
</div>
</div>
<div style="color:var(--text-secondary);font-size:var(--text-xs);
line-height:var(--leading-normal);text-wrap:pretty;
border-left:2px solid var(--border-default);padding-left:8px">{e(summary)}</div>
<div style="display:grid;grid-template-columns:repeat(auto-fit,minmax(120px,1fr));
border:1px solid var(--border-default)">{_drawer_fields(row, index)}</div>
{_drawer_lineage(row, index)}
{_drawer_trend(row, index)}
{_drawer_notes(row)}
<div style="display:flex;gap:6px;flex-wrap:wrap">
<a href="https://huggingface.co/{a(model_id)}" target="_blank"
rel="noopener noreferrer" class="bit-hover-amber"
style="display:inline-flex;align-items:center;padding:6px 11px;
background:transparent;border:1px solid var(--border-default);
color:var(--text-secondary);text-decoration:none;
font-size:var(--text-xs)">View on HF ↗</a>
{backtest}
</div>
</div>
</div>
</div>"""
# --------------------------------------------------------------------------
# Page
# --------------------------------------------------------------------------
def page(index, state, view) -> str:
"""The whole page, assembled from one render pass over `view`.
`view` carries everything the renderers need that is derived rather than
stored -- the filtered rows, the hidden count, the trending list -- so
each section is a pure function of (index, state, view) and the filtering
runs once per request rather than once per section.
## No forced `vh` on the root
The root deliberately has no `min-height:100vh`. huggingface.co embeds a
Space in an `<iframe scrolling="no">` and sizes it from the app's reported
content height, so a root that forces its own height from `vh` feeds back:
iframe grows -> 100vh grows -> content reports taller -> iframe grows. It
ratchets, and the visitor sees a page that scrolls forever into empty
space. Measured here at 3890px against ~2100px of real content.
The canvas background is painted on `html, body` and `.gradio-container`
in bit_ui.theme instead, which is what the `100vh` was really for.
`theme.find_forced_vh()` and the test suite keep it out.
"""
selected = index.by_id.get(state.get("sel")) if state.get("sel") else None
matched = view.get("matched", len(view["rows"]))
truncated = view.get("truncated", 0)
# Derived defensively, like the counts: a caller that only cares about the
# table can pass `rows` and get a correct page with the shared nav.
from bit_ui import nav as bit_nav
navigation = view.get("nav") or bit_nav.DEFAULT_NAV
# Overlays. At most one is open at a time; the palette wins because ⌘K
# should always be reachable.
overlay = ""
if state.get("palette_open"):
overlay = palette.render(
state.get("palette_q") or "", view.get("palette_groups") or [], emit,
total_hint=f"{index.total:,} indexed",
)
elif state.get("soon_module"):
item = bit_nav.find(navigation, state["soon_module"])
overlay = dialogs.coming_soon(item, navigation, emit,
notice=state.get("notify_note", ""))
elif state.get("contact_open"):
overlay = dialogs.contact(navigation, state, emit)
elif selected:
overlay = drawer(selected, index)
return f"""
<div class="bit-atlas bit-app" data-theme="dark">
{bit_sidebar.render(navigation, active='Finance Atlas', emit=emit)}
<div style="flex:1 1 auto;min-width:0;display:flex;flex-direction:column">
{header(index, view['tape'])}
<main style="flex:1 1 auto;min-width:0;padding:12px;display:flex;
flex-direction:column;gap:12px">
{title_row(index, state, matched)}
{stat_band(index)}
<div class="bit-zones" style="display:flex;align-items:flex-start;gap:12px">
{filter_rail(index, state, view['hidden'])}
{model_table(index, state, view['rows'], view['hidden'],
matched=matched, truncated=truncated)}
{right_rail(index, state, view['trending'])}
</div>
{footer(index, view['links'])}
</main>
</div>
{overlay}
</div>"""
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