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Running on Zero
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46f1a78 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 | """Phase 4 acceptance: extend flow, dedup, quota fallback, manifest atomicity.
Auth and GPU inference are both mocked, so these run offline and deterministically.
"""
from __future__ import annotations
import sys
import threading
from dataclasses import dataclass
from pathlib import Path
import numpy as np
import pandas as pd
import pytest
sys.path.insert(0, str(Path(__file__).resolve().parent.parent))
from src import config, extension, runtime
from src.extension import ExtensionError, add_model, estimate, extend_coverage
from src.store import SignalStore
@dataclass
class FakeProfile:
username: str
def ohlcv(n=900, start="2023-01-01", freq="D"):
rng = np.random.default_rng(4)
close = pd.Series(100 * np.exp(np.cumsum(rng.normal(0.0004, 0.02, n))))
ts = pd.date_range(start, periods=n, freq=freq, tz="UTC")
return pd.DataFrame({
"ts": ts, "open": close * 0.999, "high": close * 1.02,
"low": close * 0.98, "close": close, "volume": 1000.0, "source": "test",
})
@pytest.fixture
def wired(tmp_path, monkeypatch):
"""A fresh offline store wired into runtime, with GPU inference mocked."""
store = SignalStore(repo_id=None, local_root=tmp_path / "store", offline=True)
store.write_prices("BTC-USD", "1d", ohlcv())
monkeypatch.setattr(runtime, "_store", store, raising=False)
monkeypatch.setattr(runtime, "get_store", lambda: store)
monkeypatch.setattr(extension, "HAS_SPACES", True)
runtime.cache_clear()
calls = {"n": 0}
def fake_inference(model_id, family, values, ctx_len):
calls["n"] += 1
arr = np.asarray(values, dtype="float64")
last = arr[:, -1]
return {
"q10": (last * 0.97).tolist(), "q50": last.tolist(),
"q90": (last * 1.03).tolist(), "context_len": int(ctx_len),
"revision": "deadbeef", "inference_version": "1.0.0+test.deadbeef",
}
monkeypatch.setattr(extension, "run_inference", fake_inference)
return store, calls
# --------------------------------------------------------------------------
# Auth gating
# --------------------------------------------------------------------------
def test_anonymous_users_cannot_extend(wired):
html, _ = extension.extend_ui("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", profile=None)
assert "Sign in with Hugging Face" in html
assert "spends your own GPU quota" in html
def test_anonymous_users_cannot_add_models(wired):
html, _ = extension.add_model_ui("chronos", "amazon/chronos-bolt-small", profile=None)
assert "Sign in" in html
def test_signed_in_user_can_extend(wired):
store, calls = wired
html, cov = extension.extend_ui("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01",
profile=FakeProfile("alice"))
assert "Coverage extended by <b>@alice</b>" in html
assert calls["n"] == 1
assert not cov.empty
def test_contribution_is_attributed_to_the_user(wired):
store, _ = wired
extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="bob")
entries = store.load_manifest().find_signals(model_slug="chronos-bolt-small")
assert entries and entries[0].contributed_by == "bob"
# --------------------------------------------------------------------------
# Dedup — never recompute covered ranges
# --------------------------------------------------------------------------
def test_second_identical_request_recomputes_nothing(wired):
store, calls = wired
first = extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="alice")
assert "Coverage extended" in first
assert calls["n"] == 1
second = extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="alice")
assert "already covered" in second
assert calls["n"] == 1, "inference ran again for an already-covered range"
def test_estimate_reports_already_covered(wired):
extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="alice")
est = estimate("chronos-bolt-small", "BTC-USD", "1d", "2024-02-01", "2024-05-01")
assert est.already_covered
def test_estimate_counts_steps_for_an_uncovered_range(wired):
est = estimate("chronos-bolt-small", "BTC-USD", "1d", "2024-01-01", "2024-06-01")
assert est.steps > 0 and not est.already_covered
# --------------------------------------------------------------------------
# Guardrails
# --------------------------------------------------------------------------
def test_range_is_capped_per_timeframe(wired):
est = estimate("chronos-bolt-small", "BTC-USD", "1d", "2015-01-01", "2025-01-01")
assert est.capped
assert (est.end - est.start).days <= config.CAPS.max_days["1d"]
assert "cap" in est.note
def test_steps_never_exceed_the_per_run_ceiling(wired):
est = estimate("chronos-bolt-small", "BTC-USD", "1d", "2023-01-01", "2025-01-01")
assert est.steps <= config.CAPS.max_steps_per_run
@pytest.mark.parametrize("bad", [
("nope-model", "BTC-USD", "1d"),
("chronos-bolt-small", "DOGE-USD", "1d"),
("chronos-bolt-small", "BTC-USD", "3y"),
])
def test_unknown_selections_are_rejected(wired, bad):
with pytest.raises(ExtensionError):
estimate(bad[0], bad[1], bad[2], "2024-01-01", "2024-06-01")
def test_inverted_range_is_rejected(wired):
with pytest.raises(ExtensionError, match="start must be before end"):
estimate("chronos-bolt-small", "BTC-USD", "1d", "2024-06-01", "2024-01-01")
def test_extension_requires_existing_price_coverage(wired):
with pytest.raises(ExtensionError, match="No cached prices"):
estimate("chronos-bolt-small", "ETH-USD", "1d", "2024-01-01", "2024-06-01")
def test_add_model_rejects_hostile_ids(wired):
for bad in ("../../etc/passwd", "no-slash", "owner/name;rm -rf /"):
html = add_model("chronos", bad, username="alice")
assert "not a valid Hub model id" in html or "not allowed" in html
def test_add_model_rejects_families_off_the_allow_list(wired):
html = add_model("evil", "someone/backdoor", username="alice")
assert "not on the allow-list" in html
def test_add_model_smoke_test_registers_on_success(wired):
store, calls = wired
html = add_model("chronos", "amazon/chronos-bolt-small", username="carol")
assert "Smoke test passed" in html
assert calls["n"] == 1
slugs = {e.model_slug for e in store.load_manifest().signals.values()}
assert "chronos-bolt-small" in slugs
# --------------------------------------------------------------------------
# Quota exhaustion
# --------------------------------------------------------------------------
def test_quota_exhaustion_renders_the_duplicate_space_fallback(wired, monkeypatch):
def boom(*a, **k):
raise RuntimeError("ZeroGPU quota exceeded for this account")
monkeypatch.setattr(extension, "run_inference", boom)
html = extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="alice")
assert "quota is exhausted" in html
assert "duplicate=true" in html
@pytest.mark.parametrize("message", [
"GPU task aborted", "ZeroGPU quota exceeded", "No GPU available right now",
])
def test_quota_errors_are_recognised(message):
assert extension._is_quota_error(RuntimeError(message))
def test_ordinary_errors_are_not_mistaken_for_quota_errors(wired, monkeypatch):
monkeypatch.setattr(extension, "run_inference",
lambda *a, **k: (_ for _ in ()).throw(ValueError("bad tensor shape")))
html = extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="alice")
assert "quota" not in html.lower()
assert "bad tensor shape" in html
# --------------------------------------------------------------------------
# Manifest atomicity under concurrent writers
# --------------------------------------------------------------------------
def test_parallel_extensions_do_not_corrupt_the_manifest(wired):
"""Simulated parallel writers must leave a valid, complete manifest."""
store, calls = wired
store.write_prices("ETH-USD", "1d", ohlcv())
store.write_prices("SOL-USD", "1d", ohlcv())
targets = [("BTC-USD", "alice"), ("ETH-USD", "bob"), ("SOL-USD", "carol")]
errors: list[Exception] = []
barrier = threading.Barrier(len(targets))
def worker(asset, user):
try:
barrier.wait(timeout=10) # maximise overlap
extend_coverage("chronos-bolt-small", asset, "1d",
"2024-01-01", "2024-06-01", username=user)
except Exception as e:
errors.append(e)
threads = [threading.Thread(target=worker, args=t) for t in targets]
for t in threads:
t.start()
for t in threads:
t.join(timeout=60)
assert not errors, f"concurrent extensions raised: {errors}"
# Manifest must still validate and hold every contribution.
m = store.load_manifest(force=True)
m.validate()
assets = {e.asset for e in m.signals.values()}
assert assets == {"BTC-USD", "ETH-USD", "SOL-USD"}
contributors = {e.contributed_by for e in m.signals.values()}
assert contributors == {"alice", "bob", "carol"}
# And every referenced slice must actually exist and be readable.
for e in m.signals.values():
df = store.get_signals(e.model_slug, e.asset, e.timeframe)
assert not df.empty, f"manifest references an empty slice for {e.key}"
def test_repeated_parallel_requests_for_the_same_slice_run_inference_once(wired):
store, calls = wired
barrier = threading.Barrier(4)
def worker():
barrier.wait(timeout=10)
extend_coverage("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01", username="alice")
threads = [threading.Thread(target=worker) for _ in range(4)]
for t in threads:
t.start()
for t in threads:
t.join(timeout=60)
m = store.load_manifest(force=True)
m.validate()
entries = [e for e in m.signals.values() if e.asset == "BTC-USD"]
assert len(entries) == 1, "duplicate manifest entries for the same slice"
def test_write_lock_serialises_commits():
assert isinstance(extension._WRITE_LOCK, type(threading.Lock()))
# --------------------------------------------------------------------------
# CPU-only degradation
# --------------------------------------------------------------------------
def test_cpu_only_space_disables_extension_with_an_explanation(wired, monkeypatch):
monkeypatch.setattr(extension, "HAS_SPACES", False)
html, _ = extension.extend_ui("chronos-bolt-small", "BTC-USD", "1d",
"2024-01-01", "2024-06-01",
profile=FakeProfile("alice"))
assert "running on CPU" in html
assert "works normally" in html
def test_status_html_states_which_mode_the_space_is_in(monkeypatch):
monkeypatch.setattr(extension, "HAS_SPACES", True)
assert "ZEROGPU AVAILABLE" in extension.status_html()
monkeypatch.setattr(extension, "HAS_SPACES", False)
assert "CPU" in extension.status_html()
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