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economics
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import hashlib
import json
import zipfile
from datetime import UTC, date, datetime
from decimal import Decimal
from pathlib import Path
from typing import Any, cast
import pytest
from microstructure.data.binance_archive import (
AcquiredDailyArchive,
ArchiveDownloadLimits,
DailyArchiveRequest,
RawArchiveArtifact,
)
from microstructure.data.quality import ValidationReport
from microstructure.m8_config import M8Period, load_m8_config
from microstructure.m8_manifest import M8SymbolMetadata
from microstructure.m8_normalization import (
M8InsufficientDataError,
M8NormalizationError,
normalize_m8_archive,
)
def _sha(path: Path) -> str:
return hashlib.sha256(path.read_bytes()).hexdigest()
def _fixture(
tmp_path: Path,
*,
role: str,
gap_at: int | None = None,
) -> tuple[object, M8Period, M8SymbolMetadata, AcquiredDailyArchive, Path]:
project_root = Path(__file__).resolve().parents[1]
config = load_m8_config(project_root / "configs" / "m8_multidate_trade_study.toml")
study_date = date(2024, 1, 5) if role == "primary_test" else date(2024, 1, 3)
period = M8Period(date=study_date, role=role) # type: ignore[arg-type]
root = tmp_path / "input"
raw = root / "raw"
raw.mkdir(parents=True)
request = DailyArchiveRequest(
symbol="BTCUSDT",
date=study_date,
tick_size=Decimal("0.01"),
lot_size=Decimal("0.0001"),
)
start_ms = (
int(datetime(study_date.year, study_date.month, study_date.day, tzinfo=UTC).timestamp())
* 1_000
)
rows: list[str] = []
for index in range(180):
aggregate_id = 1000 + index + (1 if gap_at is not None and index >= gap_at else 0)
price = Decimal("100") + Decimal(index % 17) / Decimal("100")
rows.append(
f"{aggregate_id},{price:.2f},0.5000,{2000 + index},{2000 + index},"
f"{start_ms + index},{'true' if index % 2 else 'false'},true\n"
)
archive_path = raw / request.archive_name
with zipfile.ZipFile(archive_path, "w", compression=zipfile.ZIP_DEFLATED) as archive:
archive.writestr(request.member_name, "".join(rows).encode("ascii"))
archive_sha = _sha(archive_path)
archive_sidecar = raw / "archive.source.json"
archive_sidecar.write_text(
json.dumps({"downloaded_at_utc": "2026-08-07T00:00:00Z"}) + "\n",
encoding="utf-8",
)
checksum_path = raw / f"{request.archive_name}.CHECKSUM"
checksum_path.write_text(f"{archive_sha} {request.archive_name}\n", encoding="ascii")
checksum_sidecar = raw / "checksum.source.json"
checksum_sidecar.write_text("{}\n", encoding="utf-8")
archive_artifact = RawArchiveArtifact(
kind="archive_zip",
path=archive_path,
manifest_path=archive_sidecar,
sha256=archive_sha,
manifest_sha256=_sha(archive_sidecar),
bytes=archive_path.stat().st_size,
source_uri=(
f"https://data.binance.vision/data/spot/daily/aggTrades/BTCUSDT/{request.archive_name}"
),
)
checksum_artifact = RawArchiveArtifact(
kind="archive_checksum",
path=checksum_path,
manifest_path=checksum_sidecar,
sha256=_sha(checksum_path),
manifest_sha256=_sha(checksum_sidecar),
bytes=checksum_path.stat().st_size,
source_uri=f"{archive_artifact.source_uri}.CHECKSUM",
)
with zipfile.ZipFile(archive_path) as archive:
expanded = archive.getinfo(request.member_name).file_size
acquired = AcquiredDailyArchive(
request=request,
archive_artifact=archive_artifact,
checksum_artifact=checksum_artifact,
upstream_sha256=archive_sha,
declared_uncompressed_bytes=expanded,
limits=ArchiveDownloadLimits(
max_compressed_bytes=10_000_000,
max_uncompressed_bytes=10_000_000,
),
)
metadata = M8SymbolMetadata(
symbol="BTCUSDT",
status="TRADING",
tick_size=Decimal("0.01"),
lot_size=Decimal("0.0001"),
observed_ts_ns=1,
raw_path=raw / "unused-metadata.json",
raw_sha256="0" * 64,
raw_bytes=1,
source_uri="https://api.binance.com/api/v3/exchangeInfo?symbol=BTCUSDT",
source_manifest_path=raw / "unused-metadata-sidecar.json",
source_manifest_sha256="1" * 64,
source_manifest_bytes=1,
)
return config, period, metadata, acquired, root
def test_held_out_archive_requires_guard_before_stream_creation(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
config, period, metadata, acquired, root = _fixture(tmp_path, role="primary_test")
opened = 0
original = cast(Any, zipfile.ZipFile.open)
def spy(self: zipfile.ZipFile, *args: object, **kwargs: object) -> Any:
nonlocal opened
opened += 1
return original(self, *args, **kwargs)
monkeypatch.setattr(zipfile.ZipFile, "open", spy)
with pytest.raises(M8NormalizationError, match="lock-revalidation callback"):
normalize_m8_archive(config, period, metadata, acquired, root) # type: ignore[arg-type]
assert opened == 0
def test_primary_test_cannot_be_spoofed_as_train_to_bypass_guard(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
config, frozen_period, metadata, acquired, root = _fixture(
tmp_path,
role="primary_test",
)
spoofed_period = M8Period(date=frozen_period.date, role="train")
opened = 0
original = cast(Any, zipfile.ZipFile.open)
def spy(self: zipfile.ZipFile, *args: object, **kwargs: object) -> Any:
nonlocal opened
opened += 1
return original(self, *args, **kwargs)
monkeypatch.setattr(zipfile.ZipFile, "open", spy)
with pytest.raises(M8NormalizationError, match="exact frozen configuration entry"):
normalize_m8_archive(
config, # type: ignore[arg-type]
spoofed_period,
metadata,
acquired,
root,
)
assert opened == 0
def test_guard_runs_immediately_before_held_out_member_open(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
config, period, metadata, acquired, root = _fixture(tmp_path, role="primary_test")
events: list[str] = []
original = cast(Any, zipfile.ZipFile.open)
def spy(self: zipfile.ZipFile, *args: object, **kwargs: object) -> Any:
events.append("open")
return original(self, *args, **kwargs)
monkeypatch.setattr(zipfile.ZipFile, "open", spy)
result = normalize_m8_archive(
config, # type: ignore[arg-type]
period,
metadata,
acquired,
root,
before_member_open=lambda: events.append("guard"),
batch_rows=32,
)
assert events == ["guard", "open"]
assert result.entry.rows == 180
assert len(result.entry.normalized_parts) >= 1
def test_output_root_isolates_derived_evidence_from_raw_authority(tmp_path: Path) -> None:
config, period, metadata, acquired, raw_root = _fixture(tmp_path, role="train")
raw_before = {
path.relative_to(raw_root).as_posix(): _sha(path)
for path in raw_root.rglob("*")
if path.is_file()
}
derived_root = tmp_path / "normalized_input"
result = normalize_m8_archive(
config, # type: ignore[arg-type]
period,
metadata,
acquired,
raw_root,
output_root=derived_root,
batch_rows=32,
)
assert result.output_root == derived_root.resolve()
assert result.entry.normalized_dataset_manifest_path.is_relative_to(derived_root.resolve())
assert result.entry.quality_report_path.is_relative_to(derived_root.resolve())
assert all(
part.data_path.is_relative_to(derived_root.resolve())
and part.sidecar_path.is_relative_to(derived_root.resolve())
for part in result.entry.normalized_parts
)
assert raw_before == {
path.relative_to(raw_root).as_posix(): _sha(path)
for path in raw_root.rglob("*")
if path.is_file()
}
assert not (raw_root / "normalized").exists()
assert not (raw_root / "quality").exists()
def test_guard_failure_propagates_without_open_or_data_reclassification(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
config, period, metadata, acquired, root = _fixture(tmp_path, role="primary_test")
opened = 0
original = cast(Any, zipfile.ZipFile.open)
def spy(self: zipfile.ZipFile, *args: object, **kwargs: object) -> Any:
nonlocal opened
opened += 1
return original(self, *args, **kwargs)
class GuardFailure(RuntimeError):
pass
def rejected() -> None:
raise GuardFailure("lock changed")
monkeypatch.setattr(zipfile.ZipFile, "open", spy)
with pytest.raises(GuardFailure, match="lock changed"):
normalize_m8_archive(
config, # type: ignore[arg-type]
period,
metadata,
acquired,
root,
before_member_open=rejected,
)
assert opened == 0
def test_gap_after_lock_is_typed_insufficient_data(tmp_path: Path) -> None:
config, period, metadata, acquired, root = _fixture(
tmp_path,
role="primary_test",
gap_at=17,
)
guarded = False
def guard() -> None:
nonlocal guarded
guarded = True
with pytest.raises(M8InsufficientDataError, match="noncontiguous") as raised:
normalize_m8_archive(
config, # type: ignore[arg-type]
period,
metadata,
acquired,
root,
before_member_open=guard,
batch_rows=8,
)
assert guarded is True
assert raised.value.failure_kind == "PAYLOAD_OR_CONTINUITY"
assert raised.value.evidence_completion == "PARTIAL_STREAM"
assert raised.value.completed_evidence is None
@pytest.mark.parametrize(
"failure",
[OSError("disk full"), ValueError("writer implementation failure")],
)
def test_parquet_system_failures_are_not_reclassified_as_insufficient_data(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
failure: Exception,
) -> None:
config, period, metadata, acquired, root = _fixture(tmp_path, role="train")
def fail_write(*_args: object, **_kwargs: object) -> Any:
raise failure
import microstructure.m8_normalization as normalization_module
monkeypatch.setattr(normalization_module, "write_partitioned_parquet", fail_write)
with pytest.raises(type(failure), match=str(failure)) as raised:
normalize_m8_archive(
config, # type: ignore[arg-type]
period,
metadata,
acquired,
root,
)
assert not isinstance(raised.value, M8InsufficientDataError)
def test_quality_report_permission_failure_is_not_insufficient_data(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
config, period, metadata, acquired, root = _fixture(tmp_path, role="train")
def fail_report_write(self: ValidationReport, path: str | Path) -> None:
del self, path
raise PermissionError("quality report is read-only")
monkeypatch.setattr(ValidationReport, "write_json", fail_report_write)
with pytest.raises(PermissionError, match="quality report is read-only") as raised:
normalize_m8_archive(
config, # type: ignore[arg-type]
period,
metadata,
acquired,
root,
batch_rows=32,
)
assert not isinstance(raised.value, M8InsufficientDataError)
|