Datasets:
File size: 2,665 Bytes
36fd533 | 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 | """Check the public package's content and integrity: uv run --with pyarrow python verify.py."""
import hashlib
import json
from collections import Counter
from pathlib import Path
import pyarrow.parquet as pq
def main():
root = Path(__file__).resolve().parent
manifest = json.loads((root / "MANIFEST.json").read_text())
assert manifest["rows"] == 126
assert manifest["columns"] == [
"id",
"source",
"values",
"labels",
"train_end",
"original_sha256",
"labels_corrected",
]
corrections = json.loads((root / "CORRECTIONS.json").read_text())
changes = {row["id"]: row for row in corrections["changes"]}
assert len(changes) == 23
mappings = json.loads((root / "source-mappings.json").read_text())
assert len(mappings) == 24 and set(changes) <= {row["id"] for row in mappings}
counts, seen = Counter(), set()
for name, info in manifest["files"].items():
path = root / name
with path.open("rb") as stream:
assert hashlib.file_digest(stream, "sha256").hexdigest() == info["sha256"]
table = pq.read_table(path)
assert table.column_names == manifest["columns"]
assert table.num_rows == info["rows"]
points = train_unknown = test_unknown = 0
for row in table.to_pylist():
ident = row["id"]
assert ident not in seen
seen.add(ident)
counts[row["source"]] += 1
values, labels, corrected = (
row["values"],
row["labels"],
row["labels_corrected"],
)
end = row["train_end"]
assert 0 < end < len(values) == len(labels) == len(corrected)
expected = labels.copy()
if ident in changes:
assert changes[ident]["source"] == row["source"]
for start, stop in changes[ident]["ranges"]:
assert 0 <= start < stop <= len(labels)
expected[start:stop] = [None] * (stop - start)
assert corrected == expected
points += len(values)
train_unknown += sum(y is None for y in corrected[:end])
test_unknown += sum(y is None for y in corrected[end:])
assert (points, train_unknown, test_unknown) == (
info["points"],
info["train_unknown"],
info["test_unknown"],
)
assert len(seen) == 126 and set(changes) <= seen
assert dict(sorted(counts.items())) == manifest["sources"]
print(f"Verified {len(seen)} series from {len(counts)} sources")
if __name__ == "__main__":
main()
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