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Tabular Classification
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Tags:
economics
quantitative-finance
causal-inference
macroeconomics
housing-economics
market-microstructure
License:
| from __future__ import annotations | |
| import hashlib | |
| import io | |
| import json | |
| import os | |
| import zipfile | |
| from collections.abc import Iterator, Mapping | |
| from dataclasses import replace | |
| from datetime import date | |
| from decimal import Decimal | |
| from pathlib import Path | |
| import pyarrow as pa # type: ignore[import-untyped] | |
| import pytest | |
| import requests | |
| from microstructure.data.binance_archive import ( | |
| ArchiveDownloadLimits, | |
| BinanceArchiveClient, | |
| BinanceArchiveHTTPError, | |
| BinanceArchivePayloadError, | |
| DailyArchiveRequest, | |
| RetryPolicy, | |
| ) | |
| from microstructure.data.evidence_budget import EvidenceBudgetExceeded, RetainedEvidenceBudget | |
| from microstructure.data.schemas import ensure_schema | |
| from microstructure.provenance import sha256_file | |
| BASE_URL = "https://fixtures.invalid" | |
| DAY = date(2024, 1, 3) | |
| START_MS = 1_704_240_000_000 | |
| class _Response: | |
| def __init__( | |
| self, | |
| chunks: list[bytes], | |
| *, | |
| headers: Mapping[str, str] | None = None, | |
| status_code: int = 200, | |
| interrupt_after: int | None = None, | |
| final_url: str | None = None, | |
| ) -> None: | |
| self.chunks = chunks | |
| self.headers = dict(headers or {}) | |
| self.status_code = status_code | |
| self.interrupt_after = interrupt_after | |
| self.final_url = final_url | |
| self.url = "" | |
| self.closed = False | |
| self.chunk_sizes: list[int] = [] | |
| self.chunks_read = 0 | |
| def content(self) -> bytes: | |
| raise AssertionError("archive acquisition must not access response.content") | |
| def text(self) -> str: | |
| raise AssertionError("archive acquisition must not access response.text") | |
| def iter_content(self, *, chunk_size: int) -> Iterator[bytes]: | |
| self.chunk_sizes.append(chunk_size) | |
| for index, chunk in enumerate(self.chunks): | |
| if self.interrupt_after is not None and index == self.interrupt_after: | |
| raise requests.ConnectionError("fixture interrupted") | |
| self.chunks_read += 1 | |
| yield chunk | |
| def close(self) -> None: | |
| self.closed = True | |
| class _Session: | |
| def __init__(self, responses: list[_Response | requests.RequestException]) -> None: | |
| self.responses = responses | |
| self.calls: list[dict[str, object]] = [] | |
| def get(self, url: str, *, timeout: float, stream: bool) -> _Response: | |
| self.calls.append({"url": url, "timeout": timeout, "stream": stream}) | |
| response = self.responses.pop(0) | |
| if isinstance(response, requests.RequestException): | |
| raise response | |
| response.url = response.final_url or url | |
| return response | |
| def _request(*, archive_date: date = DAY) -> DailyArchiveRequest: | |
| return DailyArchiveRequest( | |
| symbol="BTCUSDT", | |
| date=archive_date, | |
| tick_size=Decimal("0.01"), | |
| lot_size=Decimal("0.0001"), | |
| ) | |
| def _limits( | |
| *, | |
| compressed: int = 1_000_000, | |
| uncompressed: int = 1_000_000, | |
| checksum: int = 4_096, | |
| chunk: int = 17, | |
| line: int = 16_384, | |
| ) -> ArchiveDownloadLimits: | |
| return ArchiveDownloadLimits( | |
| max_compressed_bytes=compressed, | |
| max_uncompressed_bytes=uncompressed, | |
| max_checksum_bytes=checksum, | |
| transfer_chunk_bytes=chunk, | |
| max_csv_line_bytes=line, | |
| ) | |
| def _row( | |
| aggregate_id: int, | |
| *, | |
| timestamp_ms: int, | |
| price: str = "42000.01", | |
| quantity: str = "0.0010", | |
| first_trade_id: int | None = None, | |
| last_trade_id: int | None = None, | |
| buyer_is_maker: str = "true", | |
| best_match: str = "true", | |
| ) -> bytes: | |
| first = aggregate_id * 2 if first_trade_id is None else first_trade_id | |
| last = first if last_trade_id is None else last_trade_id | |
| return ( | |
| f"{aggregate_id},{price},{quantity},{first},{last},{timestamp_ms}," | |
| f"{buyer_is_maker},{best_match}" | |
| ).encode() | |
| def _zip_bytes( | |
| content: bytes, | |
| *, | |
| member: str | None = None, | |
| extra_member: bool = False, | |
| ) -> bytes: | |
| request = _request() | |
| buffer = io.BytesIO() | |
| with zipfile.ZipFile(buffer, "w", compression=zipfile.ZIP_DEFLATED) as archive: | |
| archive.writestr(member or request.member_name, content) | |
| if extra_member: | |
| archive.writestr("unexpected.csv", b"x") | |
| return buffer.getvalue() | |
| def _responses( | |
| archive: bytes, | |
| *, | |
| expected_sha: str | None = None, | |
| checksum_body: bytes | None = None, | |
| archive_chunks: list[bytes] | None = None, | |
| archive_headers: Mapping[str, str] | None = None, | |
| ) -> tuple[_Session, _Response, _Response]: | |
| request = _request() | |
| official = expected_sha or hashlib.sha256(archive).hexdigest() | |
| checksum = checksum_body or f"{official} {request.archive_name}\n".encode() | |
| checksum_response = _Response([checksum], headers={"Content-Length": str(len(checksum))}) | |
| chunks = ( | |
| archive_chunks | |
| if archive_chunks is not None | |
| else [archive[index : index + 11] for index in range(0, len(archive), 11)] | |
| ) | |
| headers = dict( | |
| archive_headers if archive_headers is not None else {"Content-Length": str(len(archive))} | |
| ) | |
| archive_response = _Response(chunks, headers=headers) | |
| return _Session([checksum_response, archive_response]), checksum_response, archive_response | |
| def _acquire( | |
| tmp_path: Path, | |
| csv_content: bytes, | |
| *, | |
| member: str | None = None, | |
| extra_member: bool = False, | |
| limits: ArchiveDownloadLimits | None = None, | |
| ): | |
| archive = _zip_bytes(csv_content, member=member, extra_member=extra_member) | |
| session, _, _ = _responses(archive) | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=limits or _limits()) | |
| return acquired, session, archive | |
| def _retained_regular_file_bytes(root: Path) -> int: | |
| return sum(path.stat().st_size for path in root.rglob("*") if path.is_file()) | |
| def test_acquire_is_bounded_content_addressed_and_does_not_open_csv(tmp_path: Path) -> None: | |
| csv_content = ( | |
| b"\n".join( | |
| [ | |
| _row(10, timestamp_ms=START_MS), | |
| _row(11, timestamp_ms=START_MS + 1, buyer_is_maker="false"), | |
| _row(12, timestamp_ms=START_MS + 2), | |
| ] | |
| ) | |
| + b"\n" | |
| ) | |
| archive = _zip_bytes(csv_content) | |
| session, checksum_response, archive_response = _responses(archive) | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| timeout_seconds=7.5, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits(chunk=13)) | |
| digest = hashlib.sha256(archive).hexdigest() | |
| assert acquired.archive_artifact.path.name == _request().archive_name | |
| assert acquired.archive_artifact.sha256 == digest == acquired.upstream_sha256 | |
| assert acquired.archive_artifact.bytes == len(archive) | |
| assert acquired.declared_uncompressed_bytes == len(csv_content) | |
| assert acquired.archive_artifact.path.read_bytes() == archive | |
| assert acquired.checksum_artifact.path.name == f"{_request().archive_name}.CHECKSUM" | |
| checksum_manifest = json.loads(acquired.checksum_artifact.manifest_path.read_text()) | |
| assert checksum_manifest["source"] == "binance_spot_daily_aggtrades_archive_checksum" | |
| assert checksum_manifest["path"] == f"{_request().archive_name}.CHECKSUM" | |
| assert sha256_file(acquired.archive_artifact.manifest_path) == ( | |
| acquired.archive_artifact.manifest_sha256 | |
| ) | |
| manifest = json.loads(acquired.archive_artifact.manifest_path.read_text()) | |
| assert manifest["source"] == "binance_spot_daily_aggtrades_archive" | |
| assert manifest["path"] == _request().archive_name | |
| assert manifest["upstream_checksum_sha256"] == digest | |
| assert manifest["requested_range_ns"] == { | |
| "start": 1_704_240_000_000_000_000, | |
| "end_exclusive": 1_704_326_400_000_000_000, | |
| } | |
| assert [call["stream"] for call in session.calls] == [True, True] | |
| assert [call["timeout"] for call in session.calls] == [7.5, 7.5] | |
| assert checksum_response.closed and archive_response.closed | |
| assert archive_response.chunk_sizes == [13] | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_shared_evidence_budget_charges_every_success_artifact_exactly_once( | |
| tmp_path: Path, | |
| ) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS) + b"\n") | |
| session, _, _ = _responses(archive) | |
| budget = RetainedEvidenceBudget(tmp_path, limit_bytes=1_000_000) | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retained_evidence_budget=budget, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert acquired.archive_artifact.path.is_file() | |
| assert acquired.checksum_artifact.path.is_file() | |
| assert acquired.archive_artifact.manifest_path.is_file() | |
| assert acquired.checksum_artifact.manifest_path.is_file() | |
| assert budget.reserved_bytes == 0 | |
| assert budget.used_bytes == _retained_regular_file_bytes(tmp_path) | |
| def test_budgeted_content_reuse_releases_download_reservations_without_double_charge( | |
| tmp_path: Path, | |
| monkeypatch: pytest.MonkeyPatch, | |
| ) -> None: | |
| monkeypatch.setattr( | |
| "microstructure.data.binance_archive.utc_now_iso", | |
| lambda: "2026-08-07T00:00:00Z", | |
| ) | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS) + b"\n") | |
| first_session, _, _ = _responses(archive) | |
| budget = RetainedEvidenceBudget(tmp_path, limit_bytes=1_000_000) | |
| first = BinanceArchiveClient( | |
| session=first_session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retained_evidence_budget=budget, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| first_used = budget.used_bytes | |
| first_files = sorted( | |
| path.relative_to(tmp_path) for path in tmp_path.rglob("*") if path.is_file() | |
| ) | |
| second_session, _, _ = _responses(archive) | |
| second = BinanceArchiveClient( | |
| session=second_session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retained_evidence_budget=budget, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert second.archive_artifact.path == first.archive_artifact.path | |
| assert second.checksum_artifact.path == first.checksum_artifact.path | |
| assert second.archive_artifact.manifest_path == first.archive_artifact.manifest_path | |
| assert second.checksum_artifact.manifest_path == first.checksum_artifact.manifest_path | |
| assert budget.used_bytes == first_used == _retained_regular_file_bytes(tmp_path) | |
| assert budget.reserved_bytes == 0 | |
| assert sorted(path.relative_to(tmp_path) for path in tmp_path.rglob("*") if path.is_file()) == ( | |
| first_files | |
| ) | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_budgeted_retries_charge_one_duplicate_prefix_and_every_distinct_sidecar( | |
| tmp_path: Path, | |
| monkeypatch: pytest.MonkeyPatch, | |
| ) -> None: | |
| monkeypatch.setattr( | |
| "microstructure.data.binance_archive.utc_now_iso", | |
| lambda: "2026-08-07T00:00:00Z", | |
| ) | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS) + b"\n") | |
| _, checksum_response, archive_response = _responses(archive) | |
| first_interrupted = _Response( | |
| [archive[:12], archive[12:]], | |
| headers={"Content-Length": str(len(archive))}, | |
| interrupt_after=1, | |
| ) | |
| second_interrupted = _Response( | |
| [archive[:12], archive[12:]], | |
| headers={"Content-Length": str(len(archive))}, | |
| interrupt_after=1, | |
| ) | |
| session = _Session([checksum_response, first_interrupted, second_interrupted, archive_response]) | |
| budget = RetainedEvidenceBudget(tmp_path, limit_bytes=1_000_000) | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy(max_retries=2, base_delay_seconds=0.0), | |
| sleep=lambda _: None, | |
| random_value=lambda: 0.0, | |
| retained_evidence_budget=budget, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert len(list(tmp_path.rglob("*.zip.rejected"))) == 1 | |
| rejected_manifests = list(tmp_path.rglob("*.zip.rejected.manifest-*.json")) | |
| assert len(rejected_manifests) == 2 | |
| assert { | |
| json.loads(path.read_text())["response_headers"]["x-local-download-attempt"] | |
| for path in rejected_manifests | |
| } == {"1", "2"} | |
| assert budget.used_bytes == _retained_regular_file_bytes(tmp_path) | |
| assert budget.reserved_bytes == 0 | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_sidecar_budget_failure_rolls_back_new_body_and_all_reservations( | |
| tmp_path: Path, | |
| ) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS) + b"\n") | |
| session, checksum_response, archive_response = _responses(archive) | |
| checksum_bytes = sum(len(chunk) for chunk in checksum_response.chunks) | |
| budget = RetainedEvidenceBudget(tmp_path, limit_bytes=checksum_bytes) | |
| with pytest.raises(EvidenceBudgetExceeded, match="raw source manifest"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retained_evidence_budget=budget, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert checksum_response.closed | |
| assert archive_response.chunks_read == 0 | |
| assert budget.used_bytes == budget.reserved_bytes == 0 | |
| assert _retained_regular_file_bytes(tmp_path) == 0 | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_normalized_stream_is_one_shot_bounded_and_terminally_summarized( | |
| tmp_path: Path, | |
| ) -> None: | |
| csv_content = ( | |
| b"\n".join( | |
| [ | |
| _row(40, timestamp_ms=START_MS, quantity="0.0010"), | |
| _row(41, timestamp_ms=START_MS, buyer_is_maker="false"), | |
| _row(42, timestamp_ms=START_MS + 2, price="42000.02"), | |
| ] | |
| ) | |
| + b"\n" | |
| ) | |
| acquired, _, archive = _acquire(tmp_path, csv_content) | |
| stream = acquired.iter_normalized_batches(batch_rows=2) | |
| assert iter(stream) is stream | |
| with pytest.raises(RuntimeError, match="before full stream exhaustion"): | |
| _ = stream.summary | |
| batches = list(stream) | |
| assert [batch.num_rows for batch in batches] == [2, 1] | |
| for batch in batches: | |
| ensure_schema(batch, "trades") | |
| table = pa.Table.from_batches(batches) | |
| assert table.column("trade_id").to_pylist() == [40, 41, 42] | |
| assert table.column("event_ts_ns").to_pylist() == [ | |
| START_MS * 1_000_000, | |
| START_MS * 1_000_000, | |
| (START_MS + 2) * 1_000_000, | |
| ] | |
| assert table.column("price_ticks").to_pylist() == [4_200_001, 4_200_001, 4_200_002] | |
| assert table.column("quantity_lots").to_pylist() == [10, 10, 10] | |
| assert table.column("aggressor_side").to_pylist() == ["sell", "buy", "sell"] | |
| assert set(table.column("continuity_id").to_pylist()) == {"binance_spot:BTCUSDT:2024-01-03"} | |
| assert set(table.column("source_artifact_id").to_pylist()) == {acquired.archive_artifact.sha256} | |
| summary = stream.summary | |
| assert summary.rows == 3 | |
| assert summary.first_trade_id == 40 | |
| assert summary.last_trade_id == 42 | |
| assert summary.first_event_ts_ns == START_MS * 1_000_000 | |
| assert summary.last_event_ts_ns == (START_MS + 2) * 1_000_000 | |
| assert summary.expanded_bytes == len(csv_content) | |
| assert summary.compressed_bytes == len(archive) | |
| with pytest.raises(StopIteration): | |
| next(stream) | |
| def test_member_stream_hash_directory_and_rows_are_bound_to_one_open_fd( | |
| tmp_path: Path, | |
| monkeypatch: pytest.MonkeyPatch, | |
| ) -> None: | |
| official_csv = _row(1, timestamp_ms=START_MS, price="42000.01") + b"\n" | |
| malicious_csv = _row(1, timestamp_ms=START_MS, price="99999.99") + b"\n" | |
| assert len(official_csv) == len(malicious_csv) | |
| acquired, _, _ = _acquire(tmp_path, official_csv) | |
| acquired = replace(acquired, requires_member_open_guard=True) | |
| official_path = acquired.archive_artifact.path | |
| official_sha = acquired.archive_artifact.sha256 | |
| malicious_path = tmp_path / "malicious.zip" | |
| malicious_path.write_bytes(_zip_bytes(malicious_csv)) | |
| official_backup = tmp_path / "official-backup.zip" | |
| malicious_backup = tmp_path / "malicious-backup.zip" | |
| original_zipfile = zipfile.ZipFile | |
| swapped = False | |
| def swapping_zipfile(source: object, *args: object, **kwargs: object) -> zipfile.ZipFile: | |
| nonlocal swapped | |
| if not swapped: | |
| os.replace(official_path, official_backup) | |
| os.replace(malicious_path, official_path) | |
| swapped = True | |
| return original_zipfile(source, *args, **kwargs) # type: ignore[arg-type] | |
| def restore_and_verify_authority() -> None: | |
| os.replace(official_path, malicious_backup) | |
| os.replace(official_backup, official_path) | |
| assert sha256_file(official_path) == official_sha | |
| monkeypatch.setattr(zipfile, "ZipFile", swapping_zipfile) | |
| batches = list( | |
| acquired.iter_normalized_batches( | |
| batch_rows=1, | |
| before_member_open=restore_and_verify_authority, | |
| ) | |
| ) | |
| table = pa.Table.from_batches(batches) | |
| assert swapped is True | |
| assert table.column("price").to_pylist() == [42000.01] | |
| assert sha256_file(official_path) == official_sha | |
| def test_early_close_cannot_fabricate_summary(tmp_path: Path) -> None: | |
| content = b"\n".join([_row(1, timestamp_ms=START_MS), _row(2, timestamp_ms=START_MS + 1)]) | |
| acquired, _, _ = _acquire(tmp_path, content) | |
| stream = acquired.iter_normalized_batches(batch_rows=1) | |
| assert next(stream).num_rows == 1 | |
| stream.close() | |
| with pytest.raises(RuntimeError, match="before full stream exhaustion"): | |
| _ = stream.summary | |
| with pytest.raises(StopIteration): | |
| next(stream) | |
| def test_archive_body_ceiling_preserves_only_bounded_prefix(tmp_path: Path) -> None: | |
| csv_content = _row(1, timestamp_ms=START_MS) + b"\n" | |
| archive = _zip_bytes(csv_content) | |
| limit = max(1, len(archive) // 2) | |
| session, checksum_response, archive_response = _responses( | |
| archive, | |
| archive_chunks=[archive[:limit], archive[limit:]], | |
| archive_headers={}, | |
| ) | |
| client = BinanceArchiveClient(session=session, base_url=BASE_URL) # type: ignore[arg-type] | |
| with pytest.raises(BinanceArchivePayloadError, match="exceeds byte ceiling"): | |
| client.acquire( | |
| _request(), | |
| raw_root=tmp_path, | |
| limits=_limits(compressed=limit, chunk=limit), | |
| ) | |
| rejected = list(tmp_path.rglob("*.zip.rejected")) | |
| assert len(rejected) == 1 | |
| assert rejected[0].stat().st_size == limit | |
| assert rejected[0].read_bytes() == archive[:limit] | |
| assert checksum_response.closed and archive_response.closed | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_content_length_ceiling_rejects_without_reading_body(tmp_path: Path) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| session, _, archive_response = _responses( | |
| archive, | |
| archive_headers={"Content-Length": str(len(archive) + 1)}, | |
| ) | |
| with pytest.raises(BinanceArchivePayloadError, match="Content-Length"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits(compressed=len(archive))) | |
| assert archive_response.chunks_read == 0 | |
| rejected = list(tmp_path.rglob("*.zip.rejected")) | |
| assert len(rejected) == 1 and rejected[0].stat().st_size == 0 | |
| def test_interrupted_archive_stream_preserves_prefix_and_closes(tmp_path: Path) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| official = hashlib.sha256(archive).hexdigest() | |
| checksum = f"{official} {_request().archive_name}\n".encode() | |
| checksum_response = _Response([checksum], headers={"Content-Length": str(len(checksum))}) | |
| archive_response = _Response([archive[:12], archive[12:]], interrupt_after=1) | |
| session = _Session([checksum_response, archive_response]) | |
| with pytest.raises(BinanceArchiveHTTPError, match="interrupted after 12 bytes"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy(max_retries=0), | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| rejected = list(tmp_path.rglob("*.zip.rejected")) | |
| assert len(rejected) == 1 | |
| assert rejected[0].read_bytes() == archive[:12] | |
| assert archive_response.closed | |
| def test_retryable_503_is_evidenced_then_succeeds(tmp_path: Path) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| _, checksum_response, archive_response = _responses(archive) | |
| unavailable = _Response([], status_code=503) | |
| session = _Session([unavailable, checksum_response, archive_response]) | |
| delays: list[float] = [] | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy( | |
| max_retries=1, | |
| base_delay_seconds=4.0, | |
| max_delay_seconds=1.0, | |
| ), | |
| sleep=delays.append, | |
| random_value=lambda: 0.5, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert acquired.archive_artifact.path.read_bytes() == archive | |
| assert len(session.calls) == 3 | |
| assert unavailable.closed and checksum_response.closed and archive_response.closed | |
| assert delays == [0.5] | |
| rejected = list(tmp_path.rglob("*.CHECKSUM.rejected")) | |
| manifests = list(tmp_path.rglob("*.CHECKSUM.rejected.manifest-*.json")) | |
| assert len(rejected) == len(manifests) == 1 | |
| evidence = json.loads(manifests[0].read_text()) | |
| assert evidence["response_headers"]["x-local-download-attempt"] == "1" | |
| assert "HTTP 503" in evidence["response_headers"]["x-local-rejection-reason"] | |
| assert not session.responses | |
| def test_mid_body_interruption_retries_after_retaining_prefix_and_sidecar( | |
| tmp_path: Path, | |
| ) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| _, checksum_response, archive_response = _responses(archive) | |
| interrupted = _Response( | |
| [archive[:12], archive[12:]], | |
| headers={"Content-Length": str(len(archive))}, | |
| interrupt_after=1, | |
| ) | |
| session = _Session([checksum_response, interrupted, archive_response]) | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy(max_retries=1, base_delay_seconds=0.0), | |
| sleep=lambda _: None, | |
| random_value=lambda: 0.0, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| rejected = list(tmp_path.rglob("*.zip.rejected")) | |
| manifests = list(tmp_path.rglob("*.zip.rejected.manifest-*.json")) | |
| assert len(rejected) == len(manifests) == 1 | |
| assert rejected[0].read_bytes() == archive[:12] | |
| assert acquired.archive_artifact.path.read_bytes() == archive | |
| assert interrupted.closed and archive_response.closed | |
| assert not session.responses | |
| def test_429_honors_retry_after_and_closes_before_sleep(tmp_path: Path) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| _, checksum_response, archive_response = _responses(archive) | |
| throttled = _Response([], status_code=429, headers={"Retry-After": "2.75"}) | |
| session = _Session([throttled, checksum_response, archive_response]) | |
| delays: list[float] = [] | |
| def record_sleep(delay: float) -> None: | |
| assert throttled.closed | |
| delays.append(delay) | |
| def unexpected_random() -> float: | |
| raise AssertionError("valid Retry-After must bypass jitter") | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy(max_retries=1), | |
| sleep=record_sleep, | |
| random_value=unexpected_random, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert delays == [2.75] | |
| assert not session.responses | |
| def test_content_length_truncation_is_evidenced_and_retried(tmp_path: Path) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| _, checksum_response, archive_response = _responses(archive) | |
| truncated = _Response( | |
| [archive], | |
| headers={"Content-Length": str(len(archive) + 7)}, | |
| ) | |
| session = _Session([checksum_response, truncated, archive_response]) | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy(max_retries=1, base_delay_seconds=0.0), | |
| sleep=lambda _: None, | |
| random_value=lambda: 0.0, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| rejected = list(tmp_path.rglob("*.zip.rejected")) | |
| assert len(rejected) == 1 and rejected[0].read_bytes() == archive | |
| assert acquired.archive_artifact.path.read_bytes() == archive | |
| assert truncated.closed | |
| assert not session.responses | |
| def test_nonretryable_http_failures_stop_after_one_attempt( | |
| tmp_path: Path, | |
| failure_kind: str, | |
| ) -> None: | |
| if failure_kind == "404": | |
| failure = _Response([], status_code=404) | |
| message = "HTTP 404" | |
| else: | |
| failure = _Response([], final_url="https://redirect.invalid/archive") | |
| message = "redirected" | |
| session = _Session([failure]) | |
| delays: list[float] = [] | |
| with pytest.raises(BinanceArchiveHTTPError, match=message): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy(max_retries=3), | |
| sleep=delays.append, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert len(session.calls) == 1 | |
| assert not delays | |
| assert failure.closed | |
| manifests = list(tmp_path.rglob("*.CHECKSUM.rejected.manifest-*.json")) | |
| assert len(manifests) == 1 | |
| def test_retry_attempt_exhaustion_retains_evidence_for_every_connect_failure( | |
| tmp_path: Path, | |
| ) -> None: | |
| session = _Session( | |
| [ | |
| requests.ConnectionError("connect one"), | |
| requests.Timeout("connect two"), | |
| requests.ConnectionError("connect three"), | |
| ] | |
| ) | |
| delays: list[float] = [] | |
| with pytest.raises(BinanceArchiveHTTPError, match="failed before a response") as raised: | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| retry_policy=RetryPolicy( | |
| max_retries=2, | |
| base_delay_seconds=2.0, | |
| max_delay_seconds=3.0, | |
| ), | |
| sleep=delays.append, | |
| random_value=lambda: 0.5, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert delays == [1.0, 1.5] | |
| assert len(session.calls) == 3 | |
| assert any("exhausted 3" in note for note in raised.value.__notes__) | |
| rejected = list(tmp_path.rglob("*.CHECKSUM.rejected")) | |
| manifests = list(tmp_path.rglob("*.CHECKSUM.rejected.manifest-*.json")) | |
| assert len(rejected) == 1 | |
| assert len(manifests) == 3 | |
| attempts = sorted( | |
| json.loads(path.read_text())["response_headers"]["x-local-download-attempt"] | |
| for path in manifests | |
| ) | |
| assert attempts == ["1", "2", "3"] | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_official_checksum_mismatch_never_publishes_trusted_zip(tmp_path: Path) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| session, _, archive_response = _responses(archive, expected_sha="0" * 64) | |
| with pytest.raises(BinanceArchivePayloadError, match="official CHECKSUM"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert not list((tmp_path / "binance_spot" / "daily_agg_trades_archive").rglob("*.zip")) | |
| rejected = list(tmp_path.rglob("*.zip.rejected")) | |
| assert len(rejected) == 1 and rejected[0].read_bytes() == archive | |
| assert archive_response.closed | |
| def test_official_checksum_basename_is_immutable_across_conflicting_acquisitions( | |
| tmp_path: Path, | |
| ) -> None: | |
| first_archive = _zip_bytes(_row(1, timestamp_ms=START_MS)) | |
| first_session, _, _ = _responses(first_archive) | |
| first = BinanceArchiveClient( | |
| session=first_session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| second_archive = _zip_bytes(_row(2, timestamp_ms=START_MS + 1)) | |
| second_session, _, _ = _responses(second_archive) | |
| with pytest.raises(BinanceArchivePayloadError, match="official CHECKSUM basename collides"): | |
| BinanceArchiveClient( | |
| session=second_session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert first.archive_artifact.path.name == _request().archive_name | |
| assert first.archive_artifact.path.read_bytes() == first_archive | |
| assert len(second_session.calls) == 1 | |
| rejected = list(tmp_path.rglob("*.CHECKSUM.rejected")) | |
| expected_checksum = ( | |
| f"{hashlib.sha256(second_archive).hexdigest()} {_request().archive_name}\n".encode() | |
| ) | |
| assert len(rejected) == 1 and rejected[0].read_bytes() == expected_checksum | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_malformed_checksum_fails_before_archive_request(tmp_path: Path, checksum: bytes) -> None: | |
| response = _Response([checksum], headers={"Content-Length": str(len(checksum))}) | |
| session = _Session([response]) | |
| with pytest.raises(BinanceArchivePayloadError, match="CHECKSUM"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| assert len(session.calls) == 1 | |
| assert response.closed | |
| assert len(list(tmp_path.rglob("*.CHECKSUM"))) == 1 | |
| def test_zip_member_contract_is_fail_closed( | |
| tmp_path: Path, | |
| member: str | None, | |
| extra: bool, | |
| message: str, | |
| ) -> None: | |
| archive = _zip_bytes(_row(1, timestamp_ms=START_MS), member=member, extra_member=extra) | |
| session, _, _ = _responses(archive) | |
| with pytest.raises(BinanceArchivePayloadError, match=message): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| trusted = list(tmp_path.rglob("daily_agg_trades_archive/*/*/*.zip")) | |
| assert len(trusted) == 1 | |
| assert trusted[0].read_bytes() == archive | |
| def test_zip_local_and_central_member_names_must_agree(tmp_path: Path) -> None: | |
| archive = bytearray(_zip_bytes(_row(1, timestamp_ms=START_MS))) | |
| expected_name = _request().member_name.encode("ascii") | |
| local_name_offset = archive.find(expected_name) | |
| central_name_offset = archive.find(expected_name, local_name_offset + len(expected_name)) | |
| assert local_name_offset >= 0 and central_name_offset > local_name_offset | |
| archive[local_name_offset : local_name_offset + len(expected_name)] = b"x" * len(expected_name) | |
| response_bytes = bytes(archive) | |
| session, _, _ = _responses(response_bytes) | |
| with pytest.raises(BinanceArchivePayloadError, match="local member path/name"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(_request(), raw_root=tmp_path, limits=_limits()) | |
| def test_declared_uncompressed_size_ceiling_fails_before_csv_open(tmp_path: Path) -> None: | |
| content = _row(1, timestamp_ms=START_MS) + b"\n" | |
| archive = _zip_bytes(content) | |
| session, _, _ = _responses(archive) | |
| with pytest.raises(BinanceArchivePayloadError, match="uncompressed bytes"): | |
| BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire( | |
| _request(), | |
| raw_root=tmp_path, | |
| limits=_limits(uncompressed=len(content) - 1), | |
| ) | |
| def test_csv_shape_type_date_sequence_and_scale_contracts( | |
| tmp_path: Path, | |
| content: bytes, | |
| message: str, | |
| ) -> None: | |
| acquired, _, _ = _acquire(tmp_path, content) | |
| with pytest.raises(BinanceArchivePayloadError, match=message): | |
| list(acquired.iter_normalized_batches(batch_rows=2)) | |
| assert acquired.archive_artifact.path.is_file() | |
| assert not list(tmp_path.rglob(".download-*.tmp")) | |
| def test_csv_line_ceiling_is_enforced_during_expansion(tmp_path: Path) -> None: | |
| content = _row(1, timestamp_ms=START_MS) | |
| acquired, _, _ = _acquire(tmp_path, content, limits=_limits(line=8)) | |
| with pytest.raises(BinanceArchivePayloadError, match="CSV line exceeds"): | |
| list(acquired.iter_normalized_batches()) | |
| def test_archive_tampering_is_detected_before_csv_open(tmp_path: Path) -> None: | |
| acquired, _, _ = _acquire(tmp_path, _row(1, timestamp_ms=START_MS)) | |
| with acquired.archive_artifact.path.open("ab") as sink: | |
| sink.write(b"tamper") | |
| with pytest.raises(BinanceArchivePayloadError, match="bytes changed"): | |
| next(acquired.iter_normalized_batches()) | |
| def test_request_and_limit_validation() -> None: | |
| with pytest.raises(ValueError, match="uppercase"): | |
| DailyArchiveRequest("../btc", DAY, Decimal("0.01"), Decimal("0.001")) | |
| with pytest.raises(ValueError, match="tick_size"): | |
| DailyArchiveRequest("BTCUSDT", DAY, Decimal("0"), Decimal("0.001")) | |
| with pytest.raises(ValueError, match="byte limits"): | |
| _limits(compressed=0) | |
| with pytest.raises(ValueError, match="HTTPS origin"): | |
| BinanceArchiveClient(base_url="http://data.binance.vision/path") | |
| def test_microsecond_archive_timestamp_policy_from_2025(tmp_path: Path) -> None: | |
| archive_date = date(2025, 1, 1) | |
| request = _request(archive_date=archive_date) | |
| timestamp_us = 1_735_689_600_000_001 | |
| content = _row(1, timestamp_ms=timestamp_us) | |
| buffer = io.BytesIO() | |
| with zipfile.ZipFile(buffer, "w", compression=zipfile.ZIP_DEFLATED) as archive_file: | |
| archive_file.writestr(request.member_name, content) | |
| archive = buffer.getvalue() | |
| official = hashlib.sha256(archive).hexdigest() | |
| checksum = f"{official} {request.archive_name}\n".encode() | |
| session = _Session( | |
| [ | |
| _Response([checksum], headers={"Content-Length": str(len(checksum))}), | |
| _Response([archive], headers={"Content-Length": str(len(archive))}), | |
| ] | |
| ) | |
| acquired = BinanceArchiveClient( | |
| session=session, # type: ignore[arg-type] | |
| base_url=BASE_URL, | |
| ).acquire(request, raw_root=tmp_path, limits=_limits()) | |
| table = pa.Table.from_batches(list(acquired.iter_normalized_batches())) | |
| assert table.column("event_ts_ns").to_pylist() == [timestamp_us * 1_000] | |