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1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 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 | """Public Binance Spot market-data adapters; no authenticated/trading endpoints."""
from __future__ import annotations
import asyncio
import hashlib
import json
import os
import random
import tempfile
import time
from collections.abc import AsyncIterator, Callable, Iterator, Mapping
from contextlib import nullcontext
from dataclasses import dataclass
from decimal import Decimal, InvalidOperation
from enum import StrEnum
from pathlib import Path
from typing import Any, Literal, Protocol, cast
import pyarrow as pa # type: ignore[import-untyped]
import requests
import websockets
from websockets.exceptions import WebSocketException
from microstructure.data.book import BookSnapshot, DepthDelta
from microstructure.data.evidence_budget import RetainedEvidenceBudget
from microstructure.data.schemas import SCHEMA_VERSION, get_schema, table_from_records
from microstructure.data.storage import write_source_manifest
from microstructure.provenance import sha256_file
_NS_PER_MILLISECOND = 1_000_000
_NS_PER_MICROSECOND = 1_000
class BinanceError(RuntimeError):
"""Base error for public Binance market-data collection."""
class BinanceHTTPError(BinanceError):
"""Raised when a public market-data GET cannot be completed safely."""
def __init__(
self,
message: str,
*,
status_code: int | None = None,
retry_exhausted: bool = False,
) -> None:
super().__init__(message)
self.status_code = status_code
self.retry_exhausted = retry_exhausted
class BinancePayloadError(BinanceError):
"""Raised when Binance returns malformed or scale-incompatible data."""
def __init__(self, message: str, *, transient: bool = False) -> None:
super().__init__(message)
self.transient = transient
class BinanceMetadataContractError(BinancePayloadError):
"""A bounded exchangeInfo response violates the declared metadata contract."""
class BinanceResponseSizeLimitError(BinancePayloadError):
"""A public response violates its frozen body-size contract."""
@dataclass(frozen=True, slots=True)
class RetryPolicy:
max_retries: int = 5
base_delay_seconds: float = 0.5
max_delay_seconds: float = 30.0
def __post_init__(self) -> None:
if self.max_retries < 0:
raise ValueError("max_retries must not be negative")
if self.base_delay_seconds < 0.0 or self.max_delay_seconds < 0.0:
raise ValueError("retry delays must not be negative")
@dataclass(frozen=True, slots=True)
class RawPage:
path: Path
manifest_path: Path
sha256: str
request_uri: str
row_count: int
@dataclass(frozen=True, slots=True)
class BinanceDownloadResult:
trades: pa.Table
raw_pages: tuple[RawPage, ...]
requested_start_ns: int
requested_end_ns: int
complete_range: bool
class BinanceTradeStreamStopReason(StrEnum):
"""Why a normally exhausted historical-trade stream stopped."""
EMPTY_PAGE = "empty_page"
SHORT_PAGE = "short_page"
RANGE_END = "range_end"
EVENT_CAP = "event_cap"
@dataclass(frozen=True, slots=True)
class BinanceTradeStreamSummary:
"""Constant-size terminal metadata for a historical-trade stream."""
requested_start_ns: int
requested_end_ns: int
rows_yielded: int
raw_page_count: int
stop_reason: BinanceTradeStreamStopReason
complete_range: bool
last_raw_page: RawPage | None
@dataclass(frozen=True, slots=True)
class CapturedDepth:
raw_payload: str
delta: DepthDelta
@dataclass(frozen=True, slots=True)
class RawDepthFrame:
"""One exact websocket frame timestamped before UTF-8/JSON normalization."""
payload: bytes
was_text: bool
received_ts_ns: int
capture_seq: int
continuity_id: str
@dataclass(frozen=True, slots=True)
class SymbolMetadata:
"""Public symbol filters captured before tick/lot normalization."""
venue: str
symbol: str
status: str
base_asset: str
quote_asset: str
tick_size: Decimal
lot_size: Decimal
min_price: Decimal
max_price: Decimal
min_quantity: Decimal
max_quantity: Decimal
observed_ts_ns: int
source_artifact_id: str
source_path: Path
source_manifest_path: Path
class _WebSocketConnection(Protocol):
def __aiter__(self) -> AsyncIterator[str | bytes]: ...
class _WebSocketContext(Protocol):
async def __aenter__(self) -> _WebSocketConnection: ...
async def __aexit__(
self,
exc_type: type[BaseException] | None,
exc_value: BaseException | None,
traceback: object | None,
) -> bool | None: ...
ConnectFactory = Callable[[str], _WebSocketContext]
RawDepthFrameCallback = Callable[[RawDepthFrame], None]
def _scaled_integer(value: str | Decimal, quantum: Decimal, label: str) -> int:
try:
decimal_value = value if isinstance(value, Decimal) else Decimal(value)
scaled = decimal_value / quantum
except (InvalidOperation, ZeroDivisionError) as exc:
raise BinancePayloadError(f"invalid {label}: {value!r}") from exc
integral = scaled.to_integral_value()
if scaled != integral:
raise BinancePayloadError(
f"{label} {decimal_value} is not aligned to configured scale {quantum}"
)
return int(integral)
def _event_timestamp_ns(value: int, unit: Literal["ms", "us"]) -> int:
if value < 0:
raise BinancePayloadError("event timestamp must not be negative")
return value * (_NS_PER_MILLISECOND if unit == "ms" else _NS_PER_MICROSECOND)
def _safe_response_headers(headers: Mapping[str, str]) -> dict[str, str]:
allowed = {"content-length", "content-type", "etag", "last-modified", "retry-after"}
return {
str(key): str(value)
for key, value in headers.items()
if key.lower() in allowed or key.lower().startswith("x-mbx-used-weight")
}
def _close_response(response: object) -> None:
close = getattr(response, "close", None)
if callable(close):
cast(Callable[[], object], close)()
def _fsync_directory(path: Path) -> None:
descriptor = os.open(path, os.O_RDONLY)
try:
os.fsync(descriptor)
finally:
os.close(descriptor)
class BinancePublicClient:
"""Retrying client for market-data-only GET endpoints."""
def __init__(
self,
*,
base_url: str = "https://data-api.binance.vision",
timeout_seconds: float = 30.0,
retry_policy: RetryPolicy | None = None,
session: requests.Session | None = None,
sleep: Callable[[float], None] = time.sleep,
random_value: Callable[[], float] = random.random,
max_response_bytes: int = 8 * 1024 * 1024,
retained_evidence_budget: RetainedEvidenceBudget | None = None,
) -> None:
if max_response_bytes < 1:
raise ValueError("max_response_bytes must be positive")
self.base_url = base_url.rstrip("/")
self.timeout_seconds = timeout_seconds
self.retry_policy = retry_policy or RetryPolicy()
self.session = session or requests.Session()
self._sleep = sleep
self._random_value = random_value
self.max_response_bytes = max_response_bytes
self.retained_evidence_budget = retained_evidence_budget
def _session_get(
self,
url: str,
params: Mapping[str, str | int],
*,
stream_response: bool,
) -> requests.Response:
if not stream_response:
return self.session.get(url, params=params, timeout=self.timeout_seconds)
try:
return self.session.get(
url,
params=params,
timeout=self.timeout_seconds,
stream=True,
)
except TypeError as exc:
# Older injected test sessions may implement only the original
# three-argument boundary. Production requests.Session accepts
# ``stream`` and therefore always takes the bounded transport path.
if "unexpected keyword argument 'stream'" not in str(exc):
raise
return self.session.get(url, params=params, timeout=self.timeout_seconds)
def _request(
self,
path: str,
params: Mapping[str, str | int],
*,
stream_response: bool = False,
) -> requests.Response:
url = f"{self.base_url}{path}"
last_error: BaseException | None = None
for attempt in range(self.retry_policy.max_retries + 1):
response: requests.Response | None = None
try:
response = self._session_get(
url,
params,
stream_response=stream_response,
)
except requests.RequestException as exc:
last_error = exc
retryable = True
else:
if response.status_code == 200:
return response
retryable = response.status_code in {408, 418, 429} or response.status_code >= 500
response_detail = (
"response body intentionally not materialized"
if stream_response
else response.text[:200]
)
last_error = BinanceHTTPError(
f"GET {response.url} returned HTTP {response.status_code}: {response_detail}",
status_code=response.status_code,
)
if not retryable:
_close_response(response)
raise last_error
if not retryable or attempt >= self.retry_policy.max_retries:
if response is not None:
_close_response(response)
break
retry_after: float | None = None
if response is not None and response.status_code in {418, 429}:
raw_retry_after = response.headers.get("Retry-After")
if raw_retry_after is not None:
try:
retry_after = max(0.0, float(raw_retry_after))
except ValueError:
retry_after = None
exponential_cap = min(
self.retry_policy.max_delay_seconds,
self.retry_policy.base_delay_seconds * (2**attempt),
)
delay = (
retry_after if retry_after is not None else exponential_cap * self._random_value()
)
if response is not None:
_close_response(response)
self._sleep(delay)
status_code = last_error.status_code if isinstance(last_error, BinanceHTTPError) else None
raise BinanceHTTPError(
f"public Binance GET failed after {self.retry_policy.max_retries + 1} attempts",
status_code=status_code,
retry_exhausted=True,
) from last_error
def _bounded_request_body(
self,
path: str,
params: Mapping[str, str | int],
*,
raw_root: Path,
rejected_dataset: str,
symbol: str,
requested_start_ns: int | None,
requested_end_ns: int | None,
max_response_bytes: int | None = None,
) -> tuple[bytes, str, dict[str, str], int]:
"""Read one bounded body, retrying recoverable transport interruptions.
Every interrupted attempt is persisted before retry. Payload/size
violations remain non-retryable because another identical response is
not evidence of a transient network failure.
"""
byte_ceiling = max_response_bytes or self.max_response_bytes
for attempt in range(self.retry_policy.max_retries + 1):
response = self._request(path, params, stream_response=True)
observed_ts_ns = time.time_ns()
request_uri = str(response.url)
response_headers = _safe_response_headers(response.headers)
bounded_body = _read_bounded_response_body(
response,
max_response_bytes=byte_ceiling,
)
if bounded_body.error_message is None:
return (
bounded_body.content,
request_uri,
response_headers,
observed_ts_ns,
)
rejected_headers = _rejected_response_headers(response_headers, bounded_body)
rejected_headers["x-local-body-attempt"] = str(attempt + 1)
_write_raw_response(
bounded_body.content,
raw_root=raw_root,
dataset=rejected_dataset,
symbol=symbol,
request_uri=request_uri,
downloaded_at_utc=_iso_from_ns(observed_ts_ns),
requested_start_ns=requested_start_ns,
requested_end_ns=requested_end_ns,
response_headers=rejected_headers,
retained_evidence_budget=self.retained_evidence_budget,
)
if not bounded_body.retryable or attempt >= self.retry_policy.max_retries:
if bounded_body.retryable:
raise BinancePayloadError(bounded_body.error_message, transient=True)
raise BinanceResponseSizeLimitError(bounded_body.error_message)
exponential_cap = min(
self.retry_policy.max_delay_seconds,
self.retry_policy.base_delay_seconds * (2**attempt),
)
self._sleep(exponential_cap * self._random_value())
raise AssertionError("bounded response retry loop exhausted without a terminal result")
def fetch_exchange_info(self, *, symbol: str, raw_root: str | Path) -> SymbolMetadata:
"""Fetch public symbol status and exact PRICE_FILTER/LOT_SIZE scales."""
symbol = symbol.upper()
content, request_uri, response_headers, observed_ts_ns = self._bounded_request_body(
"/api/v3/exchangeInfo",
{"symbol": symbol},
raw_root=Path(raw_root),
rejected_dataset="exchange_info_rejected",
symbol=symbol,
requested_start_ns=None,
requested_end_ns=None,
)
raw_page = _write_raw_response(
content,
raw_root=Path(raw_root),
dataset="exchange_info",
symbol=symbol,
request_uri=request_uri,
downloaded_at_utc=_iso_from_ns(observed_ts_ns),
requested_start_ns=None,
requested_end_ns=None,
response_headers=response_headers,
retained_evidence_budget=self.retained_evidence_budget,
)
try:
payload = cast(dict[str, Any], json.loads(content))
symbols = cast(list[dict[str, Any]], payload["symbols"])
if len(symbols) != 1 or str(symbols[0]["symbol"]).upper() != symbol:
raise BinanceMetadataContractError(
"exchangeInfo did not return exactly the requested symbol"
)
item = symbols[0]
filters = {
str(value["filterType"]): value
for value in cast(list[dict[str, Any]], item["filters"])
}
price_filter = filters["PRICE_FILTER"]
lot_filter = filters["LOT_SIZE"]
tick_size = Decimal(str(price_filter["tickSize"]))
lot_size = Decimal(str(lot_filter["stepSize"]))
if tick_size <= 0 or lot_size <= 0:
raise BinanceMetadataContractError(
"exchangeInfo returned a nonpositive tick or lot size"
)
return SymbolMetadata(
venue="binance_spot",
symbol=symbol,
status=str(item["status"]),
base_asset=str(item["baseAsset"]),
quote_asset=str(item["quoteAsset"]),
tick_size=tick_size,
lot_size=lot_size,
min_price=Decimal(str(price_filter["minPrice"])),
max_price=Decimal(str(price_filter["maxPrice"])),
min_quantity=Decimal(str(lot_filter["minQty"])),
max_quantity=Decimal(str(lot_filter["maxQty"])),
observed_ts_ns=observed_ts_ns,
source_artifact_id=raw_page.sha256,
source_path=raw_page.path,
source_manifest_path=raw_page.manifest_path,
)
except (BinanceMetadataContractError, BinanceResponseSizeLimitError):
raise
except BinancePayloadError as exc:
if exc.transient:
raise
raise BinanceMetadataContractError(str(exc)) from exc
except (InvalidOperation, KeyError, TypeError, ValueError) as exc:
raise BinanceMetadataContractError("malformed Binance exchangeInfo response") from exc
def fetch_depth_snapshot(
self,
*,
symbol: str,
raw_root: str | Path,
continuity_id: str,
tick_size: Decimal | None = None,
lot_size: Decimal | None = None,
limit: int = 5000,
) -> BookSnapshot:
"""Fetch a public REST anchor; it intentionally has no exchange event time."""
if limit not in {5, 10, 20, 50, 100, 500, 1000, 5000}:
raise ValueError("unsupported Binance depth snapshot limit")
symbol = symbol.upper()
if (tick_size is None) != (lot_size is None):
raise ValueError("tick_size and lot_size must be supplied together")
if tick_size is None or lot_size is None:
metadata = self.fetch_exchange_info(symbol=symbol, raw_root=raw_root)
tick_size = metadata.tick_size
lot_size = metadata.lot_size
request_ts_ns = time.time_ns()
content, request_uri, response_headers, received_ts_ns = self._bounded_request_body(
"/api/v3/depth",
{"symbol": symbol, "limit": limit},
raw_root=Path(raw_root),
rejected_dataset="depth_snapshots_rejected",
symbol=symbol,
requested_start_ns=None,
requested_end_ns=None,
)
raw_page = _write_raw_response(
content,
raw_root=Path(raw_root),
dataset="depth_snapshots",
symbol=symbol,
request_uri=request_uri,
downloaded_at_utc=_iso_from_ns(received_ts_ns),
requested_start_ns=None,
requested_end_ns=None,
response_headers=response_headers,
retained_evidence_budget=self.retained_evidence_budget,
)
try:
payload = cast(dict[str, Any], json.loads(content))
bids = tuple(
(
_scaled_integer(str(item[0]), tick_size, "bid price"),
_scaled_integer(str(item[1]), lot_size, "bid quantity"),
)
for item in payload["bids"]
)
asks = tuple(
(
_scaled_integer(str(item[0]), tick_size, "ask price"),
_scaled_integer(str(item[1]), lot_size, "ask quantity"),
)
for item in payload["asks"]
)
last_update_id = int(payload["lastUpdateId"])
except (KeyError, TypeError, ValueError) as exc:
raise BinancePayloadError("malformed Binance depth snapshot") from exc
return BookSnapshot(
venue="binance_spot",
symbol=symbol,
snapshot_id=raw_page.sha256,
request_ts_ns=request_ts_ns,
received_ts_ns=received_ts_ns,
available_ts_ns=received_ts_ns,
continuity_id=continuity_id,
last_update_id=last_update_id,
depth_limit=limit,
bids=bids,
asks=asks,
tick_size=float(tick_size),
lot_size=float(lot_size),
source_artifact_id=raw_page.sha256,
)
@dataclass(frozen=True, slots=True)
class _ParsedAggregateTrade:
aggregate_id: int
first_trade_id: int
last_trade_id: int
event_ts_ns: int
price: Decimal
quantity: Decimal
buyer_is_maker: bool
def _response_header(headers: Mapping[str, str], name: str) -> str | None:
normalized_name = name.lower()
for key, value in headers.items():
if str(key).lower() == normalized_name:
return str(value)
return None
@dataclass(frozen=True, slots=True)
class _BoundedResponseBody:
content: bytes
error_message: str | None
observed_bytes_lower_bound: int
retryable: bool = False
def _rejected_response_headers(
response_headers: Mapping[str, str],
body: _BoundedResponseBody,
) -> dict[str, str]:
"""Describe a bounded rejected response in its immutable raw sidecar."""
result = dict(response_headers)
result.update(
{
"x-local-capture-status": (
"rejected_partial_response" if body.content else "rejected_headers_only"
),
"x-local-captured-bytes": str(len(body.content)),
"x-local-observed-bytes-lower-bound": str(body.observed_bytes_lower_bound),
"x-local-rejection-reason": body.error_message or "unknown",
}
)
return result
def _read_bounded_response_body(
response: requests.Response,
*,
max_response_bytes: int,
) -> _BoundedResponseBody:
"""Read one response with a hard prefix bound on the production transport.
A real ``requests.Response`` exposes ``iter_content`` and is consumed a
chunk at a time. Injected legacy test responses without that method fall
back to their already-materialized ``content`` attribute for compatibility.
"""
headers = response.headers
declared = _response_header(headers, "content-length")
try:
if declared is not None:
try:
declared_size = int(declared)
except ValueError:
return _BoundedResponseBody(
content=b"",
error_message="aggregate-trade response has invalid Content-Length",
observed_bytes_lower_bound=0,
)
if declared_size < 0:
return _BoundedResponseBody(
content=b"",
error_message="aggregate-trade response has invalid Content-Length",
observed_bytes_lower_bound=0,
)
if declared_size > max_response_bytes:
return _BoundedResponseBody(
content=b"",
error_message=(
"aggregate-trade response Content-Length exceeded the response-byte ceiling"
),
observed_bytes_lower_bound=0,
)
iter_content = getattr(response, "iter_content", None)
if callable(iter_content):
chunks: list[bytes] = []
captured_bytes = 0
chunk_size = min(64 * 1024, max_response_bytes + 1)
iterator = cast(
Callable[..., Iterator[object]],
iter_content,
)
try:
for raw_chunk in iterator(chunk_size=chunk_size):
if not raw_chunk:
continue
if not isinstance(raw_chunk, bytes):
return _BoundedResponseBody(
content=b"".join(chunks),
error_message=(
"aggregate-trade response yielded a non-bytes body chunk"
),
observed_bytes_lower_bound=captured_bytes,
)
remaining = max_response_bytes - captured_bytes
if len(raw_chunk) > remaining:
if remaining:
chunks.append(raw_chunk[:remaining])
return _BoundedResponseBody(
content=b"".join(chunks),
error_message=(
"aggregate-trade response body exceeded the response-byte ceiling"
),
observed_bytes_lower_bound=captured_bytes + len(raw_chunk),
)
chunks.append(raw_chunk)
captured_bytes += len(raw_chunk)
except requests.RequestException as exc:
return _BoundedResponseBody(
content=b"".join(chunks),
error_message=(
"aggregate-trade response body was interrupted after "
f"{captured_bytes} bytes: {type(exc).__name__}"
),
observed_bytes_lower_bound=captured_bytes,
retryable=True,
)
return _BoundedResponseBody(
content=b"".join(chunks),
error_message=None,
observed_bytes_lower_bound=captured_bytes,
)
# Compatibility path for minimal injected responses. This is not used
# by requests.Response and therefore is not the production transport.
content = bytes(response.content)
if len(content) > max_response_bytes:
return _BoundedResponseBody(
content=content[:max_response_bytes],
error_message=("aggregate-trade response body exceeded the response-byte ceiling"),
observed_bytes_lower_bound=len(content),
)
return _BoundedResponseBody(
content=content,
error_message=None,
observed_bytes_lower_bound=len(content),
)
finally:
_close_response(response)
def _parse_aggregate_trade_page(
content: bytes,
*,
request_limit: int,
) -> list[_ParsedAggregateTrade]:
try:
decoded = json.loads(content)
except (UnicodeDecodeError, json.JSONDecodeError) as exc:
raise BinancePayloadError("malformed Binance aggregate-trade page") from exc
if not isinstance(decoded, list):
raise BinancePayloadError("malformed Binance aggregate-trade page")
if len(decoded) > request_limit:
raise BinancePayloadError("aggregate-trade response exceeded the requested page-size bound")
parsed: list[_ParsedAggregateTrade] = []
previous_id: int | None = None
previous_ts_ns: int | None = None
for raw_item in decoded:
if not isinstance(raw_item, dict):
raise BinancePayloadError("malformed aggregate-trade record")
item = cast(dict[str, Any], raw_item)
try:
aggregate_id = int(item["a"])
first_trade_id = int(item.get("f", aggregate_id))
last_trade_id = int(item.get("l", aggregate_id))
event_ts_ns = _event_timestamp_ns(int(item["T"]), "ms")
price = Decimal(str(item["p"]))
quantity = Decimal(str(item["q"]))
buyer_is_maker = item["m"]
except (KeyError, InvalidOperation, TypeError, ValueError) as exc:
raise BinancePayloadError("malformed aggregate-trade record") from exc
if not isinstance(buyer_is_maker, bool):
raise BinancePayloadError("malformed aggregate-trade record")
if aggregate_id < 0 or first_trade_id < 0 or last_trade_id < first_trade_id:
raise BinancePayloadError("invalid aggregate-trade identifiers")
if previous_id is not None and aggregate_id <= previous_id:
raise BinancePayloadError("aggregate-trade page IDs are not strictly increasing")
if previous_ts_ns is not None and event_ts_ns < previous_ts_ns:
raise BinancePayloadError("aggregate-trade page event times are not ordered")
parsed.append(
_ParsedAggregateTrade(
aggregate_id=aggregate_id,
first_trade_id=first_trade_id,
last_trade_id=last_trade_id,
event_ts_ns=event_ts_ns,
price=price,
quantity=quantity,
buyer_is_maker=buyer_is_maker,
)
)
previous_id = aggregate_id
previous_ts_ns = event_ts_ns
return parsed
class BinanceTradeBatchStream(Iterator[pa.RecordBatch]):
"""Lazy, page-bounded iterator over normalized aggregate trades.
No HTTP request is made until the first call to :func:`next`. Each
nonempty batch comes from one retained raw response and has no more rows
than the downloader's request limit. The iterator retains only terminal
counters and the latest raw-page descriptor; callers that need every raw
descriptor can process them incrementally with ``on_raw_page``. Production
HTTP responses are consumed incrementally and stop after the first chunk
crossing ``max_response_bytes``. Minimal injected responses that do not
implement ``iter_content`` retain a compatibility-only ``content`` fallback.
"""
def __init__(
self,
*,
client: BinancePublicClient,
raw_root: Path,
request_limit: int,
max_response_bytes: int,
tick_size: Decimal | None,
lot_size: Decimal | None,
symbol: str,
start_ts_ns: int,
end_ts_ns: int,
max_events: int,
on_raw_page: Callable[[RawPage], None] | None,
) -> None:
if end_ts_ns <= start_ts_ns:
raise ValueError("end_ts_ns must be after start_ts_ns")
if max_events < 1:
raise ValueError("max_events must be positive")
self._client = client
self._raw_root = raw_root
self._request_limit = request_limit
self._max_response_bytes = max_response_bytes
self._tick_size = tick_size
self._lot_size = lot_size
self._symbol = symbol.upper()
self._start_ts_ns = start_ts_ns
self._end_ts_ns = end_ts_ns
self._max_events = max_events
self._on_raw_page = on_raw_page
self._params: dict[str, str | int] = {
"symbol": self._symbol,
"startTime": start_ts_ns // _NS_PER_MILLISECOND,
"endTime": (end_ts_ns - 1) // _NS_PER_MILLISECOND,
"limit": request_limit,
}
self._rows_yielded = 0
self._raw_page_count = 0
self._last_raw_page: RawPage | None = None
self._previous_last_id: int | None = None
self._previous_last_event_ts_ns: int | None = None
self._summary: BinanceTradeStreamSummary | None = None
self._failed = False
def __iter__(self) -> BinanceTradeBatchStream:
return self
@property
def rows_yielded(self) -> int:
return self._rows_yielded
@property
def raw_page_count(self) -> int:
return self._raw_page_count
@property
def last_raw_page(self) -> RawPage | None:
return self._last_raw_page
@property
def summary(self) -> BinanceTradeStreamSummary:
"""Return terminal metadata, failing closed before normal exhaustion."""
if self._summary is None:
raise RuntimeError("trade stream summary is unavailable before normal exhaustion")
return self._summary
def __next__(self) -> pa.RecordBatch:
if self._summary is not None:
raise StopIteration
if self._failed:
raise RuntimeError("trade stream cannot resume after a previous failure")
try:
return self._next_batch()
except StopIteration:
raise
except Exception:
self._failed = True
raise
def _resolve_scales(self) -> tuple[Decimal, Decimal]:
if self._tick_size is None or self._lot_size is None:
metadata = self._client.fetch_exchange_info(
symbol=self._symbol,
raw_root=self._raw_root,
)
self._tick_size = metadata.tick_size
self._lot_size = metadata.lot_size
return self._tick_size, self._lot_size
def _record_page(self, raw_page: RawPage) -> None:
self._raw_page_count += 1
self._last_raw_page = raw_page
if self._on_raw_page is not None:
self._on_raw_page(raw_page)
def _finish(self, reason: BinanceTradeStreamStopReason) -> None:
self._summary = BinanceTradeStreamSummary(
requested_start_ns=self._start_ts_ns,
requested_end_ns=self._end_ts_ns,
rows_yielded=self._rows_yielded,
raw_page_count=self._raw_page_count,
stop_reason=reason,
complete_range=(
reason is not BinanceTradeStreamStopReason.EVENT_CAP and self._rows_yielded > 0
),
last_raw_page=self._last_raw_page,
)
def _normalize_records(
self,
items: list[_ParsedAggregateTrade],
*,
source_artifact_id: str,
tick_size: Decimal,
lot_size: Decimal,
) -> list[dict[str, object]]:
records: list[dict[str, object]] = []
for item in items:
price_ticks = _scaled_integer(item.price, tick_size, "trade price")
quantity_lots = _scaled_integer(item.quantity, lot_size, "trade quantity")
price = float(item.price)
quantity = float(item.quantity)
records.append(
{
"schema_version": SCHEMA_VERSION,
"venue": "binance_spot",
"symbol": self._symbol,
"event_ts_ns": item.event_ts_ns,
"received_ts_ns": None,
"available_ts_ns": item.event_ts_ns,
"availability_basis": "exchange_event_time_proxy",
"capture_seq": None,
"continuity_id": None,
"trade_id": item.aggregate_id,
"first_trade_id": item.first_trade_id,
"last_trade_id": item.last_trade_id,
"price_ticks": price_ticks,
"quantity_lots": quantity_lots,
"tick_size": float(tick_size),
"lot_size": float(lot_size),
"price": price,
"quantity": quantity,
"quote_quantity": price * quantity,
"aggressor_side": "sell" if item.buyer_is_maker else "buy",
"buyer_is_maker": item.buyer_is_maker,
"source_artifact_id": source_artifact_id,
}
)
return records
def _next_batch(self) -> pa.RecordBatch:
tick_size, lot_size = self._resolve_scales()
while True:
content, request_uri, response_headers, downloaded_ns = (
self._client._bounded_request_body(
"/api/v3/aggTrades",
self._params,
raw_root=self._raw_root,
rejected_dataset="agg_trades_rejected",
symbol=self._symbol,
requested_start_ns=self._start_ts_ns,
requested_end_ns=self._end_ts_ns,
max_response_bytes=self._max_response_bytes,
)
)
raw_page_base = _write_raw_response(
content,
raw_root=self._raw_root,
dataset="agg_trades",
symbol=self._symbol,
request_uri=request_uri,
downloaded_at_utc=_iso_from_ns(downloaded_ns),
requested_start_ns=self._start_ts_ns,
requested_end_ns=self._end_ts_ns,
response_headers=response_headers,
retained_evidence_budget=self._client.retained_evidence_budget,
)
parsed = _parse_aggregate_trade_page(content, request_limit=self._request_limit)
raw_page = RawPage(
path=raw_page_base.path,
manifest_path=raw_page_base.manifest_path,
sha256=raw_page_base.sha256,
request_uri=raw_page_base.request_uri,
row_count=len(parsed),
)
self._record_page(raw_page)
if not parsed:
self._finish(BinanceTradeStreamStopReason.EMPTY_PAGE)
raise StopIteration
first = parsed[0]
last = parsed[-1]
if self._previous_last_id is not None and first.aggregate_id <= self._previous_last_id:
raise BinancePayloadError("aggregate-trade pagination did not advance")
if (
self._previous_last_event_ts_ns is not None
and first.event_ts_ns < self._previous_last_event_ts_ns
):
raise BinancePayloadError("aggregate-trade pages are not time ordered")
self._previous_last_id = last.aggregate_id
self._previous_last_event_ts_ns = last.event_ts_ns
in_range = [
item for item in parsed if self._start_ts_ns <= item.event_ts_ns < self._end_ts_ns
]
remaining = self._max_events - self._rows_yielded
selected = in_range[:remaining]
records = self._normalize_records(
selected,
source_artifact_id=raw_page.sha256,
tick_size=tick_size,
lot_size=lot_size,
)
self._rows_yielded += len(records)
terminal_reason: BinanceTradeStreamStopReason | None = None
if len(in_range) >= remaining:
terminal_reason = BinanceTradeStreamStopReason.EVENT_CAP
elif last.event_ts_ns >= self._end_ts_ns:
terminal_reason = BinanceTradeStreamStopReason.RANGE_END
elif len(parsed) < self._request_limit:
terminal_reason = BinanceTradeStreamStopReason.SHORT_PAGE
else:
self._params = {
"symbol": self._symbol,
"fromId": last.aggregate_id + 1,
"limit": self._request_limit,
}
if terminal_reason is not None:
self._finish(terminal_reason)
if records:
table = table_from_records("trades", records)
batches = table.to_batches(max_chunksize=self._request_limit)
if len(batches) != 1:
raise BinancePayloadError("failed to construct one bounded trade batch")
return batches[0]
if terminal_reason is not None:
raise StopIteration
class BinanceHistoricalTradeDownloader:
"""Historical aggregate-trade downloader with lazy and guarded materialized APIs."""
def __init__(
self,
*,
client: BinancePublicClient,
raw_root: str | Path,
request_limit: int = 1000,
max_response_bytes: int = 8 * 1024 * 1024,
materialization_max_rows: int = 100_000,
tick_size: Decimal | None = None,
lot_size: Decimal | None = None,
) -> None:
if not 1 <= request_limit <= 1000:
raise ValueError("request_limit must be in [1, 1000]")
if max_response_bytes < 1:
raise ValueError("max_response_bytes must be positive")
if materialization_max_rows < 1:
raise ValueError("materialization_max_rows must be positive")
self.client = client
self.raw_root = Path(raw_root)
self.request_limit = request_limit
self.max_response_bytes = max_response_bytes
self.materialization_max_rows = materialization_max_rows
if (tick_size is None) != (lot_size is None):
raise ValueError("tick_size and lot_size must be supplied together")
self.tick_size = tick_size
self.lot_size = lot_size
def stream(
self,
*,
symbol: str,
start_ts_ns: int,
end_ts_ns: int,
max_events: int,
on_raw_page: Callable[[RawPage], None] | None = None,
) -> BinanceTradeBatchStream:
"""Create a lazy ``[start, end)`` page stream without making an HTTP call."""
return BinanceTradeBatchStream(
client=self.client,
raw_root=self.raw_root,
request_limit=self.request_limit,
max_response_bytes=self.max_response_bytes,
tick_size=self.tick_size,
lot_size=self.lot_size,
symbol=symbol,
start_ts_ns=start_ts_ns,
end_ts_ns=end_ts_ns,
max_events=max_events,
on_raw_page=on_raw_page,
)
def download(
self,
*,
symbol: str,
start_ts_ns: int,
end_ts_ns: int,
max_events: int,
) -> BinanceDownloadResult:
"""Materialize the lazy stream for backwards-compatible small downloads."""
if max_events > self.materialization_max_rows:
raise ValueError(
"max_events exceeds the guarded download() materialization limit; "
"consume stream() incrementally for larger histories"
)
raw_pages: list[RawPage] = []
stream = self.stream(
symbol=symbol,
start_ts_ns=start_ts_ns,
end_ts_ns=end_ts_ns,
max_events=max_events,
on_raw_page=raw_pages.append,
)
batches = list(stream)
trades = (
pa.Table.from_batches(batches, schema=get_schema("trades"))
if batches
else table_from_records("trades", [])
)
return BinanceDownloadResult(
trades=trades,
raw_pages=tuple(raw_pages),
requested_start_ns=start_ts_ns,
requested_end_ns=end_ts_ns,
complete_range=stream.summary.complete_range,
)
def _iso_from_ns(timestamp_ns: int) -> str:
seconds, nanoseconds = divmod(timestamp_ns, 1_000_000_000)
base = time.strftime("%Y-%m-%dT%H:%M:%S", time.gmtime(seconds))
return f"{base}.{nanoseconds:09d}Z"
def _write_raw_response(
content: bytes,
*,
raw_root: Path,
dataset: str,
symbol: str,
request_uri: str,
downloaded_at_utc: str,
requested_start_ns: int | None,
requested_end_ns: int | None,
response_headers: Mapping[str, str],
retained_evidence_budget: RetainedEvidenceBudget | None = None,
) -> RawPage:
checksum = hashlib.sha256(content).hexdigest()
directory = raw_root / "binance_spot" / dataset / symbol.upper()
destination = directory / f"{checksum}.json"
if retained_evidence_budget is not None:
retained_evidence_budget.assert_contains(destination)
transaction = (
retained_evidence_budget.write_transaction()
if retained_evidence_budget is not None
else nullcontext()
)
with transaction:
directory.mkdir(parents=True, exist_ok=True)
body_reservation = None
created_body = False
if destination.exists():
if sha256_file(destination) != checksum:
raise BinancePayloadError(f"raw content-address collision at {destination}")
else:
if retained_evidence_budget is not None:
body_reservation = retained_evidence_budget.reserve(
len(content),
label=f"raw Binance response {destination.name}",
)
try:
handle, temporary_name = tempfile.mkstemp(
dir=directory,
prefix=".raw-",
suffix=".tmp",
)
except BaseException:
if body_reservation is not None and body_reservation.active:
body_reservation.release()
raise
try:
with os.fdopen(handle, "wb") as stream:
stream.write(content)
stream.flush()
os.fsync(stream.fileno())
os.replace(temporary_name, destination)
_fsync_directory(directory)
created_body = True
except BaseException:
Path(temporary_name).unlink(missing_ok=True)
if body_reservation is not None and body_reservation.active:
body_reservation.release()
raise
try:
manifest_path, _ = write_source_manifest(
destination,
source="binance_spot_public_api",
source_uri=request_uri,
downloaded_at_utc=downloaded_at_utc,
requested_start_ns=requested_start_ns,
requested_end_ns=requested_end_ns,
response_headers=response_headers,
retained_evidence_budget=retained_evidence_budget,
)
if body_reservation is not None:
body_reservation.commit()
except BaseException:
if created_body:
destination.unlink(missing_ok=True)
if body_reservation is not None and body_reservation.active:
body_reservation.release()
raise
return RawPage(
path=destination,
manifest_path=manifest_path,
sha256=checksum,
request_uri=request_uri,
row_count=0,
)
def parse_depth_message(
raw_message: str | bytes,
*,
received_ts_ns: int,
capture_seq: int,
continuity_id: str,
tick_size: Decimal = Decimal("0.00000001"),
lot_size: Decimal = Decimal("0.00000001"),
timestamp_unit: Literal["ms", "us"] = "us",
) -> DepthDelta:
"""Normalize raw or combined-stream Spot ``U/u`` depth payloads."""
raw_bytes = raw_message.encode() if isinstance(raw_message, str) else raw_message
try:
decoded = json.loads(raw_bytes)
payload = decoded.get("data", decoded)
if payload.get("e") != "depthUpdate":
raise BinancePayloadError(f"unexpected websocket event: {payload.get('e')!r}")
symbol = str(payload["s"]).upper()
bids = tuple(
(
_scaled_integer(str(item[0]), tick_size, "bid price"),
_scaled_integer(str(item[1]), lot_size, "bid quantity"),
)
for item in payload["b"]
)
asks = tuple(
(
_scaled_integer(str(item[0]), tick_size, "ask price"),
_scaled_integer(str(item[1]), lot_size, "ask quantity"),
)
for item in payload["a"]
)
event_ts_ns = _event_timestamp_ns(int(payload["E"]), timestamp_unit)
first_update_id = int(payload["U"])
last_update_id = int(payload["u"])
previous = payload.get("pu")
except BinancePayloadError:
raise
except (KeyError, TypeError, ValueError, json.JSONDecodeError) as exc:
raise BinancePayloadError("malformed Binance depth websocket message") from exc
return DepthDelta(
venue="binance_spot",
symbol=symbol,
event_ts_ns=event_ts_ns,
received_ts_ns=received_ts_ns,
available_ts_ns=received_ts_ns,
availability_basis="local_receive_time",
capture_seq=capture_seq,
continuity_id=continuity_id,
first_update_id=first_update_id,
last_update_id=last_update_id,
previous_update_id=int(previous) if previous is not None else None,
bids=bids,
asks=asks,
tick_size=float(tick_size),
lot_size=float(lot_size),
source_artifact_id=hashlib.sha256(raw_bytes).hexdigest(),
)
class BinanceLiveDepthCollector:
"""Optional reconnecting collector for public diff-depth streams."""
def __init__(
self,
*,
symbols: tuple[str, ...],
websocket_base_url: str = "wss://data-stream.binance.vision",
tick_size: Decimal = Decimal("0.00000001"),
lot_size: Decimal = Decimal("0.00000001"),
max_reconnects: int = 5,
connect_factory: ConnectFactory | None = None,
on_raw_frame: RawDepthFrameCallback | None = None,
) -> None:
if not symbols:
raise ValueError("symbols must not be empty")
self.symbols = tuple(symbol.upper() for symbol in symbols)
streams = "/".join(f"{symbol.lower()}@depth@100ms" for symbol in self.symbols)
self.url = f"{websocket_base_url.rstrip('/')}/stream?streams={streams}&timeUnit=MICROSECOND"
self.tick_size = tick_size
self.lot_size = lot_size
self.max_reconnects = max_reconnects
self._connect_factory = connect_factory or cast(ConnectFactory, websockets.connect)
self._on_raw_frame = on_raw_frame
async def stream(self, *, max_messages: int | None = None) -> AsyncIterator[CapturedDepth]:
"""Yield exact raw payloads plus normalized deltas across continuity epochs."""
capture_seq = 0
yielded = 0
reconnect = 0
while reconnect <= self.max_reconnects:
continuity_id = f"binance-live-{time.time_ns()}-{reconnect}"
try:
async with self._connect_factory(self.url) as connection:
async for raw in connection:
received_ts_ns = time.time_ns()
if isinstance(raw, bytes):
raw_bytes = raw
was_text = False
else:
raw_bytes = raw.encode("utf-8")
was_text = True
if self._on_raw_frame is not None:
self._on_raw_frame(
RawDepthFrame(
payload=raw_bytes,
was_text=was_text,
received_ts_ns=received_ts_ns,
capture_seq=capture_seq,
continuity_id=continuity_id,
)
)
raw_text = raw_bytes.decode("utf-8") if isinstance(raw, bytes) else raw
delta = parse_depth_message(
raw_text,
received_ts_ns=received_ts_ns,
capture_seq=capture_seq,
continuity_id=continuity_id,
tick_size=self.tick_size,
lot_size=self.lot_size,
timestamp_unit="us",
)
yield CapturedDepth(raw_payload=raw_text, delta=delta)
capture_seq += 1
yielded += 1
if max_messages is not None and yielded >= max_messages:
return
reconnect += 1
except (OSError, WebSocketException):
reconnect += 1
if reconnect > self.max_reconnects:
raise
await asyncio.sleep(min(30.0, 0.5 * (2 ** (reconnect - 1))))
def depth_deltas_table(captured: tuple[CapturedDepth, ...] | list[CapturedDepth]) -> pa.Table:
return table_from_records("depth_deltas", [item.delta.to_record() for item in captured])
|