Files
TradeBot/tools/sync_orderbook_observations.py
T

211 lines
7.3 KiB
Python

from __future__ import annotations
import argparse
import base64
import json
import os
import sqlite3
from pathlib import Path
from typing import Any
from urllib.error import HTTPError, URLError
from urllib.parse import urlencode
from urllib.request import Request, urlopen
def sync_orderbook_observations(
*,
api_base_url: str,
token: str,
database_path: str | Path,
timeout: int = 60,
page_limit: int = 5000,
) -> dict[str, Any]:
path = Path(database_path)
path.parent.mkdir(parents=True, exist_ok=True)
_init_schema(path)
manifest = _get_json(
api_base_url,
"/api/training/market-observations/manifest",
token=token,
timeout=timeout,
)
rows = manifest.get("items") if isinstance(manifest.get("items"), list) else []
downloaded = 0
symbol_results: list[dict[str, Any]] = []
for row in rows:
if not isinstance(row, dict):
continue
symbol = str(row.get("symbol") or "").strip().upper()
remote_max_id = int(row.get("max_id", 0) or 0)
if not symbol or remote_max_id <= 0:
continue
after_id = _local_max_id(path, symbol)
symbol_downloaded = 0
while after_id < remote_max_id:
query = urlencode(
{
"symbol": symbol,
"after_id": after_id,
"limit": max(1, min(5000, int(page_limit))),
}
)
payload = _get_json(
api_base_url,
f"/api/training/market-observations?{query}",
token=token,
timeout=timeout,
)
items = payload.get("items") if isinstance(payload.get("items"), list) else []
if not items:
break
inserted = _insert_rows(path, items)
symbol_downloaded += inserted
downloaded += inserted
next_after_id = int(payload.get("next_after_id", after_id) or after_id)
if next_after_id <= after_id:
break
after_id = next_after_id
symbol_results.append(
{
"symbol": symbol,
"downloaded": symbol_downloaded,
"local_max_id": _local_max_id(path, symbol),
"remote_max_id": remote_max_id,
}
)
return {
"database_path": str(path.resolve()),
"downloaded": downloaded,
"symbols": symbol_results,
"local_samples": _local_count(path),
}
def _init_schema(path: Path) -> None:
with sqlite3.connect(path) as connection:
connection.executescript(
"""
PRAGMA journal_mode=WAL;
CREATE TABLE IF NOT EXISTS market_observations (
id INTEGER PRIMARY KEY,
symbol TEXT NOT NULL,
bid_price REAL NOT NULL,
bid_size REAL NOT NULL,
ask_price REAL NOT NULL,
ask_size REAL NOT NULL,
mid_price REAL NOT NULL,
microprice REAL NOT NULL,
spread_bps REAL NOT NULL,
imbalance REAL NOT NULL,
last_price REAL NOT NULL,
source_timestamp_ms INTEGER NOT NULL DEFAULT 0,
created_at TEXT NOT NULL
);
CREATE INDEX IF NOT EXISTS idx_local_market_observations_symbol_id
ON market_observations(symbol, id);
"""
)
def _insert_rows(path: Path, rows: list[Any]) -> int:
values = []
for row in rows:
if not isinstance(row, dict):
continue
values.append(
(
int(row.get("id", 0) or 0),
str(row.get("symbol") or "").upper(),
float(row.get("bid_price", 0.0) or 0.0),
float(row.get("bid_size", 0.0) or 0.0),
float(row.get("ask_price", 0.0) or 0.0),
float(row.get("ask_size", 0.0) or 0.0),
float(row.get("mid_price", 0.0) or 0.0),
float(row.get("microprice", 0.0) or 0.0),
float(row.get("spread_bps", 0.0) or 0.0),
float(row.get("imbalance", 0.0) or 0.0),
float(row.get("last_price", 0.0) or 0.0),
int(row.get("source_timestamp_ms", 0) or 0),
str(row.get("created_at") or ""),
)
)
if not values:
return 0
with sqlite3.connect(path) as connection:
before = connection.total_changes
connection.executemany(
"""
INSERT OR IGNORE INTO market_observations (
id, symbol, bid_price, bid_size, ask_price, ask_size,
mid_price, microprice, spread_bps, imbalance, last_price,
source_timestamp_ms, created_at
) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
""",
values,
)
return connection.total_changes - before
def _local_max_id(path: Path, symbol: str) -> int:
with sqlite3.connect(path) as connection:
row = connection.execute(
"SELECT MAX(id) FROM market_observations WHERE symbol = ?",
(symbol,),
).fetchone()
return int(row[0] or 0) if row else 0
def _local_count(path: Path) -> int:
with sqlite3.connect(path) as connection:
row = connection.execute("SELECT COUNT(*) FROM market_observations").fetchone()
return int(row[0] or 0) if row else 0
def _get_json(api_base_url: str, path: str, *, token: str, timeout: int) -> dict[str, Any]:
headers = {"Accept": "application/json"}
headers.update(_auth_headers(token))
request = Request(api_base_url.rstrip("/") + path, headers=headers, method="GET")
try:
with urlopen(request, timeout=timeout) as response:
text = response.read().decode("utf-8")
except HTTPError as exc:
detail = exc.read().decode("utf-8", errors="replace")
raise RuntimeError(f"HTTP {exc.code} {path}: {detail[:300]}") from exc
except URLError as exc:
raise RuntimeError(f"network error {path}: {exc.reason}") from exc
data = json.loads(text) if text.strip() else {}
return data if isinstance(data, dict) else {}
def _auth_headers(token: str) -> dict[str, str]:
value = token.strip()
if not value:
return {}
headers = {"X-TradeBot-Token": value}
if value.lower().startswith(("basic ", "bearer ")):
headers["Authorization"] = value
elif ":" in value:
encoded = base64.b64encode(value.encode("utf-8")).decode("ascii")
headers["Authorization"] = f"Basic {encoded}"
else:
headers["Authorization"] = f"Bearer {value}"
return headers
def main() -> None:
parser = argparse.ArgumentParser(description="Synchronize TradeBot L1 observations to a local SQLite cache.")
parser.add_argument("--api-base-url", default=os.environ.get("TRADEBOT_API_BASE_URL", "https://tb.kusoft.xyz"))
parser.add_argument("--api-auth", default=os.environ.get("TRADEBOT_API_AUTH", ""))
parser.add_argument("--database", default="runtime/orderbook_observations.sqlite3")
args = parser.parse_args()
result = sync_orderbook_observations(
api_base_url=args.api_base_url,
token=args.api_auth,
database_path=args.database,
)
print(json.dumps(result, ensure_ascii=False))
if __name__ == "__main__":
main()