## ThreadPoolExecutor ```py __import__('concurrent').futures.ThreadPoolExecutor().submit( lambda x: (print(x * 2) or x ** 2 / 0), 3).result() ``` ## zmq.REQ ```py def File(blob): try: import zmq; File.sock.send_pyobj(blob); return File.sock.recv_pyobj() except (AttributeError, zmq.Again): (sock := zmq.Context().socket(zmq.REQ)).connect('tcp://localhost:6106') sock.RCVTIMEO = 1000; File.sock = sock; return File(blob) ``` ## sqlite3 ```py def SQL(): def File(blob): try: import zmq; File.sock.send_pyobj(blob); return File.sock.recv_pyobj() except (AttributeError, zmq.Again): (sock := zmq.Context().socket(zmq.REQ)).connect('tcp://localhost:6106') sock.RCVTIMEO = 1000; File.sock = sock; return File(blob) import sqlite3 (con := sqlite3.connect('.db', isolation_level=None)).row_factory = sqlite3.Row con.executescript(""" PRAGMA journal_mode=WAL; CREATE TABLE IF NOT EXISTS kv(k, v, t DEFAULT CURRENT_TIMESTAMP); CREATE INDEX IF NOT EXISTS index_kv_v ON kv(v); CREATE INDEX IF NOT EXISTS index_kv_k_t ON kv(k, t DESC); """) def setitem(sql, filename, blob): assert isinstance(blob, bytes) sql('INSERT INTO kv(k, v) VALUES(?,?)', filename, File(blob)) def getitem(sql, filename): if sha1 := sql('SELECT v FROM kv WHERE k=? ORDER BY t DESC', filename): return File(sha1[0]['v']) def contains(sql, filename): return bool(sql('SELECT 1 FROM kv WHERE k=?', filename)) def df(sql): import pandas as pd return pd.DataFrame(sql('SELECT * FROM kv')) return type('', (), dict(__call__=lambda _, q, *p: list(map(dict, con.execute(q, p))), __setitem__=setitem, __getitem__=getitem, __contains__=contains, df=df))() sql = SQL() ```