from analytics import Portfolio, DualCorrTranche import logging logger = logging.getLogger(__name__) def get_tranche_portfolio(date, conn, by_strat=False, fund="SERCGMAST"): if by_strat: sql_string = "SELECT * from list_tranche_positions_by_strat(%s, %s)" params = (date, fund) else: sql_string = ( "SELECT folder, id from cds " "WHERE orig_attach IS NOT NULL " "AND (termination_date IS NULL OR termination_date > %s) " "AND maturity > %s AND trade_date <= %s " "AND fund = %s ORDER BY trade_date" ) params = (date, date, date, fund) with conn.cursor() as c: c.execute(sql_string, params) trade_ids = [tuple(e) for e in c] if by_strat: portf = Portfolio( [ DualCorrTranche( redcode=t.security_id, maturity=t.maturity, notional=t.notional, tranche_running=t.fixed_rate * 100, attach=t.orig_attach, detach=t.orig_detach, corr_attach=None, corr_detach=None, ) for t in trade_ids ] ) portf.trade_ids = [ (tid.folder, f"{t.index_type} {t.series} {t.tenor} {t.attach}-{t.detach}") for tid, t in zip(trade_ids, portf.trades) ] else: portf = Portfolio( [DualCorrTranche.from_tradeid(dealid) for _, dealid in trade_ids], trade_ids ) portf.value_date = date portf.mark() return portf def insert_tranche_portfolio(portf, conn): cols = [ "clean_nav", "accrued", "duration", "delta", "gamma", "theta", "tranche_factor", "upfront", "running", "corr_attach", "corr_detach", "index_refprice", "index_refspread", "index_duration", ] update_str = ",".join(f"{c} = EXCLUDED.{c}" for c in cols) sql_str = ( f"INSERT INTO tranche_risk VALUES({','.join(['%s'] * 16)}) " " ON CONFLICT (date, tranche_id) DO UPDATE " f"SET {update_str}" ) with conn.cursor() as c: for (strat, trade_id), trade in portf.items(): logger.info(f"marking tranche {trade_id} in {strat}") try: theta = trade.theta(method="TLP") except ValueError: theta = None c.execute( sql_str, ( trade.value_date, trade_id, trade.clean_pv, -trade._accrued * trade.notional, trade.duration, trade.delta, trade.gamma, theta, trade.tranche_factor, trade.upfront, trade.tranche_running, trade.rho[0], trade.rho[1], 100 - float(trade._index.pv()) * 100, trade._index._snacspread( trade._index.coupon(), trade._index.recovery, trade.maturity ) * 10000, float(trade._index.duration()), ), ) conn.commit()