From 7033da131bc549131d50c5a2ac73e98588870559 Mon Sep 17 00:00:00 2001 From: Yuxuan Yan Date: Sun, 7 Jun 2026 10:06:49 +0800 Subject: [PATCH] change: rank allocator top_n=5 -> top_pct=0.2 (20% of universe) --- portfolio/builder.py | 25 ++++++++++++------------- reports/pnl.png | Bin 58835 -> 60056 bytes reports/summary.txt | 16 ++++++++-------- run_example.py | 2 +- 4 files changed, 21 insertions(+), 22 deletions(-) diff --git a/portfolio/builder.py b/portfolio/builder.py index 12c42cb..92edd3a 100644 --- a/portfolio/builder.py +++ b/portfolio/builder.py @@ -33,24 +33,17 @@ class ThresholdBuilder: class RankEqualWeightBuilder: - """Rank all stocks by signal. Buy top N at equal weight. Sell if drops out. + """Rank all stocks by signal. Buy top N% at equal weight. Sell if drops out. Called once per bar with ALL stock signals. Returns per-stock actions. """ - def __init__(self, top_n: int = 5, min_signal: Optional[float] = None): + def __init__(self, top_n: Optional[int] = None, top_pct: float = 0.2, min_signal: Optional[float] = None): self.top_n = top_n - self.min_signal = min_signal # optional floor — skip stocks with signal below this + self.top_pct = top_pct + self.min_signal = min_signal def build(self, signals: dict[str, float]) -> dict[str, PositionAction]: - """Rank stocks by signal (descending). Top N get 'buy', rest get 'sell' if held. - - Args: - signals: {symbol: signal_value} for all stocks on this bar. - - Returns: - {symbol: PositionAction} - """ # Filter by min_signal if set if self.min_signal is not None: signals = {s: v for s, v in signals.items() if v >= self.min_signal} @@ -58,8 +51,14 @@ class RankEqualWeightBuilder: # Sort by signal descending ranked = sorted(signals.items(), key=lambda x: x[1], reverse=True) - top_symbols = set(sym for sym, _ in ranked[:self.top_n]) - size_pct = 1.0 / self.top_n if self.top_n > 0 else 0.0 + # Determine top N: explicit count or percentage of available stocks + if self.top_n is not None: + n = self.top_n + else: + n = max(1, int(len(signals) * self.top_pct)) + + top_symbols = set(sym for sym, _ in ranked[:n]) + size_pct = 1.0 / n if n > 0 else 0.0 actions = {} for sym in signals: diff --git a/reports/pnl.png b/reports/pnl.png index df2df5a38a55ce9d4b8cbcafd7175fc0b839bacc..c30056abddeeb11d60a43745f68bab31a361e100 100644 GIT binary patch literal 60056 zcmd43WmuGL8!dbT3L+^fEm8^+($b-%f*{h}(gQ=cLx{8psMH83Dh<-zAPv$zs0`BG z@Ll8k_`L7_@%`P$J`Np$8SbmjSm!#|WyE7OMWU;;S0M-@QdYXJ2|+k$2*TREf(w39 za0`zc{38Z`pbLNEYz_A`bG3pVnZaEgoZ$}7%x`#Dxw<`bb`s#Z%g1x?&J9~Q+{I0d zm)G&%Pw+Uq+VHX~4C{fX;JYa4xj_(#8Rjq6C+VDL5cK#2 z4!pnXs1J-`mn|Mb77sgQ=wE)uS5|^JeuOqE;$Jd;1u+Lh-Z;r@HQauk(UOr22(ml66H{y;R2@<(0%ps(hm)6&u zqjWNVzazamfd9`Mqz{l#+Mkbr7Y*ot-njh#z#9?oOZ&tKY|`Ad^F&%Ys@+!_Vf37w zoaS}6&5jNiWAECJ-nmYQ>p~yCzrSC!aWWuJ61*sy(f#t}OP3ZRk^7!3S?Dl2Cm9V5 zjXV(qsa)rcKWkEYc(&#oh|>YnEi#qO6S2}=USDsQCy@-vH>hZLpwo5fJ{NfV@D0D! z)%Avp0Jw*T!kV|wiIIW6zRSo{ohDmBRMk>?i}b~j`kUTgpCk`tR%dFc={pwAPc}%r zQ(nCy0~0E9&qMEK}l&gR$z3Co4c(NwrF0b+#=`cDZ&_V zXa>FT#yvk;%1|^kq`yN&Aa%C;uV$lOUPp(T(fh}> zRJXo+H~~D6Xuzqc)|cQVzF$3W5y}bd3(+F8jaji$w7bHE4d-Ie{G@#$!{!c{3(fg0 zgxVEmR_kxw-NhCi#1ebopD3xTcO37nSkx(JGim4RhuRm`QB}-%&9Qz&dwc1o-?7DnK#jUK0ki` zTsU4SRCIGIh0~?8ncM~Et`vz6PUwj zz5$1k2RQ8;JUqmSiHVh)%>>t|sl%tI4J8hy-Jl=@9tmo-v_EXZLBY)I{p-tC&-3kZ zn+>McTtqh;aY#(pr>m46J`9;~Xn)0~y4gl;a_HdZ;{&#BA)F~mrH9D}&Acq!5yQ~( z<36j-*mw>QyQvCWHHA=C9Pss8&DPzX66 zWLl=bm1}Z#_2}qmU}f)(DD39>ZjN;Dl6S@lj6QtIxq)G2tgz$z=O^#SR<@c6ctcK& z`o&i6mG6|>FLRc>a2wDCzvVVE-#5)$%v3M>*rgI#Y;)G>~D z{hH#iCO_-Zc-4wwIKmJ3Rth;nJsAn4MUwm?JKoh&oxXAsI7tBf=be zEjZH3^W&9b+rgU@)YK%0&O;Lu5rLArs3jjgO4^E=a^w!IsW^1txbv8NZ$JECVpF&o$8OQF=J); zZR4-kpE!O0{(T-idcSG| zF{&p%Gu7^uTkUjr!C_0BA1>P3+BORGOCW<g=t_U$dH~qopnK+A@cGdM+k6oU&;? zd9w98w-AMjcfI%MTjtsfqvAr0K4PbS20|8~Uz$mh^ zQq&J@h}V2D-T>G>>GQ2vGvI*D{+Kh5xR#E24W6m-+<^{zQ$%(o`ga&(!~46t7dI*w zi8H1ofwM?J0mC03VZ|bG<07sc3HJaBI=;$rExD zW8=PtLsVp~ap97HfPi=I$hU@rSzih0d{B{TuWAE0yI0KO;n0xgGCx$S@&QG{B(>@` zH5;I_FLJhCvyt6RPmGrlAK#>&A{@Q3yd2MiS%?>OibEnnx+&gCNkz47KbnVsDDJ;E zqBCS=WMt$AgWWaJ(rT@lSvS5=>z6#BCkeXvk)WR44SXddC8e8J|Ep4UUQLboe7*Eh zm%3L%*N;-(u{^yNYAPxfX~peH;)60-5Wa;!wPNDwLrgq<`}QryQla;?N5Cf9!-(ko zRD9;Vml%3d?+Msi$0o)%0IOC~Rc+x7*ous+SdKMts(Ntjsi{fEu9kWQcv@~jwMw-g zsx?AMMWwkbf#c*%!qu*f7C3!S5pGRc86{6LK~9Hc%r^>^3g17UA;8n3w$5(ci`a5WBQkjjYKIPCcJ=~H7o zi=t26#fXjxQNH%dlV9gQlT9)|er#WI<}NfeJ#p%K#fAonA0)z?lfO)FdjIhQqN@WZ zW>e*kmFUdKxP%0pn8nRm-;D>S*CqNF)dP<~K6(Sy8OMU)fyvIX=j~*2FR-g-oE*lB zu)34D<-NV{si>-I=A7nl$XJ;2

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z^cQ18ogJV)?_ypMCIE%}Vra+ulJ##PJdH0xUsfG|l6EG+{W~uD|9x^Yp(P@SJ=V0y Pn}TB_bBj*_BUtcXO6>n3 diff --git a/reports/summary.txt b/reports/summary.txt index 22bc0c1..9dab488 100644 --- a/reports/summary.txt +++ b/reports/summary.txt @@ -1,13 +1,13 @@ BACKTEST SUMMARY ======================================== -sharpe: -0.2136540474098261 -max_drawdown: 22.08204523900236 -max_drawdown_len: 445 -total_return: -0.011700103856604784 -avg_return: -2.4173768298770213e-05 -total_trades: 586 -won_trades: 287 -lost_trades: 295 +sharpe: 0.12450603119200966 +max_drawdown: 18.40327026827532 +max_drawdown_len: 251 +total_return: 0.04945463098329521 +avg_return: 0.00010217898963490745 +total_trades: 695 +won_trades: 357 +lost_trades: 333 SIGNAL IC ======================================== diff --git a/run_example.py b/run_example.py index faa210a..d5ce262 100644 --- a/run_example.py +++ b/run_example.py @@ -83,7 +83,7 @@ def main(forward_horizon: int = 5, universe: str = "csi500", signal_name: str = sizer_percent=0.95, ) runner = BacktestRunner(config) - builder = RankEqualWeightBuilder(top_n=5) + builder = RankEqualWeightBuilder(top_pct=0.2) for sym, df in data.items(): df = df.copy() df["signal"] = signal.compute(df).values