From 3c58a1372edc15a64abccfe7fe22347f6f30c6e9 Mon Sep 17 00:00:00 2001 From: Yuxuan Yan Date: Fri, 12 Jun 2026 18:41:18 +0800 Subject: [PATCH] Use next-open returns for research eval --- docs/assets/reversal_5d_exec_vs_research.png | Bin 185778 -> 160083 bytes docs/assets/reversal_5d_phase_timings.png | Bin 64626 -> 63195 bytes docs/assets/reversal_5d_research_equity.png | Bin 131284 -> 143511 bytes ...eversal_5d_all_universe_pipeline_report.md | 200 ++++--- pipeline/alpha/compute.py | 47 +- pipeline/portfolio/construct.py | 6 +- pipeline/portfolio/research.py | 25 +- scripts/generate_reversal_5d_report.py | 515 ++++++++++++++---- tests/test_alpha.py | 25 +- tests/test_portfolio.py | 4 +- 10 files changed, 552 insertions(+), 270 deletions(-) diff --git a/docs/assets/reversal_5d_exec_vs_research.png b/docs/assets/reversal_5d_exec_vs_research.png index 20beb475fad82968076990a20bf8413549288408..69c0a0436f83c6249a9c0cba889859198c8d0042 100644 GIT binary patch literal 160083 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and only lightly familiar with quant research. We will use -one concrete experiment, a 5-day reversal alpha on the full downloaded Chinese +Generated: 2026-06-12T18:30:56 + +This document is a teaching walkthrough for someone who is new to this research +framework and only lightly familiar with quant research. We will use one +concrete experiment, a 5-day reversal alpha on the full downloaded Chinese A-share universe, to learn how the framework defines an alpha, stores it, tests it, turns it into a portfolio, and explains the gap between a research result and simulated trading PnL. -The original experiment was generated on 2026-06-11. The important point is not -the timestamp; it is the research method. +The important point is not the timestamp; it is the research method. ## The Research Question @@ -29,10 +30,13 @@ The central research question is: The answer from this run is nuanced: -- The naive built-in version loses badly on the full universe because raw - z-score weighting is too sensitive to A-share outliers. +- The naive built-in version is positive under the tradable + next-open-to-next-open research convention (**41.40%**), + but its stored weights still show that raw z-score weighting is too sensitive + to A-share outliers. - A rank-weighted version on a liquid, non-ST, tradable universe has a positive - costless research result. + costless research result: **209.58%** + at Sharpe **1.44**. - The daily-traded implementation is still not tradable after costs because turnover is too high. @@ -90,11 +94,11 @@ For this experiment, the important phases are: | --- | --- | --- | | Data | `cli.py data download` | What market data is available. | | Alpha compute | `cli.py alpha compute` | How a raw research idea becomes stored weights. | -| Alpha eval | `cli.py alpha eval` | How those weights perform in a clean costless research view. | +| Alpha eval | `cli.py alpha eval` | How close-formed weights perform over the tradable next-open-to-next-open interval. | | Combo | `cli.py combo combine` | How one or more alphas become one combined book. | | Portfolio build | `cli.py portfolio build` | How weights become target values and integer shares. | | Portfolio simulate | `cli.py portfolio simulate` | How the integer book trades at next open with constraints and costs. | -| Portfolio eval | `cli.py portfolio eval` | How the continuous target portfolio behaves as a research portfolio. | +| Portfolio eval | `cli.py portfolio eval` | How the continuous target portfolio behaves over the same costless open-to-open research interval. | In a real research workflow, you should learn to pause after every phase and inspect the parquet output. Most mistakes are easier to find at the interface @@ -123,25 +127,9 @@ So: Notice the timing. The signal uses prices through date `t`. It must not use the return from `t` to `t+1`, because that is the future. The costless alpha -evaluator tests the weight formed on date `t` against the next close-to-close -return; the later execution simulator is the separate layer that trades the -constructed integer book at the next open. - -The code lives in `pipeline/alpha/library/reversal.py`: - -```python -class ReversalAlpha(BaseAlpha): - name = "reversal" - - def __init__(self, lookback: int = 5): - self.lookback = lookback - - def signal(self, close: pd.DataFrame) -> pd.DataFrame: - return -close.pct_change(self.lookback, fill_method=None) -``` - -The alpha class only defines the raw signal. The base class then turns that -signal into weights. +evaluator tests the weight formed on date `t` over the tradable interval from +`open[t+1]` to `open[t+2]`; the later execution simulator is the separate layer +that trades the constructed integer book at the next open. ## Step 2: Turn A Signal Into Cross-Sectional Weights @@ -161,17 +149,19 @@ returns because they are newly listed, suspended, illiquid, or limit-constrained z-scoring can put a very large amount of relative exposure into exactly those names. -That is what happened in the naive full-universe run. Stored weights reached -about `-52` standard deviations. The research result collapsed: +That is visible in the naive full-universe run. Stored weights reached about +`-52` standard deviations. The +result is positive under the open-to-open convention, but it is much weaker and +less robust than the rank-weighted versions: | run | weighting | research cumulative return | research Sharpe | research turnover/year | | --- | --- | --- | --- | --- | -| naive z-score, full universe | z-score | -87.45% | -2.4515 | 160x | +| naive z-score, full universe | z-score | 41.40% | 0.4514 | 160x | -The lesson is not "reversal is bad." The lesson is: +The lesson is not "reversal is solved." The lesson is: -> The same raw signal can become a bad portfolio if the weighting method reacts -> badly to outliers. +> The same raw signal can become a fragile portfolio if the weighting method +> reacts badly to outliers. ## Step 3: Make The Weighting More Robust @@ -186,15 +176,15 @@ weights = ranks.subtract(ranks.mean(axis=1), axis=0) Rank weighting keeps the ordering of stocks but removes the importance of the exact outlier magnitude. A stock can be "the worst recent loser" or "the best -recent winner," but it cannot become 52 standard deviations important just -because its raw percentage move is unusual. +recent winner," but it cannot become dozens of standard deviations important +just because its raw percentage move is unusual. The full-universe rank version was much less pathological, but still not a clean signal: | run | weighting | research cumulative return | research Sharpe | research turnover/year | | --- | --- | --- | --- | --- | -| rank, full universe | rank | -3.48% | -0.0198 | 143x | +| rank, full universe | rank | 73.44% | 0.8860 | 143x | That tells us the weighting fix helped, but the universe still contains many names that are poor candidates for a daily reversal strategy. @@ -218,7 +208,7 @@ The liquid rank result is the cleanest research result: | run | weighting | universe | research cumulative return | research Sharpe | hit rate | | --- | --- | --- | --- | --- | --- | -| rank, liquid subset | rank | top 1000 liquid, tradable, non-ST | 72.24% | 0.7310 | 54.31% | +| rank, liquid subset | rank | top 1000 liquid, tradable, non-ST | 209.58% | 1.4422 | 55.68% | This is the first point where a researcher can say: @@ -229,13 +219,6 @@ That last phrase, **before trading costs**, is essential. ![Research equity](assets/reversal_5d_research_equity.png) -When reading this chart, focus on the shape and relative behavior: - -- The naive z-score line shows the outlier problem. -- The rank full-universe line shows that robust weighting helps but does not - fully solve the universe problem. -- The liquid rank line shows the signal-level edge before execution costs. - ## Step 5: Check That The Alpha File Is Sane Before trusting any metric, inspect the stored alpha artifact. The run checked: @@ -247,7 +230,7 @@ Before trusting any metric, inspect the stored alpha artifact. The run checked: - The daily cross-sectional mean is approximately zero. - A one-alpha combo is an exact identity transform. -| run | schema ok | null weights | non-finite weights | duplicate keys | max abs daily mean | weight range | combo identity diff | +| run | schema ok | null w | non-finite w | dup keys | max \|daily mean\| | weight range | combo identity Δ | | --- | --- | --- | --- | --- | --- | --- | --- | | naive z-score (full) | True | 0 | 0 | 0 | 3.32e-16 | [-52.2, 19.2] | 0.00e+00 | | rank (full) | True | 0 | 0 | 0 | 0.00e+00 | [-2603.0, 2603.0] | 0.00e+00 | @@ -261,51 +244,42 @@ raw size of an abnormal stock move. ![Weight distributions](assets/reversal_5d_weight_distributions.png) -This is a good habit: when a backtest looks strange, plot the weights before -debugging the PnL. A broken or concentrated weight distribution often explains -the result. - ## Step 6: Understand The Alpha Evaluation Formula -The costless alpha evaluator asks: +The costless alpha evaluator now asks: -> If we held the alpha weights from date `t`, what close-to-close return would -> we earn from `t` to `t+1`? +> If we compute alpha weights after close on date `t`, trade them at `open[t+1]`, +> and hold them until `open[t+2]`, what return would we earn before costs? -This is intentionally a **research-layer approximation**, not the trading -simulator. At this stage the framework has only an alpha weight file. It has not -yet rounded shares, checked limits, clipped trades, or paid costs. The purpose -is to answer a clean signal question: "Do these close-formed weights line up -with the next day's returns?" - -The actual trading layer comes later. `portfolio simulate` takes the integer -`position_shares` from the portfolio builder, executes the target from signal -date `t` at `open[t+1]`, then marks PnL as overnight movement on the old book -plus intraday movement on the newly filled book, minus trading cost. +This is still a **research-layer approximation**, not the trading simulator. At +this stage the framework has only an alpha weight file. It has not yet rounded +shares, checked limits, clipped trades, or paid costs. The purpose is to answer +a clean signal question: "Do these close-formed weights line up with returns +over the interval we could actually own after next-open execution?" The daily research return is: ```text -R[t] = sum_i(weight[i, t] * return[i, t+1]) / sum_i(abs(weight[i, t])) +R[t] = sum_i(weight[i, t] * (open[i, t+2] / open[i, t+1] - 1)) / sum_i(abs(weight[i, t])) ``` This has three important consequences: - The alpha is normalized by its gross exposure, so the scale of raw weights does not by itself create a higher return. -- The next day's return is used, so the test avoids look-ahead. -- The last signal date is dropped from performance metrics because there is no - next return for it. +- The new signal does not receive credit for the overnight gap from `close[t]` + to `open[t+1]`, because it cannot be traded until `open[t+1]`. +- The final two signal dates are dropped from performance metrics because they + do not have a complete next-open-to-next-open holding interval. -Turnover is also measured from the weights: +Turnover is still measured from the weights: ```text turnover[t] = sum_i(abs(weight[i, t] - weight[i, t-1])) / sum_i(abs(weight[i, t-1])) ``` -The annualized turnover numbers around 143x to 160x are a warning. Even a -positive signal can be hard to monetize if it asks the portfolio to trade too -much every day. +The annualized turnover numbers are a warning. Even a positive signal can be +hard to monetize if it asks the portfolio to trade too much every day. ## Step 7: Build A Portfolio From The Alpha @@ -325,24 +299,14 @@ logic. This is where a research portfolio starts to become a tradable portfolio. The continuous target portfolio matched the stored alpha almost exactly: -| run | target value identity max abs diff | alpha to target max abs diff | research correlation alpha vs portfolio | mean integer gross | mean L1 tracking | +| run | target_value identity max\|Δ\| | alpha→target max\|Δ\| | research corr(alpha,portfolio) | mean integer gross | mean L1 tracking | | --- | --- | --- | --- | --- | --- | | naive z-score (full) | 0.0000 | 0.00e+00 | 1.000000 | 9,138,331 | 2,542,655 | | rank (full) | 0.0000 | 0.00e+00 | 1.000000 | 8,984,098 | 2,678,278 | | rank (liquid subset) | 0.0000 | 0.00e+00 | 1.000000 | 9,810,256 | 862,303 | -The integer book is not exact because small target positions can be rounded -away. The liquid subset has lower tracking error because it spreads the book -over fewer and more tradable names. - ![Portfolio tracking](assets/reversal_5d_portfolio_tracking.png) -When you research a new alpha, ask two separate questions: - -- Does the continuous target portfolio match the alpha? It should. -- Does the integer tradable portfolio still resemble the target? It may not, - especially for small books or very broad universes. - ## Step 8: Simulate Execution And Costs Research returns are not the same as tradable PnL. The simulator executes the @@ -366,17 +330,19 @@ The execution results explain the final research conclusion: | run | corr(alpha, exec net) | PnL before cost | total cost | net PnL | mean daily turnover | | --- | --- | --- | --- | --- | --- | -| naive z-score (full) | 0.9675 | 1,838,974 | 13,032,720 | -11,193,746 | 0.5711 | -| rank (full) | 0.9613 | 5,052,067 | 11,713,451 | -6,661,383 | 0.5133 | -| rank (liquid subset) | 0.9762 | 11,017,842 | 12,733,803 | -1,715,960 | 0.5715 | +| naive z-score (full) | 0.8956 | 1,838,974 | 13,032,720 | -11,193,746 | 0.5711 | +| rank (full) | 0.9126 | 5,052,067 | 11,713,451 | -6,661,383 | 0.5133 | +| rank (liquid subset) | 0.8884 | 11,017,842 | 12,733,803 | -1,715,960 | 0.5715 | -The liquid rank run made about 11.0 million before cost, but paid about 12.7 -million in cost. That is why the final net PnL is negative. +For the liquid rank run, simulated PnL before cost is about +11,017,842, but total +cost is about 12,733,803. That is why +the final net PnL is weak or negative. This is not a contradiction. It is exactly what a research pipeline should show: -> The signal exists in the costless layer, but the daily implementation trades -> too much to keep the edge. +> The signal can exist in the costless layer, but the daily implementation can +> still trade too much to keep the edge. ![Execution vs research](assets/reversal_5d_exec_vs_research.png) @@ -384,22 +350,27 @@ This is not a contradiction. It is exactly what a research pipeline should show: The complete summary is: -| run | weighting | research cumulative return | research Sharpe | research turnover/year | exec before cost | exec net | exec net Sharpe | +| run | weighting | research cum | research Sharpe | research turn/yr | exec before cost | exec net | exec net Sharpe | | --- | --- | --- | --- | --- | --- | --- | --- | -| naive z-score (full) | z-score | -87.45% | -2.4515 | 160x | 18.39% | -111.94% | -1.4508 | -| rank (full) | rank | -3.48% | -0.0198 | 143x | 50.52% | -66.61% | -1.1839 | -| rank (liquid subset) | rank | 72.24% | 0.7310 | 148x | 110.18% | -17.16% | -0.2226 | +| naive z-score (full) | z-score | 41.40% | 0.4514 | 160× | 18.39% | -111.94% | -1.4508 | +| rank (full) | rank | 73.44% | 0.8860 | 143× | 50.52% | -66.61% | -1.1839 | +| rank (liquid subset) | rank | 209.58% | 1.4422 | 148× | 110.18% | -17.16% | -0.2226 | + +*Research = costless, no-look-ahead weights over the next-open-to-next-open +holding interval. Execution = next-open fills on the discretized integer book +under suspension / price-limit / volume-cap constraints, 5 bps commission + 5 +bps slippage.* Here is the interpretation: -- **Naive z-score full universe**: not a useful test of the reversal idea, - because the weighting scheme lets outliers dominate the book. +- **Naive z-score full universe**: positive under open-to-open research, but a + less reliable test of the reversal idea because the weighting scheme lets + outliers dominate parts of the book. - **Rank full universe**: a better test of the same idea, but still noisy because the universe includes too many problematic names. -- **Rank liquid subset**: the best signal-level test; it finds a positive +- **Rank liquid subset**: the best signal-level test; it finds the cleanest costless reversal effect. -- **Execution net**: all variants lose after cost at daily rebalance frequency, - so the implementation is not yet tradable. +- **Execution net**: daily rebalancing remains heavily constrained by cost. A beginner might look only at the final net PnL and say "the alpha failed." A researcher should be more precise: @@ -407,9 +378,25 @@ researcher should be more precise: > The raw 5-day reversal idea has signal value in a liquid universe, but the > current daily trading rule has too much turnover for the assumed cost model. -That distinction tells you what to try next. +## Step 10: Time Consumption By Phase -## Step 10: Reproduce The Experiment +| phase | rank full (s) | rank liquid (s) | +| --- | --- | --- | +| alpha compute | 94.1 | 107.8 | +| alpha eval | 93.3 | 96.9 | +| combo combine | 21.6 | 21.7 | +| portfolio build | 537.6 | 236.7 | +| portfolio eval | 95.1 | 88.3 | +| portfolio simulate | 139.6 | 139.1 | +| total | 981.3 | 690.5 | + +![Phase timings](assets/reversal_5d_phase_timings.png) + +`portfolio build` usually dominates because it iterates per signal date and +repairs a multi-thousand-name integer book under lot rules. The liquid run is +faster because it carries fewer non-zero names per date. + +## Step 11: Reproduce The Experiment These commands reproduce the important artifacts, assuming the full daily-bar dataset already exists at `data/daily_bars/all`. @@ -423,9 +410,7 @@ uv run python cli.py alpha compute --data-path data/daily_bars/all \ # Rank-weighted full and liquid runs. bash scripts/run_reversal_rank_e2e.sh -# Regenerate figures, diagnostics, and the older auto-generated report. -# This command rewrites this markdown file, so run it only when you want -# generated output to replace the tutorial. +# Regenerate figures, diagnostics, and this tutorial report. uv run python scripts/generate_reversal_5d_report.py ``` @@ -452,8 +437,9 @@ Use this checklist for a new idea. illiquid names. 5. Evaluate the alpha as a portfolio, not as a prediction. - Check cumulative return, Sharpe, drawdown, hit rate, and turnover. Do not add - IC/IR unless the framework's alpha convention changes. + Check cumulative return, Sharpe, drawdown, hit rate, and turnover over the + next-open-to-next-open holding interval. Do not add IC/IR unless the + framework's alpha convention changes. 6. Build the portfolio and inspect tracking. Confirm that target weights match the alpha, then check whether integer @@ -468,7 +454,7 @@ Use this checklist for a new idea. universe, construction, execution constraints, turnover, or cost. For this 5-day reversal study, the diagnosis is clear: **the signal-level result -is promising only after robust weighting and a liquid universe filter, but the +is most promising after robust weighting and a liquid universe filter, but the current implementation needs turnover control before it can be considered tradable.** diff --git a/pipeline/alpha/compute.py b/pipeline/alpha/compute.py index 7a3dbb9..9f238cc 100644 --- a/pipeline/alpha/compute.py +++ b/pipeline/alpha/compute.py @@ -25,9 +25,22 @@ def _pivot_close(df: pd.DataFrame) -> pd.DataFrame: return pivot.sort_index() -def _daily_returns(close: pd.DataFrame) -> pd.DataFrame: - """Compute daily returns from wide close DataFrame.""" - return close.pct_change(fill_method=None) +def _pivot_open(df: pd.DataFrame) -> pd.DataFrame: + """Pivot data to wide format: date index, columns = symbol_id, values = open.""" + pivot = df.pivot_table( + index="date", columns="symbol_id", values="open", aggfunc="first" + ) + return pivot.sort_index() + + +def _forward_open_to_open_returns(open_: pd.DataFrame) -> pd.DataFrame: + """Return earned by a close-formed signal after next-open execution. + + A weight formed after close on date t can first be traded at open[t+1]. + With daily retargeting it is then held until open[t+2], so the signal-date + forward return is open[t+2] / open[t+1] - 1. + """ + return open_.shift(-2).divide(open_.shift(-1)) - 1.0 def investable_universe_mask( @@ -150,11 +163,11 @@ def evaluate_alpha(alpha_df: pd.DataFrame, data_df: pd.DataFrame) -> dict: Computes return, annualized Sharpe, annualized turnover, max drawdown. - Alpha is interpreted as POSITION WEIGHTS, not predictions. - Return on date t = sum(weight[s,t] * realized_return[s,t+1]) / - sum(abs(weight[s,t])). This matches the close-derived signal convention: - weights formed with close[t] earn the next close-to-close return, avoiding - look-ahead. + Alpha is interpreted as POSITION WEIGHTS, not predictions. A close-formed + weight on date t is assumed tradable at open[t+1] and held until open[t+2]. + Return on signal date t = sum(weight[s,t] * open_to_open_return[s,t]) / + sum(abs(weight[s,t])). This matches the execution convention without + crediting the new signal for the overnight gap before it can be traded. Args: alpha_df: DataFrame with ALPHA_COLUMNS. @@ -164,8 +177,8 @@ def evaluate_alpha(alpha_df: pd.DataFrame, data_df: pd.DataFrame) -> dict: Dict with metrics: cumulative_return, sharpe_annual, turnover_annual, max_drawdown, hit_rate, n_dates. """ - close = _pivot_close(data_df) - returns = _daily_returns(close) + open_ = _pivot_open(data_df) + fwd_returns_all = _forward_open_to_open_returns(open_) # Pivot alpha weights to wide format weights = alpha_df.pivot_table( @@ -173,11 +186,12 @@ def evaluate_alpha(alpha_df: pd.DataFrame, data_df: pd.DataFrame) -> dict: ).sort_index() # Align weights to signal dates that exist on the market calendar. Compute - # forward returns on the full market calendar first, so sparse signal grids - # still earn the next available data date instead of the next signal date. - common_dates = weights.index.intersection(returns.index) + # forward open-to-open returns on the full market calendar first, so sparse + # signal grids still earn the next available open-to-open interval instead + # of the next signal date. + common_dates = weights.index.intersection(open_.index) weights = weights.loc[common_dates] - fwd_returns = returns.shift(-1).reindex(common_dates) + fwd_returns = fwd_returns_all.reindex(common_dates) if len(common_dates) < 1: return { @@ -189,8 +203,9 @@ def evaluate_alpha(alpha_df: pd.DataFrame, data_df: pd.DataFrame) -> dict: "n_dates": 0, } - # Daily portfolio return = sum(w_t * r_{t+1}) / sum(|w_t|). - # The last signal date has no next-period return and is dropped below. + # Daily portfolio return = sum(w_t * r_open[t+1→t+2]) / sum(|w_t|). + # The final two signal dates have no complete next-open holding interval + # and are dropped below. gross = weights.abs().sum(axis=1) daily_returns = ( (weights * fwd_returns).sum(axis=1, min_count=1) diff --git a/pipeline/portfolio/construct.py b/pipeline/portfolio/construct.py index b6842eb..5f785cc 100644 --- a/pipeline/portfolio/construct.py +++ b/pipeline/portfolio/construct.py @@ -7,9 +7,9 @@ across dates (positions are stateful, unlike alphas/combos), discretizing and repairing each day's target into a tradable integer book. Return-convention note: weights here are *target allocations*. The research -evaluation in :mod:`pipeline.portfolio.research` marks them close-to-close on the -*next* period (no look-ahead); the execution simulator marks the actually-filled -book at the next open. See those modules for details. +evaluation in :mod:`pipeline.portfolio.research` marks them from next open to +the following open (no look-ahead); the execution simulator marks the +actually-filled book at the next open. See those modules for details. """ from __future__ import annotations diff --git a/pipeline/portfolio/research.py b/pipeline/portfolio/research.py index b986844..a843bc3 100644 --- a/pipeline/portfolio/research.py +++ b/pipeline/portfolio/research.py @@ -6,9 +6,10 @@ trading constraints. Metrics are return / Sharpe / turnover / max-drawdown / convention that an alpha is a position weight, not a return predictor. Return convention (documented): the target weight formed from information at -date ``t`` earns the *next* period's close-to-close return, i.e. weights are -shifted one day relative to realized returns, so there is no look-ahead: -``R_t = sum_i w_{i,t} · r_{i,t+1}`` normalized by gross exposure. +date ``t`` is assumed tradable at ``open[t+1]`` and held until ``open[t+2]``. +This is a costless approximation of the next-open execution path: no lots, +constraints, or costs, but no credit for an overnight gap that the new signal +could not have owned. """ from __future__ import annotations @@ -26,27 +27,27 @@ def evaluate_portfolio(positions_df: pd.DataFrame, data_df: pd.DataFrame) -> dic Args: positions_df: POSITION_COLUMNS (uses ``target_weight``; zero-gross construction carry dates remain flat in this research view). - data_df: DATA_COLUMNS (uses ``close`` for returns). + data_df: DATA_COLUMNS (uses ``open`` for returns). Returns: Dict with ``cumulative_return, sharpe_annual, turnover_annual, max_drawdown, fitness, hit_rate, n_dates``. No IC key. """ - close = data_df.pivot_table( - index="date", columns="symbol_id", values="close", aggfunc="first" + open_ = data_df.pivot_table( + index="date", columns="symbol_id", values="open", aggfunc="first" ).sort_index() - returns = close.pct_change(fill_method=None) + fwd = open_.shift(-2).divide(open_.shift(-1)) - 1.0 weights = positions_df.pivot_table( index="date", columns="symbol_id", values="target_weight", aggfunc="first" ).sort_index() - common = weights.index.intersection(returns.index) + common = weights.index.intersection(open_.index) weights = weights.loc[common] # Compute forward returns on the full market calendar before selecting - # signal dates. This preserves next-period returns when the signal grid is - # sparser than the data grid. - fwd = returns.shift(-1).reindex(common) + # signal dates. This preserves the next available open-to-open holding + # interval when the signal grid is sparser than the data grid. + fwd = fwd.reindex(common) empty = { "cumulative_return": 0.0, "sharpe_annual": 0.0, "turnover_annual": 0.0, @@ -58,7 +59,7 @@ def evaluate_portfolio(positions_df: pd.DataFrame, data_df: pd.DataFrame) -> dic return empty gross = weights.abs().sum(axis=1) - # Weights at t earn the return from t to t+1. + # Weights at t earn the costless tradable interval open[t+1] -> open[t+2]. daily = ( (weights * fwd).sum(axis=1, min_count=1) / gross.replace(0.0, np.nan) diff --git a/scripts/generate_reversal_5d_report.py b/scripts/generate_reversal_5d_report.py index 3fad624..ea023e0 100644 --- a/scripts/generate_reversal_5d_report.py +++ b/scripts/generate_reversal_5d_report.py @@ -7,7 +7,7 @@ Covers three runs of the same 5-day reversal *signal* under this repo's rank_full : reversal_rank (rank weighting), full ~5k all-universe rank_liquid : reversal_rank (rank weighting), per-date liquid subset -For each run it checks artifact storage, recomputes no-lookahead research +For each run it checks artifact storage, recomputes no-lookahead open-to-open research metrics, measures how close the constructed portfolio is to the alpha and how close the simulated net PnL is to the alpha, and renders a markdown report plus PNG visualizations under docs/. @@ -159,7 +159,7 @@ def _additive_metrics(daily: pd.Series) -> dict: def _research_returns(weights: pd.DataFrame, fwd: pd.DataFrame) -> pd.Series: - """w_t · r_{t+1} / sum|w_t| on the signal calendar (no lookahead).""" + """w_t · r_open[t+1→t+2] / sum|w_t| on the signal calendar.""" w = weights f = fwd.reindex(index=w.index, columns=w.columns) gross = w.abs().sum(axis=1) @@ -363,7 +363,7 @@ def plot_research_equity(results: dict) -> Path: f"(Sharpe {results[k]['alpha_metrics']['sharpe_annual']:.2f})") ax.axhline(1.0, color="#666", linewidth=0.8) ax.set_yscale("log") - ax.set_title("Costless no-lookahead alpha research equity (log scale)") + ax.set_title("Costless next-open-to-next-open alpha research equity (log scale)") ax.set_ylabel("growth of 1.0") ax.grid(True, which="both", alpha=0.25) ax.legend(loc="best") @@ -598,176 +598,455 @@ def render_report(results: dict, data_summary: dict, timings: dict, return float("nan") return results[run_key]["alpha_metrics"]["cumulative_return"] - return f"""# 5-Day Reversal — End-to-End Pipeline Report + return f"""# Tutorial: Testing a 5-Day Reversal Alpha Generated: {datetime.now().isoformat(timespec="seconds")} -This report runs the **5-day reversal** signal end to end through the decoupled -pipeline (`data → alpha → combo → portfolio build → portfolio simulate/eval`) on -the full downloaded A-share universe, and answers the seven review questions: -alpha storage, metric sanity, NaN/look-ahead handling, alpha↔portfolio -closeness, alpha↔PnL closeness, per-phase timing, and visualizations. +This document is a teaching walkthrough for someone who is new to this research +framework and only lightly familiar with quant research. We will use one +concrete experiment, a 5-day reversal alpha on the full downloaded Chinese +A-share universe, to learn how the framework defines an alpha, stores it, tests +it, turns it into a portfolio, and explains the gap between a research result +and simulated trading PnL. -Per this repo's convention an **alpha is a signed cross-sectional position -weight, not a return predictor**, so evaluation is return / Sharpe / turnover / -drawdown — there is deliberately **no IC/IR** anywhere. +The important point is not the timestamp; it is the research method. -## TL;DR +## The Research Question -The naive built-in `reversal` alpha (raw `-pct_change(5)` then cross-sectional -**z-score**) loses **{_pct(cum('naive_full'))}** in costless research on the full -~5,200-name universe. That is **not** evidence the signal is bad — it is an -artifact of z-score weighting on A-shares: a handful of newly listed / -post-suspension / limit-up names produce huge `pct_change` outliers, and -z-scoring pours the book into exactly those names (stored weights reach -{results['naive_full']['storage']['weight_min']:.0f}σ). +A quant research project starts with a hypothesis: -Switching only the **weighting** to a bounded cross-sectional **rank** -(`reversal_rank`) and restricting to a per-date **liquid, non-ST, tradable** -universe recovers a genuine reversal edge: **{_pct(cum('rank_liquid')) if rliq else float('nan')}** -costless research cumulative return at Sharpe -**{results['rank_liquid']['alpha_metrics']['sharpe_annual']:.2f}** with a -{_pct(results['rank_liquid']['alpha_metrics']['hit_rate']) if rliq else 'n/a'} daily hit rate. +> If a stock fell a lot over the last few trading days, it may rebound soon; if +> it rose a lot, it may cool off soon. -The binding constraint is **cost, not signal**: at ~{results['rank_liquid']['alpha_metrics']['turnover_annual']:.0f}×/year -turnover, a 10 bps one-way per-trade cost (5 bps commission + 5 bps slippage, -charged on each leg — so ~20 bps per round trip) erases the edge — every variant -is negative after costs. A tradable 5-day reversal needs -turnover control, not a different signal. +This is called **short-horizon reversal**. It is a simple idea: recent losers +are candidates to buy, and recent winners are candidates to sell or underweight. +In this repo, the tested version looks back 5 trading days. -## Headline Metrics +The central research question is: -{headline} +> Does this 5-day reversal rule create useful portfolio returns after the +> framework applies realistic storage, portfolio construction, execution +> constraints, and trading costs? -*Research = costless, no-look-ahead weights · next-day return. Execution = next-open -fills on the discretized integer book under suspension / price-limit / volume-cap -constraints, 5 bps commission + 5 bps slippage.* +The answer from this run is nuanced: + +- The naive built-in version is positive under the tradable + next-open-to-next-open research convention (**{_pct(cum('naive_full'))}**), + but its stored weights still show that raw z-score weighting is too sensitive + to A-share outliers. +- A rank-weighted version on a liquid, non-ST, tradable universe has a positive + costless research result: **{_pct(cum('rank_liquid')) if rliq else 'n/a'}** + at Sharpe **{results['rank_liquid']['alpha_metrics']['sharpe_annual']:.2f}**. +- The daily-traded implementation is still not tradable after costs because + turnover is too high. + +That is a normal research outcome. Good research is not just asking "did the +backtest go up?" It is asking **which layer explains the result**: signal, +weighting, universe, construction, execution, or cost. + +## How This Framework Defines An Alpha + +In many quant textbooks, an alpha is described as a **prediction** of future +returns. This framework uses a stricter and more practical convention: + +> An alpha is a signed cross-sectional position weight. + +That sentence is the key to the whole repo. + +- **Signed** means positive values are long exposure and negative values are + short exposure. +- **Cross-sectional** means the alpha compares stocks to other stocks on the + same date. +- **Position weight** means the output is already an instruction about what the + portfolio wants to own. It is not merely a score to correlate with future + returns. + +The stored alpha file always has this schema: + +| column | meaning | +| --- | --- | +| `symbol_id` | Stock identifier such as `sh600000` or `sz000001`. | +| `date` | The signal date. The alpha is formed using information known by this date's close. | +| `alpha_name` | A label for this particular run, such as `reversal_5d_all`. | +| `weight` | Signed desired exposure. Positive means long; negative means short. | + +Because the framework treats alphas as position weights, it evaluates them with +portfolio metrics: return, Sharpe, turnover, drawdown, and hit rate. It does +**not** use IC/IR, because IC/IR would treat the alpha as a return predictor. + +## The Pipeline In One Picture + +Every phase reads parquet files and writes parquet files. That makes the system +easy to inspect and rerun one layer at a time. + +```text +daily bars + -> alpha weights + -> combined weights + -> portfolio targets and integer positions + -> simulated fills and PnL + -> evaluation metrics +``` + +For this experiment, the important phases are: + +| phase | command family | what it teaches you | +| --- | --- | --- | +| Data | `cli.py data download` | What market data is available. | +| Alpha compute | `cli.py alpha compute` | How a raw research idea becomes stored weights. | +| Alpha eval | `cli.py alpha eval` | How close-formed weights perform over the tradable next-open-to-next-open interval. | +| Combo | `cli.py combo combine` | How one or more alphas become one combined book. | +| Portfolio build | `cli.py portfolio build` | How weights become target values and integer shares. | +| Portfolio simulate | `cli.py portfolio simulate` | How the integer book trades at next open with constraints and costs. | +| Portfolio eval | `cli.py portfolio eval` | How the continuous target portfolio behaves over the same costless open-to-open research interval. | + +In a real research workflow, you should learn to pause after every phase and +inspect the parquet output. Most mistakes are easier to find at the interface +between two phases than at the final PnL line. + +## Step 1: Define The Raw Reversal Signal + +The built-in 5-day reversal alpha is implemented as: + +```python +signal = -close.pct_change(5, fill_method=None) +``` + +For stock `i` on date `t`, this is approximately: + +```text +signal[i, t] = -(close[i, t] / close[i, t-5] - 1) +``` + +So: + +- If a stock rose by 10% over the last 5 trading days, the raw signal is `-10%`. + It becomes a candidate short or underweight. +- If a stock fell by 10% over the last 5 trading days, the raw signal is `+10%`. + It becomes a candidate long or overweight. + +Notice the timing. The signal uses prices through date `t`. It must not use the +return from `t` to `t+1`, because that is the future. The costless alpha +evaluator tests the weight formed on date `t` over the tradable interval from +`open[t+1]` to `open[t+2]`; the later execution simulator is the separate layer +that trades the constructed integer book at the next open. + +## Step 2: Turn A Signal Into Cross-Sectional Weights + +By default, `BaseAlpha.to_weights()` does a cross-sectional z-score each date: + +```text +weight[i, t] = (signal[i, t] - mean_signal[t]) / std_signal[t] +``` + +This means the framework asks: + +> On this date, which stocks have stronger reversal scores than the rest of the +> market, and by how much? + +That is useful, but it has a weakness. If a few stocks have extreme trailing +returns because they are newly listed, suspended, illiquid, or limit-constrained, +z-scoring can put a very large amount of relative exposure into exactly those +names. + +That is visible in the naive full-universe run. Stored weights reached about +`{results['naive_full']['storage']['weight_min']:.0f}` standard deviations. The +result is positive under the open-to-open convention, but it is much weaker and +less robust than the rank-weighted versions: + +| run | weighting | research cumulative return | research Sharpe | research turnover/year | +| --- | --- | --- | --- | --- | +| naive z-score, full universe | z-score | {_pct(cum('naive_full'))} | {results['naive_full']['alpha_metrics']['sharpe_annual']:.4f} | {results['naive_full']['alpha_metrics']['turnover_annual']:.0f}x | + +The lesson is not "reversal is solved." The lesson is: + +> The same raw signal can become a fragile portfolio if the weighting method +> reacts badly to outliers. + +## Step 3: Make The Weighting More Robust + +The repo also has a rank-weighted version, `reversal_rank`. It uses the same raw +5-day reversal signal, but converts the cross-section to ranks instead of +z-scores: + +```python +ranks = signal.rank(axis=1) +weights = ranks.subtract(ranks.mean(axis=1), axis=0) +``` + +Rank weighting keeps the ordering of stocks but removes the importance of the +exact outlier magnitude. A stock can be "the worst recent loser" or "the best +recent winner," but it cannot become dozens of standard deviations important +just because its raw percentage move is unusual. + +The full-universe rank version was much less pathological, but still not a +clean signal: + +| run | weighting | research cumulative return | research Sharpe | research turnover/year | +| --- | --- | --- | --- | --- | +| rank, full universe | rank | {_pct(cum('rank_full')) if rfull else 'n/a'} | {results['rank_full']['alpha_metrics']['sharpe_annual']:.4f} | {results['rank_full']['alpha_metrics']['turnover_annual']:.0f}x | + +That tells us the weighting fix helped, but the universe still contains many +names that are poor candidates for a daily reversal strategy. + +## Step 4: Define The Investable Universe + +An alpha should be tested on stocks that could plausibly be traded. The liquid +run applies a per-date mask before weights are created. A stock must be: + +- seasoned, with at least 60 observed closes; +- currently tradable, using `tradestatus == 1`; +- not ST, using `isST == 0`; +- inside the top 1000 names by trailing 20-day average traded amount. + +This mask is applied to the signal, not to the price history used to compute the +5-day return. That distinction matters. We still compute `pct_change(5)` on the +full contiguous price history, then decide which names are eligible to hold on +each signal date. + +The liquid rank result is the cleanest research result: + +| run | weighting | universe | research cumulative return | research Sharpe | hit rate | +| --- | --- | --- | --- | --- | --- | +| rank, liquid subset | rank | top 1000 liquid, tradable, non-ST | {_pct(cum('rank_liquid')) if rliq else 'n/a'} | {results['rank_liquid']['alpha_metrics']['sharpe_annual']:.4f} | {_pct(results['rank_liquid']['alpha_metrics']['hit_rate']) if rliq else 'n/a'} | + +This is the first point where a researcher can say: + +> There appears to be a real 5-day reversal effect in a cleaner A-share +> universe, before trading costs. + +That last phrase, **before trading costs**, is essential. ![Research equity](assets/reversal_5d_research_equity.png) -## 1. Are Alpha Values Properly Stored? +## Step 5: Check That The Alpha File Is Sane -All alpha artifacts conform to `ALPHA_COLUMNS` (`symbol_id`, `date`, `alpha_name`, -`weight`), carry no null / non-finite weights, no duplicate `(symbol_id, date)` -keys, and have numerically-zero daily cross-sectional means (weights are -demeaned per date). +Before trusting any metric, inspect the stored alpha artifact. The run checked: + +- The columns match `ALPHA_COLUMNS`. +- There are no null weights. +- There are no non-finite weights. +- There are no duplicate `(symbol_id, date)` rows. +- The daily cross-sectional mean is approximately zero. +- A one-alpha combo is an exact identity transform. {storage} -The decisive storage signal is the **weight range**. The naive z-score alpha -stores weights as extreme as -`[{results['naive_full']['storage']['weight_min']:.0f}, {results['naive_full']['storage']['weight_max']:.0f}]` — -single names tens of sigma from the cross-section. Rank weighting is bounded by -construction, so its stored weights are well-behaved. Same signal, completely -different book. +The rank ranges look numerically large because rank weights scale with the +number of names. That is fine: later evaluation divides by gross exposure, and +portfolio construction normalizes by `sum(abs(weight))`. The important +difference is that rank weights are bounded by cross-sectional rank, not by the +raw size of an abnormal stock move. ![Weight distributions](assets/reversal_5d_weight_distributions.png) -## 2. Do The Alpha Metrics Make Sense? +## Step 6: Understand The Alpha Evaluation Formula -Yes, and they tell a coherent story: +The costless alpha evaluator now asks: -- The **z-score full** run is dominated by a few outlier names; its research - Sharpe of {results['naive_full']['alpha_metrics']['sharpe_annual']:.2f} reflects a - book that is effectively long/short a tiny set of extreme movers, which in - A-shares keep trending — so the reversal bet loses. -- **Rank full** ({_pct(cum('rank_full')) if rfull else 'n/a'}) is roughly flat: - the direction is right (hit rate - {_pct(results['rank_full']['alpha_metrics']['hit_rate']) if rfull else 'n/a'}) but - the long tail of illiquid / ST / freshly listed names adds noise. -- **Rank liquid** is the clean result: a positive, monotone reversal premium - ({_pct(cum('rank_liquid')) if rliq else 'n/a'}, Sharpe - {results['rank_liquid']['alpha_metrics']['sharpe_annual']:.2f}) once the - investable universe is sane. +> If we compute alpha weights after close on date `t`, trade them at `open[t+1]`, +> and hold them until `open[t+2]`, what return would we earn before costs? -This matches the prior literature that short-horizon reversal is a real but -liquidity- and cost-sensitive A-share effect. +This is still a **research-layer approximation**, not the trading simulator. At +this stage the framework has only an alpha weight file. It has not yet rounded +shares, checked limits, clipped trades, or paid costs. The purpose is to answer +a clean signal question: "Do these close-formed weights line up with returns +over the interval we could actually own after next-open execution?" -## 3. NaN And Look-Ahead Handling +The daily research return is: -- The raw signal uses `close.pct_change(5, fill_method=None)` — missing prices - are **not** forward-filled, so a suspended name does not silently inherit a - stale price. -- Weights are formed at close `t` and earn the **next** close-to-close return - `t → t+1`. Forward returns are computed on the full market calendar *before* - selecting signal dates, so a sparse signal grid still earns the next - *available* return rather than the next signal date. The final signal date, - which has no forward return, is dropped from metrics (that is why the - research day count is one less than the stored signal-date count). -- The liquid-universe mask is applied to the **signal**, not to the price - history: `pct_change(5)` is always computed on contiguous prices, and the mask - only decides what is *held*. It uses `tradestatus`, `isST`, a ≥60-session - seasoning rule, and a trailing-20-day liquidity rank — all backward-looking. +```text +R[t] = sum_i(weight[i, t] * (open[i, t+2] / open[i, t+1] - 1)) / sum_i(abs(weight[i, t])) +``` -## 4. How Close Are Alpha And Constructed Portfolio? +This has three important consequences: -`portfolio build` normalizes the alpha to `target_weight = w / Σ|w|` and scales -by booksize. The continuous target portfolio is an exact normalization of the -stored alpha (research return correlation ≈ 1.0); the **integer** book then -diverges because small per-name targets are rounded away under A-share lot -rules. +- The alpha is normalized by its gross exposure, so the scale of raw weights + does not by itself create a higher return. +- The new signal does not receive credit for the overnight gap from `close[t]` + to `open[t+1]`, because it cannot be traded until `open[t+1]`. +- The final two signal dates are dropped from performance metrics because they + do not have a complete next-open-to-next-open holding interval. + +Turnover is still measured from the weights: + +```text +turnover[t] = sum_i(abs(weight[i, t] - weight[i, t-1])) / sum_i(abs(weight[i, t-1])) +``` + +The annualized turnover numbers are a warning. Even a positive signal can be +hard to monetize if it asks the portfolio to trade too much every day. + +## Step 7: Build A Portfolio From The Alpha + +The alpha file is still an abstract research book. `portfolio build` turns it +into target exposures and integer shares. + +The main normalization is: + +```text +target_weight[i, t] = weight[i, t] / sum_i(abs(weight[i, t])) +target_value[i, t] = booksize * target_weight[i, t] +target_shares[i, t] = target_value[i, t] / construction_price[i, t] +``` + +Then the framework creates an integer A-share book using lot rules and repair +logic. This is where a research portfolio starts to become a tradable portfolio. + +The continuous target portfolio matched the stored alpha almost exactly: {closeness} ![Portfolio tracking](assets/reversal_5d_portfolio_tracking.png) -## 5. How Close Are Alpha Metrics And Final PnL? +## Step 8: Simulate Execution And Costs -The costless research metric and the simulated net PnL diverge for two -mechanical reasons, both quantified below: (a) **execution friction** — next-open -fills, integer shares, and constraints; and (b) **cost** — the dominant term -here. +Research returns are not the same as tradable PnL. The simulator executes the +integer `position_shares` at the next available open and applies constraints: + +- suspension; +- price limit; +- volume cap; +- proportional trading cost. + +The cost model is: + +```text +cost = abs(traded_shares * open) * (cost_bps + slippage_bps) / 10000 +``` + +For this run, cost is 5 bps commission plus 5 bps slippage. Slippage is treated +as cash cost, not as an additional execution price adjustment. + +The execution results explain the final research conclusion: {exec_close} -The research↔execution-net daily-return correlation stays high (the book *does* -track the signal), but the level collapses after cost. For the liquid run, gross -costless edge is real yet total cost -(**{_money(results['rank_liquid']['execution']['total_cost']) if rliq and results['rank_liquid']['execution'].get('exists') else 'n/a'}**) -swamps it. This is the central finding: 5-day reversal is a signal you must trade -*slowly* to monetize. +For the liquid rank run, simulated PnL before cost is about +{_money(results['rank_liquid']['execution']['total_pnl_before_cost']) if rliq and results['rank_liquid']['execution'].get('exists') else 'n/a'}, but total +cost is about {_money(results['rank_liquid']['execution']['total_cost']) if rliq and results['rank_liquid']['execution'].get('exists') else 'n/a'}. That is why +the final net PnL is weak or negative. + +This is not a contradiction. It is exactly what a research pipeline should show: + +> The signal can exist in the costless layer, but the daily implementation can +> still trade too much to keep the edge. ![Execution vs research](assets/reversal_5d_exec_vs_research.png) -## 6. Time Consumption By Phase +## Step 9: Read The Headline Metrics Like A Researcher + +The complete summary is: + +{headline} + +*Research = costless, no-look-ahead weights over the next-open-to-next-open +holding interval. Execution = next-open fills on the discretized integer book +under suspension / price-limit / volume-cap constraints, 5 bps commission + 5 +bps slippage.* + +Here is the interpretation: + +- **Naive z-score full universe**: positive under open-to-open research, but a + less reliable test of the reversal idea because the weighting scheme lets + outliers dominate parts of the book. +- **Rank full universe**: a better test of the same idea, but still noisy + because the universe includes too many problematic names. +- **Rank liquid subset**: the best signal-level test; it finds the cleanest + costless reversal effect. +- **Execution net**: daily rebalancing remains heavily constrained by cost. + +A beginner might look only at the final net PnL and say "the alpha failed." A +researcher should be more precise: + +> The raw 5-day reversal idea has signal value in a liquid universe, but the +> current daily trading rule has too much turnover for the assumed cost model. + +## Step 10: Time Consumption By Phase {timing_tbl} ![Phase timings](assets/reversal_5d_phase_timings.png) -`portfolio build` dominates because it iterates per signal date and repairs a -multi-thousand-name integer book under lot rules. The liquid run is faster -across the board because it carries far fewer non-zero names per date. +`portfolio build` usually dominates because it iterates per signal date and +repairs a multi-thousand-name integer book under lot rules. The liquid run is +faster because it carries fewer non-zero names per date. -## 7. Reproduce The Run +## Step 11: Reproduce The Experiment + +These commands reproduce the important artifacts, assuming the full daily-bar +dataset already exists at `data/daily_bars/all`. ```bash -# naive z-score baseline (full universe) — the built-in alpha, unchanged +# Naive z-score baseline: built-in reversal alpha, full universe. uv run python cli.py alpha compute --data-path data/daily_bars/all \\ - --alpha-name reversal_5d_all --alpha-type reversal --lookback 5 --output-dir alphas + --alpha-name reversal_5d_all --alpha-type reversal --lookback 5 \\ + --output-dir alphas -# robust rank weighting, full + liquid universe (one script, both runs) +# Rank-weighted full and liquid runs. bash scripts/run_reversal_rank_e2e.sh -# regenerate this report + figures +# Regenerate figures, diagnostics, and this tutorial report. uv run python scripts/generate_reversal_5d_report.py ``` -## Interpretation & Next Steps +If you are learning the framework, do not run the whole pipeline blindly. Run +one phase, inspect the output parquet, then continue. -The pipeline is internally consistent end to end: storage validates, the trivial -one-alpha combo is an exact identity, the continuous target portfolio matches the -alpha, and the execution layer cleanly explains the gap to net PnL via friction -and cost. The premise that 5-day reversal "produces not-bad PnL" holds **at the -signal level** once weighting and universe are sane (rank + liquid), but **fails -net of cost** at daily rebalance frequency. +## How To Research Your Own Alpha -Recommended next diagnostics: +Use this checklist for a new idea. -- **Turnover control** — the highest-leverage lever: hold bands / no-trade zones, - weight smoothing, or longer rebalance spacing to cut the ~150×/yr turnover. -- Volatility-scaled or decayed reversal to reduce churn. -- Sweep the liquidity cutoff and lookback to map the cost/edge frontier. +1. State the hypothesis in plain language. + Example: "Stocks with poor 5-day returns may rebound over the next day." + +2. Write the raw signal. + Implement `signal(close) -> wide DataFrame` in an alpha class. Higher values + should mean stronger long preference. + +3. Choose the weighting method. + The default z-score is useful, but it can be fragile. Consider rank weights, + caps, neutralization, or liquidity-aware filters if outliers dominate. + +4. Define the investable universe before trusting results. + Make sure the strategy is not depending on suspended, ST, newly listed, or + illiquid names. + +5. Evaluate the alpha as a portfolio, not as a prediction. + Check cumulative return, Sharpe, drawdown, hit rate, and turnover over the + next-open-to-next-open holding interval. Do not add IC/IR unless the + framework's alpha convention changes. + +6. Build the portfolio and inspect tracking. + Confirm that target weights match the alpha, then check whether integer + shares still track the target book. + +7. Simulate execution with costs. + The final research question is not only "is there a signal?" It is "is there + enough signal left after realistic trading?" + +8. Diagnose the failure layer. + If results are bad, identify whether the problem is the raw signal, weighting, + universe, construction, execution constraints, turnover, or cost. + +For this 5-day reversal study, the diagnosis is clear: **the signal-level result +is most promising after robust weighting and a liquid universe filter, but the +current implementation needs turnover control before it can be considered +tradable.** + +## Next Research Directions + +The natural next experiments are: + +- Add turnover control: no-trade bands, slower rebalancing, or weight smoothing. +- Sweep the lookback window: compare 3-day, 5-day, 10-day, and 20-day reversal. +- Sweep liquidity filters: top 500, top 1000, top 1500 by traded amount. +- Add position caps so no single name can dominate after normalization. +- Compare rank weighting with volatility-scaled reversal. + +The most important habit is to keep the layers separate. A good alpha research +workflow does not stop at a single performance number; it explains how the idea +travels from hypothesis, to signal, to weights, to portfolio, to executable PnL. """ @@ -776,13 +1055,15 @@ def main() -> None: DIAGNOSTICS_PATH.parent.mkdir(parents=True, exist_ok=True) print("loading data ...") - data = pd.read_parquet(DATA_PATH, columns=["symbol_id", "date", "close"]) + data = pd.read_parquet(DATA_PATH, columns=["symbol_id", "date", "open", "close"]) data["date"] = pd.to_datetime(data["date"]) data_dates = pd.DatetimeIndex(sorted(data["date"].unique())) by_date = data.groupby("date")["symbol_id"].size() close = data.pivot_table(index="date", columns="symbol_id", values="close", aggfunc="first").sort_index() - fwd = close.pct_change(fill_method=None).shift(-1) + open_ = data.pivot_table(index="date", columns="symbol_id", values="open", + aggfunc="first").sort_index() + fwd = open_.shift(-2).divide(open_.shift(-1)) - 1.0 data_summary = { "rows": int(len(data)), "symbols": int(data["symbol_id"].nunique()), diff --git a/tests/test_alpha.py b/tests/test_alpha.py index 4f17eed..17ed739 100644 --- a/tests/test_alpha.py +++ b/tests/test_alpha.py @@ -78,17 +78,17 @@ def test_evaluate_alpha_keys(): assert key in metrics -def test_evaluate_alpha_uses_next_period_returns(): - dates = pd.date_range("2024-01-01", periods=4) +def test_evaluate_alpha_uses_next_open_to_next_open_returns(): + dates = pd.date_range("2024-01-01", periods=5) data = pd.concat([ pd.DataFrame({ "symbol_id": "sh600000", "symbol_name": "sh600000", "date": dates, - "open": [100.0, 200.0, 200.0, 200.0], - "high": [100.0, 200.0, 200.0, 200.0], - "low": [100.0, 200.0, 200.0, 200.0], - "close": [100.0, 200.0, 200.0, 200.0], + "open": [100.0, 100.0, 100.0, 100.0, 200.0], + "high": [100.0, 1000.0, 1000.0, 1000.0, 1000.0], + "low": [100.0, 1000.0, 1000.0, 1000.0, 1000.0], + "close": [100.0, 1000.0, 1000.0, 1000.0, 1000.0], "volume": 1_000.0, "amount": 1_000.0, }), @@ -96,10 +96,10 @@ def test_evaluate_alpha_uses_next_period_returns(): "symbol_id": "sz000001", "symbol_name": "sz000001", "date": dates, - "open": [100.0, 100.0, 200.0, 200.0], - "high": [100.0, 100.0, 200.0, 200.0], - "low": [100.0, 100.0, 200.0, 200.0], - "close": [100.0, 100.0, 200.0, 200.0], + "open": [100.0, 100.0, 100.0, 200.0, 200.0], + "high": [100.0, 10.0, 10.0, 10.0, 10.0], + "low": [100.0, 10.0, 10.0, 10.0, 10.0], + "close": [100.0, 10.0, 10.0, 10.0, 10.0], "volume": 1_000.0, "amount": 1_000.0, }), @@ -114,7 +114,7 @@ def test_evaluate_alpha_uses_next_period_returns(): metrics = evaluate_alpha(alpha, data) assert metrics["n_dates"] == 2 - assert np.isclose(metrics["cumulative_return"], 0.5) + assert np.isclose(metrics["cumulative_return"], 1.25) def test_evaluate_alpha_excludes_signal_without_forward_return(): @@ -145,7 +145,7 @@ def test_evaluate_alpha_excludes_signal_without_forward_return(): ], ignore_index=True) alpha = pd.DataFrame({ "symbol_id": ["sh600000", "sz000001", "sh600000", "sz000001"], - "date": [dates[1], dates[1], dates[2], dates[2]], + "date": [dates[0], dates[0], dates[1], dates[1]], "alpha_name": ["toy"] * 4, "weight": [1.0, -1.0, -1.0, 1.0], }) @@ -347,4 +347,3 @@ def test_universe_filter_does_not_corrupt_signal_history(): held = set(filtered.loc[filtered["weight"] != 0.0, "symbol_id"].unique()) # The two most liquid names (highest amount) are sh600519, sz300750. assert held == {"sh600519", "sz300750"} - diff --git a/tests/test_portfolio.py b/tests/test_portfolio.py index 64d2ddf..9157fd1 100644 --- a/tests/test_portfolio.py +++ b/tests/test_portfolio.py @@ -540,13 +540,13 @@ def test_evaluate_portfolio_keys_no_ic(): def test_evaluate_portfolio_excludes_signal_without_forward_return(): dates = pd.date_range("2024-01-01", periods=3) data = pd.DataFrame([ - {"symbol_id": sym, "date": d, "close": price} + {"symbol_id": sym, "date": d, "open": price, "close": price} for d, prices in zip(dates, [(100.0, 100.0), (100.0, 100.0), (200.0, 100.0)]) for sym, price in zip(("sh600000", "sz000001"), prices) ]) positions = pd.DataFrame({ "symbol_id": ["sh600000", "sz000001", "sh600000", "sz000001"], - "date": [dates[1], dates[1], dates[2], dates[2]], + "date": [dates[0], dates[0], dates[1], dates[1]], "portfolio_name": ["run1"] * 4, "target_weight": [0.5, -0.5, -0.5, 0.5], "target_value": [500.0, -500.0, -500.0, 500.0],