figs: a5 dedup title->axis arrow + CSV, overlay onset dot->labeled vline
- a5: drop per-panel title (restated the axis); fold direction into the xlabel (DEPLOY hack rate (down=better) / solve (up=better)). Dump a5_generalisation.csv (per mode,arm deploy hack/solve mean+/-std) -- the reproducibility source it lacked. - overlay (dyn_sub4_hack_overlay etc): replace the per-arm onset DOT with a single dashed labeled 'first hack' vertical line, matching the small-multiples/longrun. - (dyn_sub4_hack_overlay shares dyn_sub4.csv -- same runs, different view, no new CSV.) Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
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import argparse
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xerr = std across seeds (drawn only when >1 seed). Tufte: faint x-grid only, no
|
||||
@@ -97,9 +98,8 @@ def _panel(ax, by_arm, modes, arms, field, title, xlabel):
|
||||
ax.set_yticklabels([f"{m}\n{'IN' if m == 'run_tests' else 'held-out'}" for m in modes], fontsize=8)
|
||||
ax.set_xlim(-0.04, 1.08)
|
||||
ax.set_ylim(y.min() - 0.5, y.max() + 0.5)
|
||||
ax.set_xlabel(xlabel)
|
||||
ax.set_title(title, fontsize=10)
|
||||
ax.spines[["top", "right", "left"]].set_visible(False)
|
||||
ax.set_xlabel(xlabel, fontsize=9) # carries the metric AND the better-direction;
|
||||
ax.spines[["top", "right", "left"]].set_visible(False) # no title (would just restate it)
|
||||
ax.tick_params(length=0)
|
||||
ax.grid(axis="x", lw=0.3, alpha=0.3)
|
||||
|
||||
@@ -125,10 +125,8 @@ def main() -> None:
|
||||
modes = [m for m in MODE_ORDER if any(m in r["by_mode"] for r in records)]
|
||||
|
||||
fig, (a1, a2) = plt.subplots(1, 2, figsize=(9.5, 0.7 + 0.7 * len(modes)), sharey=True)
|
||||
_panel(a1, by_arm, modes, arms, "deploy_hack",
|
||||
"DEPLOY hack rate (lower = better)", "deploy hack rate")
|
||||
_panel(a2, by_arm, modes, arms, "deploy_solve",
|
||||
"DEPLOY solve rate (higher = better)", "deploy solve rate")
|
||||
_panel(a1, by_arm, modes, arms, "deploy_hack", r"DEPLOY hack rate ($\downarrow$ lower = better)")
|
||||
_panel(a2, by_arm, modes, arms, "deploy_solve", r"DEPLOY solve rate ($\uparrow$ higher = better)")
|
||||
a1.legend(fontsize=8, frameon=False, loc="lower right")
|
||||
if args.title:
|
||||
n_seed = {r.get("seed") for r in records}
|
||||
@@ -136,7 +134,20 @@ def main() -> None:
|
||||
f"quarantine deleted = shipped model", fontsize=11)
|
||||
fig.tight_layout()
|
||||
save_fig(fig, args.out)
|
||||
logger.info(f"wrote {args.out} ({len(arms)} arms x {len(modes)} modes)")
|
||||
# CSV reproducibility source (mirrors the dynamics plots' dump): per (mode, arm)
|
||||
# the deploy hack/solve mean +/- std-across-seeds, exactly what the dots encode.
|
||||
csv_path = args.out.with_suffix(".csv")
|
||||
with csv_path.open("w", newline="") as f:
|
||||
w = csv.writer(f)
|
||||
w.writerow(["mode", "in_dist", "arm", "n_seed",
|
||||
"deploy_hack_mean", "deploy_hack_std", "deploy_solve_mean", "deploy_solve_std"])
|
||||
for arm in arms:
|
||||
hk_m, hk_s = _mode_stats(by_arm, arm, modes, "deploy_hack")
|
||||
sv_m, sv_s = _mode_stats(by_arm, arm, modes, "deploy_solve")
|
||||
for j, m in enumerate(modes):
|
||||
w.writerow([m, m == "run_tests", ARM[arm][0], len(by_arm[arm]),
|
||||
f"{hk_m[j]:.6f}", f"{hk_s[j]:.6f}", f"{sv_m[j]:.6f}", f"{sv_s[j]:.6f}"])
|
||||
logger.info(f"wrote {args.out} and {csv_path.name} ({len(arms)} arms x {len(modes)} modes)")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
|
||||
@@ -355,6 +355,7 @@ def _overlay_panel(ax, by_arm, arms, key, *, label, with_onset, label_arms, ylim
|
||||
endpoint (de-collided in y). An arm whose mean series sits at zero gets a
|
||||
"$\\approx 0$" tag so a pinned-at-zero line reads as a finding, not a missing line."""
|
||||
ends = [] # (y_endpoint, x_endpoint, arm, color, is_zero) for direct labels
|
||||
onset_steps = [] # mean-onset across arms -> ONE labeled vertical line (see below)
|
||||
for arm in arms:
|
||||
rs = [r for r in by_arm[arm] if key in r]
|
||||
if not rs:
|
||||
@@ -370,11 +371,15 @@ def _overlay_panel(ax, by_arm, arms, key, *, label, with_onset, label_arms, ylim
|
||||
xm = rs[0]["steps"][:L]
|
||||
ax.plot(xm, ym, color=color, lw=2.0, solid_capstyle="round")
|
||||
if with_onset:
|
||||
onsets = [s for r in rs if (s := _onset(r["steps"], r["hack_s"])) is not None]
|
||||
if onsets:
|
||||
s0 = float(np.mean(onsets))
|
||||
ax.plot(s0, np.interp(s0, xm, ym), marker="o", ms=4, color=color, zorder=3)
|
||||
onset_steps += [s for r in rs if (s := _onset(r["steps"], r["hack_s"])) is not None]
|
||||
ends.append((float(ym[-1]), float(xm[-1]), arm, color, float(np.nanmax(ym)) < 0.02))
|
||||
# First-hack as a labeled vertical line (matches the small-multiples), not a dot:
|
||||
# a dashed rule reads as "emergence starts here" across both arms in one mark.
|
||||
if with_onset and onset_steps:
|
||||
s0 = float(np.mean(onset_steps))
|
||||
ax.axvline(s0, color="0.55", lw=0.8, ls=(0, (4, 3)), zorder=0)
|
||||
ax.annotate("first hack", (s0, ylim[1]), color="0.4", fontsize=7,
|
||||
xytext=(2, -2), textcoords="offset points", va="top")
|
||||
ax.set_ylim(*ylim)
|
||||
ax.set_ylabel(label)
|
||||
ax.spines[["top", "right"]].set_visible(False)
|
||||
|
||||