55 lines
2.3 KiB
Python
55 lines
2.3 KiB
Python
"""Wins and losses of A' (and A, the plain rule) against the library Chandrupatla, Brent and
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TOMS748 on all six corpora, from the saved server results only (no new run):
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sweep_fourth_seen.json (APS, CHA, new corpus 1, Roots.jl, applied - uniform sign-change
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criterion) and sweep_fourth_fourth.json (the fourth corpus).
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python -u table_all_corpora.py
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"""
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from __future__ import annotations
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import json
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from sweep_oos import sign_p
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MAXFEV = 200
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NAMES = {"APS": "APS (154)", "CHA": "Chandrupatla (45)", "NEW": "new corpus 1 (206)",
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"RJL": "Roots.jl (78)", "APP": "applied+GSL (132)", "D": "FOURTH (240)"}
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def cost(v):
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return v[0] if v[1] else MAXFEV
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def main():
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R = json.load(open("sweep_fourth_seen.json", encoding="utf8"))
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F = json.load(open("sweep_fourth_fourth.json", encoding="utf8"))
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for k in R:
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R[k].update(F[k])
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print("TOTALS (violations of the 2x-bisection bound in brackets)")
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print(f" {'corpus':<20}" + "".join(f"{n:>16}" for n in
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("A'", "A", "plain", "Chandrupatla", "Brent", "TOMS748")))
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for s in NAMES:
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cells = []
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for k in ("Aprime", "A", "base", "chandrupatla", "brent", "toms748"):
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r = R[k][s]
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cells.append(f"{sum(cost(v) for v in r.values())} ({sum(v[2] for v in r.values())})")
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print(f" {NAMES[s]:<20}" + "".join(f"{c:>16}" for c in cells))
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print("\nA' PER PROBLEM against each rival: wins/ties/losses (sign-test p); total difference")
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for s in NAMES:
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line = f" {NAMES[s]:<20}"
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for rv in ("chandrupatla", "brent", "toms748"):
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a, o = R["Aprime"][s], R[rv][s]
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w = sum(cost(a[p]) < cost(o[p]) for p in a)
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l = sum(cost(a[p]) > cost(o[p]) for p in a)
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ta, to = sum(cost(v) for v in a.values()), sum(cost(v) for v in o.values())
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line += f" {rv[:5]} {w}/{len(a) - w - l}/{l} p={sign_p(w, l):.1g} {100 * (ta - to) / to:+.0f}%"
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print(line)
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tot = {k: sum(cost(v) for s in NAMES for v in R[k][s].values()) for k in R}
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n_all = sum(len(R["Aprime"][s]) for s in NAMES)
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print(f"\nALL SIX CORPORA ({n_all} problems):",
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" ".join(f"{k} {tot[k]}" for k in ("Aprime", "A", "base", "chandrupatla", "brent", "toms748")))
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if __name__ == "__main__":
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main()
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