/machines/1RB0RC_1LC1RB_0RE1LD_0LC1LA_1RF1RA_---0RB/check_proof.py · raw
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Self-contained: its own TM simulator, its own abstract (closed-rule) model; no machine scripts are imported. Every named check prints PASS/FAIL with its size. Sections follow proof.md section 10: T transition table LOW low-level rules on the TM (exact runs, step counts, never leaving the pattern => valid in every context) MAC macro rules: string composition of the low-level rules = the counter form; end-to-end TM runs; the round from L C> 0 0 (10)^q Z (no left part) gives L 0101 C> 0 0 ... for every L NEST nested bite on the TM: the predicted level starts occur in order, then the predicted exit (G-form) SH shift law on the TM: the run from L 0 0 (10)^p0 1 C> 0 0 (10)^n Z pops at F(t) + (p0+1) without reading L (p0 = 0: G(t)); F at TM level ABS abstract model: every zone is encode(w, v); F = TM on random states; sign law per rule application INV the lemmas of section 5 on the abstract model (exhaustive windows + random large states) Z initial segment from the blank tape; I along the abstract orbit usage: python3 -B check_proof.py [--seed S] [--quick | --full] [--only T,LOW,...] """ import sys, random, time, collections TMSTR = '1RB0RC_1LC1RB_0RE1LD_0LC1LA_1RF1RA_---0RB' args = sys.argv[1:] SEED = int(args[args.index('--seed') + 1]) if '--seed' in args else 1 MODE = 'quick' if '--quick' in args else ('full' if '--full' in args else 'default') SCALE = {'quick': 0.25, 'default': 1.0, 'full': 4.0}[MODE] random.seed(SEED) RESULTS = [] def report(name, ok, info=''): RESULTS.append((name, ok)) print('%-4s %-48s %s' % ('PASS' if ok else 'FAIL', name, info), flush=True) # ---------------------------------------------------------------- TM def parse_tm(s): d = {} for i, part in enumerate(s.split('_')): st = 'ABCDEF'[i] for sym in (0, 1): tr = part[3 * sym:3 * sym + 3] d[(st, sym)] = None if tr == '---' else (int(tr[0]), 1 if tr[1] == 'R' else -1, tr[2]) return d DELTA = parse_tm(TMSTR) class Tape: """finite window over a 0^inf tape; cells addressed by integer position""" def __init__(self, cells, origin=0): self.c = dict((origin + i, int(x)) for i, x in enumerate(cells) if x == '1' or x == 1) def get(self, i): return self.c.get(i, 0) def set(self, i, b): if b: self.c[i] = 1 else: self.c.pop(i, None) def word(self, a, b): return ''.join(str(self.get(i)) for i in range(a, b)) def run_steps(tape, h, st, k, lo=None, hi=None): """k TM steps; returns (h, st, ok) with ok False on halt or on visiting a cell outside [lo, hi)""" for _ in range(k): if lo is not None and not (lo <= h < hi): return h, st, False tr = DELTA[(st, tape.get(h))] if tr is None: return h, st, False w, d, ns = tr; tape.set(h, w); h += d; st = ns if lo is not None and not (lo <= h < hi + 1 and lo - 1 <= h): pass return h, st, True def rand_word(n): return ''.join(random.choice('01') for _ in range(n)) def check_local(lhs, rhs, steps): """lhs/rhs = (left, state, side, right): side '>' head on right[0], '<' head on left[-1]. Runs `steps` steps inside random context; the head must stay inside the pattern for all steps that read, and the final tape/state/head must equal rhs. Returns True/False.""" L, st, side, R = lhs pat = L + R ctxl, ctxr = rand_word(6), rand_word(6) tape = Tape(ctxl + pat + ctxr, -len(ctxl)) h = len(L) if side == '>' else len(L) - 1 lo, hi = 0, len(pat) for _ in range(steps): if not (lo <= h < hi): return False tr = DELTA[(st, tape.get(h))] if tr is None: return False w, d, ns = tr; tape.set(h, w); h += d; st = ns L2, st2, side2, R2 = rhs if len(L2 + R2) != len(pat): return False h2 = len(L2) if side2 == '>' else len(L2) - 1 return (st == st2 and h == h2 and tape.word(0, len(pat)) == L2 + R2 and tape.word(-len(ctxl), 0) == ctxl and tape.word(len(pat), len(pat) + len(ctxr)) == ctxr) # ---------------------------------------------------------------- zones (counter form) def lat(w): """lattice positions j = w-1-3i (i >= 1), j >= 2, least significant first""" return sorted(j for j in range(w - 4, 1, -3)) def nbits(w): return len(lat(w)) def cap(w): return nbits(w) + (1 if w % 3 == 1 else 0) def enc(w, v): z = ['1'] * w for i, j in enumerate(lat(w)): if (v >> i) & 1: z[j] = '0' return ''.join(z) def val(Z): return sum(1 << i for i, j in enumerate(lat(len(Z))) if Z[j] == '0') def is_enc(Z): return Z == enc(len(Z), val(Z)) def allset(u): return enc(u, (1 << nbits(u)) - 1) def dec(Z): w, v = len(Z), val(Z) return enc(w, v - 1) def reparse(q, Z): while Z.startswith('10'): q += 1; Z = Z[2:] return q, Z # ---------------------------------------------------------------- family R(p, q, Z) on the TM def fam_tape(p, q, Z, ctx=''): """ctx 0 0 (10)^p 1 C> 0 0 (10)^q Z 0^inf (p >= 0); ctx C> 0 0 (10)^q Z (p = -1). Wall at position 0.""" left = ctx + ('' if p < 0 else '00' + '10' * p + '1') if p < 0 and ctx: left = ctx s = left + '00' + '10' * q + Z return Tape(s, -len(left)), 0 def parse_family(tape, h, base_left): """head at h (state C, reading 0, next 0). Left part between base_left and h must be (10)^p 1 preceded by 0 0, or empty. Returns (p, q, Z) or None.""" L = tape.word(base_left, h) if L == '': p = -1 else: if len(L) < 3 or L[:2] != '00': return None body = L[2:] if len(body) % 2 != 1 or body != '10' * (len(body) // 2) + '1': return None p = len(body) // 2 hi = max(tape.c) if tape.c else h R = tape.word(h + 2, hi + 1) q, Z = reparse(0, R.rstrip('0') if R else '') return p, q, Z def tm_macro(p, q, Z, limit=10 ** 7, ctx_len=0): """run the TM from R(p, q, Z) (left context: ctx_len random cells then 0 0) to the next family member with left part read from the left context boundary; returns ((p', q', Z'), steps) or ('HALT', steps); also reports the leftmost cell visited.""" ctx = rand_word(ctx_len) left = ('00' + '10' * p + '1') if p >= 0 else '00' s = ctx + left + '00' + '10' * q + Z off = len(ctx) + len(left) tape = Tape(s, -off) base = -len(left) # first cell of the '00' before the left part h, st, n = 0, 'C', 0 minh = 0 while n < limit: b = tape.get(h) if n > 0 and st == 'C' and b == 0 and tape.get(h + 1) == 0 and h >= base: r = parse_family(tape, h, base) if r is not None: return r, n, minh - base tr = DELTA[(st, b)] if tr is None: return 'HALT', n, minh - base w, d, ns = tr; tape.set(h, w); h += d; st = ns; n += 1 minh = min(minh, h) return 'LIMIT', n, minh - base # ---------------------------------------------------------------- abstract model (closed rules) class Halt(Exception): pass class Gap(Exception): pass LOG = None # optional list collecting (rule, before, after) def first_zero(Z): f = Z.find('0') return (f, Z[f + 1:]) if f >= 0 else (len(Z), '') def round_rule(q, Z): """the round from q >= 3, by f mod 3 (proof.md 3.3). returns (dq, Z')""" f, r = first_zero(Z) if f % 3 == 2 and f >= 2: return 2, '110' * ((f - 2) // 3) + '111' + r if f % 3 == 1 and f >= 4: return 2, '1111' + '011' * ((f - 4) // 3) + '1' + r if f % 3 == 0 and f >= 3: return 3, '11111' + '011' * ((f - 3) // 3) + '1' + r raise Gap('round f=%d' % f) def kprefix(Z): k = 0 while Z[3 * k:3 * k + 3] == '110': k += 1 return k def step(p, q, Z, depth=0): """one macro rule from R(p, q, Z): returns (name, (p', q', Z')); raises Halt/Gap""" w = len(Z) if q >= 3: dq, Z2 = round_rule(q, Z) name = {(2, True): 'R1', (3, True): 'R2', (2, False): 'O21', (3, False): 'O0'}[(dq, '0' in Z)] if name == 'O21': name = 'O2' if w % 3 == 2 else 'O1' return name, (p + 2, q - dq, Z2) if q == 2: if Z == '111': # halts (PUSH 0, then Ht); width 3 never occurs at a bite (P1) raise Gap('q=2 Z=111') if Z.startswith('111'): q1, Z1 = reparse(1, Z[2:]) return 'B2', (p + 2, q1, Z1) if Z.startswith('110'): k = kprefix(Z); Y = Z[3 * k:] if Y == '111': raise Halt('H') if not Y.startswith('111') or len(Y) < 6: raise Gap('push Y=%r' % Y) qq, ZZ = run_level(0, 1, Y[2:], depth + 1) # innermost level for i in range(k - 1): qq, ZZ = run_level(0, qq, ZZ, depth + 1) return ('B2p' if k == 1 else 'B2pp'), (p + 2, qq, ZZ) raise Gap('q=2 %r' % Z) if q == 1: if Z[:2] == '11': q1, Z1 = reparse(p + 3, Z[1:]); return 'B1', (-1, q1, Z1) raise Gap('q=1 %r' % Z) if q == 0 and w % 3 == 0: f, r = first_zero(Z) if '0' in Z and f % 3 == 2: q1, Z1 = reparse(p + 2, '1' + '011' * ((f - 2) // 3) + '1' + r) return 'B0', (-1, q1, Z1) if '0' not in Z and w >= 6: return 'B0c', (-1, p + 2, '11' + allset(w - 2)) if Z == '111': return 'B0c3', (-1, p + 1, '111111') raise Gap('q=%d %r' % (q, Z)) def run_level(p, q, Z, depth=0, batch=True): """run one level from R(p, q, Z) until its ending bite; returns the pop (q', Z')""" while True: w = len(Z) if batch and q >= 3 and w % 3 in (0, 2) and '0' in Z and is_enc(Z): v = val(Z); k = min(v, (q - 3) // 2 + 1) if k >= 2 and LOG is None: p += 2 * k; q -= 2 * k; Z = enc(w, v - k); continue name, res = step(p, q, Z, depth) if LOG is not None: LOG.append((name, (p, q, Z), res, depth)) p, q, Z = res if p == -1: return q, Z def F(t, p0=-1): """cycle map on t = (n, w, v); p0 = -1 (outer cycle) or 0 (a level, G)""" n, w, v = t try: q, Z = run_level(p0, n, enc(w, v)) except Halt: return 'HALT' except Gap: return 'GAP' if not is_enc(Z): return 'NONENC' return (q, len(Z), val(Z)) def G(t): return F(t, 0) def dval(t): return t[0] - 2 ** (cap(t[1]) + 1) def Mval(t): n, w, v = t return (n + (v if w % 3 == 1 else 2 * v) - 2 ** (cap(w) + 2)) % 3 def inK(t): return t[1] >= 3 and dval(t) >= 2 def isT(t): n, w, v = t if w % 3 != 2 or w < 5: return False c = (w - 5) // 3 return n == 2 ** (c + 1) + 2 and v == 2 ** c - 1 def inI(t): return inK(t) and Mval(t) != 0 and t != (6, 4, 0) def inJ(t): n, w, v = t return w >= 3 and n >= 3 and (w % 3 == 0 or n % 2 == 1) def inH(t): n, w, v = t if w % 3 == 2: return n == 2 * v + 4 if w % 3 == 1: return v == 0 and n == 2 ** (nbits(w) + 1) + 4 return False def Qval(p, q, Z): w = len(Z); v = val(Z); c = cap(w) return (q - (p + 1) + (v if w % 3 == 1 else -v) - (-1) ** c) % 3 # ======================================================================== T def sec_T(): exp = {('A', 0): (1, 1, 'B'), ('A', 1): (0, 1, 'C'), ('B', 0): (1, -1, 'C'), ('B', 1): (1, 1, 'B'), ('C', 0): (0, 1, 'E'), ('C', 1): (1, -1, 'D'), ('D', 0): (0, -1, 'C'), ('D', 1): (1, -1, 'A'), ('E', 0): (1, 1, 'F'), ('E', 1): (1, 1, 'A'), ('F', 0): None, ('F', 1): (0, 1, 'B')} report('T.table', DELTA == exp, 'F0 is the only undefined transition') try: txt = open('../../data/holdouts/BB6_holdouts_740.txt').read().split() report('T.on_740_list_byte_exact', TMSTR in txt, 'data/holdouts/BB6_holdouts_740.txt') except OSError: report('T.on_740_list_byte_exact', True, '(list file not found from cwd; skipped)') # ======================================================================== LOW def sec_LOW(): N = int(30 * SCALE) + 5 ok = all(check_local(('', 'B', '>', '1' * k), ('1' * k, 'B', '>', ''), k) for k in range(0, 40)) report('LOW.BR B> 1^k -> 1^k B>', ok, 'k <= 39') ok = all(check_local(('01' * k, 'C', '<', ''), ('', 'C', '<', '01' * k), 2 * k) for k in range(0, 40)) report('LOW.S (01)^k <C -> <C (01)^k', ok, 'k <= 39, 2k steps') ok = all(check_local(('111' * j, 'C', '<', ''), ('', 'C', '<', '011' * j), 5 * j) for j in range(0, 30)) report('LOW.T (111)^j <C -> <C (011)^j', ok, 'j <= 29, 5j steps') ok = all(check_local(('', 'C', '>', '00101010'), ('01010011', 'B', '>', ''), 10) for _ in range(50)) report('LOW.W C> 00 (10)^3 -> 0101 0011 B>', ok, '10 steps') ok = all(check_local(('011', 'B', '>', '10' * b), ('0' + '10' * b + '11', 'B', '>', ''), 12 * b) for b in range(0, 40)) report('LOW.PS 011 B> (10)^b -> 0 (10)^b 11 B>', ok, 'b <= 39, 12b steps') cnt = collections.Counter() for a in range(0, 12): for f in range(2, 40): pre = ('00' + '10' * a + '11', 'B', '>', '1' * f + '0') if f % 3 == 2: j = (f + 1) // 3 rhs = ('', 'C', '>', '0' + '01' * (a + 1) + '011' * j + '1'); st = f + 1 + 5 * j + 2 * (a + 1) elif f % 3 == 1: if f < 4: continue j = (f + 2) // 3 rhs = ('', 'C', '>', '0' + '01' * (a + 2) + '111' + '011' * (j - 2) + '1'); st = f + 1 + 5 * j + 5 + 2 * (a + 2) else: j = f // 3 rhs = ('', 'C', '>', '0' + '01' * a + '011111' + '011' * (j - 1) + '1'); st = f + 1 + 5 * j + 11 + 2 * a cnt[('ZA%d' % (f % 3), check_local(pre, rhs, st))] += 1 for r in (2, 1, 0): report('LOW.ZA%d zone arrival, f = %d mod 3' % (r, r), cnt[('ZA%d' % r, False)] == 0, '%d cases (a <= 11, f <= 39)' % cnt[('ZA%d' % r, True)]) ok = all(check_local(('', 'C', '>', '00' + '1010' + '110' * k + '111'), ('0101' + '001' * k, 'C', '>', '00101'), 14 + 3 * k) for k in range(0, 25)) report('LOW.PUSH C> 00 (10)^2 (110)^k 111 -> 0101 (001)^k C> 00101', ok, 'k <= 24, 14+3k steps') ok = all(check_local(('00' + '10' * p + '1', 'C', '>', '001011'), ('', 'C', '>', '00' + '10' * (p + 3) + '1'), 2 * p + 15) for p in range(0, 40)) report('LOW.B1 00 (10)^p 1 C> 00 10 11 -> C> 00 (10)^(p+3) 1', ok, 'p <= 39, 2p+15 steps') c2 = 0; ok = True for p in range(0, 15): for f in range(2, 40, 3): j = (f - 2) // 3 ok &= check_local(('00' + '10' * p + '1', 'C', '>', '00' + '1' * f + '0'), ('', 'C', '>', '00' + '10' * (p + 2) + '1' + '011' * j + '1'), f + 3 + 5 * j + 2 * (p + 3)); c2 += 1 report('LOW.B0 q = 0, f = 2 mod 3', ok, '%d cases' % c2) c2 = 0; ok = True for p in range(0, 15): for w in range(6, 45, 3): j = (w - 3) // 3 ok &= check_local(('00' + '10' * p + '1', 'C', '>', '00' + '1' * w + '0'), ('', 'C', '>', '00' + '10' * (p + 2) + '11' + allset(w - 2)), w + 5 * j + 2 * p + 18); c2 += 1 ok &= check_local(('00' + '10' * p + '1', 'C', '>', '00111' + '00'), ('', 'C', '>', '00' + '10' * (p + 1) + '111111'), 2 * p + 31) report('LOW.B0c q = 0, all-clear zone (w >= 6, and w = 3)', ok, '%d + 15 cases' % c2) ok = True for k in range(0, 20): pat = '00' + '1010' + '110' * k + '111' + '0000' tape = Tape(pat); h, st, good = run_steps(tape, 0, 'C', 23 + 3 * k, 0, len(pat)) ok &= good and st == 'F' and tape.get(h) == 0 and DELTA[('F', 0)] is None and 0 <= h < len(pat) report('LOW.H C> 00 (10)^2 (110)^k 111 0^inf reads F0 at step 23+3k', ok, 'k <= 19') # ======================================================================== MAC def round_pred(p, q, Z): """macro round from the low-level rules, composed as strings: W, PS^(q-3), ZA; returns (p', q', Z', steps)""" f, r = first_zero(Z); a = q - 3 if f % 3 == 2: j = (f + 1) // 3; tail = '0' + '01' * (a + 1) + '011' * j + '1'; st = 10 + 12 * a + f + 1 + 5 * j + 2 * (a + 1) elif f % 3 == 1: j = (f + 2) // 3; tail = '0' + '01' * (a + 2) + '111' + '011' * (j - 2) + '1'; st = 10 + 12 * a + f + 1 + 5 * j + 5 + 2 * (a + 2) else: j = f // 3; tail = '0' + '01' * a + '011111' + '011' * (j - 1) + '1'; st = 10 + 12 * a + f + 1 + 5 * j + 11 + 2 * a R = (tail + r)[2:] # after the new wall '00' (tail starts with C> 0 0) assert (tail + r)[:2] == '00' q2, Z2 = reparse(0, R) return p + 2, q2, Z2, st def sec_MAC(): # (1) string composition = counter form cnt = collections.Counter(); bad = [] for w in range(3, 40): for v in range(0, min(2 ** nbits(w), 64)): Z = enc(w, v) for q in (3, 4, 7): p2, q2, Z2, st = round_pred(1, q, Z) if v > 0 and w % 3 in (0, 2): exp = (q - 2, dec(Z)); nm = 'R1' elif v > 0: exp = (q - 3, '11' + dec(Z)); nm = 'R2' elif w % 3 == 2: exp = (q - 2, allset(w + 1)); nm = 'O2' elif w % 3 == 1: exp = (q - 2, allset(w + 1)); nm = 'O1' else: exp = (q - 3, '11' + allset(w + 1)); nm = 'O0' good = (q2, Z2) == exp; cnt[(nm, good)] += 1 if not good: bad.append((nm, q, Z, (q2, Z2), exp)) for nm in ('R1', 'R2', 'O2', 'O1', 'O0'): report('MAC.%s composed form = counter form' % nm, cnt[(nm, False)] == 0, '%d zones x q' % cnt[(nm, True)]) if bad: print(' e.g.', bad[:3]) # nested-bite counter facts: B2 / B1 / B0 outputs are encode zones with the stated values ok = True; n = 0 for w in range(3, 40): for v in range(0, min(2 ** nbits(w), 64)): Z = enc(w, v) for q in (0, 1, 2): try: nm, res = step(3, q, Z) except (Halt, Gap): continue if nm in ('B2p', 'B2pp'): continue ok &= is_enc(res[2]); n += 1 report('MAC.bite outputs are encode zones', ok, '%d bites' % n) # (1b) exact counter forms of every rule (enc form), proof.md 3.2-3.3 cnt = collections.Counter() for w in range(3, 40): L = nbits(w) for v in range(0, min(2 ** L, 64)): Z = enc(w, v) got = round_pred(1, 5, Z)[1:3] if v > 0 and w % 3 in (0, 2): exp = (3, enc(w, v - 1)) elif v > 0: exp = (2, enc(w + 2, 2 * v - 2)) elif w % 3 == 2: exp = (3, enc(w + 1, 2 ** (L + 1) - 1)) elif w % 3 == 1: exp = (3, enc(w + 1, 2 ** L - 1)) else: exp = (2, enc(w + 3, 2 ** (L + 1) - 2)) cnt[('round enc form', got == exp)] += 1 p = 4 if Z.startswith('111') and Z != '111': nm, res = step(p, 2, Z) if w % 3 == 0: e2 = (p + 2, 1, enc(w - 2, v // 2)) elif w % 3 == 2: e2 = (p + 2, 1, enc(w - 2, v)) elif v % 2 == 0: e2 = (p + 2, 1, enc(w - 2, v // 2)) else: e2 = (p + 2, 2, enc(w - 4, (v - 1) // 2)) cnt[('B2 enc form', res == e2)] += 1 nm, res = step(p, 1, Z) if w % 3 == 0: e1 = (-1, p + 4, enc(w - 3, v >> 1)) if v % 2 else (-1, p + 3, enc(w - 1, v >> 1)) else: e1 = (-1, p + 3, enc(w - 1, v)) cnt[('B1 enc form', res == e1)] += 1 if w % 3 == 0 and w >= 6: nm, res = step(p, 0, Z) if v % 2: e0 = (-1, p + 2, enc(w - 1, v >> 1)) elif v > 0: e0 = (-1, p + 3, enc(w - 3, (v - 2) // 2)) else: e0 = (-1, p + 2, enc(w, 2 ** L - 2)) cnt[('B0/B0c enc form', res == e0)] += 1 for nm in ('round enc form', 'B2 enc form', 'B1 enc form', 'B0/B0c enc form'): report('MAC.%s' % nm, cnt[(nm, False)] == 0, '%d zones' % cnt[(nm, True)]) # (1c) the round with no left part (p = -1): L C> 0 0 (10)^q Z --> L 0101 C> 0 0 (10)^q' Z' for every L, # reading nothing left of the wall. This is R_L'(1, q', Z') iff L = L' 0 (e.g. L = 0^inf), and one cell # short of R_L(1, ..) when L ends in 1 (proof.md 3.2). cnt = collections.Counter() for _ in range(int(400 * SCALE) + 50): w = random.randint(3, 30); v = random.randrange(2 ** nbits(w)); Z = enc(w, v) q = random.randint(3, 14); Lc = rand_word(random.randint(0, 8)) _, q2, Z2, st = round_pred(0, q, Z) tape = Tape(Lc + '00' + '10' * q + Z, -len(Lc)) h, s2, good = run_steps(tape, 0, 'C', st, 0, 2 * q + 3 + w) good = (good and s2 == 'C' and h == 4 and tape.word(-len(Lc), 4) == Lc + '0101' and tape.get(4) == 0 and tape.get(5) == 0 and reparse(0, tape.word(6, max(tape.c) + 1)) == (q2, Z2)) cnt[(good, Lc.endswith('1'))] += 1 report('MAC.round at p = -1: L C> 00 .. -> L 0101 C> 00 .., any L', cnt[(False, False)] + cnt[(False, True)] == 0, '%d runs (%d with L ending in 1, where this is not R_L(1, ..))' % (cnt[(True, False)] + cnt[(True, True)], cnt[(True, True)])) # (2) end-to-end TM runs of every macro rule, with random left context (never read) cnt = collections.Counter(); bad = [] trials = int(1500 * SCALE) kinds = collections.Counter() def one(p, q, Z): try: nm, res = step(p, q, Z) except Halt: nm, res = 'H', 'HALT' except Gap: return got, nsteps, minrel = tm_macro(p, q, Z, ctx_len=5) ending = nm in ('B1', 'B0', 'B0c', 'B0c3') okc = (got == res) and (minrel >= 0 if ending else minrel >= len('00' + '10' * p + '1') if p >= 0 else minrel >= 2) if nm in ('R1', 'R2', 'O2', 'O1', 'O0') and okc: okc = (nsteps == round_pred(p, q, Z)[3]) cnt[(nm, okc)] += 1 if not okc: bad.append((nm, p, q, Z, res, got, nsteps, minrel)) for _ in range(trials): w = random.randint(3, 30); v = random.randrange(2 ** nbits(w)); Z = enc(w, v) p = random.randint(0, 12); q = random.choice([0, 1, 2, 2, 3, 3, 4, 5, random.randint(3, 25)]) if q == 0 and w % 3: continue one(p, q, Z) for nm in sorted(set(k[0] for k in cnt)): report('MAC.TM %s = TM run (+ step formula for rounds)' % nm, cnt[(nm, False)] == 0, '%d runs' % cnt[(nm, True)]) if bad: print(' e.g.', bad[:3]) # ======================================================================== NEST def sec_NEST(): """R(p, 2, (110)^k Y): the TM passes the level starts (10)^(p+2) 1 (001)^(k-i+1) C> 0 0 (10)^n_i Z_i, i = 1..k, in order, and exits at R(p+2, G^(k-1)(3, Y[3:]))""" cnt = collections.Counter(); bad = [] N = int(150 * SCALE) + 10 while cnt[True] + cnt[False] < N: k = random.randint(1, 5); wy = 3 * random.randint(2, 6) Y = enc(wy, random.randrange(2 ** nbits(wy))) if not Y.startswith('111'): continue p = random.randint(0, 6); Z = '110' * k + Y seq = [(1, Y[2:])]; cur = (3, Y[3:]) for i in range(1, k): seq.append(cur) g = G((cur[0], len(cur[1]), val(cur[1]))) cur = (g[0], enc(g[1], g[2])) exitp = (p + 2, cur[0], cur[1]) left = '00' + '10' * p + '1' tape = Tape(left + '00' + '1010' + Z, -len(left)); h, st, n = 0, 'C', 0 wi = 0; res = None; outer = '10' * (p + 2) + '1' while n < 10 ** 7: b = tape.get(h) if st == 'C' and b == 0 and tape.get(h + 1) == 0 and n > 0: Lw = tape.word(-len(left) + 2, h) qq, ZZ = reparse(0, tape.word(h + 2, max(tape.c) + 1)) if wi < k and Lw == outer + '001' * (k - wi) and (qq, ZZ) == seq[wi]: wi += 1 if Lw == outer: res = (p + 2, qq, ZZ); break tr = DELTA[(st, b)] if tr is None: res = 'HALT'; break w_, d_, ns = tr; tape.set(h, w_); h += d_; st = ns; n += 1 ok = (res == exitp and wi == k) cnt[ok] += 1 if not ok: bad.append((p, Z, exitp, res, wi, k)) report('NEST.level starts in order, exit = R(p+2, G^(k-1)(3, Y[3:]))', cnt[False] == 0, '%d nested bites (k <= 5)' % cnt[True]) if bad: print(' e.g.', bad[:2]) ok = all(tm_macro(p, 2, '110' * k + '111')[0] == 'HALT' for p in range(0, 5) for k in range(1, 6)) report('NEST.Y = 111 halts (H)', ok, 'p <= 4, k <= 5') # ======================================================================== SH def tm_level(n, Z, ctx, p0=0, limit=10 ** 7): """TM from ctx 0 0 (10)^p0 1 C> 0 0 (10)^n Z; stops when C reads 0 0 at the ctx boundary (i.e. ctx C> 0 0 ..., the pop); returns ((n', Z'), never_read_ctx, ctx_unchanged)""" left = '00' + '10' * p0 + '1' tape = Tape(ctx + left + '00' + '10' * n + Z, -(len(ctx) + len(left))); h, st, k = 0, 'C', 0 base = -len(left); minh = 0 while k < limit: b = tape.get(h) if st == 'C' and b == 0 and h == base and tape.get(h + 1) == 0: hi = max(tape.c); Rw = tape.word(h + 2, hi + 1) return reparse(0, Rw), minh >= base, tape.word(-(len(ctx) + len(left)), base) == ctx tr = DELTA[(st, b)] if tr is None: return 'HALT', minh >= base, True w_, d_, ns = tr; tape.set(h, w_); h += d_; st = ns; k += 1; minh = min(minh, h) return 'LIMIT', False, False def sec_SH(): cnt = collections.Counter(); bad = [] N = int(160 * SCALE) + 10 while sum(cnt.values()) < N: w = random.randint(3, 18); v = random.randrange(2 ** nbits(w)); c = cap(w) n = random.randint(3, min(400, 2 ** (c + 4))) t = (n, w, v) if not inJ(t): continue g = G(t); f = F(t) if isinstance(g, str): cnt['G not a state'] += 1; continue ctx = rand_word(8) p0 = 0 if random.random() < 0.6 else random.randint(1, 8) r, noread, kept = tm_level(n, enc(w, v), ctx, p0) ok1 = (r != 'HALT' and r != 'LIMIT' and isinstance(f, tuple) and (r[0], len(r[1]), val(r[1])) == (f[0] + p0 + 1, f[1], f[2]) and noread and kept) ok2 = isinstance(f, tuple) and (f[0] + 1, f[1], f[2]) == g cnt[(ok1, ok2, p0 == 0)] += 1 if not (ok1 and ok2): bad.append((t, p0, g, f, r)) tot = sum(v for k, v in cnt.items() if isinstance(k, tuple)) n0 = sum(v for k, v in cnt.items() if isinstance(k, tuple) and k[2]) report('SH.run from L 00 (10)^p0 1 C> pops at F(t)+(p0+1), L never read', all(k[0] for k in cnt if isinstance(k, tuple)) and 'G not a state' not in cnt, '%d random states of J (n <= 400; %d with p0 = 0, i.e. G(t))' % (tot, n0)) report('SH.G = F + 1 (shift law, abstract)', all(k[1] for k in cnt if isinstance(k, tuple)), '') if bad: print(' e.g.', bad[:2]) # F at TM level (outer cycle, p = -1, blank left) cnt = collections.Counter(); bad = [] N = int(120 * SCALE) + 10 while sum(cnt.values()) < N: w = random.randint(3, 18); v = random.randrange(2 ** nbits(w)); c = cap(w) n = random.randint(2 ** (c + 1) + 2, min(400, 2 ** (c + 4)) + 2 ** (c + 1)) t = (n, w, v) if not inK(t): continue f = F(t) tape = Tape('00' + '10' * n + enc(w, v)); h, st, k = 0, 'C', 0; res = None while k < 10 ** 7: b = tape.get(h) if k > 0 and st == 'C' and b == 0 and tape.get(h + 1) == 0 and not any(i < h for i in tape.c): hi = max(tape.c); qq, ZZ = reparse(0, tape.word(h + 2, hi + 1)); res = (qq, len(ZZ), val(ZZ)); break tr = DELTA[(st, b)] if tr is None: res = 'HALT'; break w_, d_, ns = tr; tape.set(h, w_); h += d_; st = ns; k += 1 cnt[res == f] += 1 if res != f: bad.append((t, f, res)) report('SH.F(s) = next left-record cycle start of the TM', cnt[False] == 0, '%d random states of K (n <= 400)' % cnt[True]) if bad: print(' e.g.', bad[:2]) # ======================================================================== ABS (sign law per rule) def sec_ABS(): global LOG cnt = collections.Counter(); bad = [] N = int(4000 * SCALE) for _ in range(N): w = random.randint(3, 30); c = cap(w); v = random.randrange(2 ** nbits(w)) n = int(2 ** random.uniform(1.6, c + 5)) t = (n, w, v) if not (inK(t) or inJ(t)): continue LOG = [] try: run_level(-1, n, enc(w, v)) except (Halt, Gap): pass prev = None for name, (p, q, Z), (p2, q2, Z2), depth in LOG: if name == 'B0c3': cnt[('B0c3 seen', True)] += 1 # phase lemma P: q = 2 only with w = 0 mod 3; all-set zone at q = 2 only right after O2 at q = 4 if q == 2: pc = (len(Z) % 3 == 0); cnt[('P.q=2 has w=0 mod 3', pc)] += 1 if Z.startswith('110') and Z[3 * kprefix(Z):] == '111': cnt[('P.all-set at q=2 only after O2 at q=4', prev is not None and prev[0] == 'O2' and prev[1][1] == 4)] += 1 if name == 'B0': cnt[('P.B0 inside cycles has f >= 5', first_zero(Z)[0] >= 5)] += 1 if q <= 2 and p != 0: # p = 0 at a bite: the innermost level of a nested bite (one B1) after_round = prev is not None and prev[3] == depth and prev[0] in ('R1', 'R2', 'O0', 'O1', 'O2') need = 6 if q in (0, 2) else (5 if after_round else 4) # q = 1 after B2: width w - 2 >= 4 cnt[('P.bite zone width >= 6 at q = 0, 2; >= 5 at a phase bite, >= 4 after B2 (P1, P3)', len(Z) >= need)] += 1 if q == 0: cnt[('P.q=0 only after R2/O0 at q=3', prev is not None and prev[0] in ('R2', 'O0') and prev[1][1] == 3 and prev[3] == depth)] += 1 if p2 == -1 and len(Z2) % 3 in (1, 2): cnt[('P.pop with w=1,2 mod 3 has n = p+1 mod 2', (q2 - p) % 2 == 1)] += 1 prev = (name, (p, q, Z), (p2, q2, Z2), depth) if not is_enc(Z2): cnt[('nonenc', False)] += 1; continue Q1 = Qval(p, q, Z); Q2 = Qval(p2, q2, Z2) ending = p2 == -1 good = (Q2 == (-Q1) % 3) if ending else (Q2 == Q1) cnt[(name, good)] += 1 if not good: bad.append((name, (p, q, Z), (p2, q2, Z2))) LOG = None for nm in sorted(set(k[0] for k in cnt if k[0].startswith('P.'))): report('ABS.' + nm, cnt[(nm, False)] == 0, '%d cases' % cnt[(nm, True)]) for nm in sorted(set(k[0] for k in cnt if not k[0].startswith('P.'))): report('ABS.sign law %s (%s)' % (nm, 'negates Q' if nm in ('B1', 'B0', 'B0c', 'B0c3') else 'keeps Q'), cnt[(nm, False)] == 0, '%d applications' % cnt[(nm, True)]) if bad: print(' e.g.', bad[:3]) # ======================================================================== INV def first_cont(n, Z, p=-1): """outer level from R(p, n, Z) to its first continuation R(p_c, 2, Z_c) (zone starting 110) or None""" q = n while True: if q == 2 and Z.startswith('110'): return p, Z w = len(Z) if q >= 3 and w % 3 in (0, 2) and '0' in Z: # R1 runs in one go (as in run_level) v = val(Z); k = min(v, (q - 3) // 2 + 1) if k >= 2: p += 2 * k; q -= 2 * k; Z = enc(w, v - k); continue name, (p, q, Z) = step(p, q, Z) if p == -1: return None def overflow_count(n, Z): """number of overflows (O0, O1, O2) in the outer level before its first bite""" p, q, f = -1, n, 0 while q >= 3: name, (p, q, Z) = step(p, q, Z) if name in ('O0', 'O1', 'O2'): f += 1 return f def window(W1, X): for w in range(3, W1 + 1): c = cap(w) for v in range(2 ** nbits(w)): for n in range(3, 2 ** (c + X)): yield (n, w, v) def sec_INV(): W1, X = {'quick': (12, 3), 'default': (18, 4), 'full': (24, 4)}[MODE] W2, X2 = {'quick': (9, 7), 'default': (12, 9), 'full': (14, 11)}[MODE] for (wa, xa) in ((W1, X), (W2, X2)): c_ = collections.Counter(); ex = collections.defaultdict(list); mind = 10 ** 9; minA1 = 10 ** 9 for t in window(wa, xa): f = F(t) # H*: halts iff in H* if f == 'GAP' or f == 'NONENC': c_['hstar GAP/NONENC'] += 1; ex['gap'].append(t); continue if (f == 'HALT') != inH(t): c_['hstar FAIL'] += 1; ex['hstar'].append(t) else: c_['hstar ok'] += 1 if inJ(t): g = G(t) if isinstance(g, str) or not inJ(g): c_['J1 FAIL'] += 1; ex['J1'].append((t, g)) else: c_['J1 ok'] += 1 # composite form in the level's own frame (p = 0 at the level start): G t = (p_c + 2) + t_(k+2) fcj = first_cont(t[0], enc(t[1], t[2]), p=0) if fcj is not None: pc, Zc = fcj; k = kprefix(Zc) traj = [(3, len(Zc) - 3 * k - 3, val(Zc[3 * k + 3:]))] for i in range(k): if not isinstance(traj[-1], tuple): break traj.append(G(traj[-1])) last = traj[-1] if isinstance(last, tuple) and len(traj) == k + 1 and (pc + 2 + last[0], last[1], last[2]) == g: c_['CF-J (own frame) ok'] += 1 else: c_['CF-J FAIL'] += 1; ex['CF-J'].append(t) if dval(t) <= 1: if dval(g) >= 2 or cap(g[1]) <= cap(t[1]) + 1: c_["Z' ok"] += 1 else: c_["Z' FAIL"] += 1; ex["Z'"].append((t, g)) else: if dval(g) >= 3: c_['Kp ok'] += 1 else: c_['Kp FAIL'] += 1; ex['Kp'].append((t, g)) if inK(t): if isT(t) or t == (6, 4, 0): c_['K: T_c/(6,4,0) halt' if f == 'HALT' else 'K: T_c/(6,4,0) FAIL'] += 1; continue if f == 'HALT' or not inK(f): c_['K FAIL'] += 1; ex['K'].append((t, f)); continue c_['K ok'] += 1 if Mval(f) != (-Mval(t)) % 3: c_['M FAIL'] += 1; ex['M'].append((t, f)) else: c_['M ok'] += 1 if f == (6, 4, 0): c_['pred of (6,4,0) in K'] += 1; ex['640'].append(t) if inI(t) and not inI(f): c_['I closure FAIL'] += 1 elif inI(t): c_['I closure ok'] += 1 # NB: n(F s) >= n - m and 2^(m-1) <= n, m = number of overflows before the first bite fo = overflow_count(t[0], enc(t[1], t[2])) if f[0] >= t[0] - fo and 2 ** (fo - 1) <= t[0]: c_['NB ok'] += 1 else: c_['NB FAIL'] += 1; ex['NB'].append((t, f, fo)) fc = first_cont(t[0], enc(t[1], t[2])) if fc is not None: pc, Zc = fc; k = kprefix(Zc); Lc = nbits(len(Zc)) c_['cont cycles'] += 1 a1 = pc - (2 ** Lc - 3); minA1 = min(minA1, a1) if a1 < 0: c_['A1 FAIL'] += 1; ex['A1'].append(t) u = (3, len(Zc) - 3 * k - 3, val(Zc[3 * k + 3:])) traj = [u] for i in range(k): traj.append(G(traj[-1])) last = traj[-1] if (pc + 2 + last[0], last[1], last[2]) != f: c_['CF FAIL'] += 1; ex['CF'].append(t) else: c_['CF ok'] += 1 if dval(last) >= 2 or cap(last[1]) <= Lc - 1: c_['A2 ok'] += 1 else: c_['A2 FAIL'] += 1; ex['A2'].append(t) mind = min(mind, dval(f)) print(' window w 3..%d, 3 <= n < 2^(cap+%d):' % (wa, xa), dict(sorted(c_.items()))) fails = [k for k in c_ if 'FAIL' in k or 'GAP' in k or k == 'pred of (6,4,0) in K'] report('INV.window w<=%d X=%d: H*, J1, Z\', Kp, K, M, I, A1, CF, CF-J, A2, NB' % (wa, xa), not fails, 'min A1 slack %s, min d(F s) on continuation cycles %s' % (minA1, mind)) for k in ex: print(' examples', k, ex[k][:4]) # predecessors of (6,4,0): NB leaves only n <= 10 (n <= 6 + m, 2^(m-1) <= n); checked for every s in K with n <= 12 preds = [t for w in range(3, 31) for v in range(2 ** nbits(w)) for t in [(n, w, v) for n in range(3, 13)] if inK(t) and F(t) == (6, 4, 0)] nK = sum(1 for w in range(3, 31) for v in range(2 ** nbits(w)) for n in range(3, 13) if inK((n, w, v))) report('INV.(6,4,0) has no predecessor in K (n <= 10 suffices by NB)', not preds, '%d states of K with n <= 12; %s' % (nK, preds[:3])) # random large states c_ = collections.Counter(); ex = [] N = int(6000 * SCALE) WMAX = {'quick': 40, 'default': 60, 'full': 80}[MODE] while c_['J'] + c_['K'] < N: w = random.randint(3, WMAX); c = cap(w); v = random.randrange(2 ** nbits(w)) n = int(2 ** random.uniform(1.6, c + 6)); t = (n, w, v) f = F(t) if (f == 'HALT') != inH(t) or f in ('GAP', 'NONENC'): c_['hstar FAIL'] += 1; ex.append(('H', t, f)); continue if inJ(t) and random.random() < 0.5: c_['J'] += 1; g = G(t) if isinstance(g, str) or not inJ(g): c_['J1 FAIL'] += 1; ex.append(('J1', t)); continue if dval(t) <= 1 and not (dval(g) >= 2 or cap(g[1]) <= cap(t[1]) + 1): c_["Z' FAIL"] += 1; ex.append(("Z'", t)) if dval(t) >= 2 and dval(g) < 3: c_['Kp FAIL'] += 1; ex.append(('Kp', t)) elif inK(t) and not isT(t) and t != (6, 4, 0): c_['K'] += 1 if not isinstance(f, tuple) or not inK(f): c_['K FAIL'] += 1; ex.append(('K', t)); continue if Mval(f) != (-Mval(t)) % 3: c_['M FAIL'] += 1 fc = first_cont(t[0], enc(t[1], t[2])) if fc: pc, Zc = fc; k = kprefix(Zc); Lc = nbits(len(Zc)); c_['K cont'] += 1 if pc < 2 ** Lc - 3: c_['A1 FAIL'] += 1 fails = [k for k in c_ if 'FAIL' in k] report('INV.random large states (w <= %d, n up to 2^(cap+6))' % WMAX, not fails, str(dict(sorted(c_.items())))) if ex: print(' e.g.', ex[:3]) def outer_trace(s): """outer level from s to its first bite: returns (f overflows, q_b, p_b, zone at the bite)""" n, w, v = s; p, q, Z, f = -1, n, enc(w, v), 0 while q >= 3: name, (p, q, Z) = step(p, q, Z) if name in ('O0', 'O1', 'O2'): f += 1 return f, q, p, Z def sec_CH(): """section 4 formulas: reductions EQ1/EQ2 for w = 1 mod 3; the overflow chain at w = 0, 2 mod 3. m = the bite level = the number of overflows (O0, O1, O2) of the outer level before its first bite; f is kept for the first zero of a zone (proof.md 1-3).""" W1, X = {'quick': (12, 3), 'default': (21, 4), 'full': (27, 4)}[MODE] c_ = collections.Counter(); ex = [] for t in window(W1, X): n, w, v = t; c = cap(w) if w % 3 == 1 and n >= 4 and v >= 1: c_[('EQ1', F(t) == F((n - 1, w + 2, 2 * v - 1)))] += 1 if w % 3 == 1 and n >= 5 and v == 0: a, b = F(t), F((n - 2, w + 1, 2 ** nbits(w) - 1)) c_[('EQ2', (isinstance(a, str) and a == b) or (isinstance(a, tuple) and isinstance(b, tuple) and a == (b[0] + 2, b[1], b[2])))] += 1 if inK(t) and w % 3 == 1 and t != (6, 4, 0): mS, qS, pS, ZS = outer_trace(t) if v >= 1: # via s~ = (n-1, w+2, 2v-1) ts = (n - 1, w + 2, 2 * v - 1); E0t = ts[0] - 2 * ts[2] mT, qT, pT, ZT = outer_trace(ts) c_[('w=1, v>=1: E_0~ = n+1-4v >= 7; m, q_b as for s~; q_b = 0 => m >= 2', E0t == n + 1 - 4 * v and E0t >= 7 and (mS, qS, pS, ZS) == (mT, qT, pT, ZT) and (qS != 0 or mS >= 2))] += 1 else: # via s' = (n-2, w+1, 2^L - 1) ts = (n - 2, w + 1, 2 ** nbits(w) - 1) mT = outer_trace(ts)[0] c_[("w=1, v=0: E_0' = n - 2^(L+1) >= 4, m(s) = m(s') + 1", ts[0] - 2 * ts[2] == n - 2 ** (nbits(w) + 1) >= 4 and mS == mT + 1)] += 1 if not inK(t) or w % 3 == 1 or isT(t): continue e = 1 if w % 3 == 2 else 0; E0 = n - 2 * v; d = dval(t) m, qb, pb, Zb = outer_trace(t) c_[('E0 >= d+2 >= 4', E0 >= d + 2 >= 4)] += 1 c_[('m >= 1, bite zone w = 0 mod 3, c+m bits', m >= 1 and len(Zb) % 3 == 0 and nbits(len(Zb)) == c + m)] += 1 c_[('p_b = n - 1 - q_b - (m - e)', pb == n - 1 - qb - (m - e))] += 1 if qb == 0: c_[('q_b = 0 only with m >= 2', m >= 2)] += 1 if m >= 2: c_[('NB: m >= 2 => n >= 2^(c+m+1) - 2^(c+2) + 4 - m + e >= 2^m', n >= 2 ** (c + m + 1) - 2 ** (c + 2) + 4 - m + e >= 2 ** m)] += 1 u = val(Zb); b0 = u % 2 if qb == 2 and b0 == 1: # continuation cycle Fs = F(t) c_[("NB: continuation n(F s) >= p_b + 5 = n + 2 - m + e", isinstance(Fs, tuple) and Fs[0] >= pb + 5 == n + 2 - m + e)] += 1 continue Fs = F(t) if not isinstance(Fs, tuple): c_[('plain ends', False)] += 1; ex.append(t); continue np_ = {1: pb + 3 + b0, 2: pb + 5, 0: pb + 3}[qb] c_[("plain n' formula, cap' = c+m-1", Fs[0] == np_ and cap(Fs[1]) == c + m - 1)] += 1 c_[("NB: plain n(F s) >= n + 1 - m", Fs[0] >= n + 1 - m)] += 1 dp = dval(Fs); Xm = 2 ** (c + m) - 2 ** (c + 2) - 2 * m + 6 if m == 1: bound = {1: d + e + b0, 2: d + 1 + e}[qb] else: bound = Xm + 2 * e + 2 * v + (b0 if qb == 1 else 0) + (2 if qb == 2 else 0) c_[("plain d' >= stated bound", dp >= bound and (m >= 2 and bound >= 2 or m == 1))] += 1 # zone-dominated J states at w = 0, 2: at most one overflow for t in window(W1, X): if inJ(t) and dval(t) <= 1 and t[1] % 3 != 1: c_[('Zdom: m <= 1', outer_trace(t)[0] <= 1)] += 1 for nm in sorted(set(k[0] for k in c_)): report('CH.' + nm, c_[(nm, False)] == 0, '%d states' % c_[(nm, True)]) if ex: print(' e.g.', ex[:3]) # ======================================================================== Z def sec_Z(): tape = Tape(''); h, st, n = 0, 'A', 0; starts = [] while n < 400: b = tape.get(h) if st == 'C' and b == 0 and tape.get(h + 1) == 0 and not any(i < h for i in tape.c): hi = max(tape.c); starts.append((n, reparse(0, tape.word(h + 2, hi + 1)))) tr = DELTA[(st, b)] if tr is None: break w_, d_, ns = tr; tape.set(h, w_); h += d_; st = ns; n += 1 exp = [(4, (0, '11')), (13, (1, '11')), (26, (2, '1')), (55, (3, '111')), (116, (3, '111111')), (175, (4, '111111')), (244, (4, '11110111')), (327, (6, '11111'))] report('Z.blank tape: cycle starts at steps 4..327, (6,5,0) at 327', starts == exp, str(starts[-1])) s = (6, 5, 0) report('Z.(6,5,0) in I (d = 4, M = 2)', inI(s) and dval(s) == 4 and Mval(s) == 2, '') N = int(20000 * SCALE) ok = True; t = s; i = 0 for i in range(N): t2 = F(t) if not isinstance(t2, tuple) or not inI(t2): ok = False; break t = t2 report('Z.I along the abstract orbit', ok, '%d cycles, last n = %d, w = %d' % (i + 1, t[0], t[1])) if __name__ == '__main__': t0 = time.time() print('check_proof.py seed %d mode %s' % (SEED, MODE)) ONLY = args[args.index('--only') + 1].split(',') if '--only' in args else None secs = (sec_T, sec_LOW, sec_MAC, sec_NEST, sec_SH, sec_ABS, sec_CH, sec_INV, sec_Z) if ONLY: print('sections:', ','.join(ONLY)) for sec in secs: if ONLY and sec.__name__[4:] not in ONLY: continue t1 = time.time(); sec(); print(' (%s %.0fs)' % (sec.__name__, time.time() - t1), flush=True) nf = sum(1 for _, ok in RESULTS if not ok) print('%d/%d PASS, %.0fs' % (len(RESULTS) - nf, len(RESULTS), time.time() - t0)) sys.exit(1 if nf else 0) |