From 83e59e9218f7fb1e926a9af0ec5e70f5391a8721 Mon Sep 17 00:00:00 2001 From: Nick Petalas Date: Fri, 30 Oct 2026 18:21:36 +0000 Subject: [PATCH] perf(research): reuse exact spans in complete R2 replay --- research/r2-frame-span-cache/BENCHMARK.json | 7201 +++++++++++++++++++ research/r2-frame-span-cache/README.md | 145 + research/r2-frame-span-cache/SOURCES.json | 288 + research/r2-frame-span-cache/TASK.json | 62 + research/r2-frame-span-cache/VERIFY.json | 80 + research/r2-frame-span-cache/benchmark.py | 81 + research/r2-frame-span-cache/cache.py | 42 + research/r2-frame-span-cache/replay.py | 134 + research/r2-frame-span-cache/verify.py | 141 + 9 files changed, 8174 insertions(+) create mode 100644 research/r2-frame-span-cache/BENCHMARK.json create mode 100644 research/r2-frame-span-cache/README.md create mode 100644 research/r2-frame-span-cache/SOURCES.json create mode 100644 research/r2-frame-span-cache/TASK.json create mode 100644 research/r2-frame-span-cache/VERIFY.json create 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"wall_seconds": 0.8735414580442011 + } + } + ], + "schema_version": 1, + "scope": "Fresh serial complete PR3240 path-copy callers; source authentication, snapshots, all original controls, output serialization and process startup included. Native artifact generation is excluded. Shared-host local measurement.", + "summary": { + "cached": { + "max_seconds": 0.9865855830721557, + "median_seconds": 0.897649958031252, + "min_seconds": 0.8837174158543348 + }, + "source": { + "max_seconds": 2.0830835418310016, + "median_seconds": 1.961915582884103, + "min_seconds": 1.9544810000807047 + } + } +} diff --git a/research/r2-frame-span-cache/README.md b/research/r2-frame-span-cache/README.md new file mode 100644 index 0000000000..0d7a3717ac --- /dev/null +++ b/research/r2-frame-span-cache/README.md @@ -0,0 +1,145 @@ +# Bounded frame-span reuse in the complete R2 replay + +This contribution was produced by Nick Petalas. + +Scoped implementation-preservation proof with a local performance measurement. +The complete PR3240 path-copy caller takes **54.25% less median wall time** +with a bounded cache of exact binary frame spans. This answers PR3240's +remaining source/frame/event reconstruction handoff. No new kappa or supplier +admission is claimed. + +Five alternating fresh-process pairs measured the identical complete caller: + +| Span implementation | Median seconds | Range in seconds | +|---|---:|---:| +| Original span function | 1.961916 | 1.954481 to 2.083084 | +| Content-keyed span reuse | 0.897650 | 0.883717 to 0.986586 | + +All ten executions pass, with zero failures and identical full scientific +payloads. Each retains all 32 original semantic mutants, exact rejection +messages, original-fixture immutability checks and all 253 operator decisions, +244 accepted and nine rejected. Source authentication, temporary snapshots, +process startup and result serialization are inside the measured interval. +Native artifact generation is excluded. These are one-host CPython 3.12.15, +macOS arm64 measurements on a shared 18-core machine, not a portable timing +promise. [BENCHMARK.json](BENCHMARK.json) is generated by +[benchmark.py](benchmark.py) and binds every run to implementation, harness +and all 45 input hashes. The receipt contains the complete scientific result +for every run. It is checked as evidence, not regenerated during normal replay. + +An unreported cProfile run located 372,952 span calls, taking 1.003 of 2.728 +instrumented seconds. The optimization also avoids repeatedly hashing newly +constructed equal frozensets in the caller's frame dictionaries. Profile times +identify the bottleneck and are not used for the wall-time ratio. + +## Exact preservation argument + +The pinned original `span` starts at `{0}`, extends by XOR with each basis +row, checks that each row is an integer in 1 through 511 outside the current +span, and returns a frozenset. Its result and exceptions depend only on the +ordered integer tuple, not on the list's identity. The audit consumes spans +through set equality, subset comparison and dictionary lookup. It does not +observe their identities. + +The wrapper keys successes by the complete ordered tuple. A hit therefore +returns the same immutable set that the original call would construct. +Noninteger elements bypass the cache, so a warmed integer key cannot accept +an equal-valued bool or float. Inputs outside the caller's list/tuple, +at-most-nine-row domain also use the original function. Misses execute the +original validation. Failed calls are never stored. Mutating a frame changes +its key, including when mutation makes it dependent or invalid. + +One cache belongs to one newly loaded audit module. It can store at most +4,096 results, each with at most 512 elements and a key of at most nine +integers. At capacity, misses still execute normally without insertion. +Python requires dynamic allocation; this finite entry/element bound is the +managed-runtime deviation from fixed allocation. This is not a cache of +acceptance decisions, native operators, entire audits or mutable artifacts. + +The complete caller records 371,802 hits and 1,150 misses, with 1,150 retained +entries. [replay.py](replay.py) loads the unchanged PR3240 implementation, +adds one source-bound span installation, and preserves its full execution. +The additional executed-audit hash distinguishes the hook from the historical +source hash. All predecessor files remain unchanged. + +[verify.py](verify.py) compares against the pinned original span on every +ordered sequence of length zero through four over the three-bit ambient +space, including repeats, zero and dependent sequences. Eight further +malformed cases bring the count to 4,689. Mutable-content, warmed-invalid-key, +independent-lifetime and capacity-fallback checks supplement these cases. +Three source-byte mutations and a missing-hook mutation reject. The complete +cached caller also compares every original mutant payload with the original +mutation applied to full deepcopy. This verifies the new implementation; +it is not an independent audit of the predecessor theorem. + +## Reproduce + +From the repository root, using CPython 3.12 and the standard library: + +```sh +/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -B scripts/research_package.py --package research/r2-frame-span-cache +/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -I -W error -B research/r2-frame-span-cache/verify.py +/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -B scripts/check_research_commit.py --package research/r2-frame-span-cache --check-source-history +``` + +On another machine, substitute its CPython 3.12 executable. Expected markers +are `PASS_R2_FRAME_SPAN_CACHE conformance=4689 controls=4 mutants=32 decisions=253 hits=371802` +and `PASS_REGISTERED_RESEARCH_PACKAGE`. The registered commands run normal +and optimized Python. Each takes about ten seconds locally, well below its +120-second timeout. + +To repeat timing, choose a fresh directory outside the checkout: + +```sh +python3.12 -I -W error -B research/r2-frame-span-cache/benchmark.py --directory /absolute/fresh/scratch-directory --pairs 5 +``` + +To use only the cached complete caller, supply a fresh output file: + +```sh +python3.12 -I -W error -B research/r2-frame-span-cache/replay.py --output /absolute/fresh/result.json +``` + +## Sources and limits + +Base canonical main is `2485805a6d47f36ea83ddde6327d453ac82d44dc`, priority +revision 8. Exact Git blob and SHA256 pins are in [SOURCES.json](SOURCES.json); +all live reads are declared in [VERIFY.json](VERIFY.json). Direct replay needs +no Git or network. Metadata and publication checks require repository history. +The selected source-binding orientation passes at kappa `781451/250000000`. +The selected frontier and all five framework assumptions remain unchanged. + +Credit Tekalign / [PR3240](https://github.com/CrocSwap/integer-mult-bounds/pull/3240) +for the complete path-copy caller and its handoff, +[PR3218](https://github.com/CrocSwap/integer-mult-bounds/pull/3218) for the +comparator integration, 24kHandsome1201 / +[PR3202](https://github.com/CrocSwap/integer-mult-bounds/pull/3202) for the +source/event audit, jackmgaller / PR1939 for the stronger copy baseline, +Sagar Thakrar / PR1781, ywz65 / PR2638, Charles Bethin / PR662 and the full +native/construction lineage preserved in the predecessor notices. +Memoization is classical. The new contribution is this scoped cache, +preservation argument, complete-caller integration and measurements. +New material is Apache-2.0. Independent human and formal proof-kernel review +are unclaimed. + +The overlap helper covered 363 open PR records and 6,096 Discussion records; +its local note coverage was sparse. Targeted main-history README and merged +PR searches found PR3240's existing copy improvement before the target was +reserved. The remaining frame-span step was not found in those searches. +These checks do not establish global novelty or cover unpublished work. + +The scope remains the exact retained finite R2 caller. No current selected +cold replay, regenerated native artifacts, new native semantics, physical +ownership, precision/tape, all-size compiler, supplier admission or complete +multiplication theorem is established. Hosted replay does not certify the +local timing percentage. The cache does retain additional immutable sets; +no peak-memory improvement is claimed. + +## Open next questions + +Does another complete native caller repeat enough long frame bases to benefit +from this cache? First profile a named caller against its fastest existing +implementation, and enumerate its input types and mutation boundaries. +Caller-specific source lifetimes and invalidation remain blockers to general +adoption. No second caller or further optimization is reserved. +The structured question is in [TASK.json](TASK.json). diff --git a/research/r2-frame-span-cache/SOURCES.json b/research/r2-frame-span-cache/SOURCES.json new file mode 100644 index 0000000000..57a0b2ce53 --- /dev/null +++ b/research/r2-frame-span-cache/SOURCES.json @@ -0,0 +1,288 @@ +{ + "schema_version": 1, + "base_commit": "2485805a6d47f36ea83ddde6327d453ac82d44dc", + "files": [ + { + "path": "certificates/selected-result.json", + "usage": "provenance", + "git_blob": "d59b5035e7b4cbaa9d688a1d32dd0d6eb79c466a", + "sha256": "9b8d0eea95b3bf0dfcb7938a732a6439b87a2685dec2a5ab9e525b3b34debbfa" + }, + { + "path": "docs/research/agent-task-catalog.json", + "usage": "provenance", + "git_blob": "3404fbdd5e7529a0674eef26114b5071e4586cec", + "sha256": "ead6cdc9d0af6d58e8a49744d8ec8c7c15e13d2ba93c276c434bcf9b51b93a81" + }, + { + "path": "research/clifford-state-performance/fast_state.py", + "usage": "input", + "git_blob": 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measured bottleneck.", + "Design source-bound reuse with explicit dependency invalidation and negative controls." + ], + "acceptance_gate": "Report before/after wall time on the same fixture, retained checks and invalidation behavior.", + "first_step": { + "command": [ + "python3", + "-B", + "scripts/research_selected_baseline.py" + ], + "expected": "PASS_RESEARCH_BASELINE_BINDINGS_ONLY", + "inspect": "Resolve the current selected review, separate complex/ordinary BIT/admitted BIT/outer budgets, and compare the card against live handoffs before starting. Historical ceilings require exact source/model equivalence.", + "scope": "Source-binding orientation only; not a scientific replay or all-size proof. Materialize selected inputs if this checkout is sparse." + }, + "first_experiment": "Measure one unchanged fixture, preserve check coverage, and test one optimization with invalidation controls.", + "bottleneck_link": "Faster trustworthy replays increase review throughput and let mechanism candidates be checked sooner.", + "allowed_variations": [ + "Profile one stage or design one source-bound cache boundary." + ], + "scope_change_triggers": [ + "Skipping coverage or comparing different fixtures to claim speedup." + ], + "overlap_terms": [ + "replay runtime", + "cache invalidation", + "isolated tests" + ] + }, + "scope_status": "refined", + "actual_scope": "Bounded content-keyed span reuse in the complete unchanged PR3240 R2 path-copy replay, preserving the complete scientific result, mutant inventory, exact rejection messages and operator decisions.", + "scope_change_reason": "The runtime card is narrowed to the explicit remaining source/frame/event reconstruction handoff in PR3240. The predecessor mathematical result is cited, not audited.", + "bottleneck_link": "Exact complete native replays are a review cost. Removing repeated frame-span expansion preserves their scientific scope while reducing execution time.", + "budget_minutes": 60, + "stop_rule": "Stop at the first verified complete-caller improvement; no follow-on optimization.", + "outcome": "completed", + "evidence": "BENCHMARK.json binds fresh-process timings to exact source and implementation hashes. verify.py checks complete scientific equality and cache invalidation in normal and optimized modes.", + "author": "Nick Petalas", + "ai_assistance": "Independent human and formal proof-kernel review are unclaimed.", + "open_questions": [ + { + "question": "Does a different complete native caller have repeated long frame bases that justify the same bounded cache?", + "why_it_matters": "This is a caller-specific execution improvement; unrelated callers need their own evidence before adoption.", + "first_step": "Profile one named caller, retain its fastest existing implementation, and enumerate its span input types and mutation boundaries.", + "blocked_by": "No second caller or source lifetime is covered, and no further optimization is reserved." + } + ], + "claim_type": "Scoped implementation-preservation proof with a local complete-command performance measurement." +} diff --git a/research/r2-frame-span-cache/VERIFY.json b/research/r2-frame-span-cache/VERIFY.json new file mode 100644 index 0000000000..ef0ed88cf5 --- /dev/null +++ b/research/r2-frame-span-cache/VERIFY.json @@ -0,0 +1,80 @@ +{ + "schema_version": 1, + "status": "ready", + "python": "3.12", + "requirements": [], + "inputs": [ + "research/clifford-state-performance/fast_state.py", + "research/frontier1094-recipes-exact-seed76/clifford.py", + "research/packed-clifford-gate-tables/adapter.py", + "research/r2-mutation-path-copy/README.md", + "research/r2-mutation-path-copy/RETAINED.json", + "research/r2-mutation-path-copy/SOURCES.json", + "research/r2-mutation-path-copy/adapter.py", + "research/r2-mutation-path-copy/replay.py", + 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"research/two-sided-helper-extraction/vendor/fastnative/vendor/native/new/code/borrow/vendor/clifford/clifford_exact.py" + ], + "commands": [ + { + "argv": [ + "{python}", + "-I", + "-W", + "error", + "-B", + "{package}/verify.py" + ], + "timeout_seconds": 120, + "checks": "Exact ordered-frame conformance, cache mutation/type/capacity/lifetime and source drift controls; complete original source replay versus cached replay with all 32 mutation payloads compared to deepcopy; complete result and 253 decisions; generated timing receipt source bindings." + }, + { + "argv": [ + "{python}", + "-I", + "-O", + "-W", + "error", + "-B", + "{package}/verify.py" + ], + "timeout_seconds": 120, + "checks": "Same complete conformance and source/cached scientific replay with interpreter assertions disabled." + } + ] +} diff --git a/research/r2-frame-span-cache/benchmark.py b/research/r2-frame-span-cache/benchmark.py new file mode 100644 index 0000000000..ee7a8c6afc --- /dev/null +++ b/research/r2-frame-span-cache/benchmark.py @@ -0,0 +1,81 @@ +"""Measure complete fresh callers, never profiler times. Nick Petalas, Apache-2.0.""" +import argparse +import hashlib +import json +import os +from pathlib import Path +import platform +import statistics +import subprocess +import sys +import time + +PACKAGE = Path(__file__).resolve().parent + + +def need(ok, message): + if not ok: + raise ValueError(message) + + +def measure(directory, index, mode): + output = directory / f'run-{index:02d}-{mode}.json' + cmd = [sys.executable, '-I', '-W', 'error', '-B', str(PACKAGE / 'replay.py'), + '--mode', mode, '--output', str(output)] + start = time.perf_counter() + done = subprocess.run(cmd, capture_output=True, text=True, timeout=120, check=True) + elapsed = time.perf_counter() - start + result = json.loads(output.read_bytes()) + need('PASS_R2_SPAN_REPLAY' in done.stdout, 'complete caller marker') + need(result['scientific']['decisions'] == {'calls': 253, 'accepted': 244, 'rejected': 9}, + 'complete operator decisions') + for row in result['scientific']['providers'].values(): + need(len(row['mutants']) == 16 and row['original_unchanged'], 'complete mutant execution') + return {'mode': mode, 'elapsed_seconds': elapsed, 'result': result} + + +def benchmark(directory, pairs): + need(type(pairs) is int and 5 <= pairs <= 10, 'five to ten complete pairs') + directory.mkdir() + rows = [] + for i in range(pairs): + for mode in ('source', 'cached'): + rows.append(measure(directory, i, mode)) + first = rows[0]['result'] + for row in rows: + result = row['result'] + need(result['scientific'] == first['scientific'], 'full scientific payload mismatch') + need(result['source_sha256'] == first['source_sha256'], 'source mismatch') + need(result['implementation_sha256'] == first['implementation_sha256'], 'implementation mismatch') + summary = {} + for mode in ('source', 'cached'): + times = [r['elapsed_seconds'] for r in rows if r['mode'] == mode] + summary[mode] = {'median_seconds': statistics.median(times), + 'min_seconds': min(times), 'max_seconds': max(times)} + a, b = (summary[m]['median_seconds'] for m in ('source', 'cached')) + return {'schema_version': 1, 'pairs': pairs, 'failures': 0, 'summary': summary, + 'median_reduction_fraction': 1 - b / a, 'runs': rows, + 'python': sys.version, 'platform': platform.platform(), 'cpu_count': os.cpu_count(), + 'load_average': os.getloadavg(), 'interpreter': sys.executable, + 'benchmark_sha256': hashlib.sha256(Path(__file__).read_bytes()).hexdigest(), + 'scope': 'Fresh serial complete PR3240 path-copy callers; source authentication, ' + 'snapshots, all original controls, output serialization and process startup included. ' + 'Native artifact generation is excluded. Shared-host local measurement.'} + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--directory', type=Path, required=True) + parser.add_argument('--pairs', type=int, default=5) + args = parser.parse_args() + result = benchmark(args.directory, args.pairs) + with (args.directory / 'BENCHMARK.json').open('x') as stream: + json.dump(result, stream, sort_keys=True, indent=2) + stream.write('\n') + print(json.dumps(result['summary'], sort_keys=True)) + print('PASS_R2_SPAN_BENCHMARK', 'failures=0', 'reduction=' + + str(result['median_reduction_fraction'])) + + +if __name__ == '__main__': + main() diff --git a/research/r2-frame-span-cache/cache.py b/research/r2-frame-span-cache/cache.py new file mode 100644 index 0000000000..60800ecd2a --- /dev/null +++ b/research/r2-frame-span-cache/cache.py @@ -0,0 +1,42 @@ +"""Bounded exact binary-frame span reuse. Apache-2.0, Nick Petalas.""" + + +class SpanCache: + """Own immutable results for one loaded audit, never frame identities.""" + + def __init__(self, original, capacity=4096): + if type(capacity) is not int or not 0 <= capacity <= 4096: + raise ValueError('span cache capacity') + self.original = original + self.capacity = capacity + self.values = {} + self.calls = 0 + self.hits = 0 + self.misses = 0 + + def __call__(self, rows): + # The pinned audit supplies JSON lists. Other inputs keep the original + # behavior, including float/bool rejection and any original exception. + self.calls += 1 + if type(rows) not in (list, tuple) or len(rows) > 9: + self.misses += 1 + return self.original(rows) + if any(type(x) is not int for x in rows): + self.misses += 1 + return self.original(rows) + key = tuple(rows) + result = self.values.get(key) + if result is not None: + self.hits += 1 + return result + self.misses += 1 + result = self.original(rows) + if type(result) is not frozenset or not 1 <= len(result) <= 512: + raise ValueError('immutable span result') + if len(self.values) < self.capacity: + self.values[key] = result + return result + + def report(self): + return {'calls': self.calls, 'hits': self.hits, 'misses': self.misses, + 'entries': len(self.values), 'capacity': self.capacity} diff --git a/research/r2-frame-span-cache/replay.py b/research/r2-frame-span-cache/replay.py new file mode 100644 index 0000000000..7b46a7a6be --- /dev/null +++ b/research/r2-frame-span-cache/replay.py @@ -0,0 +1,134 @@ +"""Complete PR3240 caller with one opt-in span hook. Nick Petalas, Apache-2.0.""" +import argparse +import hashlib +import json +from pathlib import Path +import time +import types + +PACKAGE = Path(__file__).resolve().parent +ROOT = PACKAGE.parents[1] +PRIOR = 'research/r2-mutation-path-copy/' + + +def need(ok, message): + if not ok: + raise ValueError(message) + + +def digest(raw): + return hashlib.sha256(raw).hexdigest() + + +def canonical(value): + return json.dumps(value, sort_keys=True, separators=(',', ':')).encode() + + +def load(raw, name, path): + module = types.ModuleType(name) + module.__file__ = str(path) + exec(compile(raw, str(path), 'exec'), module.__dict__) + return module + + +def capture(root=ROOT): + rows = json.loads((PACKAGE / 'SOURCES.json').read_bytes())['files'] + need(len(rows) <= 64, 'source inventory capacity') + captured = {} + for row in rows: + if row['usage'] != 'input': + continue + raw = (root / row['path']).read_bytes() + need(len(raw) <= 16 * 1024 * 1024, 'input byte capacity') + need(digest(raw) == row['sha256'], 'source drift: ' + row['path']) + need(row['path'] not in captured, 'duplicate input') + captured[row['path']] = raw + need(len(captured) == 45, 'complete input inventory') + return captured + + +def replace_once(raw, old, new): + need(raw.count(old) == 1, 'unique span hook anchor') + return raw.replace(old, new) + + +def install(prior, cache_class, caches): + original_load = prior.load + + def install_span(original): + need(not caches, 'one audit cache per invocation') + cache = cache_class(original) + caches.append(cache) + return cache + + def hooked_load(raw, name, path, extra=None): + namespace = dict(extra or {}) + if name == 'retained_anchor_replay': + namespace['_install_span_cache'] = install_span + module = original_load(raw, name, path, namespace) + if name == 'mutation_adapter': + transform_audit = module.transform_audit + transform_replay = module.transform_replay + + def audit_hook(source): + return transform_audit(source) + b'\nspan = _install_span_cache(span)\n' + + def replay_hook(source): + anchor = b' verifier._install_comparator = install' + return replace_once(transform_replay(source), anchor, anchor + + b'\n verifier._install_span_cache = _install_span_cache') + + module.transform_audit = audit_hook + module.transform_replay = replay_hook + return module + + prior.load = hooked_load + + +def scientific(result): + # Timing and executed-source hashes legitimately differ. Retain the full + # theorem payload, decisions, mutant identities, footprints and immutability. + names = ('reference_result', 'reference_result_sha256', 'call_multiset_sha256', + 'decisions', 'providers', 'source_sha256', 'mode', 'differential') + return {name: result[name] for name in names} + + +def run(mode='cached', differential=False): + need(mode in ('source', 'cached'), 'span mode') + start = time.perf_counter() + sources = capture() + cache_raw = (PACKAGE / 'cache.py').read_bytes() + cache_module = load(cache_raw, 'bounded_span_cache', PACKAGE / 'cache.py') + prior = load(sources[PRIOR + 'replay.py'], 'complete_r2_caller', ROOT / PRIOR / 'replay.py') + caches = [] + if mode == 'cached': + install(prior, cache_module.SpanCache, caches) + result = prior.run('paths', differential) + need(len(caches) == int(mode == 'cached'), 'span hook executed') + need(capture() == sources, 'input mutation during replay') + return {'mode': mode, 'scientific': scientific(result), + 'scientific_sha256': digest(canonical(scientific(result))), + 'span_cache': caches[0].report() if caches else None, + 'executed_audit_sha256': result['executed_audit_sha256'], + 'wall_seconds': time.perf_counter() - start, + 'source_sha256': {p: digest(raw) for p, raw in sorted(sources.items())}, + 'implementation_sha256': {'cache.py': digest(cache_raw), + 'replay.py': digest(Path(__file__).read_bytes())}} + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--mode', choices=('source', 'cached'), default='cached') + parser.add_argument('--differential', action='store_true') + parser.add_argument('--output', type=Path, required=True) + args = parser.parse_args() + need(not args.output.exists(), 'fresh output required') + result = run(args.mode, args.differential) + with args.output.open('x') as stream: + json.dump(result, stream, sort_keys=True, indent=2) + stream.write('\n') + print('PASS_R2_SPAN_REPLAY', args.mode, result['scientific_sha256'], result['span_cache']) + + +if __name__ == '__main__': + main() diff --git a/research/r2-frame-span-cache/verify.py b/research/r2-frame-span-cache/verify.py new file mode 100644 index 0000000000..5b6b863996 --- /dev/null +++ b/research/r2-frame-span-cache/verify.py @@ -0,0 +1,141 @@ +"""Exact cache conformance and complete replay. Nick Petalas, Apache-2.0.""" +import itertools +import json +from pathlib import Path +import statistics +import tempfile +import types + +PACKAGE = Path(__file__).resolve().parent +ROOT = PACKAGE.parents[1] + + +def need(ok, message): + if not ok: + raise ValueError(message) + + +def load(name): + path = PACKAGE / (name + '.py') + module = types.ModuleType(name) + module.__file__ = str(path) + exec(compile(path.read_bytes(), str(path), 'exec'), module.__dict__) + return module + + +def outcome(fn, rows): + try: + return ('value', fn(rows)) + except (ValueError, TypeError) as exc: + return ('exception', type(exc), str(exc)) + + +def conformance(replay, cache_class): + sources = replay.capture() + key = replay.PRIOR + 'vendor/pr3218/vendor/pr3202/verify.py' + original = replay.load(sources[key], 'exact_source_span', ROOT / key).span + cache = cache_class(original) + cases = 0 + # Every ordered frame of length <=4 over the 3-bit ambient space, + # including zero, repeats and dependent bases. Only successes are cached. + for length in range(5): + for values in itertools.product(range(8), repeat=length): + rows = list(values) + expected = outcome(original, rows) + need(outcome(cache, rows) == expected, 'ordered frame conformance') + need(outcome(cache, tuple(rows)) == expected, 'immutable key conformance') + cases += 1 + for rows in ([True], [1.0], [0], [-1], [512], [1, 2, 3], list(range(10)), [1, []]): + need(outcome(cache, rows) == outcome(original, rows), 'invalid frame conformance') + cases += 1 + rows = [1, 2] + need(cache(rows) == frozenset((0, 1, 2, 3)), 'warm mutable frame') + rows[1] = 4 + need(cache(rows) == frozenset((0, 1, 4, 5)), 'content mutation invalidation') + rows[1] = 1 + need(outcome(cache, rows) == outcome(original, rows), 'warm invalid mutation') + other = cache_class(original) + need(other.report()['entries'] == 0 and other([1]) == frozenset((0, 1)), 'fresh lifetime') + tiny = cache_class(original, capacity=1) + need(tiny([1]) == original([1]) and tiny([2]) == original([2]), 'capacity fallback') + need(tiny.report()['entries'] == 1 and tiny.report()['misses'] == 2, 'capacity bound') + return cases + + +def rejection_controls(replay): + # Capture authenticates before any predecessor code executes. + rows = json.loads((PACKAGE / 'SOURCES.json').read_bytes())['files'] + inputs = [row['path'] for row in rows if row['usage'] == 'input'] + changed = (replay.PRIOR + 'replay.py', replay.PRIOR + 'adapter.py', + replay.PRIOR + 'vendor/pr3218/vendor/pr3202/data/base/CANONICAL-WORD.json.gz') + with tempfile.TemporaryDirectory(prefix='r2-span-controls-') as directory: + root = Path(directory) + for name in inputs: + path = root / name + path.parent.mkdir(parents=True, exist_ok=True) + path.write_bytes((ROOT / name).read_bytes()) + for name in changed: + path = root / name + raw = path.read_bytes() + path.write_bytes(raw + b' ') + try: + replay.capture(root) + except ValueError as exc: + need(str(exc) == 'source drift: ' + name, 'source rejection reason') + else: + raise ValueError('source mutation accepted') + path.write_bytes(raw) + try: + replay.replace_once(b'missing', b'anchor', b'new') + except ValueError as exc: + need(str(exc) == 'unique span hook anchor', 'hook rejection reason') + else: + raise ValueError('unknown hook accepted') + return 4 + + +def benchmark_binding(replay): + receipt = json.loads((PACKAGE / 'BENCHMARK.json').read_bytes()) + need(receipt['failures'] == 0 and len(receipt['runs']) == 2 * receipt['pairs'], 'timing inventory') + need(receipt['benchmark_sha256'] == replay.digest((PACKAGE / 'benchmark.py').read_bytes()), + 'timing harness binding') + current = {name: replay.digest((PACKAGE / name).read_bytes()) for name in ('cache.py', 'replay.py')} + inputs = {p: replay.digest(raw) for p, raw in replay.capture().items()} + for row in receipt['runs']: + need(row['result']['implementation_sha256'] == current, 'timing implementation binding') + need(row['result']['source_sha256'] == inputs, 'timing input binding') + need([row['mode'] for row in receipt['runs']] == ['source', 'cached'] * receipt['pairs'], + 'alternating complete process order') + for mode in ('source', 'cached'): + times = [row['elapsed_seconds'] for row in receipt['runs'] if row['mode'] == mode] + need(all(type(t) is float and 0 < t < 120 for t in times), 'complete timing bounds') + need(receipt['summary'][mode] == {'median_seconds': statistics.median(times), + 'min_seconds': min(times), 'max_seconds': max(times)}, + 'timing summary arithmetic') + a, b = (receipt['summary'][m]['median_seconds'] for m in ('source', 'cached')) + need(receipt['median_reduction_fraction'] == 1 - b / a, 'timing percentage arithmetic') + return receipt + + +def main(): + replay, cache = load('replay'), load('cache') + cases = conformance(replay, cache.SpanCache) + controls = rejection_controls(replay) + source = replay.run('source') + candidate = replay.run('cached', differential=True) + # The differential flag changes observation work, never the scientific result. + a, b = source['scientific'].copy(), candidate['scientific'].copy() + a.pop('differential') + b.pop('differential') + need(a == b, 'complete scientific equality') + need(candidate['span_cache'] == {'calls': 372952, 'hits': 371802, 'misses': 1150, + 'entries': 1150, 'capacity': 4096}, 'complete span work inventory') + receipt = benchmark_binding(replay) + need(all(row['result']['scientific'] == source['scientific'] for row in receipt['runs']), + 'timing full scientific payload') + print('PASS_R2_FRAME_SPAN_CACHE', f'conformance={cases}', f'controls={controls}', + 'mutants=32', 'decisions=253', 'hits=371802') + + +if __name__ == '__main__': + main()