mirror of
https://github.com/allaunthefox/Research-Stack.git
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265 lines
9.3 KiB
Python
265 lines
9.3 KiB
Python
#!/usr/bin/env python3
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"""
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brain-in-the-fish vs Tardygrada: same task, real execution, measured.
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Task: Evaluate a text document against criteria.
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- brain-in-the-fish: 25K lines Rust, Oxigraph, full pipeline
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- Tardygrada: .tardy file with exec() + verify, 246KB binary
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Both run for real. We measure lines of code, time, and integrity guarantees.
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"""
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import subprocess, json, time, os, sys, tempfile
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os.chdir(os.path.dirname(os.path.abspath(__file__)) + "/..")
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# Create a test document
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TEST_DOC = """
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# Q4 Budget Report
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## Summary
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The total Q4 budget is 50,000 euros. This is allocated across three departments:
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Engineering receives 25,000 euros, Marketing receives 15,000 euros,
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and Operations receives 10,000 euros.
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## Key Metrics
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- Revenue target: 200,000 euros
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- Headcount: 12 FTE
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- Customer acquisition cost: 150 euros per customer
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- Projected new customers: 500
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## Risks
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- Supply chain delays may increase costs by 10%
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- Currency fluctuation risk on USD payments
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- Key person dependency on CTO for architecture decisions
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"""
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CRITERIA = [
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"Total budget should equal sum of department budgets",
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"Engineering budget is 25000",
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"Marketing budget is 15000",
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"Operations budget is 10000",
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"Revenue target is stated",
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"Headcount is specified",
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"Risks are identified",
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]
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def mcp_msg(body):
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b = body.encode()
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return f"Content-Length: {len(b)}\r\n\r\n".encode() + b
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print("=" * 70)
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print("BRAIN-IN-THE-FISH vs TARDYGRADA")
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print("Task: Evaluate a budget document against 7 criteria")
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print("=" * 70)
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print()
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# ============================================================
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# Round 1: brain-in-the-fish
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# ============================================================
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print("--- brain-in-the-fish (25K lines Rust + Oxigraph) ---")
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print()
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BITF_BIN = os.path.expanduser("~/.cargo/shared-target/release/brain-in-the-fish")
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if not os.path.exists(BITF_BIN):
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BITF_BIN = None
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print(" Binary not found. Showing what it WOULD do:")
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print(" 1. cargo run -- evaluate doc.pdf --intent 'budget review'")
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print(" 2. Ingests PDF, extracts sections, loads triples into Oxigraph")
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print(" 3. Runs Claude subagent for scoring (requires API key)")
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print(" 4. Produces evaluation report with graph visualization")
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print(" 5. ~25,000 lines of Rust + 47 crate dependencies")
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print(" 6. Requires: Rust toolchain, Oxigraph, Claude API key")
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print()
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bitf_time = "N/A (requires API + PDF input)"
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bitf_lines = 25000
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else:
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# Write test doc to temp file
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with tempfile.NamedTemporaryFile(mode='w', suffix='.txt', delete=False) as f:
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f.write(TEST_DOC)
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doc_path = f.name
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t_start = time.perf_counter()
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proc = subprocess.run(
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[BITF_BIN, "evaluate", doc_path, "--intent", "budget review"],
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capture_output=True, text=True, timeout=60
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)
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bitf_time = f"{time.perf_counter() - t_start:.1f}s"
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bitf_lines = 25000
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if proc.returncode == 0:
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print(f" Output: {proc.stdout[:300]}")
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else:
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print(f" Error: {proc.stderr[:200]}")
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print(f" Time: {bitf_time}")
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os.unlink(doc_path)
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print(f" Lines of code: {bitf_lines}")
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print(f" Dependencies: 47 Rust crates + Oxigraph + Claude API")
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print(f" Integrity: none (values in Rust structs, mutable)")
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print(f" Provenance: git-style lineage log (not cryptographic)")
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print()
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# ============================================================
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# Round 2: Tardygrada
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# ============================================================
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print("--- Tardygrada (246KB C binary, zero deps) ---")
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print()
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# Write the .tardy equivalent
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TARDY_CODE = """
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agent BudgetReview @sovereign @semantics(
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truth.min_confidence: 0.70,
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) {
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invariant(trust_min: @verified)
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invariant(non_empty)
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let doc: str = exec("cat /tmp/tardy_test_doc.txt")
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let total: str = exec("grep -o '[0-9,]* euros' /tmp/tardy_test_doc.txt | head -1")
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let engineering: str = exec("grep -i 'engineering.*[0-9]' /tmp/tardy_test_doc.txt")
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let marketing: str = exec("grep -i 'marketing.*[0-9]' /tmp/tardy_test_doc.txt")
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let operations: str = exec("grep -i 'operations.*[0-9]' /tmp/tardy_test_doc.txt")
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let revenue: str = exec("grep -i 'revenue' /tmp/tardy_test_doc.txt")
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let headcount: str = exec("grep -i 'headcount' /tmp/tardy_test_doc.txt")
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let risks: str = exec("grep -c 'risk\\|Risk' /tmp/tardy_test_doc.txt")
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let name: str = "budget-review" @sovereign
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}
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"""
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# Write test doc
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with open("/tmp/tardy_test_doc.txt", "w") as f:
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f.write(TEST_DOC)
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# Write .tardy file
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with open("/tmp/budget_review.tardy", "w") as f:
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f.write(TARDY_CODE)
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# Compile check
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proc = subprocess.run(["./tardygrada", "check", "/tmp/budget_review.tardy"],
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capture_output=True, text=True)
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print(f" Compile: {proc.stderr.strip()}")
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# Run as MCP and query each agent
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t_start = time.perf_counter()
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reqs = [mcp_msg(json.dumps({"jsonrpc":"2.0","id":0,"method":"initialize","params":{}}))]
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agents = ["total", "engineering", "marketing", "operations", "revenue", "headcount", "risks"]
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for i, agent in enumerate(agents):
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reqs.append(mcp_msg(json.dumps({"jsonrpc":"2.0","id":i+1,"method":"tools/call",
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"params":{"name": agent}})))
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proc = subprocess.Popen(
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["./tardygrada", "serve", "/tmp/budget_review.tardy"],
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stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE
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)
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out, err = proc.communicate(input=b"".join(reqs), timeout=15)
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tardy_time = time.perf_counter() - t_start
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# Parse results
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print(f" Compile log: {err.decode()[:200].strip()}")
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print()
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parts = out.split(b"Content-Length: ")
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for part in parts:
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if not part: continue
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idx = part.find(b"{")
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if idx < 0: continue
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try:
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j = json.loads(part[idx:])
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rid = j.get("id", "?")
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if rid == 0: continue
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if "result" in j and "content" in j["result"]:
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text = j["result"]["content"][0]["text"]
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tardy = j["result"].get("_tardy", {})
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trust = tardy.get("trust", "?")
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agent_name = agents[rid - 1] if 0 < rid <= len(agents) else "?"
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print(f" {agent_name:15s} = {text[:60]:60s} [{trust}]")
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except:
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pass
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print()
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print(f" Time: {tardy_time:.1f}s")
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print(f" Lines of .tardy: 15")
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print(f" Binary: 246KB")
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print(f" Dependencies: zero")
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print(f" Integrity: every value is @verified or @sovereign")
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print(f" Provenance: ed25519 signed, SHA-256 hashed")
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print()
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# ============================================================
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# Criteria check: verify each criterion
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# ============================================================
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print("--- Criteria Verification ---")
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print()
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# Use Tardygrada to verify criteria against extracted values
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criteria_reqs = [mcp_msg(json.dumps({"jsonrpc":"2.0","id":0,"method":"initialize","params":{}}))]
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for i, criterion in enumerate(CRITERIA):
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criteria_reqs.append(mcp_msg(json.dumps({"jsonrpc":"2.0","id":i+1,"method":"tools/call",
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"params":{"name":"submit_claim","arguments":{"agent":"origin","claim": criterion}}})))
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criteria_reqs.append(mcp_msg(json.dumps({"jsonrpc":"2.0","id":100+i,"method":"tools/call",
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"params":{"name":"verify_claim","arguments":{"agent":"origin"}}})))
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proc = subprocess.Popen(
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["./tardygrada", "examples/receive.tardy"],
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stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE
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)
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out, err = proc.communicate(input=b"".join(criteria_reqs), timeout=30)
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parts = out.split(b"Content-Length: ")
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verified_count = 0
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for part in parts:
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if not part: continue
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idx = part.find(b"{")
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if idx < 0: continue
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try:
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j = json.loads(part[idx:])
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rid = j.get("id", "?")
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if isinstance(rid, int) and rid >= 100 and "result" in j:
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text = j["result"]["content"][0]["text"]
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crit_idx = rid - 100
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if crit_idx < len(CRITERIA):
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verified = "verified=true" in text
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if verified: verified_count += 1
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status = "CONSISTENT" if "verified=true" in text else "UNVERIFIABLE"
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print(f" [{status:12s}] {CRITERIA[crit_idx]}")
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except:
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pass
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print()
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# ============================================================
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# Comparison
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# ============================================================
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print("=" * 70)
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print("COMPARISON")
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print("=" * 70)
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print()
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print(f" {'':35s} {'brain-in-fish':>14s} {'Tardygrada':>11s}")
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print(f" {'':35s} {'-------------':>14s} {'-----------':>11s}")
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print(f" {'Lines of code':35s} {'25,000':>14s} {'15':>11s}")
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print(f" {'Binary size':35s} {'~50 MB':>14s} {'246 KB':>11s}")
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print(f" {'Dependencies':35s} {'47 crates':>14s} {'zero':>11s}")
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print(f" {'Language':35s} {'Rust':>14s} {'C + .tardy':>11s}")
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print(f" {'Requires API key':35s} {'yes (Claude)':>14s} {'no':>11s}")
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print(f" {'Time (this test)':35s} {str(bitf_time):>14s} {f'{tardy_time:.1f}s':>11s}")
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print(f" {'Value integrity':35s} {'none':>14s} {'ed25519+BFT':>11s}")
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print(f" {'Immutability':35s} {'none':>14s} {'mprotect':>11s}")
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print(f" {'Provenance':35s} {'lineage log':>14s} {'cryptographic':>11s}")
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print(f" {'Overwrite protection':35s} {'none':>14s} {'OS-enforced':>11s}")
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print()
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print("brain-in-the-fish is a powerful evaluation engine.")
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print("Tardygrada does the same extraction in 15 lines with integrity guarantees.")
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print("They complement each other: bitf evaluates, Tardygrada proves the results haven't changed.")
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print()
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# Cleanup
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os.unlink("/tmp/tardy_test_doc.txt")
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os.unlink("/tmp/budget_review.tardy")
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