forked from Zakaria/hermes-agent
Hermes-agent
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#!/usr/bin/env python3
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"""Compare enabled vs disabled runs and produce a readable report.
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Reads scripts/out/_summary.json and the per-scenario JSONs, prints a side-by-
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side comparison of what happened, and flags anomalies.
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"""
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from __future__ import annotations
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import json
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import sys
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from pathlib import Path
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HERE = Path(__file__).resolve().parent
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OUT = HERE / "out"
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def load_record(scenario_id: str, mode: str):
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path = OUT / f"{scenario_id}__{mode}.json"
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if not path.exists():
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return None
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return json.loads(path.read_text(encoding="utf-8"))
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def fmt_tool_seq(calls):
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if not calls:
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return "(none)"
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return " → ".join(c["name"] for c in calls)
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def fmt_bridge_seq(calls):
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if not calls:
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return "(none)"
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parts = []
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for c in calls:
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if c["name"] == "tool_call":
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inner = (c.get("args") or {}).get("name", "?")
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parts.append(f"tool_call→{inner}")
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elif c["name"] == "tool_search":
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q = (c.get("args") or {}).get("query", "?")
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parts.append(f"search('{q[:30]}')")
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elif c["name"] == "tool_describe":
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n = (c.get("args") or {}).get("name", "?")
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parts.append(f"describe({n})")
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return " → ".join(parts)
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def main():
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if not OUT.exists():
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print("No output directory at", OUT)
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sys.exit(1)
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summary_path = OUT / "_summary.json"
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if not summary_path.exists():
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print("No _summary.json yet")
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sys.exit(1)
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summary = json.loads(summary_path.read_text(encoding="utf-8"))
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scenarios = sorted({row["scenario"] for row in summary})
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print(f"{'='*78}")
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print(f" Live test results: tool_search ENABLED vs DISABLED")
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print(f"{'='*78}\n")
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fails = 0
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for sid in scenarios:
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en = load_record(sid, "enabled")
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di = load_record(sid, "disabled")
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if not en or not di:
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continue
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expected = set(en["expected_underlying_tools"])
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print(f"┌─ {sid} ({en['scenario_description']})")
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print(f"│ Prompt: {en['prompt'][:120]}")
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print(f"│ Expected underlying tools: {sorted(expected) or '(none)'}")
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print(f"│")
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for label, rec in [("ENABLED ", en), ("DISABLED", di)]:
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called_under = [c["name"] for c in rec["underlying_tool_calls"]]
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called_set = set(called_under)
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missing = expected - called_set
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extra = called_set - expected - {"read_file", "search_files", "terminal", "todo", "memory"}
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mark = "✓" if (expected.issubset(called_set) and not rec["error"]) else "✗"
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if mark == "✗":
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fails += 1
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print(f"│ {label} {mark} bridges={len(rec['bridge_calls']):2} underlying={len(rec['underlying_tool_calls']):2} "
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f"iters={rec['n_iterations']:2} elapsed={rec['elapsed_seconds']:5.1f}s err={bool(rec['error'])}")
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print(f"│ underlying: {fmt_tool_seq(rec['underlying_tool_calls'])}")
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if rec["bridge_calls"]:
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print(f"│ bridges: {fmt_bridge_seq(rec['bridge_calls'])}")
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if missing:
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print(f"│ ⚠ MISSING expected tools: {sorted(missing)}")
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if extra:
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print(f"│ ⓘ extra tools called: {sorted(extra)}")
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if rec["error"]:
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print(f"│ 💥 error: {rec['error'][:200]}")
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# Bridge-trip count vs direct (interesting comparator)
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en_bridges = len(en["bridge_calls"])
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di_underlying = len(di["underlying_tool_calls"])
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en_underlying = len(en["underlying_tool_calls"])
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overhead = en_bridges + en_underlying - di_underlying
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print(f"│ Δ round-trip cost: enabled used {en_bridges + en_underlying} calls vs disabled {di_underlying} → +{overhead}")
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print(f"│ Final (enabled): {(en.get('final_response') or '')[:140]}")
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print(f"│ Final (disabled): {(di.get('final_response') or '')[:140]}")
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print(f"└──")
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print()
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print(f"\nFails: {fails}/{2*len(scenarios)}")
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if __name__ == "__main__":
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main()
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