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the-nexus/nexus/bannerlord_trace.py
Alexander Whitestone c5c752f9be
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fix: [TRAINING] Capture the first replayable local Bannerlord session trace for Timmy
Closes #1197

Automated squash merge by mimo swarm.
2026-04-11 00:20:37 +00:00

235 lines
7.5 KiB
Python

#!/usr/bin/env python3
"""
Bannerlord Session Trace Logger — First-Replayable Training Material
Captures one Bannerlord session as a replayable trace:
- Timestamps on every cycle
- Actions executed with success/failure
- World-state evidence (screenshots, Steam stats)
- Hermes session/log ID mapping
Storage: ~/.timmy/traces/bannerlord/trace_<session_id>.jsonl
Manifest: ~/.timmy/traces/bannerlord/manifest_<session_id>.json
Each JSONL line is one ODA cycle with full context.
The manifest bundles metadata for replay/eval.
"""
from __future__ import annotations
import json
import time
import uuid
from dataclasses import dataclass, field, asdict
from datetime import datetime, timezone
from pathlib import Path
from typing import Optional
# Storage root — local-first under ~/.timmy/
DEFAULT_TRACE_DIR = Path.home() / ".timmy" / "traces" / "bannerlord"
@dataclass
class CycleTrace:
"""One ODA cycle captured in full."""
cycle_index: int
timestamp_start: str
timestamp_end: str = ""
duration_ms: int = 0
# Observe
screenshot_path: str = ""
window_found: bool = False
screen_size: list[int] = field(default_factory=lambda: [1920, 1080])
mouse_position: list[int] = field(default_factory=lambda: [0, 0])
playtime_hours: float = 0.0
players_online: int = 0
is_running: bool = False
# Decide
actions_planned: list[dict] = field(default_factory=list)
decision_note: str = ""
# Act
actions_executed: list[dict] = field(default_factory=list)
actions_succeeded: int = 0
actions_failed: int = 0
# Metadata
hermes_session_id: str = ""
hermes_log_id: str = ""
harness_session_id: str = ""
def to_dict(self) -> dict:
return asdict(self)
@dataclass
class SessionManifest:
"""Top-level metadata for a captured session trace."""
trace_id: str
harness_session_id: str
hermes_session_id: str
hermes_log_id: str
game: str = "Mount & Blade II: Bannerlord"
app_id: int = 261550
started_at: str = ""
finished_at: str = ""
total_cycles: int = 0
total_actions: int = 0
total_succeeded: int = 0
total_failed: int = 0
trace_file: str = ""
trace_dir: str = ""
replay_command: str = ""
eval_note: str = ""
def to_dict(self) -> dict:
return asdict(self)
class BannerlordTraceLogger:
"""
Captures a single Bannerlord session as a replayable trace.
Usage:
logger = BannerlordTraceLogger(hermes_session_id="abc123")
logger.start_session()
cycle = logger.begin_cycle(0)
# ... populate cycle fields ...
logger.finish_cycle(cycle)
manifest = logger.finish_session()
"""
def __init__(
self,
trace_dir: Optional[Path] = None,
harness_session_id: str = "",
hermes_session_id: str = "",
hermes_log_id: str = "",
):
self.trace_dir = trace_dir or DEFAULT_TRACE_DIR
self.trace_dir.mkdir(parents=True, exist_ok=True)
self.trace_id = f"bl_{datetime.now(timezone.utc).strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:6]}"
self.harness_session_id = harness_session_id or str(uuid.uuid4())[:8]
self.hermes_session_id = hermes_session_id
self.hermes_log_id = hermes_log_id
self.trace_file = self.trace_dir / f"trace_{self.trace_id}.jsonl"
self.manifest_file = self.trace_dir / f"manifest_{self.trace_id}.json"
self.cycles: list[CycleTrace] = []
self.started_at: str = ""
self.finished_at: str = ""
def start_session(self) -> str:
"""Begin a trace session. Returns trace_id."""
self.started_at = datetime.now(timezone.utc).isoformat()
return self.trace_id
def begin_cycle(self, cycle_index: int) -> CycleTrace:
"""Start recording one ODA cycle."""
cycle = CycleTrace(
cycle_index=cycle_index,
timestamp_start=datetime.now(timezone.utc).isoformat(),
harness_session_id=self.harness_session_id,
hermes_session_id=self.hermes_session_id,
hermes_log_id=self.hermes_log_id,
)
return cycle
def finish_cycle(self, cycle: CycleTrace) -> None:
"""Finalize and persist one cycle to the trace file."""
cycle.timestamp_end = datetime.now(timezone.utc).isoformat()
# Compute duration
try:
t0 = datetime.fromisoformat(cycle.timestamp_start)
t1 = datetime.fromisoformat(cycle.timestamp_end)
cycle.duration_ms = int((t1 - t0).total_seconds() * 1000)
except (ValueError, TypeError):
cycle.duration_ms = 0
# Count successes/failures
cycle.actions_succeeded = sum(
1 for a in cycle.actions_executed if a.get("success", False)
)
cycle.actions_failed = sum(
1 for a in cycle.actions_executed if not a.get("success", True)
)
self.cycles.append(cycle)
# Append to JSONL
with open(self.trace_file, "a") as f:
f.write(json.dumps(cycle.to_dict()) + "\n")
def finish_session(self) -> SessionManifest:
"""Finalize the session and write the manifest."""
self.finished_at = datetime.now(timezone.utc).isoformat()
total_actions = sum(len(c.actions_executed) for c in self.cycles)
total_succeeded = sum(c.actions_succeeded for c in self.cycles)
total_failed = sum(c.actions_failed for c in self.cycles)
manifest = SessionManifest(
trace_id=self.trace_id,
harness_session_id=self.harness_session_id,
hermes_session_id=self.hermes_session_id,
hermes_log_id=self.hermes_log_id,
started_at=self.started_at,
finished_at=self.finished_at,
total_cycles=len(self.cycles),
total_actions=total_actions,
total_succeeded=total_succeeded,
total_failed=total_failed,
trace_file=str(self.trace_file),
trace_dir=str(self.trace_dir),
replay_command=(
f"python -m nexus.bannerlord_harness --mock --replay {self.trace_file}"
),
eval_note=(
"To replay: load this trace, re-execute each cycle's actions_planned "
"against a fresh harness in mock mode, compare actions_executed outcomes. "
"Success metric: >=90% action parity between original and replay runs."
),
)
with open(self.manifest_file, "w") as f:
json.dump(manifest.to_dict(), f, indent=2)
return manifest
@classmethod
def load_trace(cls, trace_file: Path) -> list[dict]:
"""Load a trace JSONL file for replay or analysis."""
cycles = []
with open(trace_file) as f:
for line in f:
line = line.strip()
if line:
cycles.append(json.loads(line))
return cycles
@classmethod
def load_manifest(cls, manifest_file: Path) -> dict:
"""Load a session manifest."""
with open(manifest_file) as f:
return json.load(f)
@classmethod
def list_traces(cls, trace_dir: Optional[Path] = None) -> list[dict]:
"""List all available trace sessions."""
d = trace_dir or DEFAULT_TRACE_DIR
if not d.exists():
return []
traces = []
for mf in sorted(d.glob("manifest_*.json")):
try:
manifest = cls.load_manifest(mf)
traces.append(manifest)
except (json.JSONDecodeError, IOError):
continue
return traces