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5850885 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 | """Single logging entrypoint: JSONL to ``outputs/logs/sql_drift_env.log``.
The stdlib :mod:`logging` must not be used elsewhere in this package;
use :func:`get_module_logger` for diagnostic messages
(:meth:`~logging.Logger.info` / :meth:`~logging.Logger.warning` / …) and
:func:`log_interaction` for structured agent/env events.
"""
from __future__ import annotations
import functools
import json
import logging
import os
from collections.abc import Callable
from datetime import datetime
from logging.handlers import RotatingFileHandler
from pathlib import Path
from typing import Any
from zoneinfo import ZoneInfo
_REPO_ROOT = Path(__file__).resolve().parent.parent
LOG_DIR = _REPO_ROOT / "outputs" / "logs"
LOG_FILE = LOG_DIR / "sql_drift_env.log"
INTERACTION_LOGGER_NAME = "sql_drift_env.interactions"
APP_LOGGER_ROOT = "sql_drift_env.app"
IST = ZoneInfo("Asia/Kolkata")
TIMESTAMP_FORMAT = "%d-%b-%Y %I:%M:%S %p"
# Rotating log limits — override via environment variables.
_LOG_MAX_BYTES: int = int(os.environ.get("SQL_DRIFT_LOG_MAX_BYTES", str(50 * 1024 * 1024)))
_LOG_BACKUP_COUNT: int = int(os.environ.get("SQL_DRIFT_LOG_BACKUP_COUNT", "5"))
# When SQL_DRIFT_LOG_PROMPTS is not set (default), llm_prompt and llm_response
# are suppressed from the interaction log to prevent unbounded disk growth and
# accidental prompt/credential leakage in production.
_LOG_PROMPTS: bool = os.environ.get("SQL_DRIFT_LOG_PROMPTS", "").strip().lower() in (
"1",
"true",
"yes",
)
_app_logging_configured: bool = False
def get_interaction_jsonl_logger() -> logging.Logger:
"""Return the rotating-file logger used to append JSONL lines, handler registered once."""
LOG_DIR.mkdir(parents=True, exist_ok=True)
lg = logging.getLogger(INTERACTION_LOGGER_NAME)
lg.setLevel(logging.INFO)
lg.propagate = False
log_path = str(LOG_FILE)
for handler in lg.handlers:
if isinstance(handler, logging.FileHandler) and handler.baseFilename == log_path:
return lg
handler = RotatingFileHandler(
LOG_FILE,
maxBytes=_LOG_MAX_BYTES,
backupCount=_LOG_BACKUP_COUNT,
encoding="utf-8",
)
handler.setFormatter(logging.Formatter("%(message)s"))
lg.addHandler(handler)
return lg
interaction_jsonl_logger = get_interaction_jsonl_logger()
def log_interaction(
*,
event_type: str,
agent_id: str | None = None,
action_taken: Any = None,
observation_returned: Any = None,
reward: Any = None,
done: Any = None,
llm_prompt: Any = None,
llm_response: Any = None,
error: str | None = None,
) -> None:
"""Write one structured interaction event to the central log file.
LLM prompts and responses are omitted unless the environment variable
``SQL_DRIFT_LOG_PROMPTS=1`` is set, preventing unbounded disk growth and
accidental leakage of prompt content in production deployments.
"""
entry = {
"timestamp": datetime.now(IST).strftime(TIMESTAMP_FORMAT),
"event_type": event_type,
"agent_id": agent_id,
"action_taken": _to_jsonable(action_taken),
"observation_returned": _to_jsonable(observation_returned),
"reward": _to_jsonable(reward),
"done": _to_jsonable(done),
"llm_prompt": _to_jsonable(llm_prompt) if _LOG_PROMPTS else None,
"llm_response": _to_jsonable(llm_response) if _LOG_PROMPTS else None,
}
if error is not None:
entry["error"] = error
interaction_jsonl_logger.info(json.dumps(entry, ensure_ascii=False, separators=(",", ":")))
class _AppJsonlLogHandler(logging.Handler):
"""Routes :class:`logging.LogRecord` instances into :func:`log_interaction`."""
def emit(self, record: logging.LogRecord) -> None:
try:
log_interaction(
event_type="app",
action_taken={
"level": record.levelname,
"source": record.name,
"message": record.getMessage(),
},
)
except Exception:
self.handleError(record)
def _ensure_app_logging() -> None:
global _app_logging_configured
if _app_logging_configured:
return
_app_logging_configured = True
parent = logging.getLogger(APP_LOGGER_ROOT)
parent.setLevel(logging.DEBUG)
# Allow records to continue to ancestors (e.g. root, for pytest caplog).
parent.propagate = True
if not any(type(h) is _AppJsonlLogHandler for h in parent.handlers):
parent.addHandler(_AppJsonlLogHandler(level=logging.DEBUG))
def get_module_logger(qualname: str) -> logging.Logger:
"""Diagnostic logger for a module; records go to the central JSONL file."""
_ensure_app_logging()
return logging.getLogger(f"{APP_LOGGER_ROOT}.{qualname}")
def get_logger() -> logging.Logger:
"""Same as :func:`get_interaction_jsonl_logger`."""
return get_interaction_jsonl_logger()
logger = interaction_jsonl_logger
def log_env_reset(func: Callable[..., Any]) -> Callable[..., Any]:
"""Decorator for OpenEnv ``reset()`` methods."""
@functools.wraps(func)
def wrapper(self: Any, *args: Any, **kwargs: Any) -> Any:
action = {
"seed": args[0] if args else kwargs.get("seed"),
"episode_id": args[1] if len(args) > 1 else kwargs.get("episode_id"),
**kwargs,
}
try:
observation = func(self, *args, **kwargs)
except Exception as exc:
episode_id = action.get("episode_id")
log_interaction(
event_type="reset",
agent_id=str(episode_id) if episode_id is not None else None,
action_taken=action,
error=repr(exc),
)
raise
log_interaction(
event_type="reset",
agent_id=_agent_id_from_env(self),
action_taken=action,
observation_returned=observation,
reward=getattr(observation, "reward", None),
done=getattr(observation, "done", None),
)
return observation
return wrapper
def log_env_step(func: Callable[..., Any]) -> Callable[..., Any]:
"""Decorator for OpenEnv ``step()`` methods."""
@functools.wraps(func)
def wrapper(self: Any, *args: Any, **kwargs: Any) -> Any:
action = args[0] if args else kwargs.get("action")
try:
observation = func(self, *args, **kwargs)
except Exception as exc:
log_interaction(
event_type="step",
agent_id=_agent_id_from_env(self),
action_taken=action,
error=repr(exc),
)
raise
log_interaction(
event_type="step",
agent_id=_agent_id_from_env(self),
action_taken=action,
observation_returned=observation,
reward=getattr(observation, "reward", None),
done=getattr(observation, "done", None),
)
return observation
return wrapper
def _agent_id_from_env(env: Any) -> str | None:
runtime = getattr(env, "_runtime", None)
episode_id = getattr(runtime, "episode_id", None)
return str(episode_id) if episode_id is not None else None
def _to_jsonable(value: Any) -> Any:
if value is None or isinstance(value, str | int | float | bool):
return value
if isinstance(value, dict):
return {str(k): _to_jsonable(v) for k, v in value.items()}
if isinstance(value, list | tuple | set):
return [_to_jsonable(v) for v in value]
model_dump = getattr(value, "model_dump", None)
if callable(model_dump):
return model_dump(mode="json")
return str(value)
__all__ = [
"APP_LOGGER_ROOT",
"LOG_FILE",
"get_interaction_jsonl_logger",
"get_logger",
"get_module_logger",
"interaction_jsonl_logger",
"logger",
"log_env_reset",
"log_env_step",
"log_interaction",
] # _LOG_PROMPTS / _LOG_MAX_BYTES / _LOG_BACKUP_COUNT are intentionally private
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