from dataclasses import dataclass import difflib, logging, traceback, subprocess from typing import Dict, Optional from tinygrad.helpers import ContextVar, colored, getenv def print_diff(s0, s1, unified=getenv("UNIFIED_DIFF",1)): if not logging.getLogger().hasHandlers(): logging.basicConfig(level=logging.INFO, format="%(message)s") if unified: lines = list(difflib.unified_diff(str(s0).splitlines(), str(s1).splitlines())) diff = "\n".join(colored(line, "red" if line.startswith("-") else "green" if line.startswith("+") else None) for line in lines) else: import ocdiff diff = ocdiff.console_diff(str(s0), str(s1)) logging.info(diff) @dataclass(frozen=True) class ProcessReplayContext: ctx_vars: Dict[str, int] loc: str = "" head_sha: str = "" run_id: Optional[int] = None def get_process_replay_ctx() -> ProcessReplayContext: stack = filter(lambda x: "tinygrad" in x.filename and not any(n in x.filename for n in ["engine/schedule.py", "engine/realize.py", \ "codegen/kernel.py", "unittest"]), traceback.extract_stack()[:-1]) loc = "\n".join(traceback.format_list(stack)) try: head_sha = subprocess.check_output(["git", "rev-parse", "HEAD"]).strip().decode() except Exception: head_sha = "" return ProcessReplayContext({k:v.value for k,v in ContextVar._cache.items()}, loc, head_sha, getenv("GITHUB_RUN_ID") or None)