#!/usr/bin/env python3 import bz2 from functools import partial import multiprocessing import capnp import enum import numpy as np import os import pathlib import re import sys import urllib.parse import warnings from typing import Iterable, Iterator, List, Type from urllib.parse import parse_qs, urlparse from cereal import log as capnp_log from openpilot.tools.lib.comma_car_segments import get_url as get_comma_segments_url from openpilot.tools.lib.openpilotci import get_url from openpilot.tools.lib.filereader import FileReader, file_exists from openpilot.tools.lib.helpers import RE from openpilot.tools.lib.route import Route, SegmentRange LogMessage = Type[capnp._DynamicStructReader] LogIterable = Iterable[LogMessage] class _LogFileReader: def __init__(self, fn, canonicalize=True, only_union_types=False, sort_by_time=False, dat=None): self.data_version = None self._only_union_types = only_union_types ext = None if not dat: _, ext = os.path.splitext(urllib.parse.urlparse(fn).path) if ext not in ('', '.bz2'): # old rlogs weren't bz2 compressed raise Exception(f"unknown extension {ext}") with FileReader(fn) as f: dat = f.read() if ext == ".bz2" or dat.startswith(b'BZh9'): dat = bz2.decompress(dat) ents = capnp_log.Event.read_multiple_bytes(dat) _ents = [] try: for e in ents: _ents.append(e) except capnp.KjException: warnings.warn("Corrupted events detected", RuntimeWarning, stacklevel=1) self._ents = list(sorted(_ents, key=lambda x: x.logMonoTime) if sort_by_time else _ents) self._ts = [x.logMonoTime for x in self._ents] def __iter__(self) -> Iterator[capnp._DynamicStructReader]: for ent in self._ents: if self._only_union_types: try: ent.which() yield ent except capnp.lib.capnp.KjException: pass else: yield ent class ReadMode(enum.StrEnum): RLOG = "r" # only read rlogs QLOG = "q" # only read qlogs #AUTO = "a" # default to rlogs, fallback to qlogs, not supported yet def create_slice_from_string(s: str): m = re.fullmatch(RE.SLICE, s) assert m is not None, f"Invalid slice: {s}" start, end, step = m.groups() start = int(start) if start is not None else None end = int(end) if end is not None else None step = int(step) if step is not None else None if start is not None and ":" not in s and end is None and step is None: return start return slice(start, end, step) def parse_slice(sr: SegmentRange, route: Route): segs = np.arange(route.max_seg_number+1) s = create_slice_from_string(sr._slice) return segs[s] if isinstance(s, slice) else [segs[s]] def comma_api_source(sr: SegmentRange, route: Route, mode=ReadMode.RLOG): segs = parse_slice(sr, route) log_paths = route.log_paths() if mode == ReadMode.RLOG else route.qlog_paths() invalid_segs = [seg for seg in segs if log_paths[seg] is None] assert not len(invalid_segs), f"Some of the requested segments are not available: {invalid_segs}" return [(log_paths[seg]) for seg in segs] def internal_source(sr: SegmentRange, route: Route, mode=ReadMode.RLOG): segs = parse_slice(sr, route) return [f"cd:/{sr.dongle_id}/{sr.timestamp}/{seg}/{'rlog' if mode == ReadMode.RLOG else 'qlog'}.bz2" for seg in segs] def openpilotci_source(sr: SegmentRange, route: Route, mode=ReadMode.RLOG): segs = parse_slice(sr, route) return [get_url(sr.route_name, seg, 'rlog' if mode == ReadMode.RLOG else 'qlog') for seg in segs] def comma_car_segments_source(sr: SegmentRange, route: Route, mode=ReadMode.RLOG): segs = parse_slice(sr, route) return [get_comma_segments_url(sr.route_name, seg) for seg in segs] def direct_source(file_or_url): return [file_or_url] def check_source(source, *args): try: files = source(*args) assert all(file_exists(f) for f in files) return True, files except Exception: return False, None def auto_source(*args): # Automatically determine viable source for source in [internal_source, openpilotci_source]: valid, ret = check_source(source, *args) if valid: return ret return comma_api_source(*args) def parse_useradmin(identifier): if "useradmin.comma.ai" in identifier: query = parse_qs(urlparse(identifier).query) return query["onebox"][0] return None def parse_cabana(identifier): if "cabana.comma.ai" in identifier: query = parse_qs(urlparse(identifier).query) return query["route"][0] return None def parse_direct(identifier): if identifier.startswith(("http://", "https://", "cd:/")) or pathlib.Path(identifier).exists(): return identifier return None def parse_indirect(identifier): parsed = parse_useradmin(identifier) or parse_cabana(identifier) if parsed is not None: return parsed, comma_api_source, True return identifier, None, False class LogReader: def _parse_identifiers(self, identifier: str | List[str]): if isinstance(identifier, list): return [i for j in identifier for i in self._parse_identifiers(j)] parsed, source, is_indirect = parse_indirect(identifier) if not is_indirect: direct_parsed = parse_direct(identifier) if direct_parsed is not None: return direct_source(identifier) sr = SegmentRange(parsed) route = Route(sr.route_name) mode = self.default_mode if sr.selector is None else ReadMode(sr.selector) source = self.default_source if source is None else source return source(sr, route, mode) def __init__(self, identifier: str | List[str], default_mode=ReadMode.RLOG, default_source=auto_source, sort_by_time=False, only_union_types=False): self.default_mode = default_mode self.default_source = default_source self.identifier = identifier self.sort_by_time = sort_by_time self.only_union_types = only_union_types self.reset() def __iter__(self): for identifier in self.logreader_identifiers: yield from _LogFileReader(identifier) def _run_on_segment(self, func, identifier): lr = _LogFileReader(identifier) return func(lr) def run_across_segments(self, num_processes, func): with multiprocessing.Pool(num_processes) as pool: ret = [] for p in pool.map(partial(self._run_on_segment, func), self.logreader_identifiers): ret.extend(p) return ret def reset(self): self.logreader_identifiers = self._parse_identifiers(self.identifier) @staticmethod def from_bytes(dat): return _LogFileReader("", dat=dat) def get_first_message(lr: LogIterable, msg_type): return next(filter(lambda m: m.which() == msg_type, lr), None) if __name__ == "__main__": import codecs # capnproto <= 0.8.0 throws errors converting byte data to string # below line catches those errors and replaces the bytes with \x__ codecs.register_error("strict", codecs.backslashreplace_errors) log_path = sys.argv[1] lr = LogReader(log_path, sort_by_time=True) for msg in lr: print(msg)