|  |  |  | import os
 | 
					
						
							|  |  |  | import re
 | 
					
						
							|  |  |  | from functools import cache
 | 
					
						
							|  |  |  | from urllib.parse import urlparse
 | 
					
						
							|  |  |  | from collections import defaultdict
 | 
					
						
							|  |  |  | from itertools import chain
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | from openpilot.tools.lib.auth_config import get_token
 | 
					
						
							|  |  |  | from openpilot.tools.lib.api import CommaApi
 | 
					
						
							|  |  |  | from openpilot.tools.lib.helpers import RE
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | QLOG_FILENAMES = ['qlog', 'qlog.bz2', 'qlog.zst']
 | 
					
						
							|  |  |  | QCAMERA_FILENAMES = ['qcamera.ts']
 | 
					
						
							|  |  |  | LOG_FILENAMES = ['rlog', 'rlog.bz2', 'raw_log.bz2']
 | 
					
						
							|  |  |  | CAMERA_FILENAMES = ['fcamera.hevc', 'video.hevc']
 | 
					
						
							|  |  |  | DCAMERA_FILENAMES = ['dcamera.hevc']
 | 
					
						
							|  |  |  | ECAMERA_FILENAMES = ['ecamera.hevc']
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class Route:
 | 
					
						
							|  |  |  |   def __init__(self, name, data_dir=None):
 | 
					
						
							|  |  |  |     self._name = RouteName(name)
 | 
					
						
							|  |  |  |     self.files = None
 | 
					
						
							|  |  |  |     if data_dir is not None:
 | 
					
						
							|  |  |  |       self._segments = self._get_segments_local(data_dir)
 | 
					
						
							|  |  |  |     else:
 | 
					
						
							|  |  |  |       self._segments = self._get_segments_remote()
 | 
					
						
							|  |  |  |     self.max_seg_number = self._segments[-1].name.segment_num
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def name(self):
 | 
					
						
							|  |  |  |     return self._name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def segments(self):
 | 
					
						
							|  |  |  |     return self._segments
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def log_paths(self):
 | 
					
						
							|  |  |  |     log_path_by_seg_num = {s.name.segment_num: s.log_path for s in self._segments}
 | 
					
						
							|  |  |  |     return [log_path_by_seg_num.get(i, None) for i in range(self.max_seg_number + 1)]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def qlog_paths(self):
 | 
					
						
							|  |  |  |     qlog_path_by_seg_num = {s.name.segment_num: s.qlog_path for s in self._segments}
 | 
					
						
							|  |  |  |     return [qlog_path_by_seg_num.get(i, None) for i in range(self.max_seg_number + 1)]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def camera_paths(self):
 | 
					
						
							|  |  |  |     camera_path_by_seg_num = {s.name.segment_num: s.camera_path for s in self._segments}
 | 
					
						
							|  |  |  |     return [camera_path_by_seg_num.get(i, None) for i in range(self.max_seg_number + 1)]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def dcamera_paths(self):
 | 
					
						
							|  |  |  |     dcamera_path_by_seg_num = {s.name.segment_num: s.dcamera_path for s in self._segments}
 | 
					
						
							|  |  |  |     return [dcamera_path_by_seg_num.get(i, None) for i in range(self.max_seg_number + 1)]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def ecamera_paths(self):
 | 
					
						
							|  |  |  |     ecamera_path_by_seg_num = {s.name.segment_num: s.ecamera_path for s in self._segments}
 | 
					
						
							|  |  |  |     return [ecamera_path_by_seg_num.get(i, None) for i in range(self.max_seg_number + 1)]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def qcamera_paths(self):
 | 
					
						
							|  |  |  |     qcamera_path_by_seg_num = {s.name.segment_num: s.qcamera_path for s in self._segments}
 | 
					
						
							|  |  |  |     return [qcamera_path_by_seg_num.get(i, None) for i in range(self.max_seg_number + 1)]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   # TODO: refactor this, it's super repetitive
 | 
					
						
							|  |  |  |   def _get_segments_remote(self):
 | 
					
						
							|  |  |  |     api = CommaApi(get_token())
 | 
					
						
							|  |  |  |     route_files = api.get('v1/route/' + self.name.canonical_name + '/files')
 | 
					
						
							|  |  |  |     self.files = list(chain.from_iterable(route_files.values()))
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     segments = {}
 | 
					
						
							|  |  |  |     for url in self.files:
 | 
					
						
							|  |  |  |       _, dongle_id, time_str, segment_num, fn = urlparse(url).path.rsplit('/', maxsplit=4)
 | 
					
						
							|  |  |  |       segment_name = f'{dongle_id}|{time_str}--{segment_num}'
 | 
					
						
							|  |  |  |       if segments.get(segment_name):
 | 
					
						
							|  |  |  |         segments[segment_name] = Segment(
 | 
					
						
							|  |  |  |           segment_name,
 | 
					
						
							|  |  |  |           url if fn in LOG_FILENAMES else segments[segment_name].log_path,
 | 
					
						
							|  |  |  |           url if fn in QLOG_FILENAMES else segments[segment_name].qlog_path,
 | 
					
						
							|  |  |  |           url if fn in CAMERA_FILENAMES else segments[segment_name].camera_path,
 | 
					
						
							|  |  |  |           url if fn in DCAMERA_FILENAMES else segments[segment_name].dcamera_path,
 | 
					
						
							|  |  |  |           url if fn in ECAMERA_FILENAMES else segments[segment_name].ecamera_path,
 | 
					
						
							|  |  |  |           url if fn in QCAMERA_FILENAMES else segments[segment_name].qcamera_path,
 | 
					
						
							|  |  |  |         )
 | 
					
						
							|  |  |  |       else:
 | 
					
						
							|  |  |  |         segments[segment_name] = Segment(
 | 
					
						
							|  |  |  |           segment_name,
 | 
					
						
							|  |  |  |           url if fn in LOG_FILENAMES else None,
 | 
					
						
							|  |  |  |           url if fn in QLOG_FILENAMES else None,
 | 
					
						
							|  |  |  |           url if fn in CAMERA_FILENAMES else None,
 | 
					
						
							|  |  |  |           url if fn in DCAMERA_FILENAMES else None,
 | 
					
						
							|  |  |  |           url if fn in ECAMERA_FILENAMES else None,
 | 
					
						
							|  |  |  |           url if fn in QCAMERA_FILENAMES else None,
 | 
					
						
							|  |  |  |         )
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     return sorted(segments.values(), key=lambda seg: seg.name.segment_num)
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def _get_segments_local(self, data_dir):
 | 
					
						
							|  |  |  |     files = os.listdir(data_dir)
 | 
					
						
							|  |  |  |     segment_files = defaultdict(list)
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     for f in files:
 | 
					
						
							|  |  |  |       fullpath = os.path.join(data_dir, f)
 | 
					
						
							|  |  |  |       explorer_match = re.match(RE.EXPLORER_FILE, f)
 | 
					
						
							|  |  |  |       op_match = re.match(RE.OP_SEGMENT_DIR, f)
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       if explorer_match:
 | 
					
						
							|  |  |  |         segment_name = explorer_match.group('segment_name')
 | 
					
						
							|  |  |  |         fn = explorer_match.group('file_name')
 | 
					
						
							|  |  |  |         if segment_name.replace('_', '|').startswith(self.name.canonical_name):
 | 
					
						
							|  |  |  |           segment_files[segment_name].append((fullpath, fn))
 | 
					
						
							|  |  |  |       elif op_match and os.path.isdir(fullpath):
 | 
					
						
							|  |  |  |         segment_name = op_match.group('segment_name')
 | 
					
						
							|  |  |  |         if segment_name.startswith(self.name.canonical_name):
 | 
					
						
							|  |  |  |           for seg_f in os.listdir(fullpath):
 | 
					
						
							|  |  |  |             segment_files[segment_name].append((os.path.join(fullpath, seg_f), seg_f))
 | 
					
						
							|  |  |  |       elif f == self.name.canonical_name:
 | 
					
						
							|  |  |  |         for seg_num in os.listdir(fullpath):
 | 
					
						
							|  |  |  |           if not seg_num.isdigit():
 | 
					
						
							|  |  |  |             continue
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |           segment_name = f'{self.name.canonical_name}--{seg_num}'
 | 
					
						
							|  |  |  |           for seg_f in os.listdir(os.path.join(fullpath, seg_num)):
 | 
					
						
							|  |  |  |             segment_files[segment_name].append((os.path.join(fullpath, seg_num, seg_f), seg_f))
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     segments = []
 | 
					
						
							|  |  |  |     for segment, files in segment_files.items():
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       try:
 | 
					
						
							|  |  |  |         log_path = next(path for path, filename in files if filename in LOG_FILENAMES)
 | 
					
						
							|  |  |  |       except StopIteration:
 | 
					
						
							|  |  |  |         log_path = None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       try:
 | 
					
						
							|  |  |  |         qlog_path = next(path for path, filename in files if filename in QLOG_FILENAMES)
 | 
					
						
							|  |  |  |       except StopIteration:
 | 
					
						
							|  |  |  |         qlog_path = None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       try:
 | 
					
						
							|  |  |  |         camera_path = next(path for path, filename in files if filename in CAMERA_FILENAMES)
 | 
					
						
							|  |  |  |       except StopIteration:
 | 
					
						
							|  |  |  |         camera_path = None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       try:
 | 
					
						
							|  |  |  |         dcamera_path = next(path for path, filename in files if filename in DCAMERA_FILENAMES)
 | 
					
						
							|  |  |  |       except StopIteration:
 | 
					
						
							|  |  |  |         dcamera_path = None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       try:
 | 
					
						
							|  |  |  |         ecamera_path = next(path for path, filename in files if filename in ECAMERA_FILENAMES)
 | 
					
						
							|  |  |  |       except StopIteration:
 | 
					
						
							|  |  |  |         ecamera_path = None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       try:
 | 
					
						
							|  |  |  |         qcamera_path = next(path for path, filename in files if filename in QCAMERA_FILENAMES)
 | 
					
						
							|  |  |  |       except StopIteration:
 | 
					
						
							|  |  |  |         qcamera_path = None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |       segments.append(Segment(segment, log_path, qlog_path, camera_path, dcamera_path, ecamera_path, qcamera_path))
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if len(segments) == 0:
 | 
					
						
							|  |  |  |       raise ValueError(f'Could not find segments for route {self.name.canonical_name} in data directory {data_dir}')
 | 
					
						
							|  |  |  |     return sorted(segments, key=lambda seg: seg.name.segment_num)
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class Segment:
 | 
					
						
							|  |  |  |   def __init__(self, name, log_path, qlog_path, camera_path, dcamera_path, ecamera_path, qcamera_path):
 | 
					
						
							|  |  |  |     self._name = SegmentName(name)
 | 
					
						
							|  |  |  |     self.log_path = log_path
 | 
					
						
							|  |  |  |     self.qlog_path = qlog_path
 | 
					
						
							|  |  |  |     self.camera_path = camera_path
 | 
					
						
							|  |  |  |     self.dcamera_path = dcamera_path
 | 
					
						
							|  |  |  |     self.ecamera_path = ecamera_path
 | 
					
						
							|  |  |  |     self.qcamera_path = qcamera_path
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def name(self):
 | 
					
						
							|  |  |  |     return self._name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class RouteName:
 | 
					
						
							|  |  |  |   def __init__(self, name_str: str):
 | 
					
						
							|  |  |  |     self._name_str = name_str
 | 
					
						
							|  |  |  |     delim = next(c for c in self._name_str if c in ("|", "/"))
 | 
					
						
							|  |  |  |     self._dongle_id, self._time_str = self._name_str.split(delim)
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     assert len(self._dongle_id) == 16, self._name_str
 | 
					
						
							|  |  |  |     assert len(self._time_str) == 20, self._name_str
 | 
					
						
							|  |  |  |     self._canonical_name = f"{self._dongle_id}|{self._time_str}"
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def canonical_name(self) -> str: return self._canonical_name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def dongle_id(self) -> str: return self._dongle_id
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def time_str(self) -> str: return self._time_str
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def __str__(self) -> str: return self._canonical_name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class SegmentName:
 | 
					
						
							|  |  |  |   # TODO: add constructor that takes dongle_id, time_str, segment_num and then create instances
 | 
					
						
							|  |  |  |   # of this class instead of manually constructing a segment name (use canonical_name prop instead)
 | 
					
						
							|  |  |  |   def __init__(self, name_str: str, allow_route_name=False):
 | 
					
						
							|  |  |  |     data_dir_path_separator_index = name_str.rsplit("|", 1)[0].rfind("/")
 | 
					
						
							|  |  |  |     use_data_dir = (data_dir_path_separator_index != -1) and ("|" in name_str)
 | 
					
						
							|  |  |  |     self._name_str = name_str[data_dir_path_separator_index + 1:] if use_data_dir else name_str
 | 
					
						
							|  |  |  |     self._data_dir = name_str[:data_dir_path_separator_index] if use_data_dir else None
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     seg_num_delim = "--" if self._name_str.count("--") == 2 else "/"
 | 
					
						
							|  |  |  |     name_parts = self._name_str.rsplit(seg_num_delim, 1)
 | 
					
						
							|  |  |  |     if allow_route_name and len(name_parts) == 1:
 | 
					
						
							|  |  |  |       name_parts.append("-1")  # no segment number
 | 
					
						
							|  |  |  |     self._route_name = RouteName(name_parts[0])
 | 
					
						
							|  |  |  |     self._num = int(name_parts[1])
 | 
					
						
							|  |  |  |     self._canonical_name = f"{self._route_name._dongle_id}|{self._route_name._time_str}--{self._num}"
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def canonical_name(self) -> str: return self._canonical_name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def dongle_id(self) -> str: return self._route_name.dongle_id
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def time_str(self) -> str: return self._route_name.time_str
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def segment_num(self) -> int: return self._num
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def route_name(self) -> RouteName: return self._route_name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def data_dir(self) -> str | None: return self._data_dir
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def __str__(self) -> str: return self._canonical_name
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | @cache
 | 
					
						
							|  |  |  | def get_max_seg_number_cached(sr: 'SegmentRange') -> int:
 | 
					
						
							|  |  |  |   try:
 | 
					
						
							|  |  |  |     api = CommaApi(get_token())
 | 
					
						
							|  |  |  |     max_seg_number = api.get("/v1/route/" + sr.route_name.replace("/", "|"))["maxqlog"]
 | 
					
						
							|  |  |  |     assert isinstance(max_seg_number, int)
 | 
					
						
							|  |  |  |     return max_seg_number
 | 
					
						
							|  |  |  |   except Exception as e:
 | 
					
						
							|  |  |  |     raise Exception("unable to get max_segment_number. ensure you have access to this route or the route is public.") from e
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class SegmentRange:
 | 
					
						
							|  |  |  |   def __init__(self, segment_range: str):
 | 
					
						
							|  |  |  |     m = re.fullmatch(RE.SEGMENT_RANGE, segment_range)
 | 
					
						
							|  |  |  |     assert m is not None, f"Segment range is not valid {segment_range}"
 | 
					
						
							|  |  |  |     self.m = m
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def route_name(self) -> str:
 | 
					
						
							|  |  |  |     return self.m.group("route_name")
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def dongle_id(self) -> str:
 | 
					
						
							|  |  |  |     return self.m.group("dongle_id")
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def log_id(self) -> str:
 | 
					
						
							|  |  |  |     return self.m.group("log_id")
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def slice(self) -> str:
 | 
					
						
							|  |  |  |     return self.m.group("slice") or ""
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def selector(self) -> str | None:
 | 
					
						
							|  |  |  |     return self.m.group("selector")
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   @property
 | 
					
						
							|  |  |  |   def seg_idxs(self) -> list[int]:
 | 
					
						
							|  |  |  |     m = re.fullmatch(RE.SLICE, self.slice)
 | 
					
						
							|  |  |  |     assert m is not None, f"Invalid slice: {self.slice}"
 | 
					
						
							|  |  |  |     start, end, step = (None if s is None else int(s) for s in m.groups())
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     # one segment specified
 | 
					
						
							|  |  |  |     if start is not None and end is None and ':' not in self.slice:
 | 
					
						
							|  |  |  |       if start < 0:
 | 
					
						
							|  |  |  |         start += get_max_seg_number_cached(self) + 1
 | 
					
						
							|  |  |  |       return [start]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     s = slice(start, end, step)
 | 
					
						
							|  |  |  |     # no specified end or using relative indexing, need number of segments
 | 
					
						
							|  |  |  |     if end is None or end < 0 or (start is not None and start < 0):
 | 
					
						
							|  |  |  |       return list(range(get_max_seg_number_cached(self) + 1))[s]
 | 
					
						
							|  |  |  |     else:
 | 
					
						
							|  |  |  |       return list(range(end + 1))[s]
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def __str__(self) -> str:
 | 
					
						
							|  |  |  |     return f"{self.dongle_id}/{self.log_id}" + (f"/{self.slice}" if self.slice else "") + (f"/{self.selector}" if self.selector else "")
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |   def __repr__(self) -> str:
 | 
					
						
							|  |  |  |     return self.__str__()
 |