openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#!/usr/bin/env python3
import capnp
import contextlib
import io
import shutil
import tempfile
import os
import unittest
import pytest
import requests
from parameterized import parameterized
from unittest import mock
from cereal import log as capnp_log
from openpilot.tools.lib.logreader import LogIterable, LogReader, comma_api_source, parse_indirect, ReadMode, InternalUnavailableException
from openpilot.tools.lib.route import SegmentRange
from openpilot.tools.lib.url_file import URLFileException
NUM_SEGS = 17 # number of segments in the test route
ALL_SEGS = list(range(NUM_SEGS))
TEST_ROUTE = "344c5c15b34f2d8a/2024-01-03--09-37-12"
QLOG_FILE = "https://commadataci.blob.core.windows.net/openpilotci/0375fdf7b1ce594d/2019-06-13--08-32-25/3/qlog.bz2"
def noop(segment: LogIterable):
return segment
@contextlib.contextmanager
def setup_source_scenario(is_internal=False):
with (
mock.patch("openpilot.tools.lib.logreader.internal_source") as internal_source_mock,
mock.patch("openpilot.tools.lib.logreader.openpilotci_source") as openpilotci_source_mock,
mock.patch("openpilot.tools.lib.logreader.comma_api_source") as comma_api_source_mock,
):
if is_internal:
internal_source_mock.return_value = [QLOG_FILE]
else:
internal_source_mock.side_effect = InternalUnavailableException
openpilotci_source_mock.return_value = [None]
comma_api_source_mock.return_value = [QLOG_FILE]
yield
class TestLogReader(unittest.TestCase):
@parameterized.expand([
(f"{TEST_ROUTE}", ALL_SEGS),
(f"{TEST_ROUTE.replace('/', '|')}", ALL_SEGS),
(f"{TEST_ROUTE}--0", [0]),
(f"{TEST_ROUTE}--5", [5]),
(f"{TEST_ROUTE}/0", [0]),
(f"{TEST_ROUTE}/5", [5]),
(f"{TEST_ROUTE}/0:10", ALL_SEGS[0:10]),
(f"{TEST_ROUTE}/0:0", []),
(f"{TEST_ROUTE}/4:6", ALL_SEGS[4:6]),
(f"{TEST_ROUTE}/0:-1", ALL_SEGS[0:-1]),
(f"{TEST_ROUTE}/:5", ALL_SEGS[:5]),
(f"{TEST_ROUTE}/2:", ALL_SEGS[2:]),
(f"{TEST_ROUTE}/2:-1", ALL_SEGS[2:-1]),
(f"{TEST_ROUTE}/-1", [ALL_SEGS[-1]]),
(f"{TEST_ROUTE}/-2", [ALL_SEGS[-2]]),
(f"{TEST_ROUTE}/-2:-1", ALL_SEGS[-2:-1]),
(f"{TEST_ROUTE}/-4:-2", ALL_SEGS[-4:-2]),
(f"{TEST_ROUTE}/:10:2", ALL_SEGS[:10:2]),
(f"{TEST_ROUTE}/5::2", ALL_SEGS[5::2]),
(f"https://useradmin.comma.ai/?onebox={TEST_ROUTE}", ALL_SEGS),
(f"https://useradmin.comma.ai/?onebox={TEST_ROUTE.replace('/', '|')}", ALL_SEGS),
(f"https://useradmin.comma.ai/?onebox={TEST_ROUTE.replace('/', '%7C')}", ALL_SEGS),
(f"https://cabana.comma.ai/?route={TEST_ROUTE}", ALL_SEGS),
])
def test_indirect_parsing(self, identifier, expected):
parsed, _, _ = parse_indirect(identifier)
sr = SegmentRange(parsed)
self.assertListEqual(list(sr.seg_idxs), expected, identifier)
@parameterized.expand([
(f"{TEST_ROUTE}", f"{TEST_ROUTE}"),
(f"{TEST_ROUTE.replace('/', '|')}", f"{TEST_ROUTE}"),
(f"{TEST_ROUTE}--5", f"{TEST_ROUTE}/5"),
(f"{TEST_ROUTE}/0/q", f"{TEST_ROUTE}/0/q"),
(f"{TEST_ROUTE}/5:6/r", f"{TEST_ROUTE}/5:6/r"),
(f"{TEST_ROUTE}/5", f"{TEST_ROUTE}/5"),
])
def test_canonical_name(self, identifier, expected):
sr = SegmentRange(identifier)
self.assertEqual(str(sr), expected)
@parameterized.expand([(True,), (False,)])
@mock.patch("openpilot.tools.lib.logreader.file_exists")
def test_direct_parsing(self, cache_enabled, file_exists_mock):
os.environ["FILEREADER_CACHE"] = "1" if cache_enabled else "0"
qlog = tempfile.NamedTemporaryFile(mode='wb', delete=False)
with requests.get(QLOG_FILE, stream=True) as r:
with qlog as f:
shutil.copyfileobj(r.raw, f)
for f in [QLOG_FILE, qlog.name]:
l = len(list(LogReader(f)))
self.assertGreater(l, 100)
with self.assertRaises(URLFileException) if not cache_enabled else self.assertRaises(AssertionError):
l = len(list(LogReader(QLOG_FILE.replace("/3/", "/200/"))))
# file_exists should not be called for direct files
self.assertEqual(file_exists_mock.call_count, 0)
@parameterized.expand([
(f"{TEST_ROUTE}///",),
(f"{TEST_ROUTE}---",),
(f"{TEST_ROUTE}/-4:--2",),
(f"{TEST_ROUTE}/-a",),
(f"{TEST_ROUTE}/j",),
(f"{TEST_ROUTE}/0:1:2:3",),
(f"{TEST_ROUTE}/:::3",),
(f"{TEST_ROUTE}3",),
(f"{TEST_ROUTE}-3",),
(f"{TEST_ROUTE}--3a",),
])
def test_bad_ranges(self, segment_range):
with self.assertRaises(AssertionError):
_ = SegmentRange(segment_range).seg_idxs
@parameterized.expand([
(f"{TEST_ROUTE}/0", False),
(f"{TEST_ROUTE}/:2", False),
(f"{TEST_ROUTE}/0:", True),
(f"{TEST_ROUTE}/-1", True),
(f"{TEST_ROUTE}", True),
])
def test_slicing_api_call(self, segment_range, api_call):
with mock.patch("openpilot.tools.lib.route.get_max_seg_number_cached") as max_seg_mock:
max_seg_mock.return_value = NUM_SEGS
_ = SegmentRange(segment_range).seg_idxs
self.assertEqual(api_call, max_seg_mock.called)
@pytest.mark.slow
def test_modes(self):
qlog_len = len(list(LogReader(f"{TEST_ROUTE}/0", ReadMode.QLOG)))
rlog_len = len(list(LogReader(f"{TEST_ROUTE}/0", ReadMode.RLOG)))
self.assertLess(qlog_len * 6, rlog_len)
@pytest.mark.slow
def test_modes_from_name(self):
qlog_len = len(list(LogReader(f"{TEST_ROUTE}/0/q")))
rlog_len = len(list(LogReader(f"{TEST_ROUTE}/0/r")))
self.assertLess(qlog_len * 6, rlog_len)
@pytest.mark.slow
def test_list(self):
qlog_len = len(list(LogReader(f"{TEST_ROUTE}/0/q")))
qlog_len_2 = len(list(LogReader([f"{TEST_ROUTE}/0/q", f"{TEST_ROUTE}/0/q"])))
self.assertEqual(qlog_len * 2, qlog_len_2)
@pytest.mark.slow
@mock.patch("openpilot.tools.lib.logreader._LogFileReader")
def test_multiple_iterations(self, init_mock):
lr = LogReader(f"{TEST_ROUTE}/0/q")
qlog_len1 = len(list(lr))
qlog_len2 = len(list(lr))
# ensure we don't create multiple instances of _LogFileReader, which means downloading the files twice
self.assertEqual(init_mock.call_count, 1)
self.assertEqual(qlog_len1, qlog_len2)
@pytest.mark.slow
def test_helpers(self):
lr = LogReader(f"{TEST_ROUTE}/0/q")
self.assertEqual(lr.first("carParams").carFingerprint, "SUBARU OUTBACK 6TH GEN")
self.assertTrue(0 < len(list(lr.filter("carParams"))) < len(list(lr)))
@parameterized.expand([(True,), (False,)])
@pytest.mark.slow
def test_run_across_segments(self, cache_enabled):
os.environ["FILEREADER_CACHE"] = "1" if cache_enabled else "0"
lr = LogReader(f"{TEST_ROUTE}/0:4")
self.assertEqual(len(lr.run_across_segments(4, noop)), len(list(lr)))
@pytest.mark.slow
def test_auto_mode(self):
lr = LogReader(f"{TEST_ROUTE}/0/q")
qlog_len = len(list(lr))
with mock.patch("openpilot.tools.lib.route.Route.log_paths") as log_paths_mock:
log_paths_mock.return_value = [None] * NUM_SEGS
# Should fall back to qlogs since rlogs are not available
with self.subTest("interactive_yes"):
with mock.patch("sys.stdin", new=io.StringIO("y\n")):
lr = LogReader(f"{TEST_ROUTE}/0", default_mode=ReadMode.AUTO_INTERACTIVE, default_source=comma_api_source)
log_len = len(list(lr))
self.assertEqual(qlog_len, log_len)
with self.subTest("interactive_no"):
with mock.patch("sys.stdin", new=io.StringIO("n\n")):
with self.assertRaises(AssertionError):
lr = LogReader(f"{TEST_ROUTE}/0", default_mode=ReadMode.AUTO_INTERACTIVE, default_source=comma_api_source)
with self.subTest("non_interactive"):
lr = LogReader(f"{TEST_ROUTE}/0", default_mode=ReadMode.AUTO, default_source=comma_api_source)
log_len = len(list(lr))
self.assertEqual(qlog_len, log_len)
@parameterized.expand([(True,), (False,)])
@pytest.mark.slow
def test_auto_source_scenarios(self, is_internal):
lr = LogReader(QLOG_FILE)
qlog_len = len(list(lr))
with setup_source_scenario(is_internal=is_internal):
lr = LogReader(f"{TEST_ROUTE}/0/q")
log_len = len(list(lr))
self.assertEqual(qlog_len, log_len)
@pytest.mark.slow
def test_sort_by_time(self):
msgs = list(LogReader(f"{TEST_ROUTE}/0/q"))
self.assertNotEqual(msgs, sorted(msgs, key=lambda m: m.logMonoTime))
msgs = list(LogReader(f"{TEST_ROUTE}/0/q", sort_by_time=True))
self.assertEqual(msgs, sorted(msgs, key=lambda m: m.logMonoTime))
def test_only_union_types(self):
with tempfile.NamedTemporaryFile() as qlog:
# write valid Event messages
num_msgs = 100
with open(qlog.name, "wb") as f:
f.write(b"".join(capnp_log.Event.new_message().to_bytes() for _ in range(num_msgs)))
msgs = list(LogReader(qlog.name))
self.assertEqual(len(msgs), num_msgs)
[m.which() for m in msgs]
# append non-union Event message
event_msg = capnp_log.Event.new_message()
non_union_bytes = bytearray(event_msg.to_bytes())
non_union_bytes[event_msg.total_size.word_count * 8] = 0xff # set discriminant value out of range using Event word offset
with open(qlog.name, "ab") as f:
f.write(non_union_bytes)
# ensure new message is added, but is not a union type
msgs = list(LogReader(qlog.name))
self.assertEqual(len(msgs), num_msgs + 1)
with self.assertRaises(capnp.KjException):
[m.which() for m in msgs]
# should not be added when only_union_types=True
msgs = list(LogReader(qlog.name, only_union_types=True))
self.assertEqual(len(msgs), num_msgs)
[m.which() for m in msgs]
if __name__ == "__main__":
unittest.main()