Process Replay: move to pytest (#30260)

* process replay pytest

* enable long diff

* readd job name

* make it executable

* cleanup imports

* retrigger

.github/workflows/selfdrive_tests.yaml

@@ -208,30 +208,20 @@ jobs:
       run: |
         ${{ env.RUN }} "scons -j$(nproc)"
     - name: Run replay
+      id: run-replay
       timeout-minutes: 30
       run: |
-        ${{ env.RUN }} "CI=1 coverage run selfdrive/test/process_replay/test_processes.py -j$(nproc) && \
+        ${{ env.RUN }} "CI=1 $PYTEST -n auto --dist=loadscope selfdrive/test/process_replay/test_processes.py --long-diff && \
-                        chmod -R 777 /tmp/comma_download_cache && \
+                        chmod -R 777 /tmp/comma_download_cache"
-                        coverage combine && \
-                        coverage xml"
-    - name: Print diff
-      id: print-diff
-      if: always()
-      run: cat selfdrive/test/process_replay/diff.txt
-    - uses: actions/upload-artifact@v3
-      if: always()
-      continue-on-error: true
-      with:
-        name: process_replay_diff.txt
-        path: selfdrive/test/process_replay/diff.txt
-    - name: Upload reference logs
-      if: ${{ failure() && steps.print-diff.outcome == 'success' && github.repository == 'commaai/openpilot' && env.AZURE_TOKEN != '' }}
-      run: |
-        ${{ env.RUN }} "unset PYTHONWARNINGS && CI=1 AZURE_TOKEN='$AZURE_TOKEN' python selfdrive/test/process_replay/test_processes.py -j$(nproc) --upload-only"
     - name: "Upload coverage to Codecov"
       uses: codecov/codecov-action@v3
       with:
         name: ${{ github.job }}
+    - name: Upload reference logs
+      if: ${{ failure() && github.repository == 'commaai/openpilot' && env.AZURE_TOKEN != '' }}
+      run: |
+        ${{ env.RUN }} "unset PYTHONWARNINGS && CI=1 AZURE_TOKEN='$AZURE_TOKEN' \
+                        pytest -n auto --dist=loadscope selfdrive/test/process_replay/test_processes.py --upload-only"
 
   regen:
     name: regen

common/prefix.py

@@ -21,6 +21,7 @@ class OpenpilotPrefix:
     except FileExistsError:
       pass
     os.makedirs(Paths.log_root(), exist_ok=True)
+    os.makedirs(Paths.download_cache_root(), exist_ok=True)
 
     return self
 

selfdrive/test/process_replay/conftest.py

@@ -0,0 +1,37 @@
+import pytest
+
+from openpilot.selfdrive.test.process_replay.helpers import ALL_PROCS
+from openpilot.selfdrive.test.process_replay.test_processes import ALL_CARS
+
+
+def pytest_addoption(parser: pytest.Parser):
+  parser.addoption("--whitelist-procs", type=str, nargs="*", default=ALL_PROCS,
+                      help="Whitelist given processes from the test (e.g. controlsd)")
+  parser.addoption("--whitelist-cars", type=str, nargs="*", default=ALL_CARS,
+                      help="Whitelist given cars from the test (e.g. HONDA)")
+  parser.addoption("--blacklist-procs", type=str, nargs="*", default=[],
+                      help="Blacklist given processes from the test (e.g. controlsd)")
+  parser.addoption("--blacklist-cars", type=str, nargs="*", default=[],
+                      help="Blacklist given cars from the test (e.g. HONDA)")
+  parser.addoption("--ignore-fields", type=str, nargs="*", default=[],
+                      help="Extra fields or msgs to ignore (e.g. carState.events)")
+  parser.addoption("--ignore-msgs", type=str, nargs="*", default=[],
+                      help="Msgs to ignore (e.g. carEvents)")
+  parser.addoption("--update-refs", action="store_true",
+                      help="Updates reference logs using current commit")
+  parser.addoption("--upload-only", action="store_true",
+                      help="Skips testing processes and uploads logs from previous test run")
+  parser.addoption("--long-diff", action="store_true",
+                      help="Outputs diff in long format")
+
+
+@pytest.fixture(scope="class", autouse=True)
+def process_replay_test_arguments(request):
+  if hasattr(request.cls, "segment"): # check if a subclass of TestProcessReplayBase
+    request.cls.tested_procs = list(set(request.config.getoption("--whitelist-procs")) - set(request.config.getoption("--blacklist-procs")))
+    request.cls.tested_cars = list({c.upper() for c in set(request.config.getoption("--whitelist-cars")) - set(request.config.getoption("--blacklist-cars"))})
+    request.cls.ignore_fields = request.config.getoption("--ignore-fields")
+    request.cls.ignore_msgs = request.config.getoption("--ignore-msgs")
+    request.cls.upload_only = request.config.getoption("--upload-only")
+    request.cls.update_refs = request.config.getoption("--update-refs")
+    request.cls.long_diff = request.config.getoption("--long-diff")

selfdrive/test/process_replay/helpers.py

@@ -0,0 +1,150 @@
+#!/usr/bin/env python3
+import os
+import sys
+import unittest
+
+from parameterized import parameterized
+from typing import Optional, Union, List
+
+
+from openpilot.selfdrive.test.openpilotci import get_url, upload_file
+from openpilot.selfdrive.test.process_replay.compare_logs import compare_logs, format_process_diff
+from openpilot.selfdrive.test.process_replay.process_replay import CONFIGS, PROC_REPLAY_DIR, FAKEDATA, replay_process
+from openpilot.system.version import get_commit
+from openpilot.tools.lib.filereader import FileReader
+from openpilot.tools.lib.helpers import save_log
+from openpilot.tools.lib.logreader import LogReader, LogIterable
+
+
+BASE_URL = "https://commadataci.blob.core.windows.net/openpilotci/"
+REF_COMMIT_FN = os.path.join(PROC_REPLAY_DIR, "ref_commit")
+EXCLUDED_PROCS = {"modeld", "dmonitoringmodeld"}
+
+
+def get_log_data(segment):
+  r, n = segment.rsplit("--", 1)
+  with FileReader(get_url(r, n)) as f:
+    return f.read()
+
+
+ALL_PROCS = sorted({cfg.proc_name for cfg in CONFIGS if cfg.proc_name not in EXCLUDED_PROCS})
+PROC_TO_CFG = {cfg.proc_name: cfg for cfg in CONFIGS}
+
+cpu_count = os.cpu_count() or 1
+
+
+class TestProcessReplayBase(unittest.TestCase):
+  """
+  Base class that replays all processes within test_proceses from a segment,
+  and puts the log messages in self.log_msgs for analysis by other tests.
+  """
+  segment: Optional[Union[str, LogIterable]] = None
+  tested_procs: List[str] = ALL_PROCS
+
+  @classmethod
+  def setUpClass(cls, create_logs=True):
+    if "Base" in cls.__name__:
+      raise unittest.SkipTest("skipping base class")
+
+    if isinstance(cls.segment, str):
+      cls.log_reader = LogReader.from_bytes(get_log_data(cls.segment))
+    else:
+      cls.log_reader = cls.segment
+
+    if create_logs:
+      cls._create_log_msgs()
+
+  @classmethod
+  def _run_replay(cls, cfg):
+    try:
+      return replay_process(cfg, cls.log_reader, disable_progress=True)
+    except Exception as e:
+      raise Exception(f"failed on segment: {cls.segment} \n{e}") from e
+
+  @classmethod
+  def _create_log_msgs(cls):
+    cls.log_msgs = {}
+    cls.proc_cfg = {}
+
+    for proc in cls.tested_procs:
+      cfg = PROC_TO_CFG[proc]
+
+      log_msgs = cls._run_replay(cfg)
+
+      cls.log_msgs[proc] = log_msgs
+      cls.proc_cfg[proc] = cfg
+
+
+class TestProcessReplayDiffBase(TestProcessReplayBase):
+  """
+  Base class for checking for diff between process outputs.
+  """
+  update_refs = False
+  upload_only = False
+  long_diff = False
+  ignore_msgs: List[str] = []
+  ignore_fields: List[str] = []
+
+  def setUp(self):
+    super().setUp()
+    if self.upload_only:
+      raise unittest.SkipTest("skipping test, uploading only")
+
+  @classmethod
+  def setUpClass(cls):
+    super().setUpClass(not cls.upload_only)
+
+    if cls.long_diff:
+      cls.maxDiff = None
+
+    os.makedirs(os.path.dirname(FAKEDATA), exist_ok=True)
+
+    cls.cur_commit = get_commit()
+    cls.assertNotEqual(cls.cur_commit, None, "Couldn't get current commit")
+
+    cls.upload = cls.update_refs or cls.upload_only
+
+    try:
+      with open(REF_COMMIT_FN) as f:
+        cls.ref_commit = f.read().strip()
+    except FileNotFoundError:
+      print("Couldn't find reference commit")
+      sys.exit(1)
+
+    cls._create_ref_log_msgs()
+
+  @classmethod
+  def _create_ref_log_msgs(cls):
+    cls.ref_log_msgs = {}
+
+    for proc in cls.tested_procs:
+      cur_log_fn = os.path.join(FAKEDATA, f"{cls.segment}_{proc}_{cls.cur_commit}.bz2")
+      if cls.update_refs:  # reference logs will not exist if routes were just regenerated
+        ref_log_path = get_url(*cls.segment.rsplit("--", 1))
+      else:
+        ref_log_fn = os.path.join(FAKEDATA, f"{cls.segment}_{proc}_{cls.ref_commit}.bz2")
+        ref_log_path = ref_log_fn if os.path.exists(ref_log_fn) else BASE_URL + os.path.basename(ref_log_fn)
+
+      if not cls.upload_only:
+        save_log(cur_log_fn, cls.log_msgs[proc])
+        cls.ref_log_msgs[proc] = list(LogReader(ref_log_path))
+
+      if cls.upload:
+        assert os.path.exists(cur_log_fn), f"Cannot find log to upload: {cur_log_fn}"
+        upload_file(cur_log_fn, os.path.basename(cur_log_fn))
+        os.remove(cur_log_fn)
+
+  @parameterized.expand(ALL_PROCS)
+  def test_process_diff(self, proc):
+    if proc not in self.tested_procs:
+      raise unittest.SkipTest(f"{proc} was not requested to be tested")
+
+    cfg = self.proc_cfg[proc]
+    log_msgs = self.log_msgs[proc]
+    ref_log_msgs = self.ref_log_msgs[proc]
+
+    diff = compare_logs(ref_log_msgs, log_msgs, self.ignore_fields + cfg.ignore, self.ignore_msgs)
+
+    diff_short, diff_long = format_process_diff(diff)
+
+    self.assertEqual(len(diff), 0, "\n" + diff_long if self.long_diff else diff_short)

selfdrive/test/process_replay/regen_all.py

@@ -8,7 +8,8 @@ from tqdm import tqdm
 
 from openpilot.common.prefix import OpenpilotPrefix
 from openpilot.selfdrive.test.process_replay.regen import regen_and_save
-from openpilot.selfdrive.test.process_replay.test_processes import FAKEDATA, source_segments as segments
+from openpilot.selfdrive.test.process_replay.process_replay import FAKEDATA
+from openpilot.selfdrive.test.process_replay.test_processes import source_segments as segments
 from openpilot.tools.lib.route import SegmentName
 
 

selfdrive/test/process_replay/test_processes.py

@@ -1,20 +1,15 @@
 #!/usr/bin/env python3
-import argparse
+import unittest
-import concurrent.futures
+import pytest
-import os
 import sys
-from collections import defaultdict
+
-from tqdm import tqdm
+from parameterized import parameterized_class
-from typing import Any, DefaultDict, Dict
+from typing import List, Optional
 
 from openpilot.selfdrive.car.car_helpers import interface_names
-from openpilot.selfdrive.test.openpilotci import get_url, upload_file
+from openpilot.selfdrive.test.process_replay.process_replay import check_openpilot_enabled
-from openpilot.selfdrive.test.process_replay.compare_logs import compare_logs, format_diff
+from openpilot.selfdrive.test.process_replay.helpers import TestProcessReplayDiffBase
-from openpilot.selfdrive.test.process_replay.process_replay import CONFIGS, PROC_REPLAY_DIR, FAKEDATA, check_openpilot_enabled, replay_process
+
-from openpilot.system.version import get_commit
-from openpilot.tools.lib.filereader import FileReader
-from openpilot.tools.lib.logreader import LogReader
-from openpilot.tools.lib.helpers import save_log
 
 source_segments = [
   ("BODY", "937ccb7243511b65|2022-05-24--16-03-09--1"),        # COMMA.BODY
@@ -63,166 +58,41 @@ segments = [
 # dashcamOnly makes don't need to be tested until a full port is done
 excluded_interfaces = ["mock", "tesla"]
 
-BASE_URL = "https://commadataci.blob.core.windows.net/openpilotci/"
+ALL_CARS = sorted({car for car, _ in segments})
-REF_COMMIT_FN = os.path.join(PROC_REPLAY_DIR, "ref_commit")
-EXCLUDED_PROCS = {"modeld", "dmonitoringmodeld"}
-
-
-def run_test_process(data):
-  segment, cfg, args, cur_log_fn, ref_log_path, lr_dat = data
-  res = None
-  if not args.upload_only:
-    lr = LogReader.from_bytes(lr_dat)
-    res, log_msgs = test_process(cfg, lr, segment, ref_log_path, cur_log_fn, args.ignore_fields, args.ignore_msgs)
-    # save logs so we can upload when updating refs
-    save_log(cur_log_fn, log_msgs)
 
-  if args.update_refs or args.upload_only:
-    print(f'Uploading: {os.path.basename(cur_log_fn)}')
-    assert os.path.exists(cur_log_fn), f"Cannot find log to upload: {cur_log_fn}"
-    upload_file(cur_log_fn, os.path.basename(cur_log_fn))
-    os.remove(cur_log_fn)
-  return (segment, cfg.proc_name, res)
 
+@pytest.mark.slow
+@parameterized_class(('case_name', 'segment'), segments)
+class TestCarProcessReplay(TestProcessReplayDiffBase):
+  """
+  Runs a replay diff on a segment for each car.
+  """
 
-def get_log_data(segment):
+  case_name: Optional[str] = None
-  r, n = segment.rsplit("--", 1)
+  tested_cars: List[str] = ALL_CARS
-  with FileReader(get_url(r, n)) as f:
-    return (segment, f.read())
 
+  @classmethod
+  def setUpClass(cls):
+    if cls.case_name not in cls.tested_cars:
+      raise unittest.SkipTest(f"{cls.case_name} was not requested to be tested")
+    super().setUpClass()
 
-def test_process(cfg, lr, segment, ref_log_path, new_log_path, ignore_fields=None, ignore_msgs=None):
+  def test_all_makes_are_tested(self):
-  if ignore_fields is None:
+    if set(self.tested_cars) != set(ALL_CARS):
-    ignore_fields = []
+      raise unittest.SkipTest("skipping check because some cars were skipped via command line")
-  if ignore_msgs is None:
-    ignore_msgs = []
 
-  ref_log_msgs = list(LogReader(ref_log_path))
+    # check to make sure all car brands are tested
+    untested = (set(interface_names) - set(excluded_interfaces)) - {c.lower() for c in self.tested_cars}
+    self.assertEqual(len(untested), 0, f"Cars missing routes: {str(untested)}")
 
-  try:
+  def test_controlsd_engaged(self):
-    log_msgs = replay_process(cfg, lr, disable_progress=True)
+    if "controlsd" not in self.tested_procs:
-  except Exception as e:
+      raise unittest.SkipTest("controlsd was not requested to be tested")
-    raise Exception("failed on segment: " + segment) from e
 
     # check to make sure openpilot is engaged in the route
-  if cfg.proc_name == "controlsd":
+    log_msgs = self.log_msgs["controlsd"]
-    if not check_openpilot_enabled(log_msgs):
+    self.assertTrue(check_openpilot_enabled(log_msgs), f"Route did not enable at all or for long enough: {self.segment}")
-      return f"Route did not enable at all or for long enough: {new_log_path}", log_msgs
-
-  try:
-    return compare_logs(ref_log_msgs, log_msgs, ignore_fields + cfg.ignore, ignore_msgs, cfg.tolerance), log_msgs
-  except Exception as e:
-    return str(e), log_msgs
-
-
-if __name__ == "__main__":
-  all_cars = {car for car, _ in segments}
-  all_procs = {cfg.proc_name for cfg in CONFIGS if cfg.proc_name not in EXCLUDED_PROCS}
-
-  cpu_count = os.cpu_count() or 1
-
-  parser = argparse.ArgumentParser(description="Regression test to identify changes in a process's output")
-  parser.add_argument("--whitelist-procs", type=str, nargs="*", default=all_procs,
-                      help="Whitelist given processes from the test (e.g. controlsd)")
-  parser.add_argument("--whitelist-cars", type=str, nargs="*", default=all_cars,
-                      help="Whitelist given cars from the test (e.g. HONDA)")
-  parser.add_argument("--blacklist-procs", type=str, nargs="*", default=[],
-                      help="Blacklist given processes from the test (e.g. controlsd)")
-  parser.add_argument("--blacklist-cars", type=str, nargs="*", default=[],
-                      help="Blacklist given cars from the test (e.g. HONDA)")
-  parser.add_argument("--ignore-fields", type=str, nargs="*", default=[],
-                      help="Extra fields or msgs to ignore (e.g. carState.events)")
-  parser.add_argument("--ignore-msgs", type=str, nargs="*", default=[],
-                      help="Msgs to ignore (e.g. carEvents)")
-  parser.add_argument("--update-refs", action="store_true",
-                      help="Updates reference logs using current commit")
-  parser.add_argument("--upload-only", action="store_true",
-                      help="Skips testing processes and uploads logs from previous test run")
-  parser.add_argument("-j", "--jobs", type=int, default=max(cpu_count - 2, 1),
-                      help="Max amount of parallel jobs")
-  args = parser.parse_args()
-
-  tested_procs = set(args.whitelist_procs) - set(args.blacklist_procs)
-  tested_cars = set(args.whitelist_cars) - set(args.blacklist_cars)
-  tested_cars = {c.upper() for c in tested_cars}
-
-  full_test = (tested_procs == all_procs) and (tested_cars == all_cars) and all(len(x) == 0 for x in (args.ignore_fields, args.ignore_msgs))
-  upload = args.update_refs or args.upload_only
-  os.makedirs(os.path.dirname(FAKEDATA), exist_ok=True)
-
-  if upload:
-    assert full_test, "Need to run full test when updating refs"
-
-  try:
-    ref_commit = open(REF_COMMIT_FN).read().strip()
-  except FileNotFoundError:
-    print("Couldn't find reference commit")
-    sys.exit(1)
-
-  cur_commit = get_commit()
-  if cur_commit is None:
-    raise Exception("Couldn't get current commit")
-
-  print(f"***** testing against commit {ref_commit} *****")
 
-  # check to make sure all car brands are tested
+
-  if full_test:
+if __name__ == '__main__':
-    untested = (set(interface_names) - set(excluded_interfaces)) - {c.lower() for c in tested_cars}
+  pytest.main([*sys.argv[1:], __file__])
-    assert len(untested) == 0, f"Cars missing routes: {str(untested)}"
-
-  log_paths: DefaultDict[str, Dict[str, Dict[str, str]]] = defaultdict(lambda: defaultdict(dict))
-  with concurrent.futures.ProcessPoolExecutor(max_workers=args.jobs) as pool:
-    if not args.upload_only:
-      download_segments = [seg for car, seg in segments if car in tested_cars]
-      log_data: Dict[str, LogReader] = {}
-      p1 = pool.map(get_log_data, download_segments)
-      for segment, lr in tqdm(p1, desc="Getting Logs", total=len(download_segments)):
-        log_data[segment] = lr
-
-    pool_args: Any = []
-    for car_brand, segment in segments:
-      if car_brand not in tested_cars:
-        continue
-
-      for cfg in CONFIGS:
-        if cfg.proc_name not in tested_procs:
-          continue
-
-        cur_log_fn = os.path.join(FAKEDATA, f"{segment}_{cfg.proc_name}_{cur_commit}.bz2")
-        if args.update_refs:  # reference logs will not exist if routes were just regenerated
-          ref_log_path = get_url(*segment.rsplit("--", 1))
-        else:
-          ref_log_fn = os.path.join(FAKEDATA, f"{segment}_{cfg.proc_name}_{ref_commit}.bz2")
-          ref_log_path = ref_log_fn if os.path.exists(ref_log_fn) else BASE_URL + os.path.basename(ref_log_fn)
-
-        dat = None if args.upload_only else log_data[segment]
-        pool_args.append((segment, cfg, args, cur_log_fn, ref_log_path, dat))
-
-        log_paths[segment][cfg.proc_name]['ref'] = ref_log_path
-        log_paths[segment][cfg.proc_name]['new'] = cur_log_fn
-
-    results: Any = defaultdict(dict)
-    p2 = pool.map(run_test_process, pool_args)
-    for (segment, proc, result) in tqdm(p2, desc="Running Tests", total=len(pool_args)):
-      if not args.upload_only:
-        results[segment][proc] = result
-
-  diff_short, diff_long, failed = format_diff(results, log_paths, ref_commit)
-  if not upload:
-    with open(os.path.join(PROC_REPLAY_DIR, "diff.txt"), "w") as f:
-      f.write(diff_long)
-    print(diff_short)
-
-    if failed:
-      print("TEST FAILED")
-      print("\n\nTo push the new reference logs for this commit run:")
-      print("./test_processes.py --upload-only")
-    else:
-      print("TEST SUCCEEDED")
-
-  else:
-    with open(REF_COMMIT_FN, "w") as f:
-      f.write(cur_commit)
-    print(f"\n\nUpdated reference logs for commit: {cur_commit}")
-
-  sys.exit(int(failed))