"""The build wrapper's CLI contract, without a container or device.""" import os import hashlib import json from pathlib import Path import pickle import shutil import struct import subprocess import sys import tempfile import types import unittest SOURCE = Path(__file__).resolve().parents[3] / "build" HELPER = SOURCE.parent / "scripts/laptop_device_build.sh" VALIDATOR = SOURCE.parent / "tools/laptop_device_build/validate_artifacts.py" MAPD_HELPER = SOURCE.parent / "scripts/build_mapd_provider.sh" NATIVE_HELPER = SOURCE.parent / "scripts/native_device_build.sh" def captured_pickle(backend: str, *, host_backend: str | None = None) -> bytes: """A small valid pickle graph with the current TinyJit class references.""" names = ("tinygrad", "tinygrad.engine", "tinygrad.engine.jit") saved = {name: sys.modules.get(name) for name in names} try: root, engine, jit = (types.ModuleType(name) for name in names) root.engine, engine.jit = engine, jit sys.modules.update(zip(names, (root, engine, jit), strict=True)) tiny = type("_TinyJit", (), {"__module__": "tinygrad.engine.jit"}) captured = type("CapturedJit", (), {"__module__": "tinygrad.engine.jit"}) jit._TinyJit, jit.CapturedJit = tiny, captured run = tiny() run.state = captured() if host_backend is not None: run.state.host_backend = host_backend return pickle.dumps({"metadata": {"output_slices": {}, "input_shapes": {}}, "run": run, "input_specs": {}, "output_specs": {}, "device": backend}) finally: for name, module in saved.items(): if module is None: sys.modules.pop(name, None) else: sys.modules[name] = module class BuildEntryTest(unittest.TestCase): def setUp(self): self.tmp = tempfile.TemporaryDirectory() self.addCleanup(self.tmp.cleanup) self.root = Path(self.tmp.name) shutil.copy2(SOURCE, self.root / "build") helper = self.root / "scripts/laptop_device_build.sh" helper.parent.mkdir() helper.write_text("""#!/usr/bin/env bash printf '%s\\n' "$@" > "$ARGS_FILE" mkdir -p panda/board/obj printf changed > panda/board/obj/gitversion.h printf changed > panda/board/obj/version exit "${HELPER_EXIT:-0}" """) helper.chmod(0o755) native = self.root / "scripts/native_device_build.sh" native.write_text('#!/usr/bin/env bash\nprintf "native\\n" > "$ARGS_FILE"\nprintf "%s\\n" "$@" >> "$ARGS_FILE"\n') native.chmod(0o755) mapd = self.root / "scripts/build_mapd_provider.sh" mapd.write_text('#!/usr/bin/env bash\nprintf "mapd\\n" > "$ARGS_FILE"\n') mapd.chmod(0o755) verifier = self.root / "tools/release/stage_mapd_provider.py" verifier.parent.mkdir(parents=True) verifier.write_text('import os, sys\nfrom pathlib import Path\n' + 'Path("mapd-check").write_text("\\n".join(sys.argv[1:]))\n' + 'sys.exit(int(os.getenv("MAPD_CHECK_EXIT", "0")))\n') self.env = os.environ.copy() self.env["ARGS_FILE"] = str(self.root / "args") def run_build(self, *args, helper_exit=0): env = dict(self.env, HELPER_EXIT=str(helper_exit)) return subprocess.run([str(self.root / "build"), *args], cwd=self.root, env=env, check=False) def args(self): return (self.root / "args").read_text().splitlines() def test_shortcuts_and_numeric_jobs(self): self.assertEqual(self.run_build("--params", "6").returncode, 0) self.assertEqual(self.args(), ["scons", "--no-scrub", "openpilot/common/libparams_c.so", "-j6"]) self.assertEqual(self.run_build("--cereal").returncode, 0) self.assertEqual(self.args(), ["scons", "--no-scrub", "openpilot/cereal/libcereal.a", "openpilot/cereal/libsocketmaster.a", "openpilot/cereal/messaging/bridge", "openpilot/cereal/services.h"]) self.assertEqual(self.run_build("--panda", "8").returncode, 0) self.assertEqual(self.args(), ["scons", "--no-scrub", "panda/board/obj/panda.bin.signed", "panda/board/obj/panda_h7.bin.signed", "panda/board/obj/body_h7.bin.signed", "-j8"]) def test_default_and_passthrough(self): self.assertEqual(self.run_build().returncode, 0) self.assertEqual(self.args(), ["build"]) self.assertEqual(self.run_build("--verbose", "4").returncode, 0) self.assertEqual(self.args(), ["build", "4", "--verbose"]) self.assertEqual(self.run_build("4", "--verbose").returncode, 0) self.assertEqual(self.args(), ["build", "4", "--verbose"]) self.assertEqual(self.run_build("--verbose", "4", "FEATURE=value", "8").returncode, 0) self.assertEqual(self.args(), ["build", "8", "--verbose", "FEATURE=value"]) self.assertEqual(self.run_build("8").returncode, 0) self.assertEqual(self.args(), ["build", "8"]) def test_explicit_scons_jobs_options_keep_their_value(self): for option in ("-j", "--jobs"): with self.subTest(option=option): self.assertEqual(self.run_build("--verbose", option, "4").returncode, 0) self.assertEqual(self.args(), ["build", "--verbose", option, "4"]) self.assertEqual(self.run_build("--panda", option, "4").returncode, 0) self.assertEqual(self.args(), ["scons", "--no-scrub", "panda/board/obj/panda.bin.signed", "panda/board/obj/panda_h7.bin.signed", "panda/board/obj/body_h7.bin.signed", option, "4"]) def test_zero_jobs_fail_before_package_or_helper_mutation(self): (self.root / "prebuilt").write_text("preserve") for args in (("0",), ("--verbose", "00"), ("--panda", "0"), ("--params", "0")): with self.subTest(args=args): self.assertEqual(self.run_build(*args).returncode, 2) self.assertFalse((self.root / "args").exists()) self.assertFalse((self.root / "mapd-check").exists()) self.assertFalse((self.root / "panda").exists()) self.assertEqual((self.root / "prebuilt").read_text(), "preserve") def test_missing_map_package_stops_full_build_but_allows_repair(self): self.env["MAPD_CHECK_EXIT"] = "9" self.assertEqual(self.run_build().returncode, 9) self.assertFalse((self.root / "args").exists()) self.assertEqual((self.root / "mapd-check").read_text().splitlines(), ["--source", str(self.root), "--require-tracked"]) (self.root / "mapd-check").unlink() self.assertEqual(self.run_build("--mapd").returncode, 0) self.assertEqual(self.args(), ["mapd"]) self.assertFalse((self.root / "mapd-check").exists()) def test_firmware_assignments_require_environment_before_helper_dispatch(self): for prefix in (("--panda", "4"), ("4",)): for assignment in ("RELEASE=1", "CERT=debug", "RELEASE="): for release_env in ({}, {"RELEASE": "1", "CERT": "environment key"}): with self.subTest(prefix=prefix, assignment=assignment, environment=release_env): result = subprocess.run([str(self.root / "build"), *prefix, assignment], cwd=self.root, env=dict(self.env, **release_env), check=False, capture_output=True, text=True) self.assertEqual(result.returncode, 2) self.assertIn("environment variables", result.stderr) self.assertIn("RELEASE=1 CERT=/path/to/certificate ./build --panda 4", result.stderr) self.assertFalse((self.root / "args").exists()) self.assertFalse((self.root / "panda").exists()) def test_environment_and_unrelated_scons_assignments_remain_supported(self): helper = self.root / "scripts/laptop_device_build.sh" helper.write_text('#!/usr/bin/env bash\nprintf "%s\\n" "$RELEASE" "$CERT" "$@" > "$ARGS_FILE"\n') result = subprocess.run([str(self.root / "build"), "--panda", "4", "FEATURE=value"], cwd=self.root, env=dict(self.env, RELEASE="1", CERT="certificate with spaces"), check=False) self.assertEqual(result.returncode, 0) self.assertEqual(self.args(), ["1", "certificate with spaces", "scons", "--no-scrub", "panda/board/obj/panda.bin.signed", "panda/board/obj/panda_h7.bin.signed", "panda/board/obj/body_h7.bin.signed", "-j4", "FEATURE=value"]) def test_mapd_is_explicit_and_cannot_be_mixed_with_scons(self): self.assertEqual(self.run_build("--mapd").returncode, 0) self.assertEqual(self.args(), ["mapd"]) (self.root / "args").unlink() self.assertEqual(self.run_build("--mapd", "--panda").returncode, 2) self.assertFalse((self.root / "args").exists()) self.assertEqual(self.run_build().returncode, 0) self.assertEqual(self.args(), ["build"]) def test_help_does_not_invoke_builder(self): result = subprocess.run([str(self.root / "build"), "--help"], cwd=self.root, env=self.env, check=False, capture_output=True, text=True) self.assertEqual(result.returncode, 0) self.assertIn("--panda", result.stdout) self.assertIn("--mapd", result.stdout) self.assertIn("RELEASE=1 CERT=/path/to/certificate ./build --panda 4", result.stdout) self.assertFalse((self.root / "args").exists()) def test_actual_agnos_arm64_dispatch_uses_native_helper(self): # Only the temporary copy changes the immutable /AGNOS probe; production # has no environment override that can redirect a build to native mode. build = self.root / "build" build.write_text(build.read_text().replace("-f /AGNOS", f"-f {self.root}/AGNOS")) (self.root / "AGNOS").touch() fake_uname = self.root / "fake-bin/uname" fake_uname.parent.mkdir() fake_uname.write_text('#!/usr/bin/env bash\n[[ "$1" == -s ]] && echo Linux || echo aarch64\n') fake_uname.chmod(0o755) self.env["PATH"] = f"{fake_uname.parent}:{self.env['PATH']}" self.assertEqual(self.run_build("--panda", "2").returncode, 0) self.assertEqual(self.args(), ["native", "scons", "--no-scrub", "panda/board/obj/panda.bin.signed", "panda/board/obj/panda_h7.bin.signed", "panda/board/obj/body_h7.bin.signed", "-j2"]) self.assertEqual(self.run_build().returncode, 0) self.assertEqual(self.args(), ["native", "build"]) def test_non_panda_shortcut_restores_metadata_even_on_failure(self): obj = self.root / "panda/board/obj" obj.mkdir(parents=True) (obj / "gitversion.h").write_text("original") self.assertEqual(self.run_build("--params", helper_exit=7).returncode, 7) self.assertEqual((obj / "gitversion.h").read_text(), "original") self.assertFalse((obj / "version").exists()) def test_panda_shortcut_retains_generated_metadata(self): self.assertEqual(self.run_build("--panda").returncode, 0) self.assertEqual((self.root / "panda/board/obj/version").read_text(), "changed") class NativeDeviceBuildTest(unittest.TestCase): def setUp(self): self.tmp = tempfile.TemporaryDirectory() self.addCleanup(self.tmp.cleanup) self.root = Path(self.tmp.name).resolve() helper = self.root / "scripts/native_device_build.sh" helper.parent.mkdir() shutil.copy2(NATIVE_HELPER, helper) helper.write_text(helper.read_text().replace("-f /AGNOS", f"-f {self.root}/AGNOS") .replace("/usr/local/venv/bin/scons", f"{self.root}/missing/scons")) (self.root / "AGNOS").touch() fake_uname = self.root / "fake-bin/uname" fake_uname.parent.mkdir() fake_uname.write_text('#!/usr/bin/env bash\n[[ "$1" == -s ]] && echo Linux || echo aarch64\n') fake_uname.chmod(0o755) scons = self.root / ".venv/bin/scons" scons.parent.mkdir(parents=True) scons.write_text('#!/usr/bin/env bash\nprintf "%s\\n" "$@" > "$SCONS_ARGS_FILE"\n' + 'printf "%s" "$PYTHONPATH" > "$SCONS_PYTHONPATH_FILE"\nexit "${SCONS_EXIT:-0}"\n') scons.chmod(0o755) validator = self.root / "tools/laptop_device_build/validate_artifacts.py" validator.parent.mkdir(parents=True) validator.write_text('import os, sys\nsys.exit(int(os.getenv("VALIDATOR_EXIT", "0")))\n') (validator.parent / 'package_model_chunks.py').write_text('') (validator.parent / 'validate_params_registry.py').write_text('') manifest = self.root / 'openpilot/common/prebuilt_manifest.py' manifest.parent.mkdir(parents=True) manifest.write_text('') self.env = dict(os.environ, PATH=f"{fake_uname.parent}:{os.environ['PATH']}", SCONS_ARGS_FILE=str(self.root / "scons-args"), SCONS_PYTHONPATH_FILE=str(self.root / "scons-pythonpath")) def run_helper(self, *args, **extra_env): return subprocess.run([str(self.root / "scripts/native_device_build.sh"), *args], cwd=self.root, env=dict(self.env, **extra_env), check=False, capture_output=True, text=True) def test_complete_build_validates_before_prebuilt_and_binds_checkout(self): self.assertEqual(self.run_helper("build", "2", VALIDATOR_EXIT="1").returncode, 1) self.assertFalse((self.root / "prebuilt").exists()) self.assertEqual((self.root / "scons-args").read_text().splitlines(), ["-j2"]) self.assertEqual((self.root / "scons-pythonpath").read_text().split(":"), [str(self.root / name) for name in ("", "msgq_repo", "opendbc_repo", "rednose_repo", "teleoprtc_repo", "tinygrad_repo")]) result = self.run_helper("build", "2") self.assertEqual(result.returncode, 0, result.stderr) self.assertTrue((self.root / "prebuilt").exists()) self.assertEqual(self.run_helper("build", "2", "--dry-run").returncode, 0) self.assertFalse((self.root / "prebuilt").exists()) def test_zero_jobs_fail_before_scons_or_prebuilt_change(self): (self.root / "prebuilt").write_text("preserve") self.assertEqual(self.run_helper("build", "0").returncode, 2) self.assertFalse((self.root / "scons-args").exists()) self.assertEqual((self.root / "prebuilt").read_text(), "preserve") def test_firmware_assignments_fail_before_scons_or_prebuilt_change(self): (self.root / "prebuilt").write_text("preserve") for mode in ("build", "scons"): for assignment in ("RELEASE=1", "CERT=debug", "RELEASE="): with self.subTest(mode=mode, assignment=assignment): result = self.run_helper(mode, "4", assignment, RELEASE="1", CERT="environment key") self.assertEqual(result.returncode, 2) self.assertIn("environment variables", result.stderr) self.assertFalse((self.root / "scons-args").exists()) self.assertEqual((self.root / "prebuilt").read_text(), "preserve") def test_unrelated_scons_assignments_are_forwarded(self): self.assertEqual(self.run_helper("scons", "FEATURE=value").returncode, 0) self.assertEqual((self.root / "scons-args").read_text().splitlines(), ["FEATURE=value"]) def test_shortcut_never_marks_full_build(self): self.assertEqual(self.run_helper("scons", "--no-scrub", "openpilot/common/libparams_c.so").returncode, 0) self.assertEqual((self.root / "scons-args").read_text().splitlines(), ["openpilot/common/libparams_c.so"]) self.assertFalse((self.root / "prebuilt").exists()) class LaptopReleaseForwardingTest(unittest.TestCase): def setUp(self): self.tmp = tempfile.TemporaryDirectory(prefix="laptop build ") self.addCleanup(self.tmp.cleanup) self.root = Path(self.tmp.name).resolve() helper = self.root / "scripts/laptop_device_build.sh" helper.parent.mkdir() helper.write_text(HELPER.read_text().replace('\nmain "$@"\n', '\n')) self.engine = self.root / "fake engine" self.engine.write_text('#!/usr/bin/env bash\nprintf "%s\\0" "$@" > "$CAPTURE_FILE"\n') self.engine.chmod(0o755) self.capture = self.root / "container args" def run_scons(self, **environment): env = os.environ.copy() env.pop("RELEASE", None) env.pop("CERT", None) env.update(environment, CAPTURE_FILE=str(self.capture), FAKE_ENGINE=str(self.engine)) command = ''.join(('source "$1"; detect_engine() { printf "%s" "$FAKE_ENGINE"; }; ', 'ensure_image_exists() { :; }; ensure_sysroot_layout() { :; }; ', 'scrub_mixed_arch_artifacts() { :; }; ', 'run_larch64_scons 4 --no-scrub panda/board/obj/panda_h7.bin.signed ', 'panda/board/obj/body_h7.bin.signed FEATURE=value --verbose "--tag=two words"')) return subprocess.run(["bash", "-c", command, "bash", str(self.root / "scripts/laptop_device_build.sh")], cwd=self.root, env=env, check=False, capture_output=True, text=True) def args(self): return [value.decode() for value in self.capture.read_bytes().split(b'\0')[:-1]] def test_direct_modes_reject_firmware_assignments_before_build(self): (self.root / "prebuilt").write_text("preserve") command = ''.join(('source "$1"; shift; ', 'run_larch64_build() { touch "$CAPTURE_FILE"; }; ', 'run_larch64_scons() { touch "$CAPTURE_FILE"; }; main "$@"')) env = dict(os.environ, CAPTURE_FILE=str(self.capture), RELEASE="1", CERT="environment key") for mode in ("build", "scons"): for assignment in ("RELEASE=1", "CERT=debug", "RELEASE="): with self.subTest(mode=mode, assignment=assignment): result = subprocess.run(["bash", "-c", command, "bash", str(self.root / "scripts/laptop_device_build.sh"), mode, "4", assignment], cwd=self.root, env=env, check=False, capture_output=True, text=True) self.assertEqual(result.returncode, 2) self.assertIn("environment variables", result.stderr) self.assertFalse(self.capture.exists()) self.assertEqual((self.root / "prebuilt").read_text(), "preserve") def test_direct_build_zero_jobs_fail_before_builder_mutation(self): (self.root / "prebuilt").write_text("preserve") command = 'source "$1"; run_larch64_build() { touch "$CAPTURE_FILE"; }; main build 0' result = subprocess.run(["bash", "-c", command, "bash", str(self.root / "scripts/laptop_device_build.sh")], cwd=self.root, env=dict(os.environ, CAPTURE_FILE=str(self.capture)), check=False, capture_output=True, text=True) self.assertEqual(result.returncode, 2) self.assertIn("jobs must be positive", result.stderr) self.assertFalse(self.capture.exists()) self.assertEqual((self.root / "prebuilt").read_text(), "preserve") def test_release_certificate_with_spaces_is_mounted_and_forwarded(self): cert = self.root / "certs with spaces/release key" cert.parent.mkdir() cert.write_text("test certificate") result = self.run_scons(RELEASE="1", CERT=str(cert.relative_to(self.root))) self.assertEqual(result.returncode, 0, result.stderr) args = self.args() self.assertIn(f"{cert}:/tmp/starpilot-signing-cert:ro", args) self.assertEqual(args[args.index("-e") + 1], "RELEASE=1") self.assertEqual(args[args.index("-e") + 3], "CERT=/tmp/starpilot-signing-cert") self.assertIn("--tag=two\\ words", args[-1]) self.assertIn("FEATURE=value", args[-1]) def test_debug_does_not_inherit_release_and_invalid_release_fails_early(self): result = self.run_scons() self.assertEqual(result.returncode, 0, result.stderr) self.assertNotIn("-e", self.args()) self.capture.unlink() result = self.run_scons(RELEASE="") self.assertNotEqual(result.returncode, 0) self.assertIn("RELEASE must be nonempty", result.stderr) self.assertFalse(self.capture.exists()) result = self.run_scons(RELEASE="1") self.assertNotEqual(result.returncode, 0) self.assertIn("RELEASE requires CERT", result.stderr) self.assertFalse(self.capture.exists()) result = self.run_scons(RELEASE="1", CERT="missing key") self.assertNotEqual(result.returncode, 0) self.assertIn("CERT", result.stderr) self.assertFalse(self.capture.exists()) result = self.run_scons(RELEASE="1", CERT=str(self.root)) self.assertNotEqual(result.returncode, 0) self.assertIn("readable regular file", result.stderr) self.assertFalse(self.capture.exists()) with tempfile.TemporaryDirectory(prefix="external key ") as external: outside = Path(external) / "release key" outside.write_text("test certificate") result = self.run_scons(RELEASE="1", CERT=str(outside)) self.assertEqual(result.returncode, 0, result.stderr) self.assertIn(f"{outside.resolve()}:/tmp/starpilot-signing-cert:ro", self.args()) self.capture.unlink() (self.root / "linked key").symlink_to(outside) result = self.run_scons(RELEASE="1", CERT="linked key") self.assertEqual(result.returncode, 0, result.stderr) self.assertIn(f"{outside.resolve()}:/tmp/starpilot-signing-cert:ro", self.args()) class MapdHelperSafetyTest(unittest.TestCase): def setUp(self): self.tmp = tempfile.TemporaryDirectory() self.addCleanup(self.tmp.cleanup) self.root = Path(self.tmp.name).resolve() helper = self.root / 'scripts/build_mapd_provider.sh' helper.parent.mkdir() shutil.copy2(MAPD_HELPER, helper) self.helper = helper def test_missing_offline_cache_fails_without_creating_package(self): result = subprocess.run([str(self.helper)], cwd=self.root, capture_output=True, text=True, env=dict(os.environ, COMMA_MAPD_MODULE_CACHE=str(self.root / 'missing'))) self.assertEqual(result.returncode, 1) self.assertIn('offline Go module cache missing', result.stderr) self.assertFalse((self.root / 'openpilot/starpilot/maps/provider').exists()) def test_external_build_cache_rejected_before_mutation(self): modules = self.root / 'modules' modules.mkdir() with tempfile.TemporaryDirectory() as external: outside = Path(external) / 'unsafe-cache' result = subprocess.run([str(self.helper)], cwd=self.root, capture_output=True, text=True, env=dict(os.environ, COMMA_MAPD_MODULE_CACHE=str(modules), COMMA_MAPD_BUILD_CACHE=str(outside))) self.assertEqual(result.returncode, 1) self.assertIn('must resolve beneath this checkout', result.stderr) self.assertFalse(outside.exists()) class ArtifactCheckTest(unittest.TestCase): def setUp(self): self.tmp = tempfile.TemporaryDirectory() self.addCleanup(self.tmp.cleanup) self.root = Path(self.tmp.name) helper = self.root / "scripts/laptop_device_build.sh" helper.parent.mkdir() shutil.copy2(HELPER, helper) validator = self.root / "tools/laptop_device_build/validate_artifacts.py" validator.parent.mkdir(parents=True) shutil.copy2(VALIDATOR, validator) shutil.copy2(VALIDATOR.with_name("validate_flm_native.py"), validator.with_name("validate_flm_native.py")) chunks = self.root / "openpilot/common/file_chunker.py" chunks.parent.mkdir(parents=True) (self.root / "openpilot/__init__.py").touch() shutil.copy2(SOURCE.parent / "openpilot/common/file_chunker.py", chunks) shipped = b"verified RDF artifact fixture" self.write("openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl", shipped) self.write("openpilot/starpilot/models/catalog.py", (f"DEFAULT_SMALL='rdf43'\nDEFAULT_SMALL_SHA256='{hashlib.sha256(shipped).hexdigest()}'\n" + f"DEFAULT_SMALL_SIZE={len(shipped)}\n").encode()) elf = bytearray(128) elf[:6] = b"\x7fELF\x02\x01" struct.pack_into("\n" + archive_header + bytes(obj) for name in ("openpilot/starpilot/flm/_primitive_walk.so", "openpilot/common/libparams_c.so", "openpilot/selfdrive/pandad/pandad", "openpilot/system/loggerd/loggerd", "openpilot/system/loggerd/encoderd", "msgq_repo/msgq/ipc_pyx.so", "msgq_repo/msgq/visionipc/visionipc_pyx.so", "rednose_repo/rednose/helpers/ekf_sym_pyx.so", "openpilot/tools/replay/replay", "openpilot/tools/replay/libmedia_mux.so", "opendbc_repo/opendbc/can/_raw_value.so"): self.write(name, self.elf) flm_sources = {"_primitive_walk.pyx": "openpilot/starpilot/flm/_primitive_walk.pyx", "native_primitives.py": "openpilot/starpilot/flm/native_primitives.py", "SConscript": "openpilot/starpilot/flm/SConscript", "SConstruct": "SConstruct"} for name, path in flm_sources.items(): self.write(path, f"# synthetic artifact-validation source: {name}\n".encode()) self.write("openpilot/starpilot/flm/_primitive_walk.binding.json", json.dumps({ "schema": 1, "revision": "flm-exact-primitives-v1", "sources": {name: hashlib.sha256((self.root / path).read_bytes()).hexdigest() for name, path in flm_sources.items()}, "artifact_sha256": hashlib.sha256(self.elf).hexdigest(), "abi": {"implementation": "cpython", "cache_tag": "cpython-312", "python": [3, 12], "SOABI": "cpython-312-aarch64-linux-gnu", "machine": "aarch64", "pointer_bits": 64, "platform": "linux"}, }).encode()) for name in ("openpilot/cereal/libcereal.a", "openpilot/cereal/libsocketmaster.a"): self.write(name, archive) for name in ("dmonitoring_model_tinygrad.pkl",): code = captured_pickle("QCOM", host_backend="CPU") self.write(f"openpilot/selfdrive/modeld/models/{name}", struct.pack("