repo_id stringclasses 409
values | prefix large_stringlengths 34 36.3k | target large_stringlengths 1 498 | assertion_type stringclasses 31
values | difficulty stringclasses 8
values | test_file stringlengths 10 121 | test_function stringlengths 1 104 | test_class stringlengths 0 51 | lineno int32 2 11.3k | commit_idx int32 |
|---|---|---|---|---|---|---|---|---|---|
commaai/opendbc | import random
import unittest
import numpy as np
from opendbc.car.lateral import get_max_angle_delta_vm, get_max_angle_vm
from opendbc.car.tesla.teslacan import get_steer_ctrl_type
from opendbc.car.tesla.values import CarControllerParams, TeslaSafetyFlags, TeslaFlags
from opendbc.car.tesla.carcontroller import get_saf... | self._rx(lkas_msg_cam)) | self.assertEqual | func_call | opendbc/safety/tests/test_tesla.py | test_stock_lkas_passthrough | TestTeslaSafetyBase | 292 | null |
commaai/opendbc | import os
import abc
import math
import unittest
import importlib
import numpy as np
from collections.abc import Callable
from opendbc.can import CANPacker
from opendbc.safety import ALTERNATIVE_EXPERIENCE
from opendbc.safety.tests.libsafety import libsafety_py
MAX_WRONG_COUNTERS = 5
MAX_SAMPLE_VALS = 6
VEHICLE_SPEED... | 3 | assert | numeric_literal | opendbc/safety/tests/common.py | add_regen_tests | 57 | null | |
commaai/opendbc | import unittest
import numpy as np
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
from opendbc.car.volkswagen.values import VolkswagenSafetyFlags
MAX_ACCEL = 2.0
MIN_A... | self.safety.get_torque_driver_min()) | self.assertEqual | func_call | opendbc/safety/tests/test_volkswagen_mqb.py | test_torque_measurements | TestVolkswagenMqbSafetyBase | 118 | null |
commaai/opendbc | import copy
from opendbc.can import CANPacker, CANParser
class TestCanChecksums:
def verify_checksum(self, subtests, dbc_file: str, msg_name: str, msg_addr: int, test_messages: list[bytes],
checksum_field: str = 'CHECKSUM', counter_field = 'COUNTER'):
"""
Verify that opendbc calculates... | 3 | assert | numeric_literal | opendbc/can/tests/test_checksums.py | verify_fca_giorgio_crc | TestCanChecksums | 32 | null |
commaai/opendbc | import pytest
import random
from opendbc.can import CANPacker, CANParser
from opendbc.can.tests import TEST_DBC
MAX_BAD_COUNTER = 5
class TestCanParserPacker:
def test_packer(self):
packer = CANPacker(TEST_DBC)
for b in range(6):
for i in range(256):
values = {"COUNTER": i}
addr, dat... | b | assert | variable | opendbc/can/tests/test_packer_parser.py | test_packer | TestCanParserPacker | 19 | null |
commaai/opendbc | import unittest
from opendbc.car.structs import CarParams
import opendbc.safety.tests.common as common
from opendbc.safety.tests.libsafety import libsafety_py
from opendbc.safety.tests.common import CANPackerSafety
class TestBody(common.SafetyTest):
TX_MSGS = [[0x250, 0], [0x251, 0],
[0x1, 0], [0x1, 1]... | self._tx(self._torque_cmd_msg(0, 0))) | self.assertFalse | func_call | opendbc/safety/tests/test_body.py | test_tx_hook | TestBody | 44 | null |
commaai/opendbc | import random
import unittest
from opendbc.car.hyundai.values import HyundaiSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
from opendbc.safety.tests.hyunda... | self._tx(self._accel_msg(0))) | self.assertTrue | func_call | opendbc/safety/tests/test_hyundai.py | test_no_aeb_scc12 | TestHyundaiLongitudinalSafety | 236 | null |
commaai/opendbc | import os
import abc
import math
import unittest
import importlib
import numpy as np
from collections.abc import Callable
from opendbc.can import CANPacker
from opendbc.safety import ALTERNATIVE_EXPERIENCE
from opendbc.safety.tests.libsafety import libsafety_py
MAX_WRONG_COUNTERS = 5
MAX_SAMPLE_VALS = 6
VEHICLE_SPEED... | self.MIN_BRAKE) | self.assertGreater | complex_expr | opendbc/safety/tests/common.py | test_gas_brake_limits_correct | LongitudinalGasBrakeSafetyTest | 193 | null |
commaai/opendbc | import unittest
from opendbc.car.volkswagen.values import VolkswagenSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
MSG_LENKHILFE_3 = 0x0D0 # RX from... | self.safety.get_torque_driver_min()) | self.assertEqual | func_call | opendbc/safety/tests/test_volkswagen_pq.py | test_torque_measurements | TestVolkswagenPqSafetyBase | 100 | null |
commaai/opendbc | from hypothesis import settings, given, strategies as st
import pytest
from opendbc.car import gen_empty_fingerprint
from opendbc.car.structs import CarParams
from opendbc.car.fw_versions import build_fw_dict
from opendbc.car.hyundai.interface import CarInterface
from opendbc.car.hyundai.hyundaicanfd import CanBus
fr... | platform | assert | variable | opendbc/car/hyundai/tests/test_hyundai.py | test_fuzzy_excluded_platforms | TestHyundaiFingerprint | 243 | null |
commaai/opendbc | import pytest
import random
from opendbc.can import CANPacker, CANParser
from opendbc.can.tests import TEST_DBC
MAX_BAD_COUNTER = 5
class TestCanParserPacker:
def test_subaru(self):
# Subaru is little endian
dbc_file = "subaru_global_2017_generated"
msgs = [("ES_LKAS", 50)]
parser = CANParser(d... | active) | pytest.approx | variable | opendbc/can/tests/test_packer_parser.py | test_subaru | TestCanParserPacker | 215 | null |
commaai/opendbc | import pytest
import random
import time
from collections import defaultdict
from opendbc.car.can_definitions import CanData
from opendbc.car.car_helpers import interfaces
from opendbc.car.structs import CarParams
from opendbc.car.fingerprints import FW_VERSIONS
from opendbc.car.fw_versions import FW_QUERY_CONFIGS, FUZ... | brand_matches['toyota'] | assert | complex_expr | opendbc/car/tests/test_fw_fingerprint.py | test_brand_ecu_matches | TestFwFingerprint | 188 | null |
commaai/opendbc | from hypothesis import settings, given, strategies as st
import pytest
from opendbc.car import gen_empty_fingerprint
from opendbc.car.structs import CarParams
from opendbc.car.fw_versions import build_fw_dict
from opendbc.car.hyundai.interface import CarInterface
from opendbc.car.hyundai.hyundaicanfd import CanBus
fr... | 1 | assert | numeric_literal | opendbc/car/hyundai/tests/test_hyundai.py | test_expected_platform_codes | TestHyundaiFingerprint | 143 | null |
commaai/opendbc | import unittest
from opendbc.car.volkswagen.values import VolkswagenSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
MSG_LENKHILFE_3 = 0x0D0 # RX from... | self.safety.get_controls_allowed()) | self.assertFalse | func_call | opendbc/safety/tests/test_volkswagen_pq.py | test_cancel_button | TestVolkswagenPqLongSafety | 174 | null |
commaai/opendbc | import pytest
import random
from opendbc.can import CANPacker, CANParser
from opendbc.can.tests import TEST_DBC
MAX_BAD_COUNTER = 5
class TestCanParserPacker:
def test_parser_updated_list(self):
msgs = [("CAN_FD_MESSAGE", 10), ]
parser = CANParser(TEST_DBC, msgs, 0)
packer = CANPacker(TEST_DBC)
m... | 0 | assert | numeric_literal | opendbc/can/tests/test_packer_parser.py | test_parser_updated_list | TestCanParserPacker | 80 | null |
commaai/opendbc | import unittest
import numpy as np
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
from opendbc.car.volkswagen.values import VolkswagenSafetyFlags
MAX_ACCEL = 2.0
MIN_A... | self._tx(self._gra_acc_01_msg(_set=1))) | self.assertFalse | func_call | opendbc/safety/tests/test_volkswagen_mqb.py | test_spam_cancel_safety_check | TestVolkswagenMqbStockSafety | 144 | null |
commaai/opendbc | import os
import abc
import math
import unittest
import importlib
import numpy as np
from collections.abc import Callable
from opendbc.can import CANPacker
from opendbc.safety import ALTERNATIVE_EXPERIENCE
from opendbc.safety.tests.libsafety import libsafety_py
MAX_WRONG_COUNTERS = 5
MAX_SAMPLE_VALS = 6
VEHICLE_SPEED... | self._tx(msg)) | self.assertFalse | func_call | opendbc/safety/tests/common.py | test_tx_hook_on_wrong_safety_mode | SafetyTest | 938 | null |
commaai/opendbc | import unittest
from opendbc.car.gm.values import GMSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
class TestGmCameraSafety(TestGmCameraSafetyBase):
TX_... | self._tx(self._button_msg(Buttons.CANCEL))) | self.assertEqual | func_call | opendbc/safety/tests/test_gm.py | test_buttons | TestGmCameraSafety | 201 | null |
commaai/opendbc | import copy
from opendbc.can import CANPacker, CANParser
class TestCanChecksums:
def verify_checksum(self, subtests, dbc_file: str, msg_name: str, msg_addr: int, test_messages: list[bytes],
checksum_field: str = 'CHECKSUM', counter_field = 'COUNTER'):
"""
Verify that opendbc calculates... | 16 | assert | numeric_literal | opendbc/can/tests/test_checksums.py | verify_volkswagen_mqb_crc | TestCanChecksums | 95 | null |
commaai/opendbc | from hypothesis import settings, given, strategies as st
import pytest
from opendbc.car import gen_empty_fingerprint
from opendbc.car.structs import CarParams
from opendbc.car.fw_versions import build_fw_dict
from opendbc.car.hyundai.interface import CarInterface
from opendbc.car.hyundai.hyundaicanfd import CanBus
fr... | {b"OE", b"OS"} | assert | collection | opendbc/car/hyundai/tests/test_hyundai.py | test_expected_platform_codes | TestHyundaiFingerprint | 141 | null |
commaai/opendbc | from collections import defaultdict
import pytest
from opendbc.car.car_helpers import interfaces
from opendbc.car.docs import get_all_car_docs
from opendbc.car.docs_definitions import Cable, Column, PartType, Star, SupportType
from opendbc.car.honda.values import CAR as HONDA
from opendbc.car.values import PLATFORMS
... | car.model | assert | complex_expr | opendbc/car/tests/test_docs.py | test_naming_conventions | TestCarDocs | 43 | null |
commaai/opendbc | import numpy as np
import random
import unittest
import itertools
from opendbc.car.toyota.values import ToyotaSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafet... | self._tx(self._lta_msg(1, 1, angle, 100))) | self.assertEqual | func_call | opendbc/safety/tests/test_toyota.py | test_lta_steer_cmd | TestToyotaSafetyAngle | 218 | null |
commaai/opendbc | import unittest
import numpy as np
from opendbc.car.honda.values import HondaSafetyFlags
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.car.structs import CarParams
from opendbc.safety.tests.common import CANPackerSafety, MAX_WRONG_COUNTERS
HONDA_N_CO... | (controls_allowed, gas, accel)) | self.assertEqual | collection | opendbc/safety/tests/test_honda.py | test_gas_safety_check | TestHondaBoschLongSafety | 491 | null |
commaai/opendbc | import sys
import time
import struct
from enum import IntEnum, Enum
from dataclasses import dataclass
class CcpClient:
def __init__(self, panda, tx_addr: int, rx_addr: int, bus: int=0, byte_order: BYTE_ORDER=BYTE_ORDER.BIG_ENDIAN, debug=False):
self.tx_addr = tx_addr
self.rx_addr = rx_addr
self.can_bus =... | 4 | assert | numeric_literal | opendbc/car/ccp.py | build_checksum | CcpClient | 311 | null |
commaai/opendbc | import random
import unittest
import numpy as np
from opendbc.car.lateral import get_max_angle_delta_vm, get_max_angle_vm
from opendbc.car.tesla.teslacan import get_steer_ctrl_type
from opendbc.car.tesla.values import CarControllerParams, TeslaSafetyFlags, TeslaFlags
from opendbc.car.tesla.carcontroller import get_saf... | self._rx(aeb_msg_cam)) | self.assertEqual | func_call | opendbc/safety/tests/test_tesla.py | test_stock_aeb_no_cancel | TestTeslaStockSafety | 398 | null |
commaai/opendbc | import numpy as np
import random
import unittest
import opendbc.safety.tests.common as common
from opendbc.car.ford.carcontroller import MAX_LATERAL_ACCEL
from opendbc.car.ford.values import FordSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
from opendbc.s... | round(curvature * self.DEG_TO_CAN)) | self.assertEqual | func_call | opendbc/safety/tests/test_ford.py | test_angle_measurements | TestFordSafetyBase | 232 | null |
commaai/opendbc | import unittest
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
from opendbc.car.rivian.values import RivianSafetyFlags
from opendbc.car.rivian.riviancan import checksu... | self.safety.get_controls_allowed()) | self.assertFalse | func_call | opendbc/safety/tests/test_rivian.py | test_rx_hook | TestRivianSafetyBase | 110 | null |
commaai/opendbc | import os
import math
import hypothesis.strategies as st
import pytest
from functools import cache
from hypothesis import Phase, given, settings
from collections.abc import Callable
from typing import Any
from opendbc.car import DT_CTRL, CanData, structs
from opendbc.car.car_helpers import interfaces
from opendbc.car.... | len(car_params.longitudinalTuning.kpBP) | assert | func_call | opendbc/car/tests/test_car_interfaces.py | test_car_interfaces | TestCarInterfaces | 82 | null |
commaai/opendbc | from hypothesis import given, settings, strategies as st
from opendbc.car import Bus
from opendbc.car.structs import CarParams
from opendbc.car.fw_versions import build_fw_dict
from opendbc.car.toyota.fingerprints import FW_VERSIONS
from opendbc.car.toyota.values import CAR, DBC, TSS2_CAR, ANGLE_CONTROL_CAR, RADAR_ACC... | len(list(result.values())[0]) | assert | func_call | opendbc/car/toyota/tests/test_toyota.py | test_fw_format | TestToyotaFingerprint | 110 | null |
commaai/opendbc | import pytest
from opendbc.car.can_definitions import CanData
from opendbc.car.car_helpers import FRAME_FINGERPRINT, can_fingerprint
from opendbc.car.fingerprints import _FINGERPRINTS as FINGERPRINTS
class TestCanFingerprint:
@pytest.mark.parametrize("car_model, fingerprints", FINGERPRINTS.items())
def test_can_fi... | fingerprint | assert | variable | opendbc/car/tests/test_can_fingerprint.py | test_can_fingerprint | TestCanFingerprint | 20 | null |
commaai/opendbc | import os
import abc
import math
import unittest
import importlib
import numpy as np
from collections.abc import Callable
from opendbc.can import CANPacker
from opendbc.safety import ALTERNATIVE_EXPERIENCE
from opendbc.safety.tests.libsafety import libsafety_py
MAX_WRONG_COUNTERS = 5
MAX_SAMPLE_VALS = 6
VEHICLE_SPEED... | val) | self.assertAlmostEqual | variable | opendbc/safety/tests/common.py | _common_measurement_test | SafetyTestBase | 127 | null |
commaai/opendbc | import enum
import unittest
from opendbc.car.subaru.values import SubaruSafetyFlags
from opendbc.car.structs import CarParams
from opendbc.safety.tests.libsafety import libsafety_py
import opendbc.safety.tests.common as common
from opendbc.safety.tests.common import CANPackerSafety
from functools import partial
def l... | self._tx(self._es_uds_msg(msg))) | self.assertFalse | func_call | opendbc/safety/tests/test_subaru.py | test_es_uds_message | TestSubaruGen2LongitudinalSafety | 233 | null |
commaai/opendbc | from opendbc.can import CANDefine
from opendbc.can.tests import ALL_DBCS
class TestCANDefine:
def test_civic(self):
dbc_file = "honda_civic_touring_2016_can_generated"
defs = CANDefine(dbc_file)
assert defs.dv[399] == | defs.dv['STEER_STATUS'] | assert | complex_expr | opendbc/can/tests/test_define.py | test_civic | TestCANDefine | 11 | null |
IDSIA/sacred | import os
import sys
import tempfile
import pprint
import json
from collections import OrderedDict
import pytest
from sacred import Ingredient, Experiment
from sacred.commands import (
COLOR_MODIFIED,
ENDC,
COLOR_DOC,
COLOR_ADDED,
COLOR_TYPECHANGED,
ConfigEntry,
PathEntry,
_format_confi... | lines[4] | assert | complex_expr | tests/test_commands.py | test_format_config | 157 | null | |
IDSIA/sacred | import pytest
from sacred.serializer import flatten, restore
import sacred.optional as opt
@pytest.mark.skipif(not opt.has_numpy, reason="requires numpy")
def test_serialize_numpy_arrays():
a = opt.np.array([[1, 2, 3], [4, 5, 6]], dtype=opt.np.float32)
b = restore(flatten(a))
assert opt.np.all(b == a)
... | a.dtype | assert | complex_expr | tests/test_serializer.py | test_serialize_numpy_arrays | 54 | null | |
IDSIA/sacred | import pytest
from sacred.config.custom_containers import DogmaticDict, DogmaticList
def test_nested_dict_revelation():
d1 = DogmaticDict({"a": 7, "b": 12})
d2 = DogmaticDict({"c": 7})
l = DogmaticList([d1, 2, d2])
# assert l.revelation() == {'0.a', '0.b', '2.c'}
l.revelation()
assert "a" i... | l[0] | assert | complex_expr | tests/test_config/test_dogmatic_list.py | test_nested_dict_revelation | 140 | null | |
IDSIA/sacred | import pytest
import sacred.optional as opt
from sacred.config import ConfigDict
from sacred.config.custom_containers import DogmaticDict, DogmaticList
def conf_dict():
cfg = ConfigDict(
{
"a": 1,
"b": 2.0,
"c": True,
"d": "string",
"e": [1, 2, 3]... | 1 | assert | numeric_literal | tests/test_config/test_config_dict.py | test_config_dict_result_contains_keys | 33 | null | |
IDSIA/sacred | from sacred.config.config_scope import ConfigScope
from sacred.experiment import Experiment, Ingredient
def test_ingredient_config():
m = Ingredient("somemod")
@m.config
def cfg():
a = 5
b = "foo"
assert len(m.configurations) == | 1 | assert | numeric_literal | tests/test_modules.py | test_ingredient_config | 16 | null | |
IDSIA/sacred | import json
import pickle
import pytest
from copy import copy, deepcopy
from sacred.config.custom_containers import make_read_only, ReadOnlyList, ReadOnlyDict
from sacred.utils import SacredError
def _contains_tuple(json_compat_obj):
x = json_compat_obj
if isinstance(x, tuple):
return True
elif is... | lst | assert | variable | tests/test_config/test_readonly_containers.py | _check_read_only_list | 89 | null | |
IDSIA/sacred | import datetime
import mock
import random
import sacred.optional as opt
from sacred.config.captured_function import create_captured_function
from sacred.settings import SETTINGS
def test_captured_function_call_doesnt_modify_kwargs():
def foo(a, _log):
if _log is not None:
return a
cf = cre... | {"a": 7} | assert | collection | tests/test_config/test_captured_functions.py | test_captured_function_call_doesnt_modify_kwargs | 128 | null | |
IDSIA/sacred | import pytest
import shlex
from docopt import docopt
from sacred.arg_parser import _convert_value, get_config_updates, format_usage
from sacred.experiment import gather_command_line_options
@pytest.mark.parametrize(
"update,expected",
[
(None, {}),
(["a=5"], {"a": 5}),
(["foo.bar=6"], ... | (expected, []) | assert | collection | tests/test_arg_parser.py | test_get_config_updates | 76 | null | |
IDSIA/sacred | from sacred.stflow.internal import ContextMethodDecorator
def test_context_method_decorator():
"""
Ensure that ContextMethodDecorator can intercept method calls.
"""
class FooClass:
def __init__(self, x):
self.x = x
def do_foo(self, y, z):
print("foo")
... | 5 * 10 + 6 | assert | complex_expr | tests/test_stflow/test_internal.py | test_context_method_decorator | 30 | null | |
IDSIA/sacred | import os
import pytest
import tempfile
from sacred.config import ConfigScope, ConfigDict
from sacred.dependencies import Source, PackageDependency
from sacred.experiment import Experiment
from sacred.ingredient import Ingredient
from sacred.utils import CircularDependencyError
from sacred.serializer import json
def ... | "bar" | assert | string_literal | tests/test_ingredients.py | test_capture_function_with_prefix | 43 | null | |
IDSIA/sacred | import datetime
import mock
import random
import sacred.optional as opt
from sacred.config.captured_function import create_captured_function
from sacred.settings import SETTINGS
def test_captured_function_magic_config_argument():
def foo(_config):
return _config
cf = create_captured_function(foo)
... | cf.config | assert | complex_expr | tests/test_config/test_captured_functions.py | test_captured_function_magic_config_argument | 103 | null | |
IDSIA/sacred | from __future__ import division, print_function, unicode_literals, absolute_import
import os
import datetime
import tempfile
import io
import pytest
tinydb = pytest.importorskip("tinydb")
hashfs = pytest.importorskip("hashfs")
from tinydb import TinyDB
from hashfs import HashFS
from sacred.dependencies import get_... | 1 | assert | numeric_literal | tests/test_observers/test_tinydb_observer.py | test_tinydb_observer_started_event_creates_run | 66 | null | |
IDSIA/sacred | import datetime
import os
from copy import copy
import pytest
import json
from pathlib import Path
from sacred.observers.file_storage import FileStorageObserver
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
T1 = datetime.datetime(1999, 5, 4, 3, 2, 1, 0)
T2 = datetime.datetime(1999, 5, 5, 5... | None | assert | none_literal | tests/test_observers/test_file_storage_observer.py | test_fs_observer_queued_event_creates_rundir | 60 | null | |
IDSIA/sacred | import pytest
from sacred.config.custom_containers import DogmaticDict, DogmaticList
def test_init():
l = DogmaticList()
assert l == | [] | assert | collection | tests/test_config/test_dogmatic_list.py | test_init | 15 | null | |
IDSIA/sacred | import os
import sys
import tempfile
import pprint
import json
from collections import OrderedDict
import pytest
from sacred import Ingredient, Experiment
from sacred.commands import (
COLOR_MODIFIED,
ENDC,
COLOR_DOC,
COLOR_ADDED,
COLOR_TYPECHANGED,
ConfigEntry,
PathEntry,
_format_confi... | lines[3] | assert | complex_expr | tests/test_commands.py | test_format_config | 156 | null | |
IDSIA/sacred | import datetime
import pytest
from sacred import Experiment
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
def ex():
return Experiment("Test experiment")
def test_linearize_metrics():
entries = [
ScalarMetricLogEntry("training.loss", 10, datetime.datetime.utcnow(), 100),
... | 2 | assert | numeric_literal | tests/test_metrics_logger.py | test_linearize_metrics | 128 | null | |
IDSIA/sacred | import json
import pickle
import pytest
from copy import copy, deepcopy
from sacred.config.custom_containers import make_read_only, ReadOnlyList, ReadOnlyDict
from sacred.utils import SacredError
def _contains_tuple(json_compat_obj):
x = json_compat_obj
if isinstance(x, tuple):
return True
elif is... | tuple | assert | variable | tests/test_config/test_readonly_containers.py | test_nested_readonly_containers | 176 | null | |
IDSIA/sacred | import os.path
import os
from pathlib import Path
import mock
import pytest
from sacred.dependencies import (
PEP440_VERSION_PATTERN,
PackageDependency,
Source,
gather_sources_and_dependencies,
get_digest,
get_py_file_if_possible,
is_local_source,
)
import sacred.optional as opt
TEST_DIREC... | "testmod" | assert | string_literal | tests/test_dependencies.py | test_package_dependency_create_no_version | 115 | null | |
IDSIA/sacred | import datetime
import os
import sys
from glob import glob
import mock
import pytest
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
pymongo = pytest.importorskip("pymongo")
mongomock = pytest.importorskip("mongomock")
import gridfs
from mongomock.gridfs import enable_gridfs_integration
e... | T2 | assert | variable | tests/test_observers/test_mongo_observer.py | test_mongo_observer_heartbeat_event_updates_run | 174 | null | |
IDSIA/sacred | import datetime
import pytest
from sacred import Experiment
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
def ex():
return Experiment("Test experiment")
@ex.main
def main_function(_run):
# First, make sure the queue is empty:
assert len(ex.current_run._metrics.... | 0 | assert | numeric_literal | tests/test_metrics_logger.py | main_function | 24 | null | |
IDSIA/sacred | import pytest
import datetime
import os
import json
from sacred.observers import GoogleCloudStorageObserver
storage = pytest.importorskip("google.cloud.storage")
T1 = datetime.datetime(1999, 5, 4, 3, 2, 1, 0)
T2 = datetime.datetime(1999, 5, 5, 5, 5, 5, 5)
BASEDIR = "sacred-tests"
def gcs_join(*args):
return "/... | "QUEUED" | assert | string_literal | tests/test_observers/test_gcs_observer.py | test_queued_event_updates_run_json | 194 | null | |
IDSIA/sacred | import pytest
from sacred.serializer import flatten, restore
import sacred.optional as opt
def test_serialize_tuples():
t = (1, "two")
assert restore(flatten(t)) == | t | assert | variable | tests/test_serializer.py | test_serialize_tuples | 60 | null | |
IDSIA/sacred | from __future__ import division, print_function
import re
import pytest
from sacred.config.signature import Signature
from sacred.utils import MissingConfigError
def foo() -> None:
return
def bariza(a: int, b: float, c: str):
return a, b, c
def complex_function_name(a: int = 5, b: str = "fo", c: float = ... | args | assert | variable | tests/test_config/test_signature.py | test_constructor_extracts_all_arguments | 142 | null | |
IDSIA/sacred | import pytest
from sacred.utils import (
PATHCHANGE,
convert_to_nested_dict,
get_by_dotted_path,
is_prefix,
iter_prefixes,
iterate_flattened,
iterate_flattened_separately,
join_paths,
recursive_update,
set_by_dotted_path,
get_inheritors,
convert_camel_case_to_snake_case,... | res | assert | variable | tests/test_utils.py | test_recursive_update | 31 | null | |
IDSIA/sacred | import datetime
import pytest
from sacred import Experiment
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
def ex():
return Experiment("Test experiment")
def test_linearize_metrics():
entries = [
ScalarMetricLogEntry("training.loss", 10, datetime.datetime.utcnow(), 100),
... | 4 | assert | numeric_literal | tests/test_metrics_logger.py | test_linearize_metrics | 134 | null | |
IDSIA/sacred | import datetime
import mock
import pytest
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
pymongo = pytest.importorskip("pymongo")
mongomock = pytest.importorskip("mongomock")
import gridfs
from mongomock.gridfs import enable_gridfs_integration
enable_gridfs_integration()
import pymongo.err... | T2 | assert | variable | tests/test_observers/test_queue_mongo_observer.py | test_mongo_observer_heartbeat_event_updates_run | 115 | null | |
IDSIA/sacred | import pytest
from sacred.utils import (
PATHCHANGE,
convert_to_nested_dict,
get_by_dotted_path,
is_prefix,
iter_prefixes,
iterate_flattened,
iterate_flattened_separately,
join_paths,
recursive_update,
set_by_dotted_path,
get_inheritors,
convert_camel_case_to_snake_case,... | "" | assert | string_literal | tests/test_utils.py | test_join_paths | 84 | null | |
IDSIA/sacred | import pytest
from sacred.config.custom_containers import fallback_dict
def fbdict():
return fallback_dict({"fall1": 7, "fall3": True})
def test_get(fbdict):
fbdict["a"] = "b"
assert fbdict.get("a", 18) == | "b" | assert | string_literal | tests/test_config/test_fallback_dict.py | test_get | 33 | null | |
IDSIA/sacred | from __future__ import division, print_function, unicode_literals, absolute_import
import datetime
import os
import tempfile
import io
import pytest
tinydb = pytest.importorskip("tinydb")
hashfs = pytest.importorskip("hashfs")
from tinydb import Query
from sacred.dependencies import get_digest
from sacred.observer... | "1234" | assert | string_literal | tests/test_observers/test_tinydb_reader.py | test_fetch_metadata_function_with_indices | 164 | null | |
IDSIA/sacred | import pytest
import datetime
import os
import json
from sacred.observers import GoogleCloudStorageObserver
storage = pytest.importorskip("google.cloud.storage")
T1 = datetime.datetime(1999, 5, 4, 3, 2, 1, 0)
T2 = datetime.datetime(1999, 5, 5, 5, 5, 5, 5)
BASEDIR = "sacred-tests"
def gcs_join(*args):
return "/... | "FAILED" | assert | string_literal | tests/test_observers/test_gcs_observer.py | test_failed_event_updates_run_json | 184 | null | |
IDSIA/sacred | import pytest
from sacred.serializer import flatten, restore
import sacred.optional as opt
@pytest.mark.parametrize(
"obj",
[
12,
3.14,
"mystring",
"αβγδ",
[1, 2.0, "3", [4]],
{"foo": "bar", "answer": 42},
None,
True,
],
)
def test_flatten_on... | obj | assert | variable | tests/test_serializer.py | test_flatten_on_json_is_noop | 24 | null | |
IDSIA/sacred | from sacred import Ingredient
from mock import patch
import pytest
import sys
from sacred import cli_option
from sacred import host_info_gatherer
from sacred.experiment import Experiment
from sacred.utils import apply_backspaces_and_linefeeds, ConfigAddedError, SacredError
def ex():
return Experiment("ator3000")... | 7 | assert | numeric_literal | tests/test_experiment.py | test_considers_captured_functions_for_fail_on_unused_config | 126 | null | |
IDSIA/sacred | import pytest
pymongo = pytest.importorskip("pymongo")
from sacred.observers.mongo import parse_mongo_db_arg, DEFAULT_MONGO_PRIORITY
def test_parse_mongo_db_arg():
assert parse_mongo_db_arg("foo") == | {"db_name": "foo"} | assert | collection | tests/test_observers/test_mongo_option.py | test_parse_mongo_db_arg | 13 | null | |
IDSIA/sacred | from __future__ import division, print_function, unicode_literals, absolute_import
import datetime
import os
import tempfile
import io
import pytest
tinydb = pytest.importorskip("tinydb")
hashfs = pytest.importorskip("hashfs")
from tinydb import Query
from sacred.dependencies import get_digest
from sacred.observer... | 0 | assert | numeric_literal | tests/test_observers/test_tinydb_reader.py | test_fetch_metadata_function_with_exp_name | 215 | null | |
IDSIA/sacred | import pytest
from sacred.config.custom_containers import fallback_dict
def fbdict():
return fallback_dict({"fall1": 7, "fall3": True})
def test_getitem(fbdict):
assert "foo" not in | fbdict | assert | variable | tests/test_config/test_fallback_dict.py | test_getitem | 18 | null | |
IDSIA/sacred | import pytest
import sacred.optional as opt
from sacred.config.config_scope import (
ConfigScope,
dedent_function_body,
dedent_line,
get_function_body,
is_empty_or_comment,
)
from sacred.config.custom_containers import DogmaticDict, DogmaticList
def conf_scope():
@ConfigScope
def cfg():
... | 2 | assert | numeric_literal | tests/test_config/test_config_scope.py | test_fixed_subentry_of_preset | 258 | null | |
IDSIA/sacred | from collections import OrderedDict
from sacred.observers.queue import QueueObserver
from sacred import Experiment
import mock
import pytest
def queue_observer():
return QueueObserver(mock.MagicMock(), interval=0.01, retry_interval=0.01)
def test_started_event(queue_observer):
queue_observer.started_event("a... | ("args",) | assert | collection | tests/test_observers/test_queue_observer.py | test_started_event | 19 | null | |
IDSIA/sacred | import datetime
import mock
import random
import sacred.optional as opt
from sacred.config.captured_function import create_captured_function
from sacred.settings import SETTINGS
def test_captured_function_magic_logger_argument():
def foo(_log):
return _log
cf = create_captured_function(foo)
cf.log... | cf.logger | assert | complex_expr | tests/test_config/test_captured_functions.py | test_captured_function_magic_logger_argument | 92 | null | |
IDSIA/sacred | import os
import sys
import tempfile
import pprint
import json
from collections import OrderedDict
import pytest
from sacred import Ingredient, Experiment
from sacred.commands import (
COLOR_MODIFIED,
ENDC,
COLOR_DOC,
COLOR_ADDED,
COLOR_TYPECHANGED,
ConfigEntry,
PathEntry,
_format_confi... | expected | assert | variable | tests/test_commands.py | test_format_entry | 121 | null | |
IDSIA/sacred | import os
import pytest
import tempfile
from sacred.config import ConfigScope, ConfigDict
from sacred.dependencies import Source, PackageDependency
from sacred.experiment import Experiment
from sacred.ingredient import Ingredient
from sacred.utils import CircularDependencyError
from sacred.serializer import json
def ... | [foo] | assert | collection | tests/test_ingredients.py | test_capture_function_twice | 51 | null | |
IDSIA/sacred | import pytest
import sacred.optional as opt
from sacred.config import ConfigDict
from sacred.config.custom_containers import DogmaticDict, DogmaticList
def conf_dict():
cfg = ConfigDict(
{
"a": 1,
"b": 2.0,
"c": True,
"d": "string",
"e": [1, 2, 3]... | 2 | assert | numeric_literal | tests/test_config/test_config_dict.py | test_fixed_subentry_of_preset | 129 | null | |
IDSIA/sacred | from sacred.config.config_scope import ConfigScope
from sacred.experiment import Experiment, Ingredient
def test_experiment_double_named_config():
ex = Experiment()
@ex.config
def config():
a = 0
d = {"e": 0, "f": 0}
@ex.named_config
def A():
a = 2
d = {"e": 2, "f"... | (0, 0, 0) | assert | collection | tests/test_modules.py | test_experiment_double_named_config | 185 | null | |
IDSIA/sacred | import datetime
import os
from copy import copy
import pytest
import json
from pathlib import Path
from sacred.observers.file_storage import FileStorageObserver
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
T1 = datetime.datetime(1999, 5, 4, 3, 2, 1, 0)
T2 = datetime.datetime(1999, 5, 5, 5... | i | assert | variable | tests/test_observers/test_file_storage_observer.py | test_fs_observer_heartbeat_event_updates_run | 173 | null | |
IDSIA/sacred | import pytest
from sacred.utils import (
PATHCHANGE,
convert_to_nested_dict,
get_by_dotted_path,
is_prefix,
iter_prefixes,
iterate_flattened,
iterate_flattened_separately,
join_paths,
recursive_update,
set_by_dotted_path,
get_inheritors,
convert_camel_case_to_snake_case,... | "foo" | assert | string_literal | tests/test_utils.py | test_join_paths | 85 | null | |
IDSIA/sacred | import datetime
import os
import sys
from glob import glob
import mock
import pytest
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
pymongo = pytest.importorskip("pymongo")
mongomock = pytest.importorskip("mongomock")
import gridfs
from mongomock.gridfs import enable_gridfs_integration
e... | 2 | assert | numeric_literal | tests/test_observers/test_mongo_observer.py | test_log_metrics | 364 | null | |
IDSIA/sacred | import pytest
import shlex
from docopt import docopt
from sacred.arg_parser import _convert_value, get_config_updates, format_usage
from sacred.experiment import gather_command_line_options
@pytest.mark.parametrize(
"argv,expected",
[
("", {}),
("run", {"COMMAND": "run"}),
("with 1 2",... | plain | assert | variable | tests/test_arg_parser.py | test_parse_individual_arguments | 57 | null | |
IDSIA/sacred | from __future__ import division, print_function
import re
import pytest
from sacred.config.signature import Signature
from sacred.utils import MissingConfigError
def foo() -> None:
return
def bariza(a: int, b: float, c: str):
return a, b, c
def complex_function_name(a: int = 5, b: str = "fo", c: float = ... | kw_wc | assert | variable | tests/test_config/test_signature.py | test_constructor_extract_kwargs_wildcard_name | 154 | null | |
IDSIA/sacred | import pytest
from sacred.config import ConfigScope, ConfigDict, chain_evaluate_config_scopes
def test_empty_chain_contains_preset_and_fixed():
final_cfg, summary = chain_evaluate_config_scopes(
[], fixed={"a": 0}, preset={"a": 1, "b": 2}
)
assert set(final_cfg.keys()) == {"a", "b"}
assert fina... | 2 | assert | numeric_literal | tests/test_config/test_config_scope_chain.py | test_empty_chain_contains_preset_and_fixed | 140 | null | |
IDSIA/sacred | import os
import pytest
import tempfile
from sacred.config import ConfigScope, ConfigDict
from sacred.dependencies import Source, PackageDependency
from sacred.experiment import Experiment
from sacred.ingredient import Ingredient
from sacred.utils import CircularDependencyError
from sacred.serializer import json
def ... | True | assert | bool_literal | tests/test_ingredients.py | test_add_unobserved_command | 123 | null | |
IDSIA/sacred | import pytest
from sacred.utils import (
PATHCHANGE,
convert_to_nested_dict,
get_by_dotted_path,
is_prefix,
iter_prefixes,
iterate_flattened,
iterate_flattened_separately,
join_paths,
recursive_update,
set_by_dotted_path,
get_inheritors,
convert_camel_case_to_snake_case,... | "baz" | assert | string_literal | tests/test_utils.py | test_rel_path | 216 | null | |
IDSIA/sacred | from sacred.config.config_scope import ConfigScope
from sacred.experiment import Experiment, Ingredient
def test_experiment_named_config_subingredient():
somemod = Ingredient("somemod")
@somemod.config
def sub_cfg():
a = 15
@somemod.capture
def get_answer(a):
return a
@somemo... | (1, 15) | assert | collection | tests/test_modules.py | test_experiment_named_config_subingredient | 133 | null | |
IDSIA/sacred | import os
import pytest
import tempfile
from sacred.config import ConfigScope, ConfigDict
from sacred.dependencies import Source, PackageDependency
from sacred.experiment import Experiment
from sacred.ingredient import Ingredient
from sacred.utils import CircularDependencyError
from sacred.serializer import json
def ... | 1 | assert | numeric_literal | tests/test_ingredients.py | test_add_config_dict | 164 | null | |
IDSIA/sacred | import pytest
import sacred.optional as opt
from sacred.config import ConfigDict
from sacred.config.custom_containers import DogmaticDict, DogmaticList
def conf_dict():
cfg = ConfigDict(
{
"a": 1,
"b": 2.0,
"c": True,
"d": "string",
"e": [1, 2, 3]... | {"a", "b"} | assert | collection | tests/test_config/test_config_dict.py | test_fixed_subentry_of_preset | 127 | null | |
IDSIA/sacred | import pytest
from sacred.utils import (
PATHCHANGE,
convert_to_nested_dict,
get_by_dotted_path,
is_prefix,
iter_prefixes,
iterate_flattened,
iterate_flattened_separately,
join_paths,
recursive_update,
set_by_dotted_path,
get_inheritors,
convert_camel_case_to_snake_case,... | "7.1.2" | assert | string_literal | tests/test_utils.py | test_get_package_version | 193 | null | |
IDSIA/sacred | import json
import pickle
import pytest
from copy import copy, deepcopy
from sacred.config.custom_containers import make_read_only, ReadOnlyList, ReadOnlyDict
from sacred.utils import SacredError
def _contains_tuple(json_compat_obj):
x = json_compat_obj
if isinstance(x, tuple):
return True
elif is... | v_copied | assert | variable | tests/test_config/test_readonly_containers.py | test_deepcopy_on_nested_readonly_list | 281 | null | |
IDSIA/sacred | import pytest
from sacred.config.custom_containers import DogmaticDict
def test_dict_interface_update_with_list_of_items():
d = DogmaticDict()
d["a"] = 12
d["b"] = "foo"
d.update([("b", 9), ("c", 7)])
assert d["a"] == 12
assert d["b"] == 9
assert d["c"] == | 7 | assert | numeric_literal | tests/test_config/test_dogmatic_dict.py | test_dict_interface_update_with_list_of_items | 70 | null | |
IDSIA/sacred | import datetime
import pytest
import json
import os
from sacred.observers import S3Observer
moto = pytest.importorskip("moto")
boto3 = pytest.importorskip("boto3")
pytest.importorskip("botocore")
T1 = datetime.datetime(1999, 5, 4, 3, 2, 1, 0)
T2 = datetime.datetime(1999, 5, 5, 5, 5, 5, 5)
BUCKET = "pytest-s3-observ... | "FAILED" | assert | string_literal | tests/test_observers/test_s3_observer.py | test_failed_event_updates_run_json | 181 | null | |
IDSIA/sacred | import datetime
import mock
import random
import sacred.optional as opt
from sacred.config.captured_function import create_captured_function
from sacred.settings import SETTINGS
def test_captured_function_call_doesnt_modify_kwargs():
def foo(a, _log):
if _log is not None:
return a
cf = cre... | 7 | assert | numeric_literal | tests/test_config/test_captured_functions.py | test_captured_function_call_doesnt_modify_kwargs | 127 | null | |
IDSIA/sacred | from __future__ import division, print_function, unicode_literals, absolute_import
import datetime
import os
import tempfile
import io
import pytest
tinydb = pytest.importorskip("tinydb")
hashfs = pytest.importorskip("hashfs")
from tinydb import Query
from sacred.dependencies import get_digest
from sacred.observer... | 2 | assert | numeric_literal | tests/test_observers/test_tinydb_reader.py | test_fetch_metadata_function_with_indices | 159 | null | |
IDSIA/sacred | import json
import pickle
import pytest
from copy import copy, deepcopy
from sacred.config.custom_containers import make_read_only, ReadOnlyList, ReadOnlyDict
from sacred.utils import SacredError
def _contains_tuple(json_compat_obj):
x = json_compat_obj
if isinstance(x, tuple):
return True
elif is... | d | assert | variable | tests/test_config/test_readonly_containers.py | _check_read_only_dict | 40 | null | |
IDSIA/sacred | from sacred.config.config_scope import ConfigScope
from sacred.experiment import Experiment, Ingredient
def test_experiment_double_named_config():
ex = Experiment()
@ex.config
def config():
a = 0
d = {"e": 0, "f": 0}
@ex.named_config
def A():
a = 2
d = {"e": 2, "f"... | (2, 2, 2) | assert | collection | tests/test_modules.py | test_experiment_double_named_config | 186 | null | |
IDSIA/sacred | import pytest
from sacred.config import ConfigScope, ConfigDict, chain_evaluate_config_scopes
def test_chained_config_scopes_fix_subentries():
@ConfigScope
def cfg1():
d = {"a": 10, "b": 20}
@ConfigScope
def cfg2():
pass
final_cfg, summary = chain_evaluate_config_scopes(
[... | 0 | assert | numeric_literal | tests/test_config/test_config_scope_chain.py | test_chained_config_scopes_fix_subentries | 130 | null | |
IDSIA/sacred | import datetime
import pytest
from sacred import Experiment
from sacred.metrics_logger import ScalarMetricLogEntry, linearize_metrics
def ex():
return Experiment("Test experiment")
def test_log_scalar_metric_with_run(ex):
START = 10
END = 100
STEP_SIZE = 5
messages = {}
@ex.main
def main_... | None | assert | none_literal | tests/test_metrics_logger.py | test_log_scalar_metric_with_run | 35 | null | |
IDSIA/sacred | from __future__ import division, print_function, unicode_literals, absolute_import
import datetime
import os
import tempfile
import io
import pytest
tinydb = pytest.importorskip("tinydb")
hashfs = pytest.importorskip("hashfs")
from tinydb import Query
from sacred.dependencies import get_digest
from sacred.observer... | 1 | assert | numeric_literal | tests/test_observers/test_tinydb_reader.py | test_fetch_metadata_function_with_indices | 162 | null | |
IDSIA/sacred | from sacred.config.config_scope import ConfigScope
from sacred.experiment import Experiment, Ingredient
def test_experiment_named_config_subingredient():
somemod = Ingredient("somemod")
@somemod.config
def sub_cfg():
a = 15
@somemod.capture
def get_answer(a):
return a
@somemo... | (2, 16) | assert | collection | tests/test_modules.py | test_experiment_named_config_subingredient | 136 | null | |
IDSIA/sacred | from __future__ import division, print_function, unicode_literals, absolute_import
import os
import datetime
import tempfile
import io
import pytest
tinydb = pytest.importorskip("tinydb")
hashfs = pytest.importorskip("hashfs")
from tinydb import TinyDB
from hashfs import HashFS
from sacred.dependencies import get_... | 3 | assert | numeric_literal | tests/test_observers/test_tinydb_observer.py | test_tinydb_observer_started_event_saves_given_sources | 125 | null | |
IDSIA/sacred | from __future__ import division, print_function
import re
import pytest
from sacred.config.signature import Signature
from sacred.utils import MissingConfigError
def foo() -> None:
return
def bariza(a: int, b: float, c: str):
return a, b, c
def complex_function_name(a: int = 5, b: str = "fo", c: float = ... | [2, 4] | assert | collection | tests/test_config/test_signature.py | test_construct_arguments_completes_kwargs_from_options | 288 | null |
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