コード例 #1
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def test_state_to_csv_from_csv_no_reward():
    original_state = CompilerEnvState(benchmark="foo",
                                      walltime=100,
                                      commandline="-a -b -c")
    state_from_csv = CompilerEnvState.from_csv(original_state.to_csv())

    assert state_from_csv.benchmark == "foo"
    assert state_from_csv.walltime == 100
    assert state_from_csv.reward is None
    assert state_from_csv.commandline == "-a -b -c"
コード例 #2
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def test_state_to_csv_from_csv(env: LlvmEnv):
    env.reset(benchmark="cBench-v0/crc32")
    env.episode_reward = 10

    state = env.state
    assert state.reward == 10
    state_from_csv = CompilerEnvState.from_csv(env.state.to_csv())
    assert state_from_csv.reward == 10
    assert state == state_from_csv
コード例 #3
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def test_validate_states_lambda_callback():
    state = CompilerEnvState(
        benchmark="cBench-v0/crc32",
        walltime=1,
        commandline="opt  input.bc -o output.bc",
    )
    results = list(
        validate_states(make_env=lambda: gym.make("llvm-v0"),
                        states=[state],
                        datasets=["cBench-v0"]))
    assert len(results) == 1
    assert results[0].success
コード例 #4
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def test_validate_state_no_reward():
    state = CompilerEnvState(
        benchmark="cBench-v0/dijkstra",
        walltime=1,
        commandline="opt  input.bc -o output.bc",
    )
    env = gym.make("llvm-v0")
    try:
        result = validate_state(env, state)
    finally:
        env.close()

    assert result.success
    assert not result.failed
    assert not result.reward_validated
    assert str(result) == "✅  cBench-v0/dijkstra"
コード例 #5
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def test_validate_state_with_reward():
    state = CompilerEnvState(
        benchmark="cBench-v0/crc32",
        walltime=1,
        reward=0,
        commandline="opt  input.bc -o output.bc",
    )
    env = gym.make("llvm-v0", reward_space="IrInstructionCount")
    try:
        env.require_dataset("cBench-v0")
        result = validate_state(env, state)
    finally:
        env.close()

    assert result.success
    assert not result.failed
    assert result.reward_validated
    assert not result.reward_validation_failed
    assert str(result) == "✅  cBench-v0/crc32  0.0000"
コード例 #6
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def test_validate_state_invalid_reward():
    state = CompilerEnvState(
        benchmark="cBench-v0/dijkstra",
        walltime=1,
        reward=1,
        commandline="opt  input.bc -o output.bc",
    )
    env = gym.make("llvm-v0", reward_space="IrInstructionCount")
    try:
        result = validate_state(env, state)
    finally:
        env.close()

    assert not result.success
    assert result.failed
    assert result.reward_validated
    assert result.reward_validation_failed
    assert (
        str(result) ==
        "❌  cBench-v0/dijkstra  Expected reward 1.0000 but received reward 0.0000"
    )
コード例 #7
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def test_state_from_csv_invalid_format():
    with pytest.raises(ValueError) as ctx:
        CompilerEnvState.from_csv("abcdef")

    assert str(ctx.value).startswith("Failed to parse input: `abcdef`: ")
コード例 #8
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def test_state_from_csv_empty():
    with pytest.raises(ValueError) as ctx:
        CompilerEnvState.from_csv("")

    assert str(ctx.value) == "Failed to parse input: ``"