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Add test for counting the parameters argument inside policies and SUFs (
#345) * change to v0.5.0 * add param count test * test improvements * add tests * update tests * rm spaces
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from cadCAD.configuration import Experiment | ||
from cadCAD.configuration.utils import config_sim | ||
from cadCAD.engine import Executor, ExecutionContext, ExecutionMode | ||
import pytest | ||
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P_no_lst = {'pA': 1, 'pB': 2, 'pC': 3} | ||
P_single_lst = {'pA': [1], 'pB': [1], 'pC': [3]} | ||
P_single_swp = {'pA': [4, 5, 6], 'pB': [1], 'pC': [3]} | ||
P_all_swp = {'pA': [7, 8, 9], 'pB': [1, 2, 3], 'pC': [1, 2, 3]} | ||
P_all_but_one_swp = {'pA': [7, 8, 9], 'pB': [1, 2, 3], 'pC': [1]} | ||
Ps = [P_no_lst, P_single_lst, P_single_swp, P_all_swp, P_all_but_one_swp] | ||
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CONFIG_SIGNATURES_TO_TEST = [(3, 3, 3, 3, 3), (1, 3, 3, 3, 3), | ||
(3, 1, 3, 3, 3), (1, 1, 3, 3, 3), | ||
(3, 3, 1, 3, 3), (1, 3, 1, 3, 3), (1, 1, 1, 3, 3)] | ||
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def run_experiment(exp: Experiment, mode: str): | ||
exec_context = ExecutionContext(mode) | ||
executor = Executor(exec_context=exec_context, configs=exp.configs) | ||
(records, tensor_field, _) = executor.execute() | ||
return records | ||
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def param_count_test_suf_generator(provided_params): | ||
def s_test_param_count(params, _2, _3, _4, _5): | ||
assert params.keys() == provided_params.keys(), 'Params are not matching' | ||
return ('varA', None) | ||
return s_test_param_count | ||
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def param_count_test_policy_generator(provided_params): | ||
def p_test_param_count(params, _2, _3, _4): | ||
assert params.keys() == provided_params.keys(), 'Params are not matching' | ||
return {'sigA': None} | ||
return p_test_param_count | ||
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def create_experiments(N_simulations=3, N_sweeps=3, N_runs=3, N_timesteps=3, N_substeps=3, params={}) -> Experiment: | ||
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INITIAL_STATE = {'varA': None} | ||
PSUBs = [{'policies': {'sigA': param_count_test_policy_generator(params)}, 'variables': {'varA': param_count_test_suf_generator(params)}}] * N_substeps | ||
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SIM_CONFIG = config_sim( | ||
{ | ||
"N": N_runs, | ||
"T": range(N_timesteps), | ||
"M": params, # Optional | ||
} | ||
) | ||
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exp = Experiment() | ||
for i_sim in range(N_simulations): | ||
exp.append_model( | ||
sim_configs=SIM_CONFIG, | ||
initial_state=INITIAL_STATE, | ||
partial_state_update_blocks=PSUBs | ||
) | ||
return exp | ||
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def expected_rows(N_simulations, N_sweeps, N_runs, N_timesteps, N_substeps,P) -> int: | ||
return N_simulations * N_sweeps * N_runs * (N_timesteps * N_substeps + 1) | ||
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@pytest.mark.parametrize("N_sim,N_sw,N_r,N_t,N_s", CONFIG_SIGNATURES_TO_TEST) | ||
@pytest.mark.parametrize("P", Ps) | ||
def test_row_count_single(N_sim, N_sw, N_r, N_t, N_s, P): | ||
args = (N_sim, N_sw, N_r, N_t, N_s, P) | ||
len(run_experiment(create_experiments(*args), 'single_proc')) | ||
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@pytest.mark.parametrize("N_sim,N_sw,N_r,N_t,N_s", CONFIG_SIGNATURES_TO_TEST) | ||
@pytest.mark.parametrize("P", Ps) | ||
def test_row_count_local(N_sim, N_sw, N_r, N_t, N_s, P): | ||
args = (N_sim, N_sw, N_r, N_t, N_s, P) | ||
len(run_experiment(create_experiments(*args), 'local_proc')) |
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{"memory_address": "0x111857380"} | ||
{"memory_address": "0x111444900"} |