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test_checkpoints.py
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test_checkpoints.py
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from __future__ import annotations
from datetime import timedelta
from pathlib import Path, PosixPath
import hypothesis.strategies as st
from hypothesis import HealthCheck, example, given, settings
from pytest import mark
from negmas import AspirationNegotiator, MappingUtilityFunction, SAOMechanism
from negmas.checkpoints import CheckpointRunner
from negmas.helpers import unique_name
def checkpoint_every(args):
pass
# @settings(suppress_health_check=[HealthCheck.function_scoped_fixture])
# @given(
# single_checkpoint=st.booleans(),
# checkpoint_every=st.integers(1, 4),
# exist_ok=st.booleans(),
# )
# def test_can_run_from_checkpoint1(
# tmp_path, single_checkpoint, checkpoint_every, exist_ok
# ):
# import shutil
#
# new_folder: Path = tmp_path / unique_name("empty", sep="")
# second_folder: Path = tmp_path / unique_name("second", sep="")
# new_folder.mkdir(parents=True, exist_ok=True)
# shutil.rmtree(new_folder)
# new_folder.mkdir(parents=True, exist_ok=True)
# filename = "mechanism"
# second_folder.mkdir(parents=True, exist_ok=True)
#
# n_outcomes, n_negotiators = 5, 3
# n_steps = 50
# mechanism = SAOMechanism(
# outcomes=n_outcomes,
# n_steps=n_steps,
# offering_is_accepting=True,
# avoid_ultimatum=False,
# checkpoint_every=checkpoint_every,
# checkpoint_folder=new_folder,
# checkpoint_filename=filename,
# extra_checkpoint_info=None,
# exist_ok=exist_ok,
# single_checkpoint=single_checkpoint,
# )
# ufuns = MappingUtilityFunction.generate_random(n_negotiators, outcomes=n_outcomes)
# for i in range(n_negotiators):
# mechanism.add(AspirationNegotiator(name=f"agent{i}"), ufun=ufuns[i])
#
# mechanism.run()
# files = list(new_folder.glob("*"))
# if 0 < checkpoint_every <= n_steps:
# if single_checkpoint:
# assert len(list(new_folder.glob("*"))) == 2
# else:
# assert len(list(new_folder.glob("*"))) >= 2 * (
# max(1, mechanism.state.step // checkpoint_every)
# )
# elif checkpoint_every > n_steps:
# assert len(list(new_folder.glob("*"))) == 2
# else:
# assert len(list(new_folder.glob("*"))) == 0
#
# runner = CheckpointRunner(folder=new_folder)
#
# assert len(runner.steps) * 2 == len(files)
# assert runner.current_step == -1
# assert runner.loaded_object is None
#
# runner.step()
#
# assert runner.current_step == (0 if not single_checkpoint else runner.steps[-1])
# assert isinstance(runner.loaded_object, SAOMechanism)
# assert runner.loaded_object.state.step == runner.current_step
#
# runner.reset()
# assert len(runner.steps) * 2 == len(files)
# assert runner.current_step == -1
# assert runner.loaded_object is None
#
# runner.goto(runner.last_step, exact=True)
# assert isinstance(runner.loaded_object, SAOMechanism)
# assert runner.loaded_object.state.step == runner.current_step
#
# runner.goto(runner.next_step, exact=True)
# assert isinstance(runner.loaded_object, SAOMechanism)
# assert runner.loaded_object.state.step == runner.current_step
#
# runner.goto(runner.previous_step, exact=True)
# assert isinstance(runner.loaded_object, SAOMechanism)
# assert runner.loaded_object.state.step == runner.current_step
#
# runner.goto(runner.first_step, exact=True)
# assert isinstance(runner.loaded_object, SAOMechanism)
# assert runner.loaded_object.state.step == runner.current_step
#
# runner.reset()
#
# runner.run()
#
@mark.xfail(
run=False,
reason="Checkpointing is known to fail with UtilityInverter. As this whole thing will be changed, we may just wait for now",
)
@given(
checkpoint_every=st.integers(1, 4),
exist_ok=st.booleans(),
copy=st.booleans(),
fork_after_reset=st.booleans(),
)
@settings(
deadline=20000,
max_examples=100,
suppress_health_check=[HealthCheck.function_scoped_fixture],
)
@example(
checkpoint_every=1,
exist_ok=False,
copy=False,
fork_after_reset=False,
tmp_path=PosixPath(
"/private/var/folders/zr/p1v4wpjn6cq7yz5y1x6wjydh0000gn/T/pytest-of-yasser/pytest-15/test_can_run_from_checkpoint0"
),
)
def test_can_run_from_checkpoint(
tmp_path, checkpoint_every, exist_ok, copy, fork_after_reset
):
import shutil
new_folder: Path = tmp_path / unique_name("empty", sep="")
second_folder: Path = tmp_path / unique_name("second", sep="")
new_folder.mkdir(parents=True, exist_ok=True)
shutil.rmtree(new_folder)
new_folder.mkdir(parents=True, exist_ok=True)
second_folder.mkdir(parents=True, exist_ok=True)
shutil.rmtree(second_folder)
second_folder.mkdir(parents=True, exist_ok=True)
filename = "mechanism"
n_outcomes, n_negotiators = 5, 3
n_steps = 50
mechanism = SAOMechanism(
outcomes=n_outcomes,
n_steps=n_steps,
offering_is_accepting=True,
avoid_ultimatum=False,
checkpoint_every=checkpoint_every,
checkpoint_folder=new_folder,
checkpoint_filename=filename,
extra_checkpoint_info=None,
exist_ok=exist_ok,
single_checkpoint=False,
)
ufuns = MappingUtilityFunction.generate_random(n_negotiators, outcomes=n_outcomes)
for i in range(n_negotiators):
mechanism.add(
AspirationNegotiator(name=f"agent{i}", aspiration_type="conceder"),
preferences=ufuns[i],
)
mechanism.run()
files = list(new_folder.glob("*"))
if 0 < checkpoint_every <= n_steps:
assert len(list(new_folder.glob("*"))) >= 2 * (
max(1, mechanism.state.step // checkpoint_every)
)
elif checkpoint_every > n_steps:
assert len(list(new_folder.glob("*"))) == 2
else:
assert len(list(new_folder.glob("*"))) == 0
runner = CheckpointRunner(folder=new_folder)
assert len(runner.steps) * 2 == len(files)
assert runner.current_step == -1
assert runner.loaded_object is None
runner.step()
assert runner.current_step == 0
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.reset()
assert len(runner.steps) * 2 == len(files)
assert runner.current_step == -1
assert runner.loaded_object is None
runner.goto(runner.last_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.goto(runner.next_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.goto(runner.previous_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.goto(runner.first_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.reset()
if fork_after_reset:
m = runner.fork(copy_past_checkpoints=copy, folder=second_folder)
assert m is None
return
runner.step()
m = runner.fork(copy_past_checkpoints=copy, folder=second_folder)
if copy:
step = runner.current_step
assert len(list(second_folder.glob("*"))) >= 2
assert len(list(second_folder.glob(f"*{step}.mechanism"))) > 0
else:
assert len(list(second_folder.glob("*"))) == 0
assert isinstance(m, SAOMechanism)
step = m.current_step
m.step()
assert m.current_step == step + 1
state = m.run()
assert state.agreement is not None
runner.reset()
assert len(runner.steps) * 2 == len(files)
assert runner.current_step == -1
assert runner.loaded_object is None
runner.goto(runner.last_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.goto(runner.next_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.goto(runner.previous_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.goto(runner.first_step, exact=True)
assert isinstance(runner.loaded_object, SAOMechanism)
assert runner.loaded_object.state.step == runner.current_step
runner.reset()
runner.run()