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67 changes: 33 additions & 34 deletions src/hiopbbpy/utils/evaluation_manager.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
Weslley S Pereira <wdasilv@nrel.gov>
"""

import threading
import logging
import copy
import os
Expand Down Expand Up @@ -71,6 +72,7 @@ def __init__(
cpu_executor=None,
mpi_executor=None) -> None:
self._queue = deque([])
self._queue_lock = threading.Lock()
self.logger = logging.getLogger(self.__class__.__name__)

self.executors = {
Expand Down Expand Up @@ -100,24 +102,23 @@ def sync(self) -> None:
future_objs = [queue_obj[1] for queue_obj in self._queue]
wait(future_objs)

def submit_tasks(self, fn, X, execute_at="cpu", *args, **kwargs) -> None:
def submit_tasks(self, fn, X, execute_at="cpu", **kwargs) -> None:
"""Submits tasks to the specified executor.

:param fn: The function to be executed.
:param X: The sequence of input data for the function.
:param execute_at: The executor to use for task submission. It can be
"cpu" for intra-node parallelism or "mpi" for inter-node
parallelism.
:param args: Additional positional arguments to be passed to the
function.
:param kwargs: Additional keyword arguments to be passed to the
function.
"""
key = execute_at.lower()
for x in X:
future_obj = self.executors[key].submit(fn, x, *args, **kwargs)
self._queue.append([copy.deepcopy(x), future_obj])
self.logger.info(f"Submitted f({x})")
with self._queue_lock:
for x in X:
future_obj = self.executors[key].submit(fn, x, **kwargs)
self._queue.append([copy.deepcopy(x), future_obj])
self.logger.info(f"Submitted f({x})")

def retrieve_results(self) -> tuple[list, list]:
"""Retrieves the results of completed tasks.
Expand All @@ -127,33 +128,31 @@ def retrieve_results(self) -> tuple[list, list]:
"""
X = deque([])
F = deque([])
Idxs = deque([])
new_queue = deque([])
for i, item in enumerate(self._queue):
x = item[0]
future = item[1]
if future.done():
# Try to get result
try:
fx = future.result()
Idxs.append(i)
except CancelledError:
self.logger.warning(f"The execution of x={x} was cancelled.")
continue

# Add result to the output
X.append(x)
F.append(fx)
self.logger.info(f"Completed: f({x}) = {fx}")
else:
# Keep the future in the queue
new_queue.append(item)

# Remove completed tasks from the queue
self._queue = new_queue

X = [X[Idxs[i]] for i in range(len(Idxs))]
F = [F[Idxs[i]] for i in range(len(Idxs))]

with self._queue_lock:
new_queue = deque([])
for item in self._queue:
x = item[0]
future = item[1]
if future.done():
# Try to get result
try:
fx = future.result()
except CancelledError:
self.logger.warning(f"The execution of x={x} was cancelled.")
continue

# Add result to the output
X.append(x)
F.append(fx)
self.logger.info(f"Completed: f({x}) = {fx}")
else:
# Keep the future in the queue
new_queue.append(item)

# Remove completed tasks from the queue
self._queue = new_queue

return list(X), list(F)


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