#!/usr/bin/env python # Copyright 2025 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import threading import time from queue import Queue from torch.multiprocessing import Queue as TorchMPQueue from lerobot.rl.queue import get_last_item_from_queue def test_get_last_item_single_item(): """Test getting the last item when queue has only one item.""" queue = Queue() queue.put("single_item") result = get_last_item_from_queue(queue) assert result == "single_item" assert queue.empty() def test_get_last_item_multiple_items(): """Test getting the last item when queue has multiple items.""" queue = Queue() items = ["first", "second", "third", "fourth", "last"] for item in items: queue.put(item) result = get_last_item_from_queue(queue) assert result == "last" assert queue.empty() def test_get_last_item_multiple_items_with_torch_queue(): """Test getting the last item when queue has multiple items.""" queue = TorchMPQueue() items = ["first", "second", "third", "fourth", "last"] for item in items: queue.put(item) result = get_last_item_from_queue(queue) assert result == "last" assert queue.empty() def test_get_last_item_different_types(): """Test with different data types in the queue.""" queue = Queue() items = [1, 2.5, "string", {"key": "value"}, [1, 2, 3], ("tuple", "data")] for item in items: queue.put(item) result = get_last_item_from_queue(queue) assert result == ("tuple", "data") assert queue.empty() def test_get_last_item_maxsize_queue(): """Test with a queue that has a maximum size.""" queue = Queue(maxsize=5) # Fill the queue for i in range(5): queue.put(i) # Give the queue time to fill time.sleep(0.1) result = get_last_item_from_queue(queue) assert result == 4 assert queue.empty() def test_get_last_item_with_none_values(): """Test with None values in the queue.""" queue = Queue() items = [1, None, 2, None, 3] for item in items: queue.put(item) # Give the queue time to fill time.sleep(0.1) result = get_last_item_from_queue(queue) assert result == 3 assert queue.empty() def test_get_last_item_blocking_timeout(): """Test get_last_item_from_queue returns None on timeout.""" queue = Queue() result = get_last_item_from_queue(queue, block=True, timeout=0.1) assert result is None def test_get_last_item_non_blocking_empty(): """Test get_last_item_from_queue with block=False on an empty queue returns None.""" queue = Queue() result = get_last_item_from_queue(queue, block=False) assert result is None def test_get_last_item_non_blocking_success(): """Test get_last_item_from_queue with block=False on a non-empty queue.""" queue = Queue() items = ["first", "second", "last"] for item in items: queue.put(item) # Give the queue time to fill time.sleep(0.1) result = get_last_item_from_queue(queue, block=False) assert result == "last" assert queue.empty() def test_get_last_item_blocking_waits_for_item(): """Test that get_last_item_from_queue waits for an item if block=True.""" queue = Queue() result = [] def producer(): queue.put("item1") queue.put("item2") def consumer(): # This will block until the producer puts the first item item = get_last_item_from_queue(queue, block=True, timeout=0.2) result.append(item) producer_thread = threading.Thread(target=producer) consumer_thread = threading.Thread(target=consumer) producer_thread.start() consumer_thread.start() producer_thread.join() consumer_thread.join() assert result == ["item2"] assert queue.empty()