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wjm55
Refactor app.py to remove model caching and initialize model per request. Update root endpoint and modify predict function to handle uploaded images. Change test.py to use variable for local app URL.
4160d5b
| from concurrent.futures import ThreadPoolExecutor | |
| def process_item(item): | |
| # Simulate a time-consuming task | |
| import time | |
| time.sleep(0.1) | |
| return item * 2 | |
| def generate_data(): | |
| for i in range(10): | |
| yield i | |
| def process_data_in_parallel(data_generator): | |
| with ThreadPoolExecutor(max_workers=4) as executor: | |
| results = executor.map(process_item, data_generator) | |
| return list(results) | |
| # Usage example | |
| data_generator = generate_data() | |
| processed_data = process_data_in_parallel(data_generator) | |
| print(processed_data) |