Get cached result. Args: task: Task name (translate, summarize) input_text: Input text config_key

Clear cache entries.

Read procfs/sysfs file directly (bypasses size=0 issue)

Get cached translation. Returns (hypothesis, duration) or None.

Return stable cache key for this task configuration.

Create TranslateConfig from parsed arguments or config file. Args: args: Parsed command line arguments config_path: Optional

Run task on single input. Returns TaskResult with output and optional timing.

Create task instance with given parameters. Examples: task = get_task("translate", src="en", tgt="ru") task = get_task("summa

Make a POST request, optionally using keep-alive session (thread-safe).

Get thread-local connection.

Add common translation arguments to an argparse parser.

Total end-to-end time in client (answer_receive_end_at - start_time).