Return metric name for caching (e.g., 'comet_wmt22', 'bertscore'). Used by compute_scores_cached to build cache keys.

CONST PARAMS */

CONST PARAMS */

Return params as JSON for cache storage.

Parse UEFI_VARIABLE_DATA: GUID(16) + NameLen(8) + DataLen(8) + Name[] + Data[]

Parse forward spec: PORT:HOST:PORT@POLICY[:image-hash]

Parse comma-separated language pairs: 'en-ru,en-zh'.

Parse language pairs from comma-separated string like 'en-ru,ru-en,en-zh'.

Parse log file and extract (target_lang, texts) tuples.

Parse log file and extract (target_lang, texts) tuples. Returns list of (target_lang, [text1, text2, ...]) tuples.

Helper to parse policy[:image-hash] and create inline policy if needed Handles both user-defined policy names and built-in types (any/tee/fake_tee)

Helper functions to parse configuration using TDLib's JSON utilities

Parse policy spec: NAME:TYPE[:image-hash]

Legacy port spec parser (kept for backward compatibility)

Parse reverse spec: PORT:HOST:PORT@POLICY[:image-hash]

Parse SOCKS5 spec: PORT@POLICY[:image-hash]

Print comparison table for multiple models using rich.

Print comparison table for multiple models across multiple tasks. Args: all_results: {model_name: {task_key: metrics}} task_k

Print summary table of all results.

Print timing breakdown statistics.

Print timing breakdown statistics. Args: timing_stats: Dict from calculate_timing_stats() prefix: Prefix for indentation (e.g

Process a single chunk

* Processes a persistent key request from a client. * * @param request_slice Serialized GetPersistentKey request * @return Serialized Persist