"""Queue-gated live cycles; all remote collaborators are injectable.""" import json import os import sys import threading from pathlib import Path from .banned import banned_rule from .config_params import GPU_ENUMS, build_config_params_with_meta from .gate import evaluate_gate, queue_threshold from .live_queue import read_queue, model_key from .pending_pool import build_ordered_candidates from .task_add_client import TaskAddClient, build_payload, resolve_token_with_source from .ledger import load_baked, load_persisted, persist, rebuild _submitted = set() _cycle_lock = threading.Lock() def run_cycle(candidates=None, client=None, queue_reader=None, now=None): with _cycle_lock: return _run_cycle(candidates, client, queue_reader, now) def _run_cycle(candidates, client, queue_reader, now): decisions = [] def emit(action, reason, **fields): decision = dict(action=action, reason=reason, **fields) decisions.append(decision) print('[live] ' + action + ' ' + ' '.join(f'{k}={str(v).replace(chr(10), " ").replace(chr(13), " ")}' for k, v in dict(fields, reason=reason).items()), file=sys.stderr) gate = evaluate_gate() if not gate.allowed: emit('hold', gate.reason) return decisions try: _, source = resolve_token_with_source() except (ValueError, OSError, UnicodeError): emit('hold', 'missing/invalid_token') return decisions print('[live] token source=' + source, file=sys.stderr) try: cap = int(os.environ.get('LIVE_MAX_SUBMITS_PER_CYCLE', '3')) if cap < 1: raise ValueError except ValueError: emit('hold', 'invalid_cycle_cap') return decisions if candidates is None: try: if os.environ.get('PENDING_SUBMIT_MD') or os.environ.get('PENDING_SUBMIT_TXT'): candidates = build_ordered_candidates() else: candidates = json.loads((Path(__file__).parent / 'data/candidates.json').read_text()) except (OSError, ValueError, IndexError): emit('hold', 'candidate_read_failed') return decisions candidates = sorted(candidates, key=lambda c: (c.get('section', 'B') != 'A', c.get('foothold_class') != 'verified_reuse')) if not candidates: emit('hold', 'no_candidates') return decisions state = Path(os.environ.get('LIVE_STATE_FILE', '/tmp/live-submitted.json')) try: persisted = load_persisted(state) | _submitted baked, blocked = load_baked() known = persisted | baked except (OSError, ValueError, KeyError, TypeError): emit('hold', 'state_read_failed') return decisions reader = queue_reader or read_queue client = client if client is not None else TaskAddClient() attempts = 0 for candidate in candidates: model = candidate.get('model_address') or candidate.get('modelAddress') or '' rule = banned_rule(model + ' ' + str(candidate.get('model_name', candidate.get('modelName', '')))) if rule: emit('skip', 'banned:' + rule, model=model) continue if not model or '<' in model or '>' in model: emit('skip', 'placeholder') continue key = model_key(model) if key in blocked: emit('skip', 'do-not-resubmit', model=model) continue if candidate.get('skip_reason'): emit('skip', 'pending_filter', model=model) continue if attempts >= cap: emit('hold', 'cycle_cap') break choices = candidate.get('try_next_gpus') or [candidate.get('targetGpu')] gpu = next((g for g in choices if g in GPU_ENUMS and (key, GPU_ENUMS[g]) not in known), None) if gpu is None: emit('skip', 'all_gpus_done_or_unmapped', model=model) continue # Rebuild remote identities before config calls and every submission. try: count, why, remote = reader() if type(count) is not int or count < 0: raise ValueError known.update(remote) except Exception: emit('hold', 'ledger_rebuild_failed') break gpu = next((g for g in choices if g in GPU_ENUMS and (key, GPU_ENUMS[g]) not in known), None) if gpu is None: emit('skip', 'all_gpus_done_or_unmapped', model=model) continue if count >= queue_threshold(): emit('hold', f'queue>={queue_threshold()}', count=count) break framework = candidate.get('framework') or 'vllm' try: yaml, meta = build_config_params_with_meta(gpu, framework) except Exception: emit('skip', 'config_failed', model=model) continue payload = build_payload(model, GPU_ENUMS[gpu], framework, os.environ['STRATEGY_ID'].strip(), yaml) if any(not value or '<' in str(value) or '>' in str(value) for value in payload.values()): emit('skip', 'placeholder', model=model) continue pair = (key, GPU_ENUMS[gpu]) known.add(pair) persisted.add(pair) _submitted.add(pair) try: persist(state, persisted) except OSError: emit('hold', 'state_write_failed') break attempts += 1 try: result = client.submit(payload) status, code = result.get('http_status'), result.get('platform_code') status = status if type(status) is int else None code = code if type(code) is int else None reason = 'task_add_response' if status is not None else 'transport_error' except Exception: status, code, reason = None, None, 'submit_error' emit('submitted', reason, model=model, gpu=GPU_ENUMS[gpu], queue_before=count, http=status, code=code, **meta) return decisions