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This commit is contained in:
Hermes Team
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11 changed files with 1913 additions and 4 deletions
171
benchmarks/measure_a56_live.py
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171
benchmarks/measure_a56_live.py
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"""Live validation and benchmark for Task A56: Context Compression.
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Directly tests live Qwen3-4B-2507 compressor on port 8082:
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1. Verifies /props and n_ctx = 32768.
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2. Verifies exact token counting via /tokenize.
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3. Tests prompt compression on large technical context with exact file paths, ports, IPs, SHAs, version numbers, metrics.
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4. Validates 100% fact retention.
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5. Saves results to /srv/projects/AI-Memory/01_PROJECTS/hermes-hub/compression_memory.json.
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"""
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import json
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import os
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import sys
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import time
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import urllib.request
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from pathlib import Path
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# Add src to path
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REPO_ROOT = Path(__file__).resolve().parent.parent
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sys.path.insert(0, str(REPO_ROOT / "src"))
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from antigravity_provider.router.context_compressor import (
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COMPRESSED_BLOCK_END,
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COMPRESSED_BLOCK_START,
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ContextCompressor,
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extract_factual_entities,
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verify_facts_retention,
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)
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from antigravity_provider.router.local_supervisor import LocalSupervisor
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from antigravity_provider.router.router_config import RouterProfileConfig
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def run_live_compression_benchmark():
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print("=" * 70)
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print("Task A56: Live Context Compressor Verification (Port 8082)")
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print("=" * 70)
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# 1. Health check
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try:
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req = urllib.request.Request("http://127.0.0.1:8082/health")
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with urllib.request.urlopen(req, timeout=3.0) as resp:
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data = json.loads(resp.read().decode("utf-8"))
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print(f"[OK] Compressor Health: {data}")
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except Exception as e:
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print(f"[ERROR] Compressor not reachable on 8082: {e}")
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return False
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# 2. Props check
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supervisor = LocalSupervisor(base_url="http://127.0.0.1:8082")
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props = supervisor.query_server_props()
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print(f"[OK] Server Props: n_ctx = {props.n_ctx}, model = {props.model_name}, measured = {props.is_measured}")
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# 3. Build realistic technical conversation history with diverse facts
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history_messages = [
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{"role": "system", "content": "You are the Antigravity senior orchestrator for Hermes Hub."},
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{
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"role": "user",
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"content": (
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"Task context initialization:\n"
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"- Server host: 192.168.1.81, Web backend on port 8765 (/srv/projects/Agent projects/hermes-hub)\n"
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"- Primary Coder: Qwen3-Coder-30B-A3B on port 8081 with 224K context (229376 tokens), speed 107.4 tok/s, VRAM 30008 MiB\n"
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"- Compressor model: Qwen3-4B-2507 on port 8082 with 32K context (32768 tokens) running on CPU with 32 threads\n"
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"- Baseline commit SHA: 26f7d2c, current release version: v0.1.2\n"
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"- Central AI Memory Vault: /srv/projects/AI-Memory/01_PROJECTS/hermes-hub\n"
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"- Code modules: LocalSupervisor in src/antigravity_provider/router/local_supervisor.py, DualCoderPipeline in src/antigravity_provider/router/dual_coder_pipeline.py\n"
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"- Safety boundary: Context truncation margin 1024 tokens, response margin 4096 tokens"
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),
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},
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{
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"role": "assistant",
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"content": (
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"Understood. System parameters and hardware topography recorded:\n"
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"- Host 192.168.1.81:8765\n"
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"- Port 8081 (Coder: 229376 n_ctx, 107.4 tok/s, 30008 MiB)\n"
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"- Port 8082 (Compressor: 32768 n_ctx, CPU ngl 0)\n"
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"- SHA 26f7d2c, version v0.1.2\n"
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"- Ready for workflow execution."
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),
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},
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{
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"role": "user",
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"content": (
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"Step 1 Execution Details:\n"
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"- Modified src/antigravity_provider/router/adapters/local_adapter.py to integrate context compression\n"
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"- Added role definition local-supervisor to RoleRegistry in src/antigravity_provider/router/role_registry.py\n"
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"- Test suite tests/test_a56_context_compression.py executed with 10 unit tests\n"
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"- Memory log written to /srv/projects/AI-Memory/01_PROJECTS/hermes-hub/local_models_memory.json\n"
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"- Performance measurement: prompt speed 853.9 tok/s, generation speed 5.4 tok/s on CPU"
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),
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},
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{
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"role": "assistant",
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"content": (
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"Step 1 verified successfully.\n"
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"- local_adapter.py updated\n"
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"- role_registry.py updated\n"
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"- 853.9 tok/s prompt ingestion confirmed\n"
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"- Memory synced to /srv/projects/AI-Memory."
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),
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},
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# Fresh window (last 2 messages)
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{
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"role": "user",
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"content": "Step 2: What is the current status of all services on 192.168.1.81?",
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},
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{
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"role": "assistant",
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"content": "All services on 192.168.1.81 (ports 8081, 8082, 8765) are healthy and active.",
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},
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]
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print("\n[INFO] Starting Context Compression on Live Server (port 8082)...")
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compressor = ContextCompressor()
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pconfig = RouterProfileConfig(
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profile_id="live-compressor",
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provider="local",
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custom_base_url="http://127.0.0.1:8082/v1",
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preferred_models=["default"],
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)
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t0 = time.time()
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compressed_msgs, outcome = compressor.compress_messages_if_needed(
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messages=history_messages,
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target_context_limit=32768,
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current_token_count=1200,
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compressor_profile=pconfig,
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threshold_percent=0.0, # force compression
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keep_recent_messages=2,
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timeout_sec=60.0,
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)
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total_time = time.time() - t0
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print("\n" + "=" * 70)
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print("LIVE COMPRESSION RESULTS")
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print("=" * 70)
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print(f"Status: {outcome.status}")
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print(f"Status Message: {outcome.status_message}")
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print(f"Tokens Before: {outcome.tokens_before}")
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print(f"Tokens After: {outcome.tokens_after}")
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print(f"Tokens Saved: {outcome.saved_tokens}")
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print(f"Compression Ratio: {outcome.compression_ratio}x")
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print(f"Duration: {outcome.duration_sec}s (Total wall time: {total_time:.2f}s)")
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print(f"Model / Build: {outcome.gguf_name}")
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print(f"Fact Retention: {outcome.facts_retained}/{outcome.facts_total} ({outcome.retention_percent}%)")
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print("\nRetained Facts:")
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for f in outcome.retained_facts:
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print(f" ✓ {f}")
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if outcome.missing_facts:
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print("\nMissing Facts:")
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for f in outcome.missing_facts:
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print(f" ✗ {f}")
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print("\n" + "=" * 70)
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print("COMPRESSED MESSAGE PREVIEW")
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print("=" * 70)
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for i, msg in enumerate(compressed_msgs):
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print(f"\n--- Message {i+1} [{msg.get('role')}] ---")
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print(msg.get("content"))
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# Verify key assertions
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assert outcome.status == "SUCCESS", f"Expected SUCCESS, got {outcome.status}"
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assert outcome.retention_percent == 100.0, f"Expected 100% retention, got {outcome.retention_percent}%"
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assert len(compressed_msgs) == 4 # system + compressed + 2 fresh
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print("\n[SUCCESS] Live Context Compression Benchmark PASSED 100%!")
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return True
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if __name__ == "__main__":
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success = run_live_compression_benchmark()
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sys.exit(0 if success else 1)
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@ -5,6 +5,7 @@ import json
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import os
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import logging
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import threading
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from dataclasses import asdict
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from datetime import datetime, timezone
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from typing import Any, Dict, Tuple, Optional, Callable, List
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@ -1430,5 +1431,69 @@ class ActionExecutor:
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res = setup_memory_structure(vault_path=v_path, project_name=p_name)
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return {'ok': res.get('ok', False), 'message': res.get('message', ''), 'data': res}
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elif action == 'get_compression_status':
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from antigravity_provider.router.settings_service import get_hub_settings
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from antigravity_provider.router.local_supervisor import LocalSupervisor
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hub_settings = get_hub_settings()
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c_pid = hub_settings.get('compressor_profile_id')
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c_pcfg = None
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if c_pid:
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try:
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c_pcfg = load_router_config().get_profile(c_pid)
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except Exception:
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pass
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supervisor = LocalSupervisor()
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status_data = supervisor.get_compression_status(c_pcfg)
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status_data['threshold_percent'] = hub_settings.get('compression_threshold_percent', 75.0)
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status_data['keep_recent_messages'] = hub_settings.get('compression_keep_recent_messages', 3)
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status_data['compression_enabled'] = hub_settings.get('compression_enabled', True)
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return {'ok': True, 'message': 'Статус сжатия получен', 'data': status_data}
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elif action == 'get_compression_history':
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from antigravity_provider.router.context_compressor import ContextCompressor
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history = ContextCompressor().get_compression_history(limit=int(data.get('limit', 20)))
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return {'ok': True, 'message': f'Получено записей: {len(history)}', 'data': {'history': history}}
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elif action == 'test_compression':
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from antigravity_provider.router.settings_service import get_hub_settings
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from antigravity_provider.router.local_supervisor import LocalSupervisor
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hub_settings = get_hub_settings()
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c_pid = data.get('profile_id') or hub_settings.get('compressor_profile_id')
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c_pcfg = None
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if c_pid and c_pid != 'none':
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try:
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c_pcfg = load_router_config().get_profile(c_pid)
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except Exception:
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pass
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test_messages = [
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{"role": "system", "content": "You are a software engineer."},
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{"role": "user", "content": "Hermes Hub server runs on 192.168.1.81:8765. The primary coder is on port 8081 with 224K context (229376 tokens), generating at 107.4 tok/s. VRAM usage: 30008 MiB. Active branch: antigravity/a56-context-compression, Commit SHA: 26f7d2c, version v0.1.2. Local compressor is on port 8082."},
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{"role": "assistant", "content": "Acknowledged. All server metrics and ports are noted."},
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{"role": "user", "content": "Now run preflight diagnostics for LocalSupervisor and ContextCompressor in src/antigravity_provider/router/local_supervisor.py."},
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{"role": "assistant", "content": "Diagnostics completed successfully. Memory vault is at /srv/projects/AI-Memory."},
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{"role": "user", "content": "What is our current task?"},
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]
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supervisor = LocalSupervisor()
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new_msgs, outcome = supervisor.compress_context_if_needed(
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messages=test_messages,
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target_context_limit=32768,
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compressor_profile=c_pcfg,
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threshold_percent=0.0, # force compression
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keep_recent_messages=2,
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)
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return {
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'ok': outcome.status == 'SUCCESS',
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'message': outcome.status_message,
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'data': {
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'outcome': asdict(outcome) if hasattr(outcome, '__dataclass_fields__') else outcome.__dict__,
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'messages_before_count': len(test_messages),
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'messages_after_count': len(new_msgs),
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}
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}
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else:
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return {'ok': False, 'message': f'Неизвестное действие: {action}', 'unknown': True}
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@ -144,9 +144,36 @@ class LocalLLMAdapter(BaseProviderAdapter):
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messages = list(request.get("messages", []))
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# Context Truncation Guard: safely bound prompt if context_window is known to prevent VRAM overflow
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# Context Compression & Truncation Guard
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context_window = self.get_context_window(profile, model, query_remote=False)
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if context_window is not None and context_window > 0 and len(messages) > 1:
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from antigravity_provider.router.settings_service import get_hub_settings
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from antigravity_provider.router.local_supervisor import LocalSupervisor
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from antigravity_provider.router.router_config import load_router_config
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hub_settings = get_hub_settings()
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threshold_pct = float(hub_settings.get("compression_threshold_percent", 75.0))
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keep_recent = int(hub_settings.get("compression_keep_recent_messages", 3))
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compressor_pid = hub_settings.get("compressor_profile_id")
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compressor_pconfig = None
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if compressor_pid:
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try:
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rcfg = load_router_config()
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compressor_pconfig = rcfg.get_profile(compressor_pid)
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except Exception:
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pass
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supervisor = LocalSupervisor(base_url=base_url)
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messages, outcome = supervisor.compress_context_if_needed(
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messages=messages,
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target_context_limit=context_window,
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compressor_profile=compressor_pconfig,
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threshold_percent=threshold_pct,
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keep_recent_messages=keep_recent,
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)
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# Secondary Safety Guard: if still exceeding token budget (e.g. huge single message or compressor disabled/failed)
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max_tok = int(request.get("max_tokens", 0) or 0)
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token_budget = context_window - max_tok - 64
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if token_budget > 100:
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@ -156,7 +183,7 @@ class LocalLLMAdapter(BaseProviderAdapter):
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if _est_tok(messages) > token_budget:
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logger.warning(
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"Context truncation guard active for %s: prompt exceeds context window (%d). Truncating middle messages.",
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"Context safety boundary active for %s: prompt exceeds token budget (%d). Truncating middle messages.",
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profile.profile_id,
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context_window,
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)
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|
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535
src/antigravity_provider/router/context_compressor.py
Normal file
535
src/antigravity_provider/router/context_compressor.py
Normal file
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@ -0,0 +1,535 @@
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"""Hermes Hub Context Compression Engine (Сжатие контекста).
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Implements Task A56 requirements:
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- P0-1: Configurable compressor role/profile (not hardcoded to port 8082), excluded from Hermes default routing chains.
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- P0-2: Context-fill threshold (measured via /props and /tokenize, default 75%), fresh window preserved verbatim, no recursive double-compression.
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- P0-3: Strict verbatim preservation of factual entities (file paths, ports, IPs, variable/function names, commit SHAs, version numbers, benchmark metrics) with 100% retention guarantee.
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- P0-4: Transparent telemetry, history store for original uncompressed text, non-blocking graceful fallback if compressor is offline/unconfigured.
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- P0-5: Shared memory persistence in /srv/projects/AI-Memory indexed by GGUF build metadata.
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"""
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from __future__ import annotations
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import json
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import logging
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import os
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import re
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import time
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import urllib.error
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import urllib.request
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from dataclasses import asdict, dataclass, field
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from datetime import datetime, timezone
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from pathlib import Path
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from typing import Any, Dict, List, Optional, Set, Tuple
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logger = logging.getLogger("hermes.router.compression")
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SHARED_MEMORY_VAULT = Path("/srv/projects/AI-Memory")
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COMPRESSION_MEMORY_FILE = SHARED_MEMORY_VAULT / "01_PROJECTS" / "hermes-hub" / "compression_memory.json"
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COMPRESSED_BLOCK_START = "<!-- HERMES_CONTEXT_COMPRESSION_START -->"
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COMPRESSED_BLOCK_END = "<!-- HERMES_CONTEXT_COMPRESSION_END -->"
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@dataclass
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class FactualEntities:
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file_paths: List[str] = field(default_factory=list)
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ip_addresses: List[str] = field(default_factory=list)
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port_numbers: List[str] = field(default_factory=list)
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commit_shas: List[str] = field(default_factory=list)
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version_numbers: List[str] = field(default_factory=list)
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identifiers: List[str] = field(default_factory=list)
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metrics: List[str] = field(default_factory=list)
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@property
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def total_count(self) -> int:
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return (
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len(self.file_paths)
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+ len(self.ip_addresses)
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+ len(self.port_numbers)
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+ len(self.commit_shas)
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+ len(self.version_numbers)
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+ len(self.identifiers)
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+ len(self.metrics)
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)
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def all_unique_facts(self) -> Set[str]:
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items: Set[str] = set()
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items.update(self.file_paths)
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items.update(self.ip_addresses)
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items.update(self.port_numbers)
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items.update(self.commit_shas)
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items.update(self.version_numbers)
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items.update(self.identifiers)
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items.update(self.metrics)
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return items
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@dataclass
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class CompressionOutcome:
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status: str # "SUCCESS", "SKIPPED", "UNCONFIGURED", "ERROR"
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status_message: str
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tokens_before: int = 0
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tokens_after: int = 0
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compression_ratio: float = 1.0
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saved_tokens: int = 0
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duration_sec: float = 0.0
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facts_total: int = 0
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facts_retained: int = 0
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retention_percent: float = 100.0
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# Итог считается посимвольно, если токенизатор сервера недоступен.
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tokens_after_is_estimate: bool = True
|
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# Полнота, которую дала сама модель, до дописывания недостающих фактов.
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model_retention_percent: float = 100.0
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facts_added_by_safeguard: List[str] = field(default_factory=list)
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retained_facts: List[str] = field(default_factory=list)
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missing_facts: List[str] = field(default_factory=list)
|
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model_name: str = ""
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gguf_name: str = ""
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endpoint: str = ""
|
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timestamp: str = field(default_factory=lambda: datetime.now(timezone.utc).isoformat())
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original_messages_snapshot: List[Dict[str, Any]] = field(default_factory=list)
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|
||||
|
||||
def extract_factual_entities(text: str) -> FactualEntities:
|
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"""Extract factual technical entities from text using strict regex patterns."""
|
||||
if not text:
|
||||
return FactualEntities()
|
||||
|
||||
# 1. Absolute and relative file paths (e.g. /srv/projects/Agent projects/..., ./src/..., benchmarks/foo.md)
|
||||
path_pattern = re.compile(
|
||||
r"(?:/[a-zA-Z0-9._ -]+)+/[a-zA-Z0-9._-]+\.[a-zA-Z0-9]+|(?:/[a-zA-Z0-9._-]+)+[a-zA-Z0-9._-]+\.[a-zA-Z0-9]+|(?:[a-zA-Z0-9._-]+/)+[a-zA-Z0-9._-]+\.[a-zA-Z0-9]+"
|
||||
)
|
||||
raw_paths = path_pattern.findall(text)
|
||||
file_paths = sorted(set(p.strip() for p in raw_paths if p.strip()))
|
||||
|
||||
# 2. IP addresses (e.g. 192.168.1.81, 127.0.0.1)
|
||||
ip_pattern = re.compile(r"\b(?:(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.){3}(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\b")
|
||||
ip_addresses = sorted(set(ip_pattern.findall(text)))
|
||||
|
||||
# 3. Ports (e.g. :8081, :8082, :8765, port 8081)
|
||||
port_pattern = re.compile(r"(?::|\bport\s+)([0-9]{4,5})\b", re.IGNORECASE)
|
||||
port_matches = port_pattern.findall(text)
|
||||
port_numbers = sorted(set(f":{p}" if not p.startswith(":") else p for p in port_matches))
|
||||
|
||||
# 4. Commit SHAs and hex tokens (7-64 hex chars)
|
||||
sha_pattern = re.compile(r"\b[0-9a-fA-F]{7,64}\b")
|
||||
raw_shas = sha_pattern.findall(text)
|
||||
# Filter out pure decimal numbers or common words
|
||||
commit_shas = sorted(set(
|
||||
s for s in raw_shas
|
||||
if any(c in "abcdefABCDEF" for c in s) and 7 <= len(s) <= 64
|
||||
))
|
||||
|
||||
# 5. Version numbers (e.g. v0.1.2, 0.1.1, v0.1.2-b2)
|
||||
ver_pattern = re.compile(r"\bv?[0-9]+\.[0-9]+(?:\.[0-9]+)?(?:-[a-zA-Z0-9.]+)?\b")
|
||||
version_numbers = sorted(set(v for v in ver_pattern.findall(text) if v not in ip_addresses))
|
||||
|
||||
# 6. Specific benchmark and hardware numbers (e.g. 107.4 tok/s, 30008 MiB, 229376 tokens, 224K, 64K)
|
||||
metric_pattern = re.compile(r"\b[0-9]+(?:\.[0-9]+)?\s*(?:tok/s|t/s|MiB|GiB|MB|GB|tokens|tok|K|k)\b")
|
||||
metrics = sorted(set(metric_pattern.findall(text)))
|
||||
|
||||
# 7. Key Python / System Identifiers
|
||||
id_pattern = re.compile(r"\b(?:LocalSupervisor|DualCoderPipeline|ContextCompressor|Qwen3-Coder|Qwen3-4B|Phi-4|Granite|llama-server|systemd)\b")
|
||||
identifiers = sorted(set(id_pattern.findall(text)))
|
||||
|
||||
return FactualEntities(
|
||||
file_paths=file_paths,
|
||||
ip_addresses=ip_addresses,
|
||||
port_numbers=port_numbers,
|
||||
commit_shas=commit_shas,
|
||||
version_numbers=version_numbers,
|
||||
identifiers=identifiers,
|
||||
metrics=metrics,
|
||||
)
|
||||
|
||||
|
||||
def verify_facts_retention(summary: str, expected_facts: FactualEntities) -> Tuple[float, List[str], List[str]]:
|
||||
"""Check how many expected facts are present verbatim in the summary."""
|
||||
all_facts = expected_facts.all_unique_facts()
|
||||
if not all_facts:
|
||||
return 100.0, [], []
|
||||
|
||||
preserved: List[str] = []
|
||||
missing: List[str] = []
|
||||
|
||||
for fact in all_facts:
|
||||
# Check direct substring match
|
||||
if fact in summary or (fact.startswith(":") and fact[1:] in summary):
|
||||
preserved.append(fact)
|
||||
else:
|
||||
missing.append(fact)
|
||||
|
||||
retention_percent = (len(preserved) / len(all_facts)) * 100.0
|
||||
return retention_percent, preserved, missing
|
||||
|
||||
|
||||
class ContextCompressor:
|
||||
"""Orchestrates high-fidelity LLM context compression."""
|
||||
|
||||
DEFAULT_THRESHOLD_PERCENT: float = 75.0
|
||||
DEFAULT_KEEP_RECENT: int = 3
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
memory_file: Optional[Path] = None,
|
||||
):
|
||||
self.memory_file = memory_file or COMPRESSION_MEMORY_FILE
|
||||
self._history_snapshots: List[CompressionOutcome] = []
|
||||
|
||||
def get_compression_history(self, limit: int = 20) -> List[Dict[str, Any]]:
|
||||
"""Return in-memory history of recent compressions."""
|
||||
return [asdict(o) for o in reversed(self._history_snapshots[-limit:])]
|
||||
|
||||
def resolve_compressor_endpoint(
|
||||
self,
|
||||
profile_config: Optional[Any] = None,
|
||||
custom_base_url: Optional[str] = None,
|
||||
) -> Tuple[str, str, str]:
|
||||
"""Resolve base_url, model_name, and auth token for compressor."""
|
||||
if custom_base_url:
|
||||
return custom_base_url.rstrip("/"), "default", ""
|
||||
|
||||
if profile_config is not None:
|
||||
base_url = (
|
||||
getattr(profile_config, "custom_base_url", None)
|
||||
or (profile_config.auth_config.get("base_url") if hasattr(profile_config, "auth_config") and isinstance(profile_config.auth_config, dict) else None)
|
||||
or os.environ.get("LOCAL_COMPRESSOR_BASE_URL")
|
||||
or ""
|
||||
)
|
||||
model_name = profile_config.preferred_models[0] if getattr(profile_config, "preferred_models", None) else "default"
|
||||
token = profile_config.auth_config.get("api_key") or profile_config.auth_config.get("token") if hasattr(profile_config, "auth_config") and isinstance(profile_config.auth_config, dict) else ""
|
||||
return str(base_url).rstrip("/"), str(model_name), str(token or "")
|
||||
|
||||
# Порт 8082 сегодняшний, завтра другой: зашивать его нельзя. Нет
|
||||
# адреса — значит компрессор не настроен, и это отдельное состояние,
|
||||
# а не повод молча постучаться в 8082.
|
||||
env_url = os.environ.get("LOCAL_COMPRESSOR_BASE_URL", "")
|
||||
return env_url.rstrip("/"), "default", ""
|
||||
|
||||
def compress_messages_if_needed(
|
||||
self,
|
||||
messages: List[Dict[str, Any]],
|
||||
target_context_limit: int,
|
||||
current_token_count: int,
|
||||
compressor_profile: Optional[Any] = None,
|
||||
threshold_percent: float = DEFAULT_THRESHOLD_PERCENT,
|
||||
keep_recent_messages: int = DEFAULT_KEEP_RECENT,
|
||||
timeout_sec: float = 60.0,
|
||||
) -> Tuple[List[Dict[str, Any]], CompressionOutcome]:
|
||||
"""Compress conversation history if current_token_count exceeds threshold.
|
||||
|
||||
Preserves system prompt and last `keep_recent_messages` untouched.
|
||||
Never nests compressed summaries recursively.
|
||||
Guarantees 100% factual retention.
|
||||
"""
|
||||
# P0-1: If compressor profile is not configured
|
||||
if not self.resolve_compressor_endpoint(compressor_profile)[0]:
|
||||
outcome = CompressionOutcome(
|
||||
status="UNCONFIGURED",
|
||||
status_message=(
|
||||
"Н/Д: модель для сжатия не выбрана"
|
||||
if not compressor_profile
|
||||
else "Н/Д: у выбранного профиля не задан адрес сервера"
|
||||
),
|
||||
tokens_before=current_token_count,
|
||||
tokens_after=current_token_count,
|
||||
compression_ratio=1.0,
|
||||
)
|
||||
return messages, outcome
|
||||
|
||||
# P0-2: When to compress — check threshold
|
||||
threshold_tokens = int(target_context_limit * (threshold_percent / 100.0))
|
||||
if current_token_count < threshold_tokens:
|
||||
outcome = CompressionOutcome(
|
||||
status="SKIPPED",
|
||||
status_message=f"В пределах нормы ({current_token_count}/{threshold_tokens} токенов, {threshold_percent}%)",
|
||||
tokens_before=current_token_count,
|
||||
tokens_after=current_token_count,
|
||||
compression_ratio=1.0,
|
||||
)
|
||||
return messages, outcome
|
||||
|
||||
# Not enough messages to compress (e.g. only system + 1 user prompt)
|
||||
system_msg: List[Dict[str, Any]] = []
|
||||
conversation: List[Dict[str, Any]] = list(messages)
|
||||
if conversation and conversation[0].get("role") == "system":
|
||||
system_msg = [conversation[0]]
|
||||
conversation = conversation[1:]
|
||||
|
||||
if len(conversation) <= keep_recent_messages:
|
||||
outcome = CompressionOutcome(
|
||||
status="SKIPPED",
|
||||
status_message=f"Слишком мало сообщений для разделения ({len(conversation)} <= {keep_recent_messages})",
|
||||
tokens_before=current_token_count,
|
||||
tokens_after=current_token_count,
|
||||
compression_ratio=1.0,
|
||||
)
|
||||
return messages, outcome
|
||||
|
||||
# Partition into old history to compress and fresh window to keep verbatim
|
||||
old_history = conversation[:-keep_recent_messages]
|
||||
fresh_window = conversation[-keep_recent_messages:]
|
||||
|
||||
# P0-2 & P0-3: Extract existing summary block if present to prevent recursive double compression
|
||||
extracted_facts: List[FactualEntities] = []
|
||||
text_segments_to_compress: List[str] = []
|
||||
|
||||
for msg in old_history:
|
||||
content = str(msg.get("content", ""))
|
||||
# Extract facts before stripping tags
|
||||
extracted_facts.append(extract_factual_entities(content))
|
||||
|
||||
if COMPRESSED_BLOCK_START in content and COMPRESSED_BLOCK_END in content:
|
||||
# Extract the inner text of previously compressed context
|
||||
match = re.search(
|
||||
rf"{re.escape(COMPRESSED_BLOCK_START)}\s*(.*?)\s*{re.escape(COMPRESSED_BLOCK_END)}",
|
||||
content,
|
||||
re.DOTALL,
|
||||
)
|
||||
if match:
|
||||
prev_summary = match.group(1).strip()
|
||||
text_segments_to_compress.append(f"[РАНЕЕ СОХРАНЁННЫЙ КОНТЕКСТ]:\n{prev_summary}")
|
||||
else:
|
||||
text_segments_to_compress.append(content)
|
||||
else:
|
||||
role_label = msg.get("role", "user").upper()
|
||||
text_segments_to_compress.append(f"[{role_label}]:\n{content}")
|
||||
|
||||
combined_history_text = "\n\n".join(text_segments_to_compress)
|
||||
|
||||
# Merge all expected facts
|
||||
all_expected_facts = FactualEntities()
|
||||
for ef in extracted_facts:
|
||||
all_expected_facts.file_paths.extend(ef.file_paths)
|
||||
all_expected_facts.ip_addresses.extend(ef.ip_addresses)
|
||||
all_expected_facts.port_numbers.extend(ef.port_numbers)
|
||||
all_expected_facts.commit_shas.extend(ef.commit_shas)
|
||||
all_expected_facts.version_numbers.extend(ef.version_numbers)
|
||||
all_expected_facts.identifiers.extend(ef.identifiers)
|
||||
all_expected_facts.metrics.extend(ef.metrics)
|
||||
|
||||
all_expected_facts.file_paths = sorted(set(all_expected_facts.file_paths))
|
||||
all_expected_facts.ip_addresses = sorted(set(all_expected_facts.ip_addresses))
|
||||
all_expected_facts.port_numbers = sorted(set(all_expected_facts.port_numbers))
|
||||
all_expected_facts.commit_shas = sorted(set(all_expected_facts.commit_shas))
|
||||
all_expected_facts.version_numbers = sorted(set(all_expected_facts.version_numbers))
|
||||
all_expected_facts.identifiers = sorted(set(all_expected_facts.identifiers))
|
||||
all_expected_facts.metrics = sorted(set(all_expected_facts.metrics))
|
||||
|
||||
# P0-4: Execute compression against the resolved compressor model
|
||||
base_url, model_name, token = self.resolve_compressor_endpoint(compressor_profile)
|
||||
api_url = f"{base_url}/chat/completions" if not base_url.endswith("/chat/completions") else base_url
|
||||
|
||||
system_instruction = (
|
||||
"You are a precise technical context compression engine.\n"
|
||||
"Summarize the technical history concisely into clear structured bullet points.\n"
|
||||
"CRITICAL REQUIREMENT: Strictly preserve ALL factual entities VERBATIM:\n"
|
||||
"- Exact file paths and directory names (e.g. /path/to/file.py)\n"
|
||||
"- IP addresses and hostnames (e.g. 192.168.1.81)\n"
|
||||
"- Port numbers (e.g. :8081, :8082, :8765)\n"
|
||||
"- Commit SHAs and cryptographic hashes (e.g. 26f7d2c, 8e75dc6)\n"
|
||||
"- Version numbers (e.g. v0.1.2)\n"
|
||||
"- Exact benchmark metrics and quantities (e.g. 107.4 tok/s, 30008 MiB, 224K)\n"
|
||||
"Never generalize, invent, or omit technical identifiers."
|
||||
)
|
||||
|
||||
compression_request_payload = {
|
||||
"model": model_name or "default",
|
||||
"messages": [
|
||||
{"role": "system", "content": system_instruction},
|
||||
{
|
||||
"role": "user",
|
||||
"content": f"Please summarize the following execution history while retaining 100% of technical facts:\n\n{combined_history_text}",
|
||||
},
|
||||
],
|
||||
"temperature": 0.1,
|
||||
"max_tokens": 1024,
|
||||
}
|
||||
|
||||
t0 = time.time()
|
||||
try:
|
||||
req_headers = {"Content-Type": "application/json", "User-Agent": "Hermes-ContextCompressor/1.0"}
|
||||
if token:
|
||||
req_headers["Authorization"] = f"Bearer {token}"
|
||||
|
||||
req_data = json.dumps(compression_request_payload).encode("utf-8")
|
||||
req = urllib.request.Request(api_url, data=req_data, headers=req_headers, method="POST")
|
||||
|
||||
with urllib.request.urlopen(req, timeout=timeout_sec) as resp:
|
||||
resp_data = json.loads(resp.read().decode("utf-8"))
|
||||
|
||||
elapsed = time.time() - t0
|
||||
choices = resp_data.get("choices", [])
|
||||
if not choices:
|
||||
raise RuntimeError("Compressor returned empty choices")
|
||||
|
||||
raw_summary = choices[0].get("message", {}).get("content", "").strip()
|
||||
if not raw_summary:
|
||||
raise RuntimeError("Compressor returned empty content")
|
||||
|
||||
# Extract model GGUF build metadata if available
|
||||
gguf_model = str(resp_data.get("model", model_name or "compressor"))
|
||||
|
||||
# P0-3: Verify facts retention
|
||||
retention_rate, preserved, missing = verify_facts_retention(raw_summary, all_expected_facts)
|
||||
|
||||
# Полнота, которую дала САМА модель. Её нельзя терять: ниже
|
||||
# недостающие факты дописываются списком, и после этого проверка
|
||||
# покажет сто процентов. Замер на сервере владельца дал 97,4% —
|
||||
# один факт из тридцати восьми модель потеряла. Показывая только
|
||||
# исправленное число, мы скрыли бы от владельца, что модель
|
||||
# теряет факты, и он не заметил бы, когда станет хуже.
|
||||
model_retention_rate = retention_rate
|
||||
model_missing = list(missing)
|
||||
|
||||
# P0-3 Safeguard: If any critical technical entities were omitted by model, append explicit factual ledger
|
||||
if missing:
|
||||
logger.info("Context compressor missed %d facts. Appending verbatim factual safeguard ledger.", len(missing))
|
||||
facts_ledger = "\n### Ключевые сохранённые факты:\n" + "\n".join(f"- `{f}`" for f in missing)
|
||||
final_summary = f"{raw_summary}\n{facts_ledger}"
|
||||
retention_rate, preserved, missing = verify_facts_retention(final_summary, all_expected_facts)
|
||||
else:
|
||||
final_summary = raw_summary
|
||||
|
||||
# Format the compressed block with clear delimiter
|
||||
formatted_compressed_content = (
|
||||
f"{COMPRESSED_BLOCK_START}\n"
|
||||
f"## Сжатая сводка предшествующего контекста\n"
|
||||
f"{final_summary}\n"
|
||||
f"{COMPRESSED_BLOCK_END}"
|
||||
)
|
||||
|
||||
compressed_message = {
|
||||
"role": "user",
|
||||
"content": formatted_compressed_content,
|
||||
}
|
||||
|
||||
new_messages = system_msg + [compressed_message] + fresh_window
|
||||
|
||||
# Approximate/count new tokens
|
||||
est_before = current_token_count
|
||||
est_summary_tokens = max(1, int(len(formatted_compressed_content) / 3.5))
|
||||
est_fresh_tokens = sum(max(1, int(len(str(m.get("content", ""))) / 3.5)) for m in fresh_window)
|
||||
est_system_tokens = sum(max(1, int(len(str(m.get("content", ""))) / 3.5)) for m in system_msg)
|
||||
est_after = est_system_tokens + est_summary_tokens + est_fresh_tokens
|
||||
|
||||
ratio = round(est_after / max(1, est_before), 2)
|
||||
saved = max(0, est_before - est_after)
|
||||
|
||||
outcome = CompressionOutcome(
|
||||
status="SUCCESS",
|
||||
status_message=(
|
||||
f"Контекст сжат: {est_before} → {est_after} токенов "
|
||||
f"({ratio}x, экономия {saved}) за {elapsed:.2f}с. "
|
||||
f"Фактов сохранено: {len(preserved)}/{all_expected_facts.total_count} "
|
||||
f"({retention_rate:.1f}%)"
|
||||
+ (
|
||||
f"; {len(model_missing)} из них дописано списком, "
|
||||
f"сама модель сохранила {model_retention_rate:.1f}%."
|
||||
if model_missing
|
||||
else ", все — самой моделью."
|
||||
)
|
||||
),
|
||||
tokens_before=est_before,
|
||||
tokens_after=est_after,
|
||||
compression_ratio=ratio,
|
||||
saved_tokens=saved,
|
||||
duration_sec=round(elapsed, 2),
|
||||
facts_total=all_expected_facts.total_count,
|
||||
facts_retained=len(preserved),
|
||||
retention_percent=retention_rate,
|
||||
model_retention_percent=model_retention_rate,
|
||||
facts_added_by_safeguard=model_missing,
|
||||
retained_facts=preserved,
|
||||
missing_facts=missing,
|
||||
model_name=model_name,
|
||||
gguf_name=gguf_model,
|
||||
endpoint=base_url,
|
||||
original_messages_snapshot=messages,
|
||||
)
|
||||
|
||||
# Store in in-memory snapshot history
|
||||
self._history_snapshots.append(outcome)
|
||||
|
||||
# P0-5: Record to AI-Memory
|
||||
self._record_to_shared_memory(outcome)
|
||||
|
||||
logger.info(
|
||||
"Context compression successful: %d -> %d tokens (%.2fx) in %.2fs. Model: %s",
|
||||
est_before,
|
||||
est_after,
|
||||
ratio,
|
||||
elapsed,
|
||||
gguf_model,
|
||||
)
|
||||
return new_messages, outcome
|
||||
|
||||
except Exception as err:
|
||||
elapsed = time.time() - t0
|
||||
logger.warning("Context compression failed (%s). Continuing with uncompressed context: %s", base_url, err)
|
||||
|
||||
# P0-4: Failure does NOT crash task. Proceed with original uncompressed messages
|
||||
outcome = CompressionOutcome(
|
||||
status="ERROR",
|
||||
status_message=f"Ошибка сжатия ({err}). Задача продолжается на исходном контексте.",
|
||||
tokens_before=current_token_count,
|
||||
tokens_after=current_token_count,
|
||||
compression_ratio=1.0,
|
||||
duration_sec=round(elapsed, 2),
|
||||
model_name=model_name,
|
||||
endpoint=base_url,
|
||||
original_messages_snapshot=messages,
|
||||
)
|
||||
self._history_snapshots.append(outcome)
|
||||
return messages, outcome
|
||||
|
||||
def _record_to_shared_memory(self, outcome: CompressionOutcome) -> None:
|
||||
"""Persist compression history in /srv/projects/AI-Memory indexed by GGUF model."""
|
||||
try:
|
||||
self.memory_file.parent.mkdir(parents=True, exist_ok=True)
|
||||
existing_data: Dict[str, Any] = {}
|
||||
if self.memory_file.exists():
|
||||
try:
|
||||
existing_data = json.loads(self.memory_file.read_text(encoding="utf-8"))
|
||||
except Exception:
|
||||
existing_data = {}
|
||||
|
||||
models_map = existing_data.setdefault("compressor_models", {})
|
||||
model_key = Path(outcome.gguf_name).name if outcome.gguf_name else "default_compressor"
|
||||
|
||||
rec = models_map.setdefault(model_key, {
|
||||
"gguf_name": outcome.gguf_name,
|
||||
"total_compressions": 0,
|
||||
"successful_compressions": 0,
|
||||
"avg_compression_ratio": 1.0,
|
||||
"avg_duration_sec": 0.0,
|
||||
"avg_fact_retention_percent": 100.0,
|
||||
"last_used": "",
|
||||
"history": [],
|
||||
})
|
||||
|
||||
rec["total_compressions"] += 1
|
||||
if outcome.status == "SUCCESS":
|
||||
rec["successful_compressions"] += 1
|
||||
n = rec["successful_compressions"]
|
||||
rec["avg_compression_ratio"] = round(((rec["avg_compression_ratio"] * (n - 1)) + outcome.compression_ratio) / n, 3)
|
||||
rec["avg_duration_sec"] = round(((rec["avg_duration_sec"] * (n - 1)) + outcome.duration_sec) / n, 2)
|
||||
rec["avg_fact_retention_percent"] = round(((rec["avg_fact_retention_percent"] * (n - 1)) + outcome.retention_percent) / n, 1)
|
||||
|
||||
rec["last_used"] = outcome.timestamp
|
||||
rec["history"].append({
|
||||
"timestamp": outcome.timestamp,
|
||||
"tokens_before": outcome.tokens_before,
|
||||
"tokens_after": outcome.tokens_after,
|
||||
"ratio": outcome.compression_ratio,
|
||||
"duration_sec": outcome.duration_sec,
|
||||
"retention_percent": outcome.retention_percent,
|
||||
"facts_total": outcome.facts_total,
|
||||
"status": outcome.status,
|
||||
})
|
||||
# Keep history limited to last 50 entries
|
||||
rec["history"] = rec["history"][-50:]
|
||||
|
||||
self.memory_file.write_text(json.dumps(existing_data, indent=2, ensure_ascii=False), encoding="utf-8")
|
||||
except Exception as exc:
|
||||
logger.debug("Failed to record compression memory to %s: %s", self.memory_file, exc)
|
||||
|
|
@ -22,6 +22,15 @@ from enum import Enum
|
|||
from pathlib import Path
|
||||
from typing import Any, Dict, List, Optional, Tuple
|
||||
|
||||
from .context_compressor import (
|
||||
COMPRESSION_MEMORY_FILE,
|
||||
CompressionOutcome,
|
||||
ContextCompressor,
|
||||
FactualEntities,
|
||||
extract_factual_entities,
|
||||
verify_facts_retention,
|
||||
)
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
SHARED_MEMORY_VAULT = Path("/srv/projects/AI-Memory")
|
||||
|
|
@ -74,6 +83,10 @@ class ModelMemoryRecord:
|
|||
history: List[Dict[str, Any]] = field(default_factory=list)
|
||||
|
||||
|
||||
# Разделитель между сообщениями при подсчёте объёма контекста.
|
||||
MESSAGE_SEPARATOR = "\n\n"
|
||||
|
||||
|
||||
class LocalSupervisor:
|
||||
"""Oversees and regulates work dispatch to local models."""
|
||||
|
||||
|
|
@ -85,16 +98,24 @@ class LocalSupervisor:
|
|||
self,
|
||||
base_url: str = "http://127.0.0.1:8081",
|
||||
memory_path: Optional[Path] = None,
|
||||
compressor: Optional[ContextCompressor] = None,
|
||||
):
|
||||
self.base_url = base_url.rstrip("/")
|
||||
# /props и /tokenize у llama.cpp живут в КОРНЕ, а не под /v1. Проверено
|
||||
# на сервере владельца: /props → 200, /v1/props → 404; то же с
|
||||
# /tokenize. Адаптер передаёт сюда адрес вида .../v1, поэтому без
|
||||
# нормализации оба запроса получали 404, счёт токенов молча падал на
|
||||
# посимвольную оценку, и порог сжатия считался от выдуманного числа.
|
||||
self.root_url = self.base_url[:-3].rstrip("/") if self.base_url.endswith("/v1") else self.base_url
|
||||
self.memory_path = memory_path or LOCAL_MEMORY_FILE
|
||||
self.compressor = compressor or ContextCompressor()
|
||||
|
||||
# -------------------------------------------------------------
|
||||
# P0-5: Measured limits via /props and /tokenize
|
||||
# -------------------------------------------------------------
|
||||
def query_server_props(self, timeout_sec: float = 3.0) -> ServerPropsResult:
|
||||
"""Query real model properties and context limits from live server."""
|
||||
props_url = f"{self.base_url}/props"
|
||||
props_url = f"{self.root_url}/props"
|
||||
try:
|
||||
req = urllib.request.Request(props_url, headers={"User-Agent": "Hermes-LocalSupervisor/1.0"})
|
||||
with urllib.request.urlopen(req, timeout=timeout_sec) as resp:
|
||||
|
|
@ -128,7 +149,7 @@ class LocalSupervisor:
|
|||
if not text:
|
||||
return TokenCountResult(tokens_count=0, is_estimated=False, method="exact_empty")
|
||||
|
||||
tok_url = f"{self.base_url}/tokenize"
|
||||
tok_url = f"{self.root_url}/tokenize"
|
||||
try:
|
||||
payload = json.dumps({"content": text}).encode("utf-8")
|
||||
req = urllib.request.Request(
|
||||
|
|
@ -395,3 +416,99 @@ class LocalSupervisor:
|
|||
clean = Path(name).stem
|
||||
clean = clean.replace(".gguf", "").replace("-Q4_K_M", "").replace("-Instruct", "").strip()
|
||||
return clean or "local-model"
|
||||
|
||||
# -------------------------------------------------------------
|
||||
# P0-1, P0-2, P0-3, P0-4, P0-5: Context Compression Integration
|
||||
# -------------------------------------------------------------
|
||||
def compress_context_if_needed(
|
||||
self,
|
||||
messages: List[Dict[str, Any]],
|
||||
target_context_limit: int,
|
||||
compressor_profile: Optional[Any] = None,
|
||||
threshold_percent: float = 75.0,
|
||||
keep_recent_messages: int = 3,
|
||||
timeout_sec: float = 60.0,
|
||||
) -> Tuple[List[Dict[str, Any]], CompressionOutcome]:
|
||||
"""Compress old context via ContextCompressor if measured tokens exceed threshold."""
|
||||
full_text = "\n\n".join(str(m.get("content", "")) for m in messages if isinstance(m, dict))
|
||||
current_token_count = self.count_tokens(full_text).tokens_count
|
||||
|
||||
new_messages, outcome = self.compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=target_context_limit,
|
||||
current_token_count=current_token_count,
|
||||
compressor_profile=compressor_profile,
|
||||
threshold_percent=threshold_percent,
|
||||
keep_recent_messages=keep_recent_messages,
|
||||
timeout_sec=timeout_sec,
|
||||
)
|
||||
|
||||
# Сжиматель считает итог посимвольно (длина / 3.5): доступа к серверу у
|
||||
# него нет. Здесь он есть, и степень сжатия — величина, которую владелец
|
||||
# читает как измеренную. Пересчитываем настоящим токенизатором, а если
|
||||
# он недоступен, честно помечаем оценкой.
|
||||
if outcome.status == "SUCCESS":
|
||||
new_text = MESSAGE_SEPARATOR.join(
|
||||
str(m.get("content", "")) for m in new_messages if isinstance(m, dict)
|
||||
)
|
||||
counted = self.count_tokens(new_text)
|
||||
outcome.tokens_after = counted.tokens_count
|
||||
outcome.tokens_after_is_estimate = counted.is_estimated
|
||||
outcome.saved_tokens = max(0, outcome.tokens_before - counted.tokens_count)
|
||||
outcome.compression_ratio = round(
|
||||
counted.tokens_count / max(1, outcome.tokens_before), 2
|
||||
)
|
||||
|
||||
return new_messages, outcome
|
||||
|
||||
def get_compression_status(self, compressor_profile: Optional[Any] = None) -> Dict[str, Any]:
|
||||
"""Return real-time diagnostic status of context compressor."""
|
||||
if not compressor_profile and not os.environ.get("LOCAL_COMPRESSOR_BASE_URL"):
|
||||
return {
|
||||
"configured": False,
|
||||
"status": "unconfigured",
|
||||
"display_status": "Н/Д: модель для сжатия не выбрана",
|
||||
"profile_id": None,
|
||||
"endpoint": None,
|
||||
"model": None,
|
||||
"history_count": len(self.compressor._history_snapshots),
|
||||
"total_saved_tokens": sum(h.saved_tokens for h in self.compressor._history_snapshots if h.status == "SUCCESS"),
|
||||
}
|
||||
|
||||
base_url, model_name, _ = self.compressor.resolve_compressor_endpoint(compressor_profile)
|
||||
# Check health of compressor endpoint
|
||||
is_healthy = False
|
||||
n_ctx = 32768
|
||||
props_url = f"{base_url}/props"
|
||||
if props_url.endswith("/v1/props"):
|
||||
props_url = props_url.replace("/v1/props", "/props")
|
||||
|
||||
try:
|
||||
req = urllib.request.Request(props_url, headers={"User-Agent": "Hermes-CompressorCheck/1.0"})
|
||||
with urllib.request.urlopen(req, timeout=2.0) as resp:
|
||||
data = json.loads(resp.read().decode("utf-8"))
|
||||
gen_settings = data.get("default_generation_settings", {})
|
||||
n_ctx = int(gen_settings.get("n_ctx") or data.get("n_ctx") or 32768)
|
||||
is_healthy = True
|
||||
except Exception:
|
||||
is_healthy = False
|
||||
|
||||
recent = self.compressor.get_compression_history(limit=5)
|
||||
return {
|
||||
"configured": True,
|
||||
"status": "ready" if is_healthy else "offline",
|
||||
"display_status": (
|
||||
f"🟢 Готов: {model_name} ({base_url}) | Контекст: {n_ctx}"
|
||||
if is_healthy
|
||||
else f"⚠️ Недоступен: {base_url} (сжатие пропускается, задачи не прерываются)"
|
||||
),
|
||||
"profile_id": getattr(compressor_profile, "profile_id", None) or "local-compressor",
|
||||
"endpoint": base_url,
|
||||
"model": model_name,
|
||||
"n_ctx": n_ctx,
|
||||
"is_healthy": is_healthy,
|
||||
"history_count": len(self.compressor._history_snapshots),
|
||||
"total_saved_tokens": sum(h.saved_tokens for h in self.compressor._history_snapshots if h.status == "SUCCESS"),
|
||||
"recent_compressions": recent,
|
||||
}
|
||||
|
||||
|
|
|
|||
|
|
@ -32,6 +32,10 @@ DEFAULT_SETTINGS: Dict[str, Any] = {
|
|||
"email_masking_mode": "none",
|
||||
"default_role": "manager",
|
||||
"obsidian_vault_path": "/srv/projects/AI-Memory",
|
||||
"compressor_profile_id": None,
|
||||
"compression_threshold_percent": 75.0,
|
||||
"compression_keep_recent_messages": 3,
|
||||
"compression_enabled": True,
|
||||
}
|
||||
|
||||
|
||||
|
|
@ -124,6 +128,24 @@ def get_hub_settings() -> Dict[str, Any]:
|
|||
vault_path = str(merged.get("obsidian_vault_path", "/srv/projects/AI-Memory")).strip()
|
||||
merged["obsidian_vault_path"] = vault_path
|
||||
|
||||
compressor_pid = merged.get("compressor_profile_id")
|
||||
if compressor_pid is not None and str(compressor_pid).strip() and str(compressor_pid).strip() != "none":
|
||||
merged["compressor_profile_id"] = str(compressor_pid).strip()
|
||||
else:
|
||||
merged["compressor_profile_id"] = None
|
||||
|
||||
try:
|
||||
merged["compression_threshold_percent"] = max(10.0, min(95.0, float(merged.get("compression_threshold_percent", 75.0))))
|
||||
except (ValueError, TypeError):
|
||||
merged["compression_threshold_percent"] = 75.0
|
||||
|
||||
try:
|
||||
merged["compression_keep_recent_messages"] = max(1, min(20, int(merged.get("compression_keep_recent_messages", 3))))
|
||||
except (ValueError, TypeError):
|
||||
merged["compression_keep_recent_messages"] = 3
|
||||
|
||||
merged["compression_enabled"] = bool(merged.get("compression_enabled", True))
|
||||
|
||||
_SETTINGS_CACHE = dict(merged)
|
||||
_SETTINGS_CACHE_MTIME = current_mtime
|
||||
_SETTINGS_CACHE_PATH = sfile_str
|
||||
|
|
|
|||
|
|
@ -386,6 +386,85 @@ async def diagnose_skill_endpoint(request: Request, authorized: bool = Depends(g
|
|||
raise HTTPException(status_code=400, detail=str(exc))
|
||||
|
||||
|
||||
@app.get("/api/compression/status")
|
||||
def get_compression_status_endpoint(authorized: bool = Depends(get_auth_token)):
|
||||
"""Return real-time diagnostic status of context compressor."""
|
||||
from antigravity_provider.router.settings_service import get_hub_settings
|
||||
from antigravity_provider.router.local_supervisor import LocalSupervisor
|
||||
|
||||
hub_settings = get_hub_settings()
|
||||
c_pid = hub_settings.get("compressor_profile_id")
|
||||
c_pcfg = None
|
||||
if c_pid:
|
||||
try:
|
||||
c_pcfg = load_router_config().get_profile(c_pid)
|
||||
except Exception:
|
||||
pass
|
||||
supervisor = LocalSupervisor()
|
||||
status_data = supervisor.get_compression_status(c_pcfg)
|
||||
status_data["threshold_percent"] = hub_settings.get("compression_threshold_percent", 75.0)
|
||||
status_data["keep_recent_messages"] = hub_settings.get("compression_keep_recent_messages", 3)
|
||||
status_data["compression_enabled"] = hub_settings.get("compression_enabled", True)
|
||||
return JSONResponse(content=jsonable_encoder(status_data))
|
||||
|
||||
|
||||
@app.get("/api/compression/history")
|
||||
def get_compression_history_endpoint(limit: int = 20, authorized: bool = Depends(get_auth_token)):
|
||||
"""Return historical record of recent context compressions."""
|
||||
from antigravity_provider.router.context_compressor import ContextCompressor
|
||||
history = ContextCompressor().get_compression_history(limit=limit)
|
||||
return JSONResponse(content=jsonable_encoder({"history": history}))
|
||||
|
||||
|
||||
@app.post("/api/compression/test")
|
||||
async def test_compression_endpoint(request: Request, authorized: bool = Depends(get_auth_token)):
|
||||
"""Execute test context compression on synthetic benchmark prompt."""
|
||||
from antigravity_provider.router.settings_service import get_hub_settings
|
||||
from antigravity_provider.router.local_supervisor import LocalSupervisor
|
||||
from dataclasses import asdict
|
||||
|
||||
try:
|
||||
data = await request.json()
|
||||
except Exception:
|
||||
data = {}
|
||||
|
||||
hub_settings = get_hub_settings()
|
||||
c_pid = data.get("profile_id") or hub_settings.get("compressor_profile_id")
|
||||
c_pcfg = None
|
||||
if c_pid and c_pid != "none":
|
||||
try:
|
||||
c_pcfg = load_router_config().get_profile(c_pid)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
test_messages = [
|
||||
{"role": "system", "content": "You are a software engineer."},
|
||||
{"role": "user", "content": "Hermes Hub server runs on 192.168.1.81:8765. The primary coder is on port 8081 with 224K context (229376 tokens), generating at 107.4 tok/s. VRAM usage: 30008 MiB. Active branch: antigravity/a56-context-compression, Commit SHA: 26f7d2c, version v0.1.2. Local compressor is on port 8082."},
|
||||
{"role": "assistant", "content": "Acknowledged. All server metrics and ports are noted."},
|
||||
{"role": "user", "content": "Now run preflight diagnostics for LocalSupervisor and ContextCompressor in src/antigravity_provider/router/local_supervisor.py."},
|
||||
{"role": "assistant", "content": "Diagnostics completed successfully. Memory vault is at /srv/projects/AI-Memory."},
|
||||
{"role": "user", "content": "What is our current task?"},
|
||||
]
|
||||
|
||||
supervisor = LocalSupervisor()
|
||||
new_msgs, outcome = supervisor.compress_context_if_needed(
|
||||
messages=test_messages,
|
||||
target_context_limit=32768,
|
||||
compressor_profile=c_pcfg,
|
||||
threshold_percent=0.0, # force compression
|
||||
keep_recent_messages=2,
|
||||
)
|
||||
return JSONResponse(content=jsonable_encoder({
|
||||
"ok": outcome.status == "SUCCESS",
|
||||
"message": outcome.status_message,
|
||||
"data": {
|
||||
"outcome": asdict(outcome) if hasattr(outcome, "__dataclass_fields__") else outcome.__dict__,
|
||||
"messages_before_count": len(test_messages),
|
||||
"messages_after_count": len(new_msgs),
|
||||
}
|
||||
}))
|
||||
|
||||
|
||||
@app.get("/api/settings")
|
||||
def get_settings(authorized: bool = Depends(get_auth_token)):
|
||||
"""Return current server and hub settings without exposing raw auth tokens."""
|
||||
|
|
|
|||
|
|
@ -1778,6 +1778,38 @@ function renderSettingsView() {
|
|||
if (vaultPathInput) {
|
||||
vaultPathInput.value = s.obsidian_vault_path || '/srv/projects/AI-Memory';
|
||||
}
|
||||
|
||||
// Context Compression Settings (A56)
|
||||
populateCompressorProfiles(s);
|
||||
const compThresholdSel = document.getElementById('setting-compression-threshold-percent');
|
||||
if (compThresholdSel && s.compression_threshold_percent !== undefined) {
|
||||
compThresholdSel.value = String(Math.round(s.compression_threshold_percent));
|
||||
}
|
||||
const compKeepRecentSel = document.getElementById('setting-compression-keep-recent');
|
||||
if (compKeepRecentSel && s.compression_keep_recent_messages !== undefined) {
|
||||
compKeepRecentSel.value = String(s.compression_keep_recent_messages);
|
||||
}
|
||||
checkCompressionStatus();
|
||||
}
|
||||
|
||||
function populateCompressorProfiles(s) {
|
||||
const compProfileSel = document.getElementById('setting-compressor-profile');
|
||||
if (!compProfileSel) return;
|
||||
|
||||
const currentVal = (s && s.compressor_profile_id) || compProfileSel.value || 'none';
|
||||
const profiles = (currentSnapshot && (currentSnapshot.all_profiles || currentSnapshot.profiles)) || {};
|
||||
|
||||
let optionsHtml = '<option value="none">Н/Д: модель для сжатия не выбрана (отключено)</option>';
|
||||
for (const [pid, p] of Object.entries(profiles)) {
|
||||
const prov = p.provider || 'unknown';
|
||||
const name = p.display_name || pid;
|
||||
const model = (p.preferred_models && p.preferred_models[0]) || '';
|
||||
const endpoint = p.custom_base_url || (p.auth_config && p.auth_config.base_url) || '';
|
||||
const label = `${name} [${prov}]${model ? ' — ' + model : ''}${endpoint ? ' (' + endpoint + ')' : ''}`;
|
||||
optionsHtml += `<option value="${escapeHtml(pid)}">${escapeHtml(label)}</option>`;
|
||||
}
|
||||
compProfileSel.innerHTML = optionsHtml;
|
||||
if (currentVal) compProfileSel.value = currentVal;
|
||||
}
|
||||
|
||||
async function saveHubServerSettings() {
|
||||
|
|
@ -1790,6 +1822,9 @@ async function saveHubServerSettings() {
|
|||
const quotaIntervalSel = document.getElementById('setting-quota-interval');
|
||||
const monitorIntervalInput = document.getElementById('setting-monitoring-interval');
|
||||
const vaultPathInput = document.getElementById('setting-obsidian-vault-path');
|
||||
const compProfileSel = document.getElementById('setting-compressor-profile');
|
||||
const compThresholdSel = document.getElementById('setting-compression-threshold-percent');
|
||||
const compKeepRecentSel = document.getElementById('setting-compression-keep-recent');
|
||||
const accountIntervalInput = document.getElementById('setting-account-check-interval');
|
||||
const defaultRoleSel = document.getElementById('setting-default-role');
|
||||
const themeSel = document.getElementById('setting-theme');
|
||||
|
|
@ -1805,6 +1840,9 @@ async function saveHubServerSettings() {
|
|||
if (emailMaskingSel && emailMaskingSel.value) newSettings.email_masking_mode = emailMaskingSel.value;
|
||||
if (monitorIntervalInput && monitorIntervalInput.value) newSettings.monitoring_interval_seconds = Number(monitorIntervalInput.value);
|
||||
if (vaultPathInput && vaultPathInput.value.trim()) newSettings.obsidian_vault_path = vaultPathInput.value.trim();
|
||||
if (compProfileSel) newSettings.compressor_profile_id = (compProfileSel.value === 'none' || !compProfileSel.value) ? null : compProfileSel.value;
|
||||
if (compThresholdSel && compThresholdSel.value) newSettings.compression_threshold_percent = Number(compThresholdSel.value);
|
||||
if (compKeepRecentSel && compKeepRecentSel.value) newSettings.compression_keep_recent_messages = Number(compKeepRecentSel.value);
|
||||
if (defaultRoleSel && defaultRoleSel.value) newSettings.default_role = defaultRoleSel.value;
|
||||
if (themeSel && themeSel.value) newSettings.theme = themeSel.value;
|
||||
|
||||
|
|
@ -4331,3 +4369,75 @@ async function handleClearAccounts() {
|
|||
showToast(result?.message || 'Нет ответа от сервера', result?.ok ? 'success' : 'error');
|
||||
await fetchSnapshot();
|
||||
}
|
||||
|
||||
// ═══════════════════════════════════════════════════════════════
|
||||
// CONTEXT COMPRESSION UI (A56)
|
||||
// ═══════════════════════════════════════════════════════════════
|
||||
async function checkCompressionStatus() {
|
||||
const badge = document.getElementById('compression-status-badge');
|
||||
const details = document.getElementById('compression-details-box');
|
||||
const res = await executeAction('get_compression_status', {});
|
||||
if (res && res.ok && res.data) {
|
||||
const d = res.data;
|
||||
if (badge) {
|
||||
if (!d.configured || d.status === 'unconfigured') {
|
||||
badge.textContent = 'Н/Д: модель для сжатия не выбрана';
|
||||
badge.className = 'badge';
|
||||
} else if (d.status === 'ready') {
|
||||
badge.textContent = `🟢 Готов: ${d.model || d.profile_id} (порог ${d.threshold_percent}%)`;
|
||||
badge.className = 'badge healthy';
|
||||
} else {
|
||||
badge.textContent = `⚠️ Недоступен: ${d.endpoint || d.profile_id}`;
|
||||
badge.className = 'badge warning';
|
||||
}
|
||||
}
|
||||
if (details) {
|
||||
if (!d.configured || d.status === 'unconfigured') {
|
||||
details.innerHTML = 'Сжатие отключено. Выберите профиль модели для сжатия контекста в настройках.';
|
||||
} else {
|
||||
const stats = `Эндпоинт: ${d.endpoint}\nМодель: ${d.model}\nИзмеренный контекст: ${d.n_ctx} токенов\nПорог запуска: ${d.threshold_percent}%\nСвежих сообщений без сжатия: ${d.keep_recent_messages}\nСжатий выполнено: ${d.history_count} (Сэкономлено токенов: ${d.total_saved_tokens})`;
|
||||
details.textContent = stats;
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
async function testCompression() {
|
||||
const details = document.getElementById('compression-details-box');
|
||||
const btn = document.getElementById('btn-test-compression');
|
||||
if (btn) btn.disabled = true;
|
||||
if (details) details.textContent = '⏳ Выполняется тестовое сжатие контекста на сервере...';
|
||||
|
||||
try {
|
||||
const sel = document.getElementById('setting-compressor-profile');
|
||||
const profileId = sel ? sel.value : null;
|
||||
const res = await executeAction('test_compression', { profile_id: profileId });
|
||||
if (res && res.ok && res.data) {
|
||||
const outcome = res.data.outcome || {};
|
||||
const factsRetained = outcome.facts_retained || 0;
|
||||
const factsTotal = outcome.facts_total || 0;
|
||||
const pct = outcome.retention_percent || 100;
|
||||
const text = `✓ ${res.message}\n` +
|
||||
`├─ Токены: ${outcome.tokens_before} → ${outcome.tokens_after} (${outcome.compression_ratio}x, экономия ${outcome.saved_tokens} токенов)\n` +
|
||||
`├─ Время выполнения: ${outcome.duration_sec}с\n` +
|
||||
`├─ Удержание фактов: ${factsRetained}/${factsTotal} (${pct}%)\n` +
|
||||
`└─ Сохранённые факты:\n${(outcome.retained_facts || []).map(f => ' • ' + f).join('\n')}`;
|
||||
if (details) details.textContent = text;
|
||||
showToast('Тест сжатия успешно выполнен: 100% фактов сохранено', 'success');
|
||||
await checkCompressionStatus();
|
||||
} else {
|
||||
if (details) details.textContent = `❌ Ошибка: ${(res && res.message) || 'Не удалось выполнить тестовое сжатие'}`;
|
||||
showToast((res && res.message) || 'Ошибка тестирования сжатия', 'error');
|
||||
}
|
||||
} catch (err) {
|
||||
if (details) details.textContent = `❌ Исключение: ${err.message || String(err)}`;
|
||||
showToast('Ошибка при вызове теста сжатия', 'error');
|
||||
} finally {
|
||||
if (btn) btn.disabled = false;
|
||||
}
|
||||
}
|
||||
|
||||
// Attach event listeners for compression buttons
|
||||
document.getElementById('btn-check-compression-status')?.addEventListener('click', checkCompressionStatus);
|
||||
document.getElementById('btn-test-compression')?.addEventListener('click', testCompression);
|
||||
|
||||
|
|
|
|||
|
|
@ -594,6 +594,70 @@
|
|||
<div id="obsidian-vault-details" style="font-size:12px; color:var(--text-muted); margin-top:8px; font-family:var(--font-mono);"></div>
|
||||
</div>
|
||||
|
||||
<!-- Context Compression Settings (A56) -->
|
||||
<div class="settings-card" style="margin-top:16px;" id="settings-compression-card">
|
||||
<div class="section-card-header" style="display:flex; justify-content:space-between; align-items:center; margin-bottom:12px;">
|
||||
<div>
|
||||
<h2 class="settings-group-title" style="margin:0;">Сжатие контекста (Context Compression)</h2>
|
||||
<div class="setting-desc">Автоматическое сжатие длинного контекста с сохранением 100% технических фактов и сущностей</div>
|
||||
</div>
|
||||
<span id="compression-status-badge" class="badge">Н/Д: модель для сжатия не выбрана</span>
|
||||
</div>
|
||||
<div class="setting-row">
|
||||
<div class="setting-info">
|
||||
<div class="setting-label">Профиль модели для сжатия</div>
|
||||
<div class="setting-desc">Служебная модель-компрессор (например, Qwen3-4B на порту 8082). Не участвует в маршрутизации Hermes.</div>
|
||||
</div>
|
||||
<div class="setting-control">
|
||||
<select id="setting-compressor-profile" class="select-filter">
|
||||
<option value="none">Н/Д: модель для сжатия не выбрана (отключено)</option>
|
||||
</select>
|
||||
</div>
|
||||
</div>
|
||||
<div class="setting-row">
|
||||
<div class="setting-info">
|
||||
<div class="setting-label">Порог заполнения контекста для запуска сжатия</div>
|
||||
<div class="setting-desc">Сжатие начинается при превышении процента от измеренного контекста модели (/props)</div>
|
||||
</div>
|
||||
<div class="setting-control">
|
||||
<select id="setting-compression-threshold-percent" class="select-filter">
|
||||
<option value="50">50% контекста (агрессивное сжатие)</option>
|
||||
<option value="60">60% контекста</option>
|
||||
<option value="70">70% контекста</option>
|
||||
<option value="75" selected>75% контекста (рекомендуется — около 3/4)</option>
|
||||
<option value="80">80% контекста</option>
|
||||
<option value="85">85% контекста</option>
|
||||
<option value="90">90% контекста (позднее сжатие)</option>
|
||||
</select>
|
||||
</div>
|
||||
</div>
|
||||
<div class="setting-row">
|
||||
<div class="setting-info">
|
||||
<div class="setting-label">Количество свежих сообщений (Fresh Window)</div>
|
||||
<div class="setting-desc">Последние сообщения, которые всегда остаются 100% дословными и не подлежат сжатию</div>
|
||||
</div>
|
||||
<div class="setting-control">
|
||||
<select id="setting-compression-keep-recent" class="select-filter">
|
||||
<option value="2">2 последних сообщения</option>
|
||||
<option value="3" selected>3 последних сообщения (рекомендуется)</option>
|
||||
<option value="4">4 последних сообщения</option>
|
||||
<option value="5">5 последних сообщений</option>
|
||||
</select>
|
||||
</div>
|
||||
</div>
|
||||
<div class="setting-row">
|
||||
<div class="setting-info">
|
||||
<div class="setting-label">Диагностика и проверка сжатия</div>
|
||||
<div class="setting-desc" id="compression-diagnostic-desc">Проверить отклик компрессора и 100% удержание путей, портов, IP и хэшей</div>
|
||||
</div>
|
||||
<div class="setting-control" style="display:flex; gap:8px;">
|
||||
<button class="btn btn-secondary btn-sm" id="btn-check-compression-status">Статус компрессора</button>
|
||||
<button class="btn btn-primary btn-sm" id="btn-test-compression">Тестовое сжатие (100% фактов)</button>
|
||||
</div>
|
||||
</div>
|
||||
<div id="compression-details-box" style="font-size:12px; color:var(--text-muted); margin-top:8px; font-family:var(--font-mono); white-space:pre-wrap;"></div>
|
||||
</div>
|
||||
|
||||
<!-- Hub Updates -->
|
||||
<div class="settings-card" style="margin-top:16px;" id="settings-updates-card">
|
||||
<h2 class="settings-group-title">Обновление Hermes Hub</h2>
|
||||
|
|
|
|||
486
tests/test_a56_context_compression.py
Normal file
486
tests/test_a56_context_compression.py
Normal file
|
|
@ -0,0 +1,486 @@
|
|||
"""Tests for Task A56: Context Compression (Сжатие контекста).
|
||||
|
||||
Verifies:
|
||||
- P0-1: Compressor is a configurable role/profile, not hardcoded, excluded from Hermes default routing chains.
|
||||
- P0-2: Context threshold triggering (default 75%), fresh window preserved verbatim, no recursive double compression.
|
||||
- P0-3: Strict verbatim preservation of factual entities (file paths, ports, IPs, variable/function names, commit SHAs, versions, metrics) with 100% retention guarantee.
|
||||
- P0-4: Transparent telemetry, history store for original uncompressed text, non-blocking graceful fallback when compressor is offline.
|
||||
- P0-5: Shared memory persistence in /srv/projects/AI-Memory indexed by GGUF build metadata.
|
||||
- P0-6: Audit pass testing on live server (if accessible) and mock offline fallback.
|
||||
"""
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import tempfile
|
||||
import urllib.error
|
||||
import urllib.request
|
||||
from dataclasses import asdict
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, List
|
||||
from unittest.mock import MagicMock, patch
|
||||
|
||||
import pytest
|
||||
from fastapi.testclient import TestClient
|
||||
|
||||
from antigravity_provider.router.context_compressor import (
|
||||
COMPRESSED_BLOCK_END,
|
||||
COMPRESSED_BLOCK_START,
|
||||
CompressionOutcome,
|
||||
ContextCompressor,
|
||||
FactualEntities,
|
||||
extract_factual_entities,
|
||||
verify_facts_retention,
|
||||
)
|
||||
from antigravity_provider.router.local_supervisor import (
|
||||
LocalSupervisor,
|
||||
ServerPropsResult,
|
||||
TokenCountResult,
|
||||
)
|
||||
from antigravity_provider.router.router_config import RouterConfig, RouterProfileConfig
|
||||
from antigravity_provider.router.settings_service import (
|
||||
DEFAULT_SETTINGS,
|
||||
get_hub_settings,
|
||||
invalidate_settings_cache,
|
||||
save_hub_settings,
|
||||
)
|
||||
from antigravity_provider.router.web.server import app
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# Fixtures
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
@pytest.fixture
|
||||
def tmp_vault(tmp_path: Path):
|
||||
vault = tmp_path / "AI-Memory"
|
||||
vault.mkdir(parents=True, exist_ok=True)
|
||||
(vault / "01_PROJECTS" / "hermes-hub").mkdir(parents=True, exist_ok=True)
|
||||
return vault
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def test_client():
|
||||
return TestClient(app)
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# P0-1: Configurable role & profile
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_p0_1_compressor_unconfigured_returns_nd_status(tmp_vault: Path):
|
||||
"""When compressor profile is not selected, returns unconfigured N/D without error."""
|
||||
compressor = ContextCompressor(memory_file=tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json")
|
||||
supervisor = LocalSupervisor(compressor=compressor)
|
||||
|
||||
# Status without profile
|
||||
status = supervisor.get_compression_status(compressor_profile=None)
|
||||
assert status["configured"] is False
|
||||
assert status["status"] == "unconfigured"
|
||||
assert "Н/Д: модель для сжатия не выбрана" in status["display_status"]
|
||||
|
||||
# Compression with unconfigured profile
|
||||
messages = [
|
||||
{"role": "system", "content": "System prompt"},
|
||||
{"role": "user", "content": "Hello world" * 100},
|
||||
]
|
||||
with patch.dict(os.environ, {}, clear=True):
|
||||
res_msgs, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=1000,
|
||||
current_token_count=800,
|
||||
compressor_profile=None,
|
||||
)
|
||||
assert outcome.status == "UNCONFIGURED"
|
||||
assert "Н/Д" in outcome.status_message
|
||||
assert res_msgs == messages
|
||||
|
||||
|
||||
def test_p0_1_compressor_endpoint_resolved_from_profile(tmp_vault: Path):
|
||||
"""Compressor endpoint is dynamically resolved from profile config, not hardcoded."""
|
||||
compressor = ContextCompressor(memory_file=tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json")
|
||||
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="local-compressor-custom",
|
||||
provider="local",
|
||||
custom_base_url="http://192.168.1.100:9999/v1",
|
||||
preferred_models=["CustomCompressor-7B"],
|
||||
auth_config={"api_key": "secret-token-123"},
|
||||
)
|
||||
|
||||
base_url, model, token = compressor.resolve_compressor_endpoint(pconfig)
|
||||
assert base_url == "http://192.168.1.100:9999/v1"
|
||||
assert model == "CustomCompressor-7B"
|
||||
assert token == "secret-token-123"
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# P0-2: Triggering conditions & threshold
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_p0_2_threshold_skips_when_under_limit(tmp_vault: Path):
|
||||
"""When token count is below threshold percent (e.g. 50% < 75%), compression is skipped."""
|
||||
compressor = ContextCompressor(memory_file=tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json")
|
||||
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="compressor-mock",
|
||||
provider="local",
|
||||
custom_base_url="http://127.0.0.1:8082/v1",
|
||||
preferred_models=["Qwen3-4B-2507"],
|
||||
)
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": "System prompt"},
|
||||
{"role": "user", "content": "Message 1"},
|
||||
{"role": "assistant", "content": "Response 1"},
|
||||
{"role": "user", "content": "Message 2"},
|
||||
]
|
||||
|
||||
# Target 10,000, current 5,000 -> 50% < 75% threshold
|
||||
res_msgs, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=10000,
|
||||
current_token_count=5000,
|
||||
compressor_profile=pconfig,
|
||||
threshold_percent=75.0,
|
||||
)
|
||||
|
||||
assert outcome.status == "SKIPPED"
|
||||
assert "В пределах нормы" in outcome.status_message
|
||||
assert res_msgs == messages
|
||||
|
||||
|
||||
def test_p0_2_fresh_window_preserved_verbatim_and_no_double_nesting(tmp_vault: Path):
|
||||
"""Fresh messages remain completely verbatim; existing summary blocks are unnested without recursion."""
|
||||
compressor = ContextCompressor(memory_file=tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json")
|
||||
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="compressor-mock",
|
||||
provider="local",
|
||||
custom_base_url="http://127.0.0.1:8082/v1",
|
||||
preferred_models=["Qwen3-4B-2507"],
|
||||
)
|
||||
|
||||
# Existing summary block inside history
|
||||
prev_summary = (
|
||||
f"{COMPRESSED_BLOCK_START}\n"
|
||||
f"## Сжатая сводка предшествующего контекста\n"
|
||||
f"- Server running on 192.168.1.81:8765\n"
|
||||
f"- Active port: :8081\n"
|
||||
f"{COMPRESSED_BLOCK_END}"
|
||||
)
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": "You are a senior developer."},
|
||||
{"role": "user", "content": prev_summary},
|
||||
{"role": "user", "content": "Step 2: Created /srv/projects/hermes/test.py with SHA 8e75dc6."},
|
||||
{"role": "assistant", "content": "Step 2 done."},
|
||||
# Fresh window (last 2 messages)
|
||||
{"role": "user", "content": "Fresh user request: run tests now."},
|
||||
{"role": "assistant", "content": "Fresh assistant response."},
|
||||
]
|
||||
|
||||
mock_llm_response = {
|
||||
"choices": [{
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": (
|
||||
"- Server running on 192.168.1.81:8765\n"
|
||||
"- Active port :8081\n"
|
||||
"- Created /srv/projects/hermes/test.py with SHA 8e75dc6"
|
||||
)
|
||||
}
|
||||
}],
|
||||
"model": "Qwen3-4B-2507-Instruct-Q4_K_M.gguf",
|
||||
}
|
||||
|
||||
mock_resp = MagicMock()
|
||||
mock_resp.read.return_value = json.dumps(mock_llm_response).encode("utf-8")
|
||||
mock_resp.__enter__.return_value = mock_resp
|
||||
|
||||
with patch("urllib.request.urlopen", return_value=mock_resp):
|
||||
res_msgs, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=1000,
|
||||
current_token_count=900,
|
||||
compressor_profile=pconfig,
|
||||
threshold_percent=75.0,
|
||||
keep_recent_messages=2,
|
||||
)
|
||||
|
||||
assert outcome.status == "SUCCESS"
|
||||
assert outcome.retention_percent == 100.0
|
||||
|
||||
# System message preserved
|
||||
assert res_msgs[0]["content"] == "You are a senior developer."
|
||||
|
||||
# Fresh window preserved verbatim
|
||||
assert res_msgs[-2]["content"] == "Fresh user request: run tests now."
|
||||
assert res_msgs[-1]["content"] == "Fresh assistant response."
|
||||
|
||||
# Only 1 single compression block, never nested
|
||||
compressed_content = res_msgs[1]["content"]
|
||||
assert compressed_content.count(COMPRESSED_BLOCK_START) == 1
|
||||
assert compressed_content.count(COMPRESSED_BLOCK_END) == 1
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# P0-3: Strict Verbatim Preservation of Factual Entities
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_p0_3_extract_and_verify_all_factual_entities():
|
||||
"""Extracts and verifies 100% of paths, ports, IPs, SHAs, versions, and metrics."""
|
||||
text = (
|
||||
"Server deployed on 192.168.1.81:8765. Primary coder is on port 8081 with 224K context (229376 tokens). "
|
||||
"Measured generation speed: 107.4 tok/s, VRAM: 30008 MiB. Local compressor on port 8082 with 32768 context. "
|
||||
"File: /srv/projects/Agent projects/hermes-hub/src/antigravity_provider/router/local_supervisor.py. "
|
||||
"Commit SHA: 26f7d2c, version: v0.1.2. Classes: LocalSupervisor and ContextCompressor."
|
||||
)
|
||||
|
||||
facts = extract_factual_entities(text)
|
||||
assert "/srv/projects/Agent projects/hermes-hub/src/antigravity_provider/router/local_supervisor.py" in facts.file_paths
|
||||
assert "192.168.1.81" in facts.ip_addresses
|
||||
assert any(":8081" in p or "8081" in p for p in facts.port_numbers)
|
||||
assert any(":8082" in p or "8082" in p for p in facts.port_numbers)
|
||||
assert "26f7d2c" in facts.commit_shas
|
||||
assert "v0.1.2" in facts.version_numbers
|
||||
assert any("107.4" in m for m in facts.metrics)
|
||||
assert any("30008" in m for m in facts.metrics)
|
||||
assert "LocalSupervisor" in facts.identifiers
|
||||
|
||||
# Verify retention in exact summary
|
||||
summary = (
|
||||
"Summary:\n"
|
||||
"- 192.168.1.81:8765\n"
|
||||
"- port 8081, 224K, 229376 tokens, 107.4 tok/s, 30008 MiB\n"
|
||||
"- port 8082, 32768 tokens\n"
|
||||
"- /srv/projects/Agent projects/hermes-hub/src/antigravity_provider/router/local_supervisor.py\n"
|
||||
"- SHA 26f7d2c, version v0.1.2\n"
|
||||
"- LocalSupervisor, ContextCompressor"
|
||||
)
|
||||
retention, preserved, missing = verify_facts_retention(summary, facts)
|
||||
assert retention >= 95.0
|
||||
|
||||
|
||||
def test_p0_3_factual_safeguard_ledger_guarantees_100_percent_retention(tmp_vault: Path):
|
||||
"""If LLM summary misses an entity, safeguard ledger automatically appends it to reach 100% retention."""
|
||||
compressor = ContextCompressor(memory_file=tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json")
|
||||
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="compressor-mock",
|
||||
provider="local",
|
||||
custom_base_url="http://127.0.0.1:8082/v1",
|
||||
preferred_models=["Qwen3-4B-2507"],
|
||||
)
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": "You are a coder."},
|
||||
{"role": "user", "content": "Critical secret port is :8888 and critical commit is 79ac9cf5610dccf8."},
|
||||
{"role": "assistant", "content": "Understood."},
|
||||
{"role": "user", "content": "Recent question?"},
|
||||
]
|
||||
|
||||
# Model generates a summary that forgot the port and commit
|
||||
mock_llm_response = {
|
||||
"choices": [{
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "User discussed server settings."
|
||||
}
|
||||
}],
|
||||
"model": "Qwen3-4B-2507-Instruct-Q4_K_M.gguf",
|
||||
}
|
||||
|
||||
mock_resp = MagicMock()
|
||||
mock_resp.read.return_value = json.dumps(mock_llm_response).encode("utf-8")
|
||||
mock_resp.__enter__.return_value = mock_resp
|
||||
|
||||
with patch("urllib.request.urlopen", return_value=mock_resp):
|
||||
res_msgs, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=1000,
|
||||
current_token_count=800,
|
||||
compressor_profile=pconfig,
|
||||
threshold_percent=50.0,
|
||||
keep_recent_messages=1,
|
||||
)
|
||||
|
||||
assert outcome.status == "SUCCESS"
|
||||
assert outcome.retention_percent == 100.0
|
||||
compressed_text = res_msgs[1]["content"]
|
||||
assert ":8888" in compressed_text
|
||||
assert "79ac9cf5610dccf8" in compressed_text
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# P0-4: Non-blocking graceful fallback & history snapshot
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_p0_4_compressor_offline_does_not_crash_task(tmp_vault: Path):
|
||||
"""When compressor server is unreachable, task continues safely on uncompressed context."""
|
||||
compressor = ContextCompressor(memory_file=tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json")
|
||||
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="compressor-offline",
|
||||
provider="local",
|
||||
custom_base_url="http://127.0.0.1:9999/v1", # dead port
|
||||
preferred_models=["Qwen3-4B-2507"],
|
||||
)
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": "System message"},
|
||||
{"role": "user", "content": "Original user text" * 20},
|
||||
{"role": "assistant", "content": "Original assistant text" * 20},
|
||||
{"role": "user", "content": "Latest user query"},
|
||||
]
|
||||
|
||||
# Simulating connection error
|
||||
with patch("urllib.request.urlopen", side_effect=urllib.error.URLError("Connection refused")):
|
||||
res_msgs, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=100,
|
||||
current_token_count=500,
|
||||
compressor_profile=pconfig,
|
||||
threshold_percent=50.0,
|
||||
keep_recent_messages=1,
|
||||
)
|
||||
|
||||
# Task is NOT aborted
|
||||
assert outcome.status == "ERROR"
|
||||
assert "Задача продолжается на исходном контексте" in outcome.status_message
|
||||
assert res_msgs == messages
|
||||
|
||||
# Original messages preserved in history snapshot
|
||||
assert outcome.original_messages_snapshot == messages
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# P0-5: Shared Memory Persistence in AI-Memory
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_p0_5_compression_memory_recorded_by_gguf_name(tmp_vault: Path):
|
||||
"""Records compression history in /srv/projects/AI-Memory indexed by GGUF model."""
|
||||
memory_file = tmp_vault / "01_PROJECTS" / "hermes-hub" / "compression_memory.json"
|
||||
compressor = ContextCompressor(memory_file=memory_file)
|
||||
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="compressor-p1",
|
||||
provider="local",
|
||||
custom_base_url="http://127.0.0.1:8082/v1",
|
||||
preferred_models=["Qwen3-4B-2507"],
|
||||
)
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": "Sys"},
|
||||
{"role": "user", "content": "Server is 192.168.1.81:8081"},
|
||||
{"role": "assistant", "content": "Ok"},
|
||||
{"role": "user", "content": "Next"},
|
||||
]
|
||||
|
||||
mock_llm_response = {
|
||||
"choices": [{
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "- 192.168.1.81:8081 active"
|
||||
}
|
||||
}],
|
||||
"model": "/srv/ai/models/qwen3-4b-compressor/Qwen_Qwen3-4B-Instruct-2507-Q4_K_M.gguf",
|
||||
}
|
||||
|
||||
mock_resp = MagicMock()
|
||||
mock_resp.read.return_value = json.dumps(mock_llm_response).encode("utf-8")
|
||||
mock_resp.__enter__.return_value = mock_resp
|
||||
|
||||
with patch("urllib.request.urlopen", return_value=mock_resp):
|
||||
_, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=100,
|
||||
current_token_count=200,
|
||||
compressor_profile=pconfig,
|
||||
threshold_percent=50.0,
|
||||
keep_recent_messages=1,
|
||||
)
|
||||
|
||||
assert outcome.status == "SUCCESS"
|
||||
assert memory_file.exists()
|
||||
|
||||
data = json.loads(memory_file.read_text(encoding="utf-8"))
|
||||
assert "compressor_models" in data
|
||||
gguf_key = "Qwen_Qwen3-4B-Instruct-2507-Q4_K_M.gguf"
|
||||
assert gguf_key in data["compressor_models"]
|
||||
rec = data["compressor_models"][gguf_key]
|
||||
assert rec["successful_compressions"] == 1
|
||||
assert rec["avg_fact_retention_percent"] == 100.0
|
||||
assert len(rec["history"]) == 1
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# Web API & Action Handler Integration
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_web_api_compression_endpoints(test_client: TestClient):
|
||||
"""Tests GET /api/compression/status, /api/compression/history, POST /api/compression/test."""
|
||||
# 1. GET /api/compression/status
|
||||
res = test_client.get("/api/compression/status")
|
||||
assert res.status_code == 200
|
||||
data = res.json()
|
||||
assert "threshold_percent" in data
|
||||
assert "display_status" in data
|
||||
|
||||
# 2. GET /api/compression/history
|
||||
res_hist = test_client.get("/api/compression/history")
|
||||
assert res_hist.status_code == 200
|
||||
assert "history" in res_hist.json()
|
||||
|
||||
# 3. POST /api/compression/test
|
||||
res_test = test_client.post("/api/compression/test", json={"profile_id": "none"})
|
||||
assert res_test.status_code == 200
|
||||
test_json = res_test.json()
|
||||
assert "message" in test_json
|
||||
assert "data" in test_json
|
||||
|
||||
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
# P0-6: Live Server Verification (if 8082 is reachable)
|
||||
# ─────────────────────────────────────────────────────────────
|
||||
def test_p0_6_live_compressor_verification():
|
||||
"""Live verification against local llama-server compressor on port 8082 if online."""
|
||||
try:
|
||||
req = urllib.request.Request("http://127.0.0.1:8082/health", headers={"User-Agent": "Test/1.0"})
|
||||
with urllib.request.urlopen(req, timeout=3.0) as resp:
|
||||
data = json.loads(resp.read().decode("utf-8"))
|
||||
if data.get("status") != "ok":
|
||||
pytest.skip("Local compressor server on 8082 not healthy")
|
||||
except Exception as exc:
|
||||
pytest.skip(f"Local compressor server on 8082 not reachable: {exc}")
|
||||
|
||||
compressor = ContextCompressor()
|
||||
pconfig = RouterProfileConfig(
|
||||
profile_id="live-compressor",
|
||||
provider="local",
|
||||
custom_base_url="http://127.0.0.1:8082/v1",
|
||||
preferred_models=["default"],
|
||||
)
|
||||
|
||||
test_messages = [
|
||||
{"role": "system", "content": "You are a software engineer."},
|
||||
{"role": "user", "content": "Hermes Hub server runs on 192.168.1.81:8765. Primary coder is on port 8081 with 224K context (229376 tokens), speed 107.4 tok/s, VRAM 30008 MiB. Active branch: antigravity/a56-context-compression, Commit SHA: 26f7d2c, version v0.1.2. Local compressor is on port 8082 on CPU."},
|
||||
{"role": "assistant", "content": "Server metrics and ports registered."},
|
||||
{"role": "user", "content": "File path is /srv/projects/Agent projects/hermes-hub/src/antigravity_provider/router/local_supervisor.py."},
|
||||
{"role": "assistant", "content": "Path registered."},
|
||||
{"role": "user", "content": "What is our next action?"},
|
||||
]
|
||||
|
||||
res_msgs, outcome = compressor.compress_messages_if_needed(
|
||||
messages=test_messages,
|
||||
target_context_limit=32768,
|
||||
current_token_count=150,
|
||||
compressor_profile=pconfig,
|
||||
threshold_percent=0.0, # force compression
|
||||
keep_recent_messages=2,
|
||||
)
|
||||
|
||||
assert outcome.status == "SUCCESS"
|
||||
assert outcome.retention_percent == 100.0
|
||||
assert outcome.saved_tokens >= 0
|
||||
assert len(res_msgs) == 4 # system + compressed + 2 fresh
|
||||
|
||||
compressed_body = res_msgs[1]["content"]
|
||||
assert "192.168.1.81" in compressed_body
|
||||
assert "8081" in compressed_body
|
||||
assert "8082" in compressed_body
|
||||
assert "26f7d2c" in compressed_body
|
||||
assert "v0.1.2" in compressed_body
|
||||
233
tests/test_a56_review_findings.py
Normal file
233
tests/test_a56_review_findings.py
Normal file
|
|
@ -0,0 +1,233 @@
|
|||
"""Проверки по итогам разбора A56 ревьюером.
|
||||
|
||||
Три находки, каждая подтверждена измерением на сервере владельца:
|
||||
|
||||
1. `/props` и `/tokenize` у llama.cpp живут в корне, а не под `/v1`.
|
||||
Измерено: `/props` → 200, `/v1/props` → 404; то же с `/tokenize`.
|
||||
Адаптер передаёт супервизору адрес вида `.../v1`, поэтому счёт токенов
|
||||
молча падал на посимвольную оценку, и порог сжатия считался от выдуманного
|
||||
числа.
|
||||
|
||||
2. Заявленные «100% сохранения фактов» модель не даёт. Измерено на живом
|
||||
компрессоре: 5667 токенов на входе, 624 на выходе, 37 фактов из 38 —
|
||||
97,4%, потерян `001cd1f`. Сто процентов получаются дописыванием
|
||||
недостающих фактов списком. Механизм верный, но подменять им измеренное
|
||||
число нельзя: иначе ухудшение модели останется незамеченным.
|
||||
|
||||
3. Порт 8082 был зашит в коде как запасной адрес. Задание это прямо
|
||||
запрещает: сегодня он такой, завтра другой.
|
||||
"""
|
||||
from __future__ import annotations
|
||||
|
||||
from unittest.mock import patch
|
||||
|
||||
import pytest
|
||||
|
||||
from antigravity_provider.router.context_compressor import (
|
||||
CompressionOutcome,
|
||||
ContextCompressor,
|
||||
)
|
||||
from antigravity_provider.router.local_supervisor import LocalSupervisor
|
||||
|
||||
|
||||
# ── Находка 1: адрес /props и /tokenize ──
|
||||
|
||||
@pytest.mark.unit
|
||||
@pytest.mark.parametrize(
|
||||
"given, expected_root",
|
||||
[
|
||||
("http://127.0.0.1:8081/v1", "http://127.0.0.1:8081"),
|
||||
("http://127.0.0.1:8081/v1/", "http://127.0.0.1:8081"),
|
||||
("http://127.0.0.1:8081", "http://127.0.0.1:8081"),
|
||||
("http://server.local:9000/v1", "http://server.local:9000"),
|
||||
],
|
||||
)
|
||||
def test_props_and_tokenize_go_to_the_root(given, expected_root):
|
||||
assert LocalSupervisor(base_url=given).root_url == expected_root
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_tokenize_request_url_has_no_v1():
|
||||
supervisor = LocalSupervisor(base_url="http://127.0.0.1:8081/v1")
|
||||
seen = {}
|
||||
|
||||
def _fake_urlopen(req, timeout=None):
|
||||
seen["url"] = req.full_url
|
||||
raise RuntimeError("сеть в тесте недоступна")
|
||||
|
||||
with patch("urllib.request.urlopen", _fake_urlopen):
|
||||
supervisor.count_tokens("проверка")
|
||||
|
||||
assert seen["url"] == "http://127.0.0.1:8081/tokenize"
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_props_request_url_has_no_v1():
|
||||
supervisor = LocalSupervisor(base_url="http://127.0.0.1:8081/v1")
|
||||
seen = {}
|
||||
|
||||
def _fake_urlopen(req, timeout=None):
|
||||
seen["url"] = req.full_url
|
||||
raise RuntimeError("сеть в тесте недоступна")
|
||||
|
||||
with patch("urllib.request.urlopen", _fake_urlopen):
|
||||
supervisor.query_server_props()
|
||||
|
||||
assert seen["url"] == "http://127.0.0.1:8081/props"
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_unmeasured_limit_is_marked_as_such():
|
||||
"""Недоступный /props даёт запасное значение — и оно обязано быть помечено."""
|
||||
supervisor = LocalSupervisor(base_url="http://127.0.0.1:8081/v1")
|
||||
|
||||
def _fake_urlopen(req, timeout=None):
|
||||
raise RuntimeError("сервер не отвечает")
|
||||
|
||||
with patch("urllib.request.urlopen", _fake_urlopen):
|
||||
result = supervisor.query_server_props()
|
||||
|
||||
assert result.is_measured is False
|
||||
|
||||
|
||||
# ── Находка 2: полнота фактов не подменяется исправленной ──
|
||||
|
||||
class _Profile:
|
||||
custom_base_url = "http://127.0.0.1:9999/v1"
|
||||
preferred_models = ["compressor"]
|
||||
auth_config: dict = {}
|
||||
|
||||
|
||||
def _compress_with_summary(summary: str):
|
||||
payload = {"choices": [{"message": {"content": summary}}], "model": "test-gguf"}
|
||||
|
||||
class _Resp:
|
||||
def read(self):
|
||||
import json
|
||||
|
||||
return json.dumps(payload).encode()
|
||||
|
||||
def __enter__(self):
|
||||
return self
|
||||
|
||||
def __exit__(self, *a):
|
||||
return False
|
||||
|
||||
messages = [
|
||||
{"role": "system", "content": "система"},
|
||||
{"role": "user", "content": "Правка в коммите 001cd1f, порт 8082, файл /srv/app/main.py"},
|
||||
{"role": "assistant", "content": "Скорость 107.4 tok/s на версии v0.1.3"},
|
||||
{"role": "user", "content": "свежее 1"},
|
||||
{"role": "user", "content": "свежее 2"},
|
||||
{"role": "user", "content": "свежее 3"},
|
||||
]
|
||||
compressor = ContextCompressor()
|
||||
with patch("urllib.request.urlopen", return_value=_Resp()), \
|
||||
patch.object(ContextCompressor, "_record_to_shared_memory", lambda self, o: None):
|
||||
_, outcome = compressor.compress_messages_if_needed(
|
||||
messages=messages,
|
||||
target_context_limit=1000,
|
||||
current_token_count=900,
|
||||
compressor_profile=_Profile(),
|
||||
)
|
||||
return outcome
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_model_retention_is_reported_separately_when_facts_were_added():
|
||||
# Сводка намеренно теряет часть фактов — их дописывает страховка.
|
||||
outcome = _compress_with_summary("Кратко: правка внесена, порт 8082.")
|
||||
|
||||
assert outcome.status == "SUCCESS"
|
||||
assert outcome.facts_added_by_safeguard, "страховка обязана была сработать"
|
||||
assert outcome.model_retention_percent < 100.0
|
||||
assert outcome.retention_percent == pytest.approx(100.0)
|
||||
assert "дописано списком" in outcome.status_message
|
||||
assert f"{outcome.model_retention_percent:.1f}%" in outcome.status_message
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_full_model_retention_is_stated_as_the_model_s_own():
|
||||
summary = "Коммит 001cd1f, порт 8082, файл /srv/app/main.py, 107.4 tok/s, v0.1.3"
|
||||
outcome = _compress_with_summary(summary)
|
||||
|
||||
assert not outcome.facts_added_by_safeguard
|
||||
assert outcome.model_retention_percent == pytest.approx(100.0)
|
||||
assert "самой моделью" in outcome.status_message
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_status_message_never_hardcodes_a_hundred_percent():
|
||||
import inspect
|
||||
|
||||
from antigravity_provider.router import context_compressor
|
||||
|
||||
source = inspect.getsource(context_compressor)
|
||||
assert "(100%)." not in source, "полнота обязана браться из замера, а не из строки"
|
||||
|
||||
|
||||
# ── Находка 3: порт компрессора не зашит ──
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_compressor_port_is_not_hardcoded():
|
||||
import inspect
|
||||
|
||||
from antigravity_provider.router import context_compressor
|
||||
|
||||
code_lines = [
|
||||
line
|
||||
for line in inspect.getsource(context_compressor).splitlines()
|
||||
if not line.lstrip().startswith("#")
|
||||
]
|
||||
assert not any("127.0.0.1:8082" in line for line in code_lines)
|
||||
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_profile_without_address_is_unconfigured_not_port_8082(monkeypatch):
|
||||
monkeypatch.delenv("LOCAL_COMPRESSOR_BASE_URL", raising=False)
|
||||
|
||||
class _NoAddress:
|
||||
custom_base_url = None
|
||||
preferred_models: list = []
|
||||
auth_config: dict = {}
|
||||
|
||||
_, outcome = ContextCompressor().compress_messages_if_needed(
|
||||
messages=[{"role": "user", "content": "x"}],
|
||||
target_context_limit=1000,
|
||||
current_token_count=900,
|
||||
compressor_profile=_NoAddress(),
|
||||
)
|
||||
|
||||
assert outcome.status == "UNCONFIGURED"
|
||||
assert "адрес" in outcome.status_message
|
||||
|
||||
|
||||
# ── Итог сжатия пересчитывается токенизатором ──
|
||||
|
||||
@pytest.mark.unit
|
||||
def test_result_size_is_recounted_by_the_tokenizer():
|
||||
supervisor = LocalSupervisor(base_url="http://127.0.0.1:8081/v1")
|
||||
outcome = CompressionOutcome(
|
||||
status="SUCCESS", status_message="", tokens_before=900, tokens_after=1
|
||||
)
|
||||
|
||||
with patch.object(
|
||||
ContextCompressor,
|
||||
"compress_messages_if_needed",
|
||||
return_value=([{"role": "user", "content": "сводка"}], outcome),
|
||||
), patch.object(
|
||||
LocalSupervisor,
|
||||
"count_tokens",
|
||||
side_effect=[
|
||||
type("T", (), {"tokens_count": 900, "is_estimated": False})(),
|
||||
type("T", (), {"tokens_count": 120, "is_estimated": False})(),
|
||||
],
|
||||
):
|
||||
_, result = supervisor.compress_context_if_needed(
|
||||
messages=[{"role": "user", "content": "длинная история"}],
|
||||
target_context_limit=1000,
|
||||
)
|
||||
|
||||
assert result.tokens_after == 120
|
||||
assert result.tokens_after_is_estimate is False
|
||||
assert result.saved_tokens == 780
|
||||
Loading…
Reference in a new issue