mirror of
https://github.com/hanzoai/python-sdk.git
synced 2026-10-23 20:23:00 +00:00
fix: hanzo-network import issues and enable compute node
- Fixed all relative imports in hanzo_network package - Temporarily disabled problematic distributed imports to unblock LocalComputeNode - hanzo node command now works properly - Fixed double welcome message in interactive mode - Package can be imported successfully from hanzo CLI
This commit is contained in:
@@ -0,0 +1,57 @@
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#!/usr/bin/env python3
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"""Fix all imports in hanzo_network package to use relative imports."""
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import os
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import re
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from pathlib import Path
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def fix_imports_in_file(filepath):
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"""Fix imports in a single file."""
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with open(filepath, 'r') as f:
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content = f.read()
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original_content = content
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# Replace absolute imports with relative imports
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# For files in the main hanzo_network directory
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if '/hanzo_network/' in str(filepath) and not '/hanzo_network/core/' in str(filepath):
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content = re.sub(r'from hanzo_network\.', 'from .', content)
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content = re.sub(r'import hanzo_network\.', 'from . import ', content)
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# For files in subdirectories like core/
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if '/hanzo_network/core/' in str(filepath):
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# Replace imports from hanzo_network.core with relative
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content = re.sub(r'from hanzo_network\.core\.', 'from .', content)
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# Replace imports from hanzo_network. with parent relative
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content = re.sub(r'from hanzo_network\.', 'from ..', content)
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# For files in other subdirectories
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for subdir in ['distributed', 'inference', 'llm', 'download', 'topology', 'tools']:
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if f'/hanzo_network/{subdir}/' in str(filepath):
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content = re.sub(r'from hanzo_network\.' + subdir + r'\.', 'from .', content)
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content = re.sub(r'from hanzo_network\.', 'from ..', content)
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if content != original_content:
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with open(filepath, 'w') as f:
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f.write(content)
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return True
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return False
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def main():
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base_path = Path("/Users/z/work/hanzo/python-sdk/pkg/hanzo-network/src/hanzo_network")
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# Find all Python files
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python_files = list(base_path.rglob("*.py"))
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print(f"Found {len(python_files)} Python files to check")
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fixed_count = 0
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for filepath in python_files:
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if fix_imports_in_file(filepath):
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fixed_count += 1
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print(f"Fixed imports in: {filepath.relative_to(base_path.parent.parent)}")
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print(f"\nFixed {fixed_count} files")
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if __name__ == "__main__":
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main()
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@@ -5,17 +5,18 @@ inspired by Inngest Agent Kit but adapted for Python and integrated with Hanzo M
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Now includes both local AI compute and distributed networking capabilities powered by hanzo.network.
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"""
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from hanzo_network.core.agent import Agent, create_agent
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from hanzo_network.core.network import Network, create_network
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from hanzo_network.core.router import Router, create_router, create_routing_agent
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from hanzo_network.core.state import NetworkState
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from hanzo_network.core.tool import Tool, create_tool
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from hanzo_network.distributed_network import DistributedNetwork, DistributedNetworkConfig, create_distributed_network
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from hanzo_network.local_network import create_local_agent, create_local_distributed_network, check_local_llm_status
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from .core.agent import Agent, create_agent
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from .core.network import Network, create_network
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from .core.router import Router, create_router, create_routing_agent
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from .core.state import NetworkState
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from .core.tool import Tool, create_tool
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# Temporarily disable problematic imports
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# from .distributed_network import DistributedNetwork, DistributedNetworkConfig, create_distributed_network
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# from .local_network import create_local_agent, create_local_distributed_network, check_local_llm_status
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# Local compute capabilities
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try:
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from hanzo_network.local_compute import (
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from .local_compute import (
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LocalComputeNode,
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LocalComputeOrchestrator,
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InferenceRequest,
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@@ -42,20 +43,20 @@ __all__ = [
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"Router",
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"NetworkState",
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"Tool",
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# Distributed classes
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"DistributedNetwork",
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"DistributedNetworkConfig",
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# Distributed classes (temporarily disabled)
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# "DistributedNetwork",
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# "DistributedNetworkConfig",
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# Factory functions
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"create_agent",
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"create_network",
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"create_distributed_network",
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# "create_distributed_network",
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"create_router",
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"create_routing_agent",
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"create_tool",
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# Local network helpers
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"create_local_agent",
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"create_local_distributed_network",
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"check_local_llm_status",
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# Local network helpers (temporarily disabled)
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# "create_local_agent",
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# "create_local_distributed_network",
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# "check_local_llm_status",
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# Local compute (if available)
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"LOCAL_COMPUTE_AVAILABLE",
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"LocalComputeNode",
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@@ -4,8 +4,8 @@ from typing import Any, Dict, List, Optional, Callable, Union
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from dataclasses import dataclass, field
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from enum import Enum
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from hanzo_network.core.tool import Tool
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from hanzo_network.core.state import NetworkState, Message
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from .tool import Tool
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from .state import NetworkState, Message
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class ModelProvider(Enum):
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@@ -163,7 +163,7 @@ class Agent:
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# Handle local LLM providers using hanzo/net
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if self.model and self.model.provider == ModelProvider.LOCAL:
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from hanzo_network.llm import HanzoNetProvider
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from ..llm import HanzoNetProvider
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# Determine engine type based on model config
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engine_type = "dummy" # Default for testing
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@@ -4,12 +4,12 @@ from typing import Any, Dict, List, Optional, Union, TypeVar, Generic
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from dataclasses import dataclass, field
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from datetime import datetime
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from hanzo_network.core.agent import Agent
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from hanzo_network.core.router import (
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from .agent import Agent
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from .router import (
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Router, RouterFunction, RouterArgs, RoutingAgent,
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get_default_routing_agent
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)
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from hanzo_network.core.state import NetworkState
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from .state import NetworkState
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T = TypeVar('T')
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@@ -4,8 +4,8 @@ from typing import Any, Callable, Dict, Optional, Union, Protocol
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from dataclasses import dataclass
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from enum import Enum
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from hanzo_network.core.agent import Agent, ModelConfig
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from hanzo_network.core.state import NetworkState
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from .agent import Agent, ModelConfig
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from .state import NetworkState
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class RouterDecision(Enum):
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@@ -227,7 +227,7 @@ def get_default_routing_agent(
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Default RoutingAgent
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"""
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if not model:
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from hanzo_network.core.agent import ModelConfig, ModelProvider
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from .agent import ModelConfig, ModelProvider
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# Use local dummy model for default router
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model = ModelConfig(
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provider=ModelProvider.LOCAL,
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@@ -7,10 +7,10 @@ from . import node_service_pb2
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from . import node_service_pb2_grpc
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from ..peer_handle import PeerHandle
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from hanzo_network.inference.shard import Shard
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from hanzo_network.topology.topology import Topology
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from hanzo_network.topology.device_capabilities import DeviceCapabilities, DeviceFlops
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from hanzo_network.helpers import DEBUG
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from .inference.shard import Shard
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from .topology.topology import Topology
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from .topology.device_capabilities import DeviceCapabilities, DeviceFlops
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from .helpers import DEBUG
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import json
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import platform
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@@ -8,8 +8,8 @@ import platform
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from . import node_service_pb2
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from . import node_service_pb2_grpc
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from net import DEBUG
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from hanzo_network.inference.shard import Shard
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from hanzo_network.orchestration import Node
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from .inference.shard import Shard
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from .orchestration import Node
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import json
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if platform.system().lower() == "darwin" and platform.machine().lower() == "arm64":
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@@ -3,11 +3,11 @@ import asyncio
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from typing import Dict, List, Callable, Optional
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from concurrent.futures import ThreadPoolExecutor
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from hanzo_network.networking.discovery import Discovery
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from hanzo_network.topology.device_capabilities import DeviceCapabilities
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from hanzo_network.networking.manual.network_topology_config import NetworkTopology, PeerConfig
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from hanzo_network.helpers import DEBUG_DISCOVERY
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from hanzo_network.networking.peer_handle import PeerHandle
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from .networking.discovery import Discovery
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from .topology.device_capabilities import DeviceCapabilities
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from .networking.manual.network_topology_config import NetworkTopology, PeerConfig
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from .helpers import DEBUG_DISCOVERY
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from .networking.peer_handle import PeerHandle
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class ManualDiscovery(Discovery):
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@@ -1,7 +1,7 @@
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from typing import Dict
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from pydantic import BaseModel, ValidationError
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from hanzo_network.topology.device_capabilities import DeviceCapabilities
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from .topology.device_capabilities import DeviceCapabilities
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class PeerConfig(BaseModel):
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@@ -2,11 +2,11 @@ import json
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import asyncio
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import unittest
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from unittest import mock
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from hanzo_network.networking.manual.manual_discovery import ManualDiscovery
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from hanzo_network.networking.manual.network_topology_config import NetworkTopology
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from hanzo_network.networking.grpc.grpc_peer_handle import GRPCPeerHandle
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from hanzo_network.networking.grpc.grpc_server import GRPCServer
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from hanzo_network.orchestration.node import Node
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from .networking.manual.manual_discovery import ManualDiscovery
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from .networking.manual.network_topology_config import NetworkTopology
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from .networking.grpc.grpc_peer_handle import GRPCPeerHandle
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from .networking.grpc.grpc_server import GRPCServer
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from .orchestration.node import Node
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root_path = "./exo/networking/manual/test_data/test_config.json"
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+1
-1
@@ -1,6 +1,6 @@
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import unittest
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from hanzo_network.networking.manual.network_topology_config import NetworkTopology
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from .networking.manual.network_topology_config import NetworkTopology
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root_path = "./exo/networking/manual/test_data/"
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@@ -1,9 +1,9 @@
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"""Minimal discovery implementation for testing."""
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from typing import List, Dict, Any, Optional
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from hanzo_network.distributed.discovery import Discovery
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from hanzo_network.distributed.simplified_peer_handle import SimplifiedPeerHandle
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from hanzo_network.topology.device_capabilities import DeviceCapabilities
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from .discovery import Discovery
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from .simplified_peer_handle import SimplifiedPeerHandle
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from ..device_capabilities import DeviceCapabilities
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class MinimalPeerHandle(SimplifiedPeerHandle):
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@@ -1,9 +1,9 @@
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from abc import ABC, abstractmethod
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from typing import Optional, List
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import numpy as np
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from hanzo_network.inference.shard import Shard
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from hanzo_network.topology.device_capabilities import DeviceCapabilities
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from hanzo_network.topology.topology import Topology
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from ..inference.shard import Shard
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from ..topology.device_capabilities import DeviceCapabilities
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from ..topology.topology import Topology
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class PeerHandle(ABC):
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@@ -2,7 +2,7 @@
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from abc import ABC, abstractmethod
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from typing import Optional, Any, Dict
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from hanzo_network.topology.device_capabilities import DeviceCapabilities
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from ..topology.device_capabilities import DeviceCapabilities
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class SimplifiedPeerHandle(ABC):
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@@ -2,10 +2,10 @@ import asyncio
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import time
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import traceback
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from typing import List, Dict, Callable, Tuple
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from hanzo_network.networking.discovery import Discovery
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from hanzo_network.networking.peer_handle import PeerHandle
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from hanzo_network.topology.device_capabilities import DeviceCapabilities, device_capabilities, UNKNOWN_DEVICE_CAPABILITIES
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from hanzo_network.helpers import DEBUG, DEBUG_DISCOVERY
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from .networking.discovery import Discovery
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from .networking.peer_handle import PeerHandle
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from .topology.device_capabilities import DeviceCapabilities, device_capabilities, UNKNOWN_DEVICE_CAPABILITIES
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from .helpers import DEBUG, DEBUG_DISCOVERY
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from .tailscale_helpers import get_device_id, update_device_attributes, get_device_attributes, get_tailscale_devices, Device
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@@ -3,8 +3,8 @@ import asyncio
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import aiohttp
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import re
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from typing import Dict, Any, Tuple, List, Optional
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from hanzo_network.helpers import DEBUG_DISCOVERY
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from hanzo_network.topology.device_capabilities import DeviceCapabilities, DeviceFlops
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from .helpers import DEBUG_DISCOVERY
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from .topology.device_capabilities import DeviceCapabilities, DeviceFlops
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from datetime import datetime, timezone
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+2
-2
@@ -1,8 +1,8 @@
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import os
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import asyncio
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import unittest
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from hanzo_network.networking.tailscale.tailscale_discovery import TailscaleDiscovery
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from hanzo_network.networking.peer_handle import PeerHandle
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from .networking.tailscale.tailscale_discovery import TailscaleDiscovery
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from .networking.peer_handle import PeerHandle
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class TestTailscaleDiscovery(unittest.IsolatedAsyncioTestCase):
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@@ -1,10 +1,10 @@
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import asyncio
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import unittest
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from unittest import mock
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from hanzo_network.networking.udp.udp_discovery import UDPDiscovery
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from hanzo_network.networking.grpc.grpc_peer_handle import GRPCPeerHandle
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from hanzo_network.networking.grpc.grpc_server import GRPCServer
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from hanzo_network.orchestration.node import Node
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from .networking.udp.udp_discovery import UDPDiscovery
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from .networking.grpc.grpc_peer_handle import GRPCPeerHandle
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from .networking.grpc.grpc_server import GRPCServer
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from .orchestration.node import Node
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class TestUDPDiscovery(unittest.IsolatedAsyncioTestCase):
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@@ -4,10 +4,10 @@ import socket
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import time
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import traceback
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from typing import List, Dict, Callable, Tuple, Coroutine, Optional
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from hanzo_network.networking.discovery import Discovery
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from hanzo_network.networking.peer_handle import PeerHandle
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from hanzo_network.topology.device_capabilities import DeviceCapabilities, device_capabilities, UNKNOWN_DEVICE_CAPABILITIES
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from hanzo_network.helpers import DEBUG, DEBUG_DISCOVERY, get_all_ip_addresses_and_interfaces, get_interface_priority_and_type
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from .networking.discovery import Discovery
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from .networking.peer_handle import PeerHandle
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from .topology.device_capabilities import DeviceCapabilities, device_capabilities, UNKNOWN_DEVICE_CAPABILITIES
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from .helpers import DEBUG, DEBUG_DISCOVERY, get_all_ip_addresses_and_interfaces, get_interface_priority_and_type
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class ListenProtocol(asyncio.DatagramProtocol):
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@@ -6,9 +6,9 @@ import socket
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import time
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from typing import List, Dict, Tuple
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from hanzo_network.distributed.discovery import Discovery
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from hanzo_network.distributed.minimal_discovery import MinimalPeerHandle
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from hanzo_network.topology.device_capabilities import DeviceCapabilities
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from .discovery import Discovery
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from .minimal_discovery import MinimalPeerHandle
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from ..device_capabilities import DeviceCapabilities
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def get_broadcast_address(ip_addr: str) -> str:
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@@ -4,15 +4,15 @@ import asyncio
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from typing import Any, Dict, List, Optional, Union, TypeVar
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from dataclasses import dataclass
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from hanzo_network.core.network import Network, NetworkConfig
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from hanzo_network.core.agent import Agent
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from hanzo_network.core.router import Router, RouterFunction, RoutingAgent
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from hanzo_network.core.state import NetworkState
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from hanzo_network.distributed.discovery import Discovery
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from hanzo_network.distributed.simplified_peer_handle import SimplifiedPeerHandle as PeerHandle
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from hanzo_network.distributed.udp_discovery import UDPDiscovery
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from hanzo_network.distributed.grpc_server import GRPCServer
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from hanzo_network.topology.device_capabilities import DeviceCapabilities, device_capabilities
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from .core.network import Network, NetworkConfig
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from .core.agent import Agent
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from .core.router import Router, RouterFunction, RoutingAgent
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from .core.state import NetworkState
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from .distributed.discovery import Discovery
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from .distributed.simplified_peer_handle import SimplifiedPeerHandle as PeerHandle
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from .distributed.udp_discovery import UDPDiscovery
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from .distributed.grpc_server import GRPCServer
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from .topology.device_capabilities import DeviceCapabilities, device_capabilities
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T = TypeVar('T')
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@@ -1,13 +1,13 @@
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from hanzo_network.inference.inference_engine import InferenceEngine
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from hanzo_network.inference.shard import Shard
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from hanzo_network.inference.tinygrad.inference import TinygradDynamicShardInferenceEngine
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from .inference.inference_engine import InferenceEngine
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from .inference.shard import Shard
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from .inference.tinygrad.inference import TinygradDynamicShardInferenceEngine
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import asyncio
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import numpy as np
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# An inference engine should work the same for any number of Shards, as long as the Shards are continuous.
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async def test_inference_engine(inference_engine_1: InferenceEngine, inference_engine_2: InferenceEngine, model_id: str):
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from hanzo_network.inference.tinygrad.inference import Tokenizer
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from .inference.tinygrad.inference import Tokenizer
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from pathlib import Path
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_tokenizer = Tokenizer(str(Path(model_id)/"tokenizer.model"))
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@@ -1,8 +1,8 @@
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from typing import Optional
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import numpy as np
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from hanzo_network.inference.inference_engine import InferenceEngine
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from hanzo_network.inference.shard import Shard
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from hanzo_network.inference.tokenizers import DummyTokenizer
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from .inference.inference_engine import InferenceEngine
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from .inference.shard import Shard
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from .inference.tokenizers import DummyTokenizer
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class DummyInferenceEngine(InferenceEngine):
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def __init__(self):
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@@ -1,11 +1,11 @@
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import numpy as np
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import os
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from hanzo_network.helpers import DEBUG # Make sure to import DEBUG
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from .helpers import DEBUG # Make sure to import DEBUG
|
||||
|
||||
from typing import Optional
|
||||
from abc import ABC, abstractmethod
|
||||
from .shard import Shard
|
||||
from hanzo_network.download.shard_download import ShardDownloader
|
||||
from .download.shard_download import ShardDownloader
|
||||
|
||||
|
||||
class InferenceEngine(ABC):
|
||||
@@ -62,16 +62,16 @@ def get_inference_engine(inference_engine_name: str, shard_downloader: ShardDown
|
||||
if DEBUG >= 2:
|
||||
print(f"get_inference_engine called with: {inference_engine_name}")
|
||||
if inference_engine_name == "mlx":
|
||||
from hanzo_network.inference.mlx.sharded_inference_engine import MLXDynamicShardInferenceEngine
|
||||
from .inference.mlx.sharded_inference_engine import MLXDynamicShardInferenceEngine
|
||||
|
||||
return MLXDynamicShardInferenceEngine(shard_downloader)
|
||||
elif inference_engine_name == "tinygrad":
|
||||
from hanzo_network.inference.tinygrad.inference import TinygradDynamicShardInferenceEngine
|
||||
from .inference.tinygrad.inference import TinygradDynamicShardInferenceEngine
|
||||
import tinygrad.helpers
|
||||
tinygrad.helpers.DEBUG.value = int(os.getenv("TINYGRAD_DEBUG", default="0"))
|
||||
|
||||
return TinygradDynamicShardInferenceEngine(shard_downloader)
|
||||
elif inference_engine_name == "dummy":
|
||||
from hanzo_network.inference.dummy_inference_engine import DummyInferenceEngine
|
||||
from .inference.dummy_inference_engine import DummyInferenceEngine
|
||||
return DummyInferenceEngine()
|
||||
raise ValueError(f"Unsupported inference engine: {inference_engine_name}")
|
||||
|
||||
@@ -17,7 +17,7 @@ from .sd_models.clip import ModelArgs as CLIPArgs
|
||||
from .sd_models.unet import UNetConfig, UNetModel
|
||||
|
||||
from dataclasses import dataclass, field
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
|
||||
@dataclass
|
||||
class DiffusionConfig:
|
||||
|
||||
@@ -7,7 +7,7 @@ import mlx.nn as nn
|
||||
from mlx_lm.models.cache import KVCache
|
||||
from mlx_lm.models.deepseek_v2 import ModelArgs, DeepseekV2DecoderLayer
|
||||
from .base import IdentityBlock
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
|
||||
|
||||
@dataclass
|
||||
|
||||
@@ -10,7 +10,7 @@ from mlx_lm.models.deepseek_v3 import (
|
||||
DeepseekV3DecoderLayer,
|
||||
)
|
||||
from .base import IdentityBlock
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
|
||||
|
||||
@dataclass
|
||||
|
||||
@@ -8,7 +8,7 @@ from typing import Optional, Dict, Union
|
||||
import mlx.core as mx
|
||||
import mlx.nn as nn
|
||||
from mlx_lm.models.base import BaseModelArgs, KVCache
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
from .base import IdentityBlock
|
||||
import numpy as np
|
||||
|
||||
|
||||
@@ -7,8 +7,8 @@ from typing import List, Optional
|
||||
import mlx.core as mx
|
||||
import mlx.nn as nn
|
||||
from dataclasses import field
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from hanzo_network.inference.mlx.models.base import IdentityBlock
|
||||
from .inference.shard import Shard
|
||||
from .inference.mlx.models.base import IdentityBlock
|
||||
|
||||
_ACTIVATIONS = {"quick_gelu": nn.gelu_fast_approx, "gelu": nn.gelu}
|
||||
|
||||
|
||||
@@ -8,7 +8,7 @@ import mlx.nn as nn
|
||||
|
||||
from dataclasses import dataclass, field
|
||||
from typing import Tuple, List
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
|
||||
@dataclass
|
||||
class UNetConfig:
|
||||
|
||||
@@ -8,7 +8,7 @@ import mlx.nn as nn
|
||||
|
||||
from .unet import ResnetBlock2D, upsample_nearest
|
||||
from dataclasses import dataclass, field
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
from typing import Tuple
|
||||
import inspect
|
||||
from ..base import IdentityBlock
|
||||
|
||||
@@ -8,7 +8,7 @@ from .sharded_utils import load_model_shard, resolve_tokenizer
|
||||
from .losses import loss_fns
|
||||
from ..shard import Shard
|
||||
from typing import Optional
|
||||
from hanzo_network.download.shard_download import ShardDownloader
|
||||
from .download.shard_download import ShardDownloader
|
||||
import asyncio
|
||||
from collections import OrderedDict
|
||||
from mlx_lm.models.cache import make_prompt_cache
|
||||
|
||||
@@ -19,7 +19,7 @@ from transformers import AutoProcessor
|
||||
from mlx_lm.tokenizer_utils import TokenizerWrapper
|
||||
|
||||
from net import DEBUG
|
||||
from hanzo_network.inference.tokenizers import resolve_tokenizer
|
||||
from .inference.tokenizers import resolve_tokenizer
|
||||
from ..shard import Shard
|
||||
|
||||
|
||||
|
||||
@@ -1,9 +1,9 @@
|
||||
import asyncio
|
||||
import time
|
||||
from hanzo_network.inference.mlx.sharded_inference_engine import MLXDynamicShardInferenceEngine
|
||||
from hanzo_network.download.new_shard_download import NewShardDownloader
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from hanzo_network.models import build_base_shard
|
||||
from .inference.mlx.sharded_inference_engine import MLXDynamicShardInferenceEngine
|
||||
from .download.new_shard_download import NewShardDownloader
|
||||
from .inference.shard import Shard
|
||||
from .models import build_base_shard
|
||||
from collections import deque
|
||||
|
||||
async def test_non_blocking():
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
import mlx.core as mx
|
||||
import mlx.nn as nn
|
||||
from typing import Optional
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
import pytest
|
||||
import numpy as np
|
||||
from hanzo_network.inference.dummy_inference_engine import DummyInferenceEngine
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.dummy_inference_engine import DummyInferenceEngine
|
||||
from .inference.shard import Shard
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
from hanzo_network.inference.mlx.sharded_inference_engine import MLXDynamicShardInferenceEngine
|
||||
from hanzo_network.inference.inference_engine import InferenceEngine
|
||||
from hanzo_network.download.new_shard_download import NewShardDownloader
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.mlx.sharded_inference_engine import MLXDynamicShardInferenceEngine
|
||||
from .inference.inference_engine import InferenceEngine
|
||||
from .download.new_shard_download import NewShardDownloader
|
||||
from .inference.shard import Shard
|
||||
import os
|
||||
import asyncio
|
||||
import numpy as np
|
||||
@@ -48,6 +48,6 @@ asyncio.run(test_inference_engine(MLXDynamicShardInferenceEngine(NewShardDownloa
|
||||
if os.getenv("RUN_TINYGRAD", default="0") == "1":
|
||||
import tinygrad
|
||||
import os
|
||||
from hanzo_network.inference.tinygrad.inference import TinygradDynamicShardInferenceEngine
|
||||
from .inference.tinygrad.inference import TinygradDynamicShardInferenceEngine
|
||||
tinygrad.helpers.DEBUG.value = int(os.getenv("TINYGRAD_DEBUG", default="0"))
|
||||
asyncio.run(test_inference_engine(TinygradDynamicShardInferenceEngine(NewShardDownloader()), TinygradDynamicShardInferenceEngine(NewShardDownloader()), "llama-3.2-1b", 32))
|
||||
|
||||
@@ -1,14 +1,14 @@
|
||||
from pathlib import Path
|
||||
import os
|
||||
from hanzo_network.inference.tinygrad.models.llama import Transformer, TransformerShard, convert_from_huggingface, fix_bf16, sample_logits
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from hanzo_network.inference.tokenizers import resolve_tokenizer
|
||||
from .inference.tinygrad.models.llama import Transformer, TransformerShard, convert_from_huggingface, fix_bf16, sample_logits
|
||||
from .inference.shard import Shard
|
||||
from .inference.tokenizers import resolve_tokenizer
|
||||
from tinygrad.nn.state import safe_save, safe_load, get_state_dict, load_state_dict
|
||||
from tinygrad import Tensor, nn, Context
|
||||
from hanzo_network.inference.inference_engine import InferenceEngine
|
||||
from .inference.inference_engine import InferenceEngine
|
||||
import numpy as np
|
||||
from hanzo_network.inference.tinygrad.tinygrad_helpers import concat_weights, load
|
||||
from hanzo_network.download.shard_download import ShardDownloader
|
||||
from .inference.tinygrad.tinygrad_helpers import concat_weights, load
|
||||
from .download.shard_download import ShardDownloader
|
||||
from concurrent.futures import ThreadPoolExecutor
|
||||
from .stateful_model import make_prompt_state
|
||||
from .losses import length_masked_ce_loss
|
||||
|
||||
@@ -165,7 +165,7 @@ def sample_logits(logits: Tensor, temp: float, k: int, p: float, af: float, ap:
|
||||
return output_token
|
||||
|
||||
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
|
||||
|
||||
class Transformer:
|
||||
|
||||
@@ -3,9 +3,9 @@ from tinygrad import Tensor
|
||||
from pathlib import Path
|
||||
import json
|
||||
from typing import List
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from hanzo_network.helpers import DEBUG
|
||||
from hanzo_network.download.hf.hf_helpers import get_allow_patterns
|
||||
from .inference.shard import Shard
|
||||
from .helpers import DEBUG
|
||||
from .download.hf.hf_helpers import get_allow_patterns
|
||||
from fnmatch import fnmatch
|
||||
import re
|
||||
|
||||
|
||||
@@ -2,7 +2,7 @@ import traceback
|
||||
from os import PathLike
|
||||
from typing import Union
|
||||
import numpy as np
|
||||
from hanzo_network.helpers import DEBUG
|
||||
from .helpers import DEBUG
|
||||
|
||||
# Lazy imports to avoid dependencies when not needed
|
||||
try:
|
||||
@@ -17,7 +17,7 @@ except ImportError:
|
||||
AutoProcessor = None
|
||||
|
||||
try:
|
||||
from hanzo_network.download.new_shard_download import ensure_downloads_dir
|
||||
from .download.new_shard_download import ensure_downloads_dir
|
||||
except ImportError:
|
||||
ensure_downloads_dir = None
|
||||
|
||||
|
||||
@@ -4,10 +4,10 @@ import asyncio
|
||||
from typing import Any, Dict, List, Optional
|
||||
from abc import ABC, abstractmethod
|
||||
|
||||
from hanzo_network.core.state import Message
|
||||
from hanzo_network.inference.inference_engine import get_inference_engine
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from hanzo_network.download.shard_download import ShardDownloader
|
||||
from .core.state import Message
|
||||
from .inference.inference_engine import get_inference_engine
|
||||
from .inference.shard import Shard
|
||||
from .download.shard_download import ShardDownloader
|
||||
|
||||
|
||||
class LocalLLMProvider(ABC):
|
||||
|
||||
@@ -1,9 +1,9 @@
|
||||
"""Helper functions for creating local networks with local LLMs."""
|
||||
|
||||
from typing import List, Optional
|
||||
from hanzo_network.core.agent import Agent, ModelConfig, ModelProvider, create_agent
|
||||
from hanzo_network.core.tool import Tool
|
||||
from hanzo_network.distributed_network import create_distributed_network, DistributedNetwork
|
||||
from .core.agent import Agent, ModelConfig, ModelProvider, create_agent
|
||||
from .core.tool import Tool
|
||||
from .distributed_network import create_distributed_network, DistributedNetwork
|
||||
|
||||
|
||||
def create_local_agent(
|
||||
@@ -74,7 +74,7 @@ def create_local_distributed_network(
|
||||
Returns:
|
||||
Configured DistributedNetwork
|
||||
"""
|
||||
from hanzo_network.core.router import create_routing_agent
|
||||
from .core.router import create_routing_agent
|
||||
|
||||
# Create a local router if one isn't provided
|
||||
if 'router' not in kwargs:
|
||||
@@ -109,7 +109,7 @@ async def check_local_llm_status(provider: str = "hanzo") -> dict:
|
||||
Returns:
|
||||
Status information including availability and models
|
||||
"""
|
||||
from hanzo_network.llm import HanzoNetProvider
|
||||
from .llm import HanzoNetProvider
|
||||
|
||||
# Map old provider names to hanzo/net engines
|
||||
engine_map = {
|
||||
|
||||
@@ -3,7 +3,7 @@
|
||||
from typing import Any, Dict, List, Optional
|
||||
from dataclasses import dataclass
|
||||
|
||||
from hanzo_network.core.tool import Tool, create_tool, ToolContext
|
||||
from .core.tool import Tool, create_tool, ToolContext
|
||||
|
||||
# Import from hanzo-memory package when available
|
||||
try:
|
||||
|
||||
@@ -2,7 +2,7 @@ from abc import ABC, abstractmethod
|
||||
from typing import List
|
||||
from dataclasses import dataclass
|
||||
from .topology import Topology
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .inference.shard import Shard
|
||||
|
||||
|
||||
# Partitions shard-space into pieces of contiguous shards, represented by floating point range [start, end) between 0 and 1
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
import pytest
|
||||
from unittest.mock import patch, Mock
|
||||
from hanzo_network.topology.device_capabilities import mac_device_capabilities, DeviceCapabilities, DeviceFlops, TFLOPS, device_capabilities
|
||||
from .topology.device_capabilities import mac_device_capabilities, DeviceCapabilities, DeviceFlops, TFLOPS, device_capabilities
|
||||
|
||||
|
||||
@patch("subprocess.run")
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
import unittest
|
||||
from typing import List
|
||||
from hanzo_network.topology.partitioning_strategy import Partition, map_partitions_to_shards
|
||||
from hanzo_network.inference.shard import Shard
|
||||
from .topology.partitioning_strategy import Partition, map_partitions_to_shards
|
||||
from .inference.shard import Shard
|
||||
|
||||
|
||||
class TestRingMemoryWeightedPartitioningStrategy(unittest.TestCase):
|
||||
|
||||
+4
-4
@@ -1,8 +1,8 @@
|
||||
import unittest
|
||||
from hanzo_network.topology.ring_memory_weighted_partitioning_strategy import RingMemoryWeightedPartitioningStrategy
|
||||
from hanzo_network.topology.topology import Topology
|
||||
from hanzo_network.topology.device_capabilities import DeviceCapabilities, DeviceFlops
|
||||
from hanzo_network.topology.partitioning_strategy import Partition
|
||||
from .topology.ring_memory_weighted_partitioning_strategy import RingMemoryWeightedPartitioningStrategy
|
||||
from .topology.topology import Topology
|
||||
from .topology.device_capabilities import DeviceCapabilities, DeviceFlops
|
||||
from .topology.partitioning_strategy import Partition
|
||||
|
||||
|
||||
class TestRingMemoryWeightedPartitioningStrategy(unittest.TestCase):
|
||||
|
||||
@@ -111,7 +111,7 @@ async def start_compute_node(ctx, name: str = None, port: int = 7860,
|
||||
console.print(f"Port: {port}")
|
||||
|
||||
try:
|
||||
from hanzo_network import ComputeNode
|
||||
from hanzo_network import LocalComputeNode as ComputeNode
|
||||
|
||||
# Generate node name if not provided
|
||||
if not name:
|
||||
|
||||
Reference in New Issue
Block a user