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ChatDev
utils/env_loader.py
.py
"""Environment loading utilities for root-level vars interpolation.""" import os from pathlib import Path from typing import Dict _DOTENV_LOADED = False def load_dotenv_file(dotenv_path: Path | None = None) -> None: """Populate ``os.environ`` with key/value pairs from a .env file once per process.""" globa...
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utils/log_manager.py
.py
"""Log manager compatibility shim. LogManager now wraps WorkflowLogger for backward compatibility. All timing helpers live inside WorkflowLogger; prefer using it directly. """ import time from contextlib import contextmanager from typing import Any, Dict, List from entity.enums import CallStage, LogLevel from utils....
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ChatDev
utils/human_prompt.py
.py
"""Human-in-the-loop prompt service with pluggable channels.""" import threading from dataclasses import dataclass, field from typing import Any, Callable, Dict, List, Optional, Protocol from entity.messages import MessageBlock, MessageBlockType, MessageContent from utils.log_manager import LogManager @dataclass cl...
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ChatDev
utils/function_manager.py
.py
"""Unified function management.""" import importlib.util import inspect import os from pathlib import Path from typing import Any, Callable, Dict, Optional _MODULE_PREFIX = "_dynamic_functions" _FUNCTION_CALLING_ENV = "MAC_FUNCTIONS_DIR" _EDGE_FUNCTION_ENV = "MAC_EDGE_FUNCTIONS_DIR" _EDGE_PROCESSOR_FUNCTION_ENV = "MAC...
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ChatDev
utils/error_handler.py
.py
"""Error handling utilities for the DevAll workflow system.""" from fastapi import Request from fastapi.responses import JSONResponse from fastapi.encoders import jsonable_encoder import traceback from utils.structured_logger import get_server_logger from utils.exceptions import MACException, ValidationError, Securit...
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utils/io_utils.py
.py
from typing import Any, Dict import yaml def read_yaml(path) -> Dict[str, Any]: with open(path, mode="r", encoding="utf-8") as f: return yaml.load(f, Loader=yaml.FullLoader)
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ChatDev
utils/function_catalog.py
.py
"""Utility helpers for introspecting function-calling tools.""" import inspect from collections import abc from dataclasses import dataclass from enum import Enum from pathlib import Path from typing import Annotated, Any, Dict, List, Literal, Mapping, Sequence, Tuple, Union, get_args, get_origin from utils.function_...
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ChatDev
utils/workspace_scanner.py
.py
"""Utilities for scanning nested code_workspace directories.""" from dataclasses import dataclass from pathlib import Path from typing import Iterator, List, Optional @dataclass class WorkspaceEntry: """Metadata about a workspace file or directory.""" path: str # relative path from workspace root type:...
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ChatDev
utils/task_input.py
.py
"""Helpers for building initial task inputs with optional attachments.""" import mimetypes from pathlib import Path from typing import List, Sequence, Union from entity.messages import Message, MessageBlock, MessageBlockType, MessageRole from utils.attachments import AttachmentStore class TaskInputBuilder: """B...
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ChatDev
utils/structured_logger.py
.py
"""Structured logging utilities for the DevAll workflow system.""" import json import logging import sys import traceback import datetime from enum import Enum from pathlib import Path import os from entity.enums import LogLevel from utils.exceptions import MACException class LogType(str, Enum): """Types of str...
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ChatDev
utils/attachments.py
.py
"""Attachment storage and serialization helpers.""" import base64 import hashlib import json import mimetypes import shutil import uuid from dataclasses import dataclass, field from pathlib import Path from typing import Any, Dict, Optional from entity.messages import AttachmentRef, MessageBlock, MessageBlockType DE...
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ChatDev
utils/schema_exporter.py
.py
"""Schema exporter for dynamic configuration metadata.""" import hashlib import json from dataclasses import dataclass from typing import Any, Dict, Iterable, List, Mapping, Sequence, Type from entity.configs import BaseConfig from entity.configs.graph import DesignConfig SCHEMA_VERSION = "0.1.0" class SchemaResol...
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ChatDev
runtime/__init__.py
.py
from runtime.sdk import WorkflowMetaInfo, WorkflowRunResult, run_workflow __all__ = ["WorkflowMetaInfo", "WorkflowRunResult", "run_workflow"]
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ChatDev
runtime/sdk.py
.py
"""SDK helpers for executing workflows from Python code.""" from dataclasses import dataclass from datetime import datetime from pathlib import Path from typing import Any, Dict, Optional, Sequence, Union from check.check import load_config from entity.enums import LogLevel from entity.graph_config import GraphConfig...
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ChatDev
runtime/bootstrap/schema.py
.py
"""Ensure schema registry is populated with runtime-provided registrations.""" from importlib import import_module from typing import Iterable _BOOTSTRAPPED = False def _modules_to_import() -> Iterable[str]: return ( "runtime.node.builtin_nodes", "runtime.node.agent.memory.builtin_stores", ...
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ChatDev
runtime/node/__init__.py
.py
"""Node package.""" __all__: list[str] = []
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runtime/node/registry.py
.py
"""Registry helpers for pluggable workflow node types.""" from dataclasses import dataclass, field from typing import Any, Callable, Dict, Type from schema_registry import register_node_schema from utils.registry import Registry, RegistryEntry, RegistryError node_registry = Registry("node_type") _BUILTINS_LOADED = ...
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ChatDev
runtime/node/builtin_nodes.py
.py
"""Register built-in workflow node types.""" from entity.configs.node.agent import AgentConfig from entity.configs.node.human import HumanConfig from entity.configs.node.subgraph import ( SubgraphConfig, SubgraphFileConfig, SubgraphInlineConfig, register_subgraph_source, ) from entity.configs.node.pass...
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ChatDev
runtime/node/splitter.py
.py
"""Split strategies for dynamic node execution. Provides different methods to split input messages into execution units. """ import json import re from abc import ABC, abstractmethod from typing import List, Any, Optional from entity.configs.dynamic_base import SplitConfig, RegexSplitConfig, JsonPathSplitConfig from...
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ChatDev
runtime/node/executor/loop_counter_executor.py
.py
"""Loop counter guard node executor.""" from typing import List, Dict, Any from entity.configs import Node from entity.configs.node.loop_counter import LoopCounterConfig from entity.messages import Message, MessageRole from runtime.node.executor.base import NodeExecutor class LoopCounterNodeExecutor(NodeExecutor): ...
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runtime/node/executor/__init__.py
.py
"""Node executor module. Implements different execution strategies for each node type. """ from runtime.node.executor.base import NodeExecutor, ExecutionContext from runtime.node.executor.agent_executor import AgentNodeExecutor from runtime.node.executor.human_executor import HumanNodeExecutor from runtime.node.execu...
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ChatDev
runtime/node/executor/human_executor.py
.py
"""Executor for Human nodes. Runs the human-in-the-loop interaction nodes. """ from typing import List from entity.configs import Node from entity.configs.node.human import HumanConfig from entity.messages import Message, MessageRole from runtime.node.executor.base import NodeExecutor class HumanNodeExecutor(NodeE...
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ChatDev
runtime/node/executor/agent_executor.py
.py
"""Agent node executor. Responsible for running agent nodes, including - memory retrieval - thinking workflows - agent invocation - tool calling """ import asyncio import base64 import json import traceback from typing import Any, Callable, Dict, List, Optional, Sequence from entity.configs import Node from entity.c...
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ChatDev
runtime/node/executor/loop_timer_executor.py
.py
"""Loop timer guard node executor.""" import time from typing import List, Dict, Any from entity.configs import Node from entity.configs.node.loop_timer import LoopTimerConfig from entity.messages import Message, MessageRole from runtime.node.executor.base import NodeExecutor class LoopTimerNodeExecutor(NodeExecuto...
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ChatDev
runtime/node/executor/factory.py
.py
"""Factory helpers for node executors. Create and manage executors for different node types. """ from typing import Dict from runtime.node.executor.base import NodeExecutor, ExecutionContext from runtime.node.registry import iter_node_registrations class NodeExecutorFactory: """Factory class that instantiates ...
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ChatDev
runtime/node/executor/python_executor.py
.py
"""Executor for Python code runner nodes.""" import os import re import subprocess import textwrap from dataclasses import dataclass from pathlib import Path from typing import List from entity.configs import Node from entity.configs.node.python_runner import PythonRunnerConfig from entity.messages import Message, Me...
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ChatDev
runtime/node/executor/base.py
.py
"""Abstract base classes for node executors. Defines the interfaces that every node executor must implement. """ from abc import ABC, abstractmethod from dataclasses import dataclass, field from typing import Any, Dict, Optional, List from entity.configs import Node from entity.messages import Message, MessageConten...
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ChatDev
runtime/node/executor/passthrough_executor.py
.py
"""Passthrough node executor.""" from typing import List from entity.configs import Node from entity.configs.node.passthrough import PassthroughConfig from entity.messages import Message, MessageRole from runtime.node.executor.base import NodeExecutor class PassthroughNodeExecutor(NodeExecutor): """Forward inpu...
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ChatDev
runtime/node/executor/subgraph_executor.py
.py
"""Executor for subgraph nodes. Runs nested graph nodes inside the parent workflow. """ from typing import List import copy from entity.configs import Node from entity.configs.node.subgraph import SubgraphConfig from runtime.node.executor.base import NodeExecutor from entity.messages import Message, MessageRole cl...
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ChatDev
runtime/node/executor/literal_executor.py
.py
"""Literal node executor.""" from typing import List from entity.configs import Node from entity.configs.node.literal import LiteralNodeConfig from entity.messages import Message from runtime.node.executor.base import NodeExecutor class LiteralNodeExecutor(NodeExecutor): """Emit the configured literal message w...
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ChatDev
runtime/node/agent/thinking/builtin_thinking.py
.py
"""Register built-in thinking modes.""" from entity.configs.node.thinking import ReflectionThinkingConfig, ThinkingConfig from runtime.node.agent.thinking.thinking_manager import ThinkingManagerBase from runtime.node.agent.thinking.self_reflection import SelfReflectionThinkingManager from runtime.node.agent.thinking.r...
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ChatDev
runtime/node/agent/thinking/__init__.py
.py
from .thinking_manager import ThinkingManagerBase, ThinkingPayload from .builtin_thinking import ThinkingManagerFactory __all__ = [ "ThinkingManagerBase", "ThinkingPayload", "ThinkingManagerFactory", ]
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ChatDev
runtime/node/agent/thinking/registry.py
.py
"""Registry for thinking managers.""" from dataclasses import dataclass from importlib import import_module from typing import Any, Dict, Type from schema_registry import register_thinking_schema from utils.registry import Registry, RegistryEntry, RegistryError from runtime.node.agent.thinking.thinking_manager import...
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ChatDev
runtime/node/agent/thinking/thinking_manager.py
.py
from abc import abstractmethod, ABC from dataclasses import dataclass, field from typing import Any, Callable, Dict, List from entity.configs import ThinkingConfig from entity.messages import Message, MessageRole, MessageBlock AgentInvoker = Callable[[List[Message]], Message] @dataclass class ThinkingPayload: "...
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ChatDev
runtime/node/agent/thinking/self_reflection.py
.py
from entity.configs import ReflectionThinkingConfig from entity.messages import Message, MessageRole from runtime.node.agent.thinking.thinking_manager import ( ThinkingManagerBase, AgentInvoker, ThinkingPayload, ) class SelfReflectionThinkingManager(ThinkingManagerBase): """ A simple implementatio...
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ChatDev
runtime/node/agent/tool/tool_manager.py
.py
"""Tool management for function calling and MCP.""" import asyncio import base64 import binascii from dataclasses import dataclass import inspect import logging import mimetypes import os import threading from pathlib import Path from typing import Any, Dict, List, Mapping, Sequence from fastmcp import Client from fa...
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ChatDev
runtime/node/agent/tool/__init__.py
.py
from .tool_manager import ToolManager __all__ = [ "ToolManager" ]
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ChatDev
runtime/node/agent/skills/manager.py
.py
"""Agent Skills discovery and loading helpers.""" from dataclasses import dataclass from html import escape from pathlib import Path from typing import Callable, Dict, Iterable, List, Mapping, Sequence import yaml from entity.tool_spec import ToolSpec REPO_ROOT = Path(__file__).resolve().parents[4] DEFAULT_SKILLS_...
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ChatDev
runtime/node/agent/skills/__init__.py
.py
from .manager import AgentSkillManager, SkillMetadata, SkillValidationError, parse_skill_file __all__ = [ "AgentSkillManager", "SkillMetadata", "SkillValidationError", "parse_skill_file", ]
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ChatDev
runtime/node/agent/memory/simple_memory.py
.py
import hashlib import json import logging import os import re import time from typing import List from entity.configs import MemoryStoreConfig from entity.configs.node.memory import SimpleMemoryConfig from runtime.node.agent.memory.memory_base import ( MemoryBase, MemoryContentSnapshot, MemoryItem, Mem...
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ChatDev
runtime/node/agent/memory/mem0_memory.py
.py
"""Mem0 managed memory store implementation.""" import logging import re import time import uuid from typing import Any, Dict, List from entity.configs import MemoryStoreConfig from entity.configs.node.memory import Mem0MemoryConfig from runtime.node.agent.memory.memory_base import ( MemoryBase, MemoryContent...
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ChatDev
runtime/node/agent/memory/__init__.py
.py
from .memory_base import MemoryBase, MemoryManager from .builtin_stores import MemoryFactory __all__ = [ "MemoryBase", "MemoryManager", "MemoryFactory", ]
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ChatDev
runtime/node/agent/memory/registry.py
.py
"""Registry for memory store implementations.""" from dataclasses import dataclass from importlib import import_module from typing import Any, Callable, Dict, Type from schema_registry import register_memory_store_schema from utils.registry import Registry, RegistryEntry, RegistryError from entity.configs import Memo...
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ChatDev
runtime/node/agent/memory/memory_base.py
.py
"""Base memory abstractions with multimodal snapshots.""" from dataclasses import dataclass, field from typing import Any, Dict, List, Optional import time from entity.configs import MemoryAttachmentConfig, MemoryStoreConfig from entity.configs.node.memory import FileMemoryConfig, SimpleMemoryConfig from entity.enums...
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ChatDev
runtime/node/agent/memory/builtin_stores.py
.py
"""Register built-in memory stores.""" from entity.configs.node.memory import ( BlackboardMemoryConfig, FileMemoryConfig, Mem0MemoryConfig, SimpleMemoryConfig, MemoryStoreConfig, ) from runtime.node.agent.memory.blackboard_memory import BlackboardMemory from runtime.node.agent.memory.file_memory im...
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ChatDev
runtime/node/agent/memory/blackboard_memory.py
.py
"""Lightweight append-only Blackboard memory implementation.""" import json import os import time import uuid from typing import List from entity.configs import MemoryStoreConfig from entity.configs.node.memory import BlackboardMemoryConfig from runtime.node.agent.memory.memory_base import ( MemoryBase, Memor...
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ChatDev
runtime/node/agent/memory/embedding.py
.py
from abc import ABC, abstractmethod import re import logging from typing import List, Optional import openai from tenacity import ( retry, stop_after_attempt, wait_random_exponential, ) from entity.configs import EmbeddingConfig logger = logging.getLogger(__name__) class EmbeddingBase(ABC): def __i...
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ChatDev
runtime/node/agent/memory/file_memory.py
.py
""" FileMemory: Memory system for vectorizing and retrieving file contents """ import json import os import hashlib import logging from pathlib import Path from typing import List, Dict, Any import time import faiss import numpy as np from runtime.node.agent.memory.memory_base import ( MemoryBase, MemoryConte...
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ChatDev
runtime/node/agent/providers/gemini_provider.py
.py
"""Gemini provider implementation.""" import base64 import binascii import json import os import uuid from typing import Any, Dict, List, Optional, Sequence, Tuple from google import genai from google.genai import types as genai_types from google.genai.types import GenerateContentResponse from entity.messages import...
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ChatDev
runtime/node/agent/providers/__init__.py
.py
from .base import ModelProvider, ProviderRegistry from .response import ModelResponse __all__ = [ "ModelProvider", "ProviderRegistry", "ModelResponse", ]
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ChatDev
runtime/node/agent/providers/builtin_providers.py
.py
"""Register built-in agent providers.""" from runtime.node.agent.providers.base import ProviderRegistry from runtime.node.agent.providers.openai_provider import OpenAIProvider ProviderRegistry.register( "openai", OpenAIProvider, label="OpenAI", summary="OpenAI models via the official OpenAI SDK (resp...
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ChatDev
runtime/node/agent/providers/openai_provider.py
.py
"""OpenAI provider implementation.""" import base64 import hashlib import re import binascii import os from typing import Any, Dict, List, Optional, Union from urllib.parse import unquote_to_bytes import openai from openai import OpenAI from entity.messages import ( AttachmentRef, FunctionCallOutputEvent, ...
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ChatDev
runtime/node/agent/providers/base.py
.py
"""Abstract base classes for agent providers.""" from abc import ABC, abstractmethod from typing import Any, Dict, List, Optional from entity.configs import AgentConfig from entity.messages import Message from schema_registry import register_model_provider_schema from entity.tool_spec import ToolSpec from runtime.node...
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ChatDev
runtime/node/agent/providers/response.py
.py
"""Normalized provider response dataclasses.""" from dataclasses import dataclass from typing import Any from entity.messages import Message @dataclass class ModelResponse: """Represents a provider response with normalized message payload.""" message: Message raw_response: Any | None = None def ha...
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ChatDev
runtime/edge/processors/function_processor.py
.py
"""Payload processor that delegates to Python functions.""" from typing import Any, Callable, Mapping from entity.messages import Message from utils.log_manager import LogManager from utils.structured_logger import get_server_logger from .base import EdgePayloadProcessor, ProcessorFactoryContext from entity.configs.e...
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ChatDev
runtime/edge/processors/builtin_types.py
.py
"""Register built-in edge payload processors.""" from entity.configs.edge.edge_processor import ( RegexEdgeProcessorConfig, FunctionEdgeProcessorConfig, ) from .registry import register_edge_processor from .regex_processor import RegexEdgePayloadProcessor from .function_processor import FunctionEdgePayloadProc...
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ChatDev
runtime/edge/processors/__init__.py
.py
"""Public helpers for edge payload processors.""" from .base import EdgePayloadProcessor, ProcessorFactoryContext from .registry import build_edge_processor __all__ = [ "EdgePayloadProcessor", "ProcessorFactoryContext", "build_edge_processor", ]
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ChatDev
runtime/edge/processors/registry.py
.py
"""Registry helpers for edge payload processors.""" from dataclasses import dataclass from importlib import import_module from typing import Any, Dict, Type from schema_registry import register_edge_processor_schema from utils.registry import Registry, RegistryEntry, RegistryError from entity.configs.edge.edge_proces...
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ChatDev
runtime/edge/processors/regex_processor.py
.py
"""Regex-based payload processor.""" import re from typing import List from entity.messages import Message from utils.log_manager import LogManager from .base import EdgePayloadProcessor, ProcessorFactoryContext from entity.configs.edge.edge_processor import RegexEdgeProcessorConfig from runtime.node.executor import ...
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ChatDev
runtime/edge/processors/base.py
.py
"""Base classes for payload processors applied on edges.""" from abc import ABC, abstractmethod from dataclasses import dataclass from typing import Any, Generic, TypeVar from entity.messages import Message from runtime.node.executor import ExecutionContext from utils.log_manager import LogManager from utils.function...
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ChatDev
runtime/edge/conditions/builtin_types.py
.py
"""Register built-in edge condition manager implementations.""" from entity.configs.edge.edge_condition import ( FunctionEdgeConditionConfig, KeywordEdgeConditionConfig, ) from runtime.edge.conditions.registry import register_edge_condition from runtime.edge.conditions.function_manager import FunctionEdgeCondit...
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ChatDev
runtime/edge/conditions/__init__.py
.py
"""Edge condition registry utilities.""" from .base import EdgeConditionManager, ConditionFactoryContext from .registry import build_edge_condition_manager __all__ = [ "ConditionFactoryContext", "EdgeConditionManager", "build_edge_condition_manager", ]
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ChatDev
runtime/edge/conditions/registry.py
.py
"""Registry helpers for pluggable edge condition managers.""" from dataclasses import dataclass from importlib import import_module from typing import Any, Dict, Type from schema_registry import register_edge_condition_schema from utils.registry import Registry, RegistryEntry, RegistryError from entity.configs.edge.e...
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ChatDev
runtime/edge/conditions/function_manager.py
.py
"""FunctionEdgeManager centralizes function-based edge conditions.""" from typing import Callable, Optional from entity.configs.edge.edge_condition import FunctionEdgeConditionConfig from utils.structured_logger import get_server_logger from .base import ConditionFactoryContext from .base import EdgeConditionManager ...
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ChatDev
runtime/edge/conditions/keyword_manager.py
.py
"""KeywordEdgeManager implements declarative keyword conditions.""" import re from entity.configs.edge.edge_condition import KeywordEdgeConditionConfig from .base import ConditionFactoryContext from .base import EdgeConditionManager from ...node.executor import ExecutionContext class KeywordEdgeConditionManager(Edg...
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ChatDev
runtime/edge/conditions/base.py
.py
"""EdgeConditionManager abstraction that unifies edge condition compilation.""" from abc import ABC, abstractmethod from dataclasses import dataclass from typing import Any, Callable, Generic, TypeVar from entity.messages import Message, MessageRole from runtime.node.executor import ExecutionContext from utils.log_ma...
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ChatDev
schema_registry/__init__.py
.py
"""Public helpers for entity schema registries.""" from .registry import ( SchemaLookupError, SchemaRegistrationError, NodeSchemaSpec, EdgeConditionSchemaSpec, EdgeProcessorSchemaSpec, MemoryStoreSchemaSpec, ThinkingSchemaSpec, ModelProviderSchemaSpec, register_node_schema, regi...
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ChatDev
schema_registry/registry.py
.py
"""Schema registries for entity-layer configuration classes.""" from dataclasses import dataclass, field from typing import Any, Dict, Mapping, MutableMapping, Type from entity.configs.base import BaseConfig class SchemaLookupError(RuntimeError): """Raised when a requested schema spec is not registered.""" cla...
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spaCy
setup.py
.py
#!/usr/bin/env python from setuptools import Extension, setup, find_packages import sys import numpy from setuptools.command.build_ext import build_ext from sysconfig import get_path from pathlib import Path import shutil from Cython.Build import cythonize from Cython.Compiler import Options import os import subprocess...
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spaCy
website/setup/jinja_to_js.py
.py
# Forked from: https://github.com/jonbretman/jinja-to-js # With additional functionality: in/not in, replace, pprint, round, + for lists, # rendering empty dicts # This script is mostly used to generate the JavaScript function for the # training quickstart widget. import contextlib import json import re import os from ...
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spaCy
spacy/scorer.py
.py
from collections import defaultdict from typing import ( TYPE_CHECKING, Any, Callable, Dict, Iterable, List, Optional, Set, Tuple, ) import numpy as np from .errors import Errors from .morphology import Morphology from .tokens import Doc, Span, Token from .training import Example f...
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spaCy
spacy/errors.py
.py
import warnings from .compat import Literal class ErrorsWithCodes(type): def __getattribute__(self, code): msg = super().__getattribute__(code) if code.startswith("__"): # python system attributes like __class__ return msg else: return "[{code}] {msg}".format(code...
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spaCy
spacy/pipe_analysis.py
.py
from typing import TYPE_CHECKING, Dict, ItemsView, Iterable, List, Set, Union from wasabi import msg from .errors import Errors from .tokens import Doc, Span, Token from .util import dot_to_dict if TYPE_CHECKING: # This lets us add type hints for mypy etc. without causing circular imports from .language impo...
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spaCy
spacy/glossary.py
.py
import warnings from .errors import Warnings def explain(term): """Get a description for a given POS tag, dependency label or entity type. term (str): The term to explain. RETURNS (str): The explanation, or `None` if not found in the glossary. EXAMPLE: >>> spacy.explain(u'NORP') >>>...
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spaCy
spacy/language.py
.py
import functools import inspect import itertools import multiprocessing as mp import random import traceback import warnings from contextlib import ExitStack, contextmanager from copy import deepcopy from dataclasses import dataclass from itertools import chain, cycle from pathlib import Path from timeit import default...
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spaCy
spacy/util.py
.py
import functools import importlib import importlib.util import inspect import itertools import logging import os import re import shlex import shutil import socket import stat import subprocess import sys import tempfile import warnings from collections import defaultdict from contextlib import contextmanager from path...
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spaCy
spacy/__main__.py
.py
if __name__ == "__main__": from spacy.cli import setup_cli setup_cli()
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spaCy
spacy/__init__.py
.py
import sys from pathlib import Path from typing import Any, Dict, Iterable, Union # set library-specific custom warning handling before doing anything else from .errors import setup_default_warnings setup_default_warnings() # noqa: E402 # These are imported as part of the API from thinc.api import Config, prefer_gp...
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spaCy
spacy/ty.py
.py
from typing import ( TYPE_CHECKING, Any, Callable, Dict, Iterable, List, Optional, Sequence, ) from thinc.api import Model, Optimizer from .compat import Protocol, runtime_checkable if TYPE_CHECKING: from .language import Language from .training import Example @runtime_check...
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spaCy
spacy/lookups.py
.py
from collections import OrderedDict from pathlib import Path from typing import Any, Dict, List, Optional, Union import srsly from preshed.bloom import BloomFilter from .errors import Errors from .strings import get_string_id from .util import SimpleFrozenDict, ensure_path, load_language_data, registry UNSET = objec...
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spaCy
spacy/schemas.py
.py
import inspect from collections import defaultdict from enum import Enum from typing import ( TYPE_CHECKING, Any, Callable, Dict, Iterable, List, Optional, Tuple, Type, TypeVar, Union, ) from pydantic import ( BaseModel, ConfigDict, Field, StrictBool, Str...
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spaCy
spacy/compat.py
.py
"""Helpers for Python and platform compatibility.""" import sys from thinc.util import copy_array try: import cPickle as pickle except ImportError: import pickle # type: ignore[no-redef] try: import copy_reg except ImportError: import copyreg as copy_reg # type: ignore[no-redef] try: from cup...
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spaCy
spacy/registrations.py
.py
"""Centralized registry population for spaCy config This module centralizes registry decorations to prevent circular import issues with Cython annotation changes from __future__ import annotations. Functions remain in their original locations, but decoration is moved here. Component definitions and registrations are ...
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spaCy
spacy/about.py
.py
# fmt: off __title__ = "spacy" __version__ = "3.8.15" __download_url__ = "https://github.com/explosion/spacy-models/releases/download" __compatibility__ = "https://raw.githubusercontent.com/explosion/spacy-models/master/compatibility.json"
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spaCy
spacy/lang/norm_exceptions.py
.py
# These exceptions are used to add NORM values based on a token's ORTH value. # Individual languages can also add their own exceptions and overwrite them - # for example, British vs. American spelling in English. # Norms are only set if no alternative is provided in the tokenizer exceptions. # Note that this does not ...
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spaCy
spacy/lang/punctuation.py
.py
from .char_classes import ( ALPHA, ALPHA_LOWER, ALPHA_UPPER, COMBINING_DIACRITICS, CONCAT_QUOTES, CURRENCY, HYPHENS, LIST_CURRENCY, LIST_ELLIPSES, LIST_ICONS, LIST_PUNCT, LIST_QUOTES, PUNCT, UNITS, ) TOKENIZER_PREFIXES = ( ["§", "%", "=", "—", "–", r"\+(?![0-...
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spaCy
spacy/lang/char_classes.py
.py
split_chars = lambda char: list(char.strip().split(" ")) merge_chars = lambda char: char.strip().replace(" ", "|") group_chars = lambda char: char.strip().replace(" ", "") _ethiopic = r"\u1200-\u137F" _bengali = r"\u0980-\u09FF" _hebrew = r"\u0591-\u05F4\uFB1D-\uFB4F" _hindi = r"\u0900-\u097F" _kannada = r"\u0C80-...
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spaCy
spacy/lang/lex_attrs.py
.py
import re import unicodedata from typing import Set from .. import attrs from .tokenizer_exceptions import URL_MATCH _like_email = re.compile(r"([a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+)").match _tlds = set( "com|org|edu|gov|net|mil|aero|asia|biz|cat|coop|info|int|jobs|mobi|museum|" "name|pro|tel|travel...
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spaCy
spacy/lang/tokenizer_exceptions.py
.py
import re from ..symbols import NORM, ORTH from .char_classes import ALPHA_LOWER # URL validation regex courtesy of: https://mathiasbynens.be/demo/url-regex # and https://gist.github.com/dperini/729294 (Diego Perini, MIT License) # A few mods to this regex to account for use cases represented in test_urls URL_PATTERN...
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spaCy
spacy/lang/it/punctuation.py
.py
from ..char_classes import ( ALPHA, ALPHA_LOWER, ALPHA_UPPER, CONCAT_QUOTES, HYPHENS, LIST_ELLIPSES, LIST_ICONS, ) from ..punctuation import TOKENIZER_PREFIXES as BASE_TOKENIZER_PREFIXES ELISION = "'’" _prefixes = [r"'[0-9][0-9]", r"[0-9]+°"] + BASE_TOKENIZER_PREFIXES _infixes = ( L...
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spaCy
spacy/lang/it/__init__.py
.py
from typing import Callable, Optional from thinc.api import Model from ...language import BaseDefaults, Language from .lemmatizer import ItalianLemmatizer from .punctuation import TOKENIZER_INFIXES, TOKENIZER_PREFIXES from .stop_words import STOP_WORDS from .syntax_iterators import SYNTAX_ITERATORS from .tokenizer_ex...
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spaCy
spacy/lang/it/stop_words.py
.py
STOP_WORDS = set( """ a abbastanza abbia abbiamo abbiano abbiate accidenti ad adesso affinche agl agli ahime ahimè ai al alcuna alcuni alcuno all alla alle allo allora altri altrimenti altro altrove altrui anche ancora anni anno ansa anticipo assai attesa attraverso avanti avemmo avendo avente aver avere averlo ave...
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spaCy
spacy/lang/it/syntax_iterators.py
.py
from typing import Iterator, Tuple, Union from ...errors import Errors from ...symbols import NOUN, PRON, PROPN from ...tokens import Doc, Span def noun_chunks(doclike: Union[Doc, Span]) -> Iterator[Tuple[int, int, int]]: """ Detect base noun phrases from a dependency parse. Works on both Doc and Span. "...
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spaCy
spacy/lang/it/examples.py
.py
""" Example sentences to test spaCy and its language models. >>> from spacy.lang.it.examples import sentences >>> docs = nlp.pipe(sentences) """ sentences = [ "Apple vuole comprare una startup del Regno Unito per un miliardo di dollari", "Le automobili a guida autonoma spostano la responsabilità assicurativa ...
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spaCy
spacy/lang/it/lemmatizer.py
.py
from typing import Dict, List, Tuple from ...pipeline import Lemmatizer from ...tokens import Token class ItalianLemmatizer(Lemmatizer): """This lemmatizer was adapted from the Polish one (version of April 2021). It implements lookup lemmatization based on the morphological lexicon morph-it (Baroni and Z...
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spaCy
spacy/lang/it/tokenizer_exceptions.py
.py
from ...symbols import ORTH from ...util import update_exc from ..tokenizer_exceptions import BASE_EXCEPTIONS _exc = { "all'art.": [{ORTH: "all'"}, {ORTH: "art."}], "dall'art.": [{ORTH: "dall'"}, {ORTH: "art."}], "dell'art.": [{ORTH: "dell'"}, {ORTH: "art."}], "L'art.": [{ORTH: "L'"}, {ORTH: "art."}], ...
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spaCy
spacy/lang/lg/punctuation.py
.py
from ..char_classes import ( ALPHA, ALPHA_LOWER, ALPHA_UPPER, CONCAT_QUOTES, HYPHENS, LIST_ELLIPSES, LIST_ICONS, ) _infixes = ( LIST_ELLIPSES + LIST_ICONS + [ r"(?<=[0-9])[+\-\*^](?=[0-9-])", r"(?<=[{al}{q}])\.(?=[{au}{q}])".format( al=ALPHA_LOWER, au...
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576
spaCy
spacy/lang/lg/__init__.py
.py
from ...language import BaseDefaults, Language from .lex_attrs import LEX_ATTRS from .punctuation import TOKENIZER_INFIXES from .stop_words import STOP_WORDS class LugandaDefaults(BaseDefaults): lex_attr_getters = LEX_ATTRS infixes = TOKENIZER_INFIXES stop_words = STOP_WORDS class Luganda(Language): ...
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spaCy
spacy/lang/lg/stop_words.py
.py
STOP_WORDS = set( """ abadde abalala abamu abangi abava ajja ali alina ani anti ateekeddwa atewamu atya awamu aweebwa ayinza ba baali babadde babalina bajja bajjanewankubade bali balina bandi bangi bano bateekeddwa baweebwa bayina bebombi beera bibye bimu bingi bino bo bokka bonna buli bulijjo bulungi bwabwe bwaffe...
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spaCy
spacy/lang/lg/lex_attrs.py
.py
from ...attrs import LIKE_NUM _num_words = [ "nnooti", # Zero "zeero", # zero "emu", # one "bbiri", # two "ssatu", # three "nnya", # four "ttaano", # five "mukaaga", # six "musanvu", # seven "munaana", # eight "mwenda", # nine "kkumi", # ten "kkumi n'emu"...
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