177 lines
7.5 KiB
Python
177 lines
7.5 KiB
Python
import json
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import logging
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import os
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import random
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import re
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import string
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import time
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import uuid
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from datetime import datetime, timedelta, timezone
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from typing import List
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from unittest.mock import AsyncMock, Mock, patch
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import pytest
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from _pytest.python_api import approx
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from anthropic.types.beta import BetaMessage
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from anthropic.types.beta.messages import BetaMessageBatchIndividualResponse, BetaMessageBatchSucceededResult
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# Import shared fixtures and constants from conftest
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from conftest import (
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CREATE_DELAY_SQLITE,
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DEFAULT_EMBEDDING_CONFIG,
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USING_SQLITE,
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)
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from openai.types.chat.chat_completion_message_tool_call import ChatCompletionMessageToolCall as OpenAIToolCall, Function as OpenAIFunction
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from sqlalchemy import func, select
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from sqlalchemy.exc import IntegrityError, InvalidRequestError
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from sqlalchemy.orm.exc import StaleDataError
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from letta.config import LettaConfig
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from letta.constants import (
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BASE_MEMORY_TOOLS,
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BASE_SLEEPTIME_TOOLS,
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BASE_TOOLS,
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BASE_VOICE_SLEEPTIME_CHAT_TOOLS,
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BASE_VOICE_SLEEPTIME_TOOLS,
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BUILTIN_TOOLS,
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DEFAULT_ORG_ID,
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DEFAULT_ORG_NAME,
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FILES_TOOLS,
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LETTA_TOOL_EXECUTION_DIR,
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LETTA_TOOL_SET,
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LOCAL_ONLY_MULTI_AGENT_TOOLS,
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MCP_TOOL_TAG_NAME_PREFIX,
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MULTI_AGENT_TOOLS,
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)
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from letta.data_sources.redis_client import NoopAsyncRedisClient, get_redis_client
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from letta.errors import LettaAgentNotFoundError
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from letta.functions.functions import derive_openai_json_schema, parse_source_code
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from letta.functions.mcp_client.types import MCPTool
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from letta.helpers import ToolRulesSolver
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from letta.helpers.datetime_helpers import AsyncTimer
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from letta.jobs.types import ItemUpdateInfo, RequestStatusUpdateInfo, StepStatusUpdateInfo
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from letta.orm import Base, Block
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from letta.orm.block_history import BlockHistory
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from letta.orm.errors import NoResultFound, UniqueConstraintViolationError
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from letta.orm.file import FileContent as FileContentModel, FileMetadata as FileMetadataModel
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from letta.schemas.agent import CreateAgent, UpdateAgent
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from letta.schemas.block import Block as PydanticBlock, BlockUpdate, CreateBlock
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from letta.schemas.embedding_config import EmbeddingConfig
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from letta.schemas.enums import (
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ActorType,
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AgentStepStatus,
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FileProcessingStatus,
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JobStatus,
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JobType,
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MessageRole,
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ProviderType,
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SandboxType,
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StepStatus,
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TagMatchMode,
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ToolType,
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VectorDBProvider,
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)
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from letta.schemas.environment_variables import SandboxEnvironmentVariableCreate, SandboxEnvironmentVariableUpdate
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from letta.schemas.file import FileMetadata, FileMetadata as PydanticFileMetadata
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from letta.schemas.identity import IdentityCreate, IdentityProperty, IdentityPropertyType, IdentityType, IdentityUpdate, IdentityUpsert
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from letta.schemas.job import BatchJob, Job, Job as PydanticJob, JobUpdate, LettaRequestConfig
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from letta.schemas.letta_message import UpdateAssistantMessage, UpdateReasoningMessage, UpdateSystemMessage, UpdateUserMessage
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from letta.schemas.letta_message_content import TextContent
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from letta.schemas.letta_stop_reason import LettaStopReason, StopReasonType
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from letta.schemas.llm_batch_job import AgentStepState, LLMBatchItem
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from letta.schemas.llm_config import LLMConfig
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from letta.schemas.message import Message as PydanticMessage, MessageCreate, MessageUpdate
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from letta.schemas.openai.chat_completion_response import UsageStatistics
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from letta.schemas.organization import Organization, Organization as PydanticOrganization, OrganizationUpdate
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from letta.schemas.passage import Passage as PydanticPassage
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from letta.schemas.pip_requirement import PipRequirement
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from letta.schemas.run import Run as PydanticRun
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from letta.schemas.sandbox_config import E2BSandboxConfig, LocalSandboxConfig, SandboxConfigCreate, SandboxConfigUpdate
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from letta.schemas.source import Source as PydanticSource, SourceUpdate
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from letta.schemas.tool import Tool as PydanticTool, ToolCreate, ToolUpdate
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from letta.schemas.tool_rule import InitToolRule
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from letta.schemas.user import User as PydanticUser, UserUpdate
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from letta.server.db import db_registry
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from letta.server.server import SyncServer
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from letta.services.block_manager import BlockManager
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from letta.services.helpers.agent_manager_helper import calculate_base_tools, calculate_multi_agent_tools, validate_agent_exists_async
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from letta.services.step_manager import FeedbackType
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from letta.settings import settings, tool_settings
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from letta.utils import calculate_file_defaults_based_on_context_window
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from tests.helpers.utils import comprehensive_agent_checks, validate_context_window_overview
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from tests.utils import random_string
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@pytest.mark.asyncio
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async def test_create_internal_template_objects(server: SyncServer, default_user):
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"""Test creating agents, groups, and blocks with template-related fields."""
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from letta.schemas.agent import InternalTemplateAgentCreate
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from letta.schemas.block import Block, InternalTemplateBlockCreate
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from letta.schemas.group import InternalTemplateGroupCreate, RoundRobinManager
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base_template_id = "base_123"
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template_id = "template_456"
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deployment_id = "deploy_789"
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entity_id = "entity_012"
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# Create agent with template fields (use sarah_agent as base, then create new one)
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agent = await server.agent_manager.create_agent_async(
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InternalTemplateAgentCreate(
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name="template-agent",
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agent_type="memgpt_v2_agent",
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base_template_id=base_template_id,
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template_id=template_id,
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deployment_id=deployment_id,
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entity_id=entity_id,
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llm_config=LLMConfig.default_config("gpt-4o-mini"),
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embedding_config=EmbeddingConfig.default_config(provider="openai"),
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include_base_tools=False,
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),
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actor=default_user,
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)
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# Verify agent template fields
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assert agent.base_template_id == base_template_id
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assert agent.template_id == template_id
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assert agent.deployment_id == deployment_id
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assert agent.entity_id == entity_id
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# Create block with template fields
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block_create = InternalTemplateBlockCreate(
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label="template_block",
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value="Test block",
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base_template_id=base_template_id,
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template_id=template_id,
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deployment_id=deployment_id,
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entity_id=entity_id,
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)
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block = await server.block_manager.create_or_update_block_async(Block(**block_create.model_dump()), actor=default_user)
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# Verify block template fields
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assert block.base_template_id == base_template_id
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assert block.template_id == template_id
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assert block.deployment_id == deployment_id
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assert block.entity_id == entity_id
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# Create group with template fields (no entity_id for groups)
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group = await server.group_manager.create_group_async(
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InternalTemplateGroupCreate(
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agent_ids=[agent.id],
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description="Template group",
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base_template_id=base_template_id,
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template_id=template_id,
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deployment_id=deployment_id,
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manager_config=RoundRobinManager(),
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),
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actor=default_user,
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)
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# Verify group template fields and basic functionality
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assert group.description == "Template group"
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assert agent.id in group.agent_ids
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assert group.base_template_id == base_template_id
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assert group.template_id == template_id
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assert group.deployment_id == deployment_id
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# Clean up
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await server.group_manager.delete_group_async(group.id, actor=default_user)
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await server.block_manager.delete_block_async(block.id, actor=default_user)
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await server.agent_manager.delete_agent_async(agent.id, actor=default_user)
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