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Add @persist decorator with FlowPersistence interface (#1892)
* Add @persist decorator with SQLite persistence - Add FlowPersistence abstract base class - Implement SQLiteFlowPersistence backend - Add @persist decorator for flow state persistence - Add tests for flow persistence functionality Co-Authored-By: Joe Moura <joao@crewai.com> * Fix remaining merge conflicts in uv.lock - Remove stray merge conflict markers - Keep main's comprehensive platform-specific resolution markers - Preserve all required dependencies for persistence functionality Co-Authored-By: Joe Moura <joao@crewai.com> * Fix final CUDA dependency conflicts in uv.lock - Resolve NVIDIA CUDA solver dependency conflicts - Use main's comprehensive platform checks - Ensure all merge conflict markers are removed - Preserve persistence-related dependencies Co-Authored-By: Joe Moura <joao@crewai.com> * Fix nvidia-cusparse-cu12 dependency conflicts in uv.lock - Resolve NVIDIA CUSPARSE dependency conflicts - Use main's comprehensive platform checks - Complete systematic check of entire uv.lock file - Ensure all merge conflict markers are removed Co-Authored-By: Joe Moura <joao@crewai.com> * Fix triton filelock dependency conflicts in uv.lock - Resolve triton package filelock dependency conflict - Use main's comprehensive platform checks - Complete final systematic check of entire uv.lock file - Ensure TOML file structure is valid Co-Authored-By: Joe Moura <joao@crewai.com> * Fix merge conflict in crew_test.py - Remove duplicate assertion in test_multimodal_agent_live_image_analysis - Clean up conflict markers - Preserve test functionality Co-Authored-By: Joe Moura <joao@crewai.com> * Clean up trailing merge conflict marker in crew_test.py - Remove remaining conflict marker at end of file - Preserve test functionality - Complete conflict resolution Co-Authored-By: Joe Moura <joao@crewai.com> * Improve type safety in persistence implementation and resolve merge conflicts Co-Authored-By: Joe Moura <joao@crewai.com> * fix: Add explicit type casting in _create_initial_state method Co-Authored-By: Joe Moura <joao@crewai.com> * fix: Improve type safety in flow state handling with proper validation Co-Authored-By: Joe Moura <joao@crewai.com> * fix: Improve type system with proper TypeVar scoping and validation Co-Authored-By: Joe Moura <joao@crewai.com> * fix: Improve state restoration logic and add comprehensive tests Co-Authored-By: Joe Moura <joao@crewai.com> * fix: Initialize FlowState instances without passing id to constructor Co-Authored-By: Joe Moura <joao@crewai.com> * feat: Add class-level flow persistence decorator with SQLite default - Add class-level @persist decorator support - Set SQLiteFlowPersistence as default backend - Use db_storage_path for consistent database location - Improve async method handling and type safety - Add comprehensive docstrings and examples Co-Authored-By: Joe Moura <joao@crewai.com> * fix: Sort imports in decorators.py to fix lint error Co-Authored-By: Joe Moura <joao@crewai.com> * style: Organize imports according to PEP 8 standard Co-Authored-By: Joe Moura <joao@crewai.com> * style: Format typing imports with line breaks for better readability Co-Authored-By: Joe Moura <joao@crewai.com> * style: Simplify import organization to fix lint error Co-Authored-By: Joe Moura <joao@crewai.com> * style: Fix import sorting using Ruff auto-fix Co-Authored-By: Joe Moura <joao@crewai.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Co-authored-by: Joe Moura <joao@crewai.com> Co-authored-by: João Moura <joaomdmoura@gmail.com>
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Devin AI
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124
src/crewai/flow/persistence/sqlite.py
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124
src/crewai/flow/persistence/sqlite.py
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"""
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SQLite-based implementation of flow state persistence.
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"""
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import json
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import os
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import sqlite3
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import tempfile
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from datetime import datetime
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from typing import Any, Dict, Optional, Union
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from pydantic import BaseModel
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from crewai.flow.persistence.base import FlowPersistence
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class SQLiteFlowPersistence(FlowPersistence):
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"""SQLite-based implementation of flow state persistence.
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This class provides a simple, file-based persistence implementation using SQLite.
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It's suitable for development and testing, or for production use cases with
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moderate performance requirements.
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"""
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db_path: str # Type annotation for instance variable
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def __init__(self, db_path: Optional[str] = None):
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"""Initialize SQLite persistence.
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Args:
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db_path: Path to the SQLite database file. If not provided, uses
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db_storage_path() from utilities.paths.
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Raises:
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ValueError: If db_path is invalid
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"""
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from crewai.utilities.paths import db_storage_path
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# Get path from argument or default location
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path = db_path or db_storage_path()
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if not path:
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raise ValueError("Database path must be provided")
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self.db_path = path # Now mypy knows this is str
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self.init_db()
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def init_db(self) -> None:
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"""Create the necessary tables if they don't exist."""
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with sqlite3.connect(self.db_path) as conn:
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conn.execute("""
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CREATE TABLE IF NOT EXISTS flow_states (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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flow_uuid TEXT NOT NULL,
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method_name TEXT NOT NULL,
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timestamp DATETIME NOT NULL,
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state_json TEXT NOT NULL
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)
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""")
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# Add index for faster UUID lookups
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conn.execute("""
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CREATE INDEX IF NOT EXISTS idx_flow_states_uuid
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ON flow_states(flow_uuid)
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""")
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def save_state(
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self,
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flow_uuid: str,
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method_name: str,
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state_data: Union[Dict[str, Any], BaseModel],
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) -> None:
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"""Save the current flow state to SQLite.
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Args:
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flow_uuid: Unique identifier for the flow instance
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method_name: Name of the method that just completed
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state_data: Current state data (either dict or Pydantic model)
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"""
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# Convert state_data to dict, handling both Pydantic and dict cases
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if isinstance(state_data, BaseModel):
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state_dict = dict(state_data) # Use dict() for better type compatibility
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elif isinstance(state_data, dict):
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state_dict = state_data
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else:
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raise ValueError(
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f"state_data must be either a Pydantic BaseModel or dict, got {type(state_data)}"
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)
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with sqlite3.connect(self.db_path) as conn:
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conn.execute("""
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INSERT INTO flow_states (
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flow_uuid,
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method_name,
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timestamp,
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state_json
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) VALUES (?, ?, ?, ?)
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""", (
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flow_uuid,
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method_name,
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datetime.utcnow().isoformat(),
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json.dumps(state_dict),
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))
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def load_state(self, flow_uuid: str) -> Optional[Dict[str, Any]]:
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"""Load the most recent state for a given flow UUID.
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Args:
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flow_uuid: Unique identifier for the flow instance
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Returns:
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The most recent state as a dictionary, or None if no state exists
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"""
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with sqlite3.connect(self.db_path) as conn:
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cursor = conn.execute("""
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SELECT state_json
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FROM flow_states
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WHERE flow_uuid = ?
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ORDER BY id DESC
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LIMIT 1
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""", (flow_uuid,))
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row = cursor.fetchone()
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if row:
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return json.loads(row[0])
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return None
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