|
| 1 | +"""DynamoDB-based session manager for cloud storage.""" |
| 2 | + |
| 3 | +import logging |
| 4 | +from typing import Any, List, Optional |
| 5 | + |
| 6 | +import boto3 |
| 7 | +from boto3.dynamodb.types import TypeDeserializer, TypeSerializer |
| 8 | +from botocore.config import Config as BotocoreConfig |
| 9 | +from botocore.exceptions import ClientError |
| 10 | + |
| 11 | +from .. import _identifier |
| 12 | +from ..types.exceptions import SessionException |
| 13 | +from ..types.session import Session, SessionAgent, SessionMessage |
| 14 | +from .repository_session_manager import RepositorySessionManager |
| 15 | +from .session_repository import SessionRepository |
| 16 | + |
| 17 | +logger = logging.getLogger(__name__) |
| 18 | + |
| 19 | + |
| 20 | +class DynamoDBSessionManager(RepositorySessionManager, SessionRepository): |
| 21 | + """DynamoDB-based session manager for cloud storage. |
| 22 | +
|
| 23 | + Uses a single table design with the following structure: |
| 24 | + - PK (HASH): session_<session_id> |
| 25 | + - SK (RANGE): session | agent_<agent_id> | agent_<agent_id>#message_<message_id> |
| 26 | +
|
| 27 | + Example: |
| 28 | + ``` |
| 29 | + ┌─────────────────┬──────────────────────────┬─────────────────┬──────────────────┐ |
| 30 | + │ PK │ SK │ entity_type │ data │ |
| 31 | + ├─────────────────┼──────────────────────────┼─────────────────┼──────────────────┤ |
| 32 | + │ session_abc123 │ session │ SESSION │ {session_json} │ |
| 33 | + │ session_abc123 │ agent_agent1 │ AGENT │ {agent_json} │ |
| 34 | + │ session_abc123 │ agent_agent1#message_0 │ MESSAGE │ {message_json} │ |
| 35 | + │ session_abc123 │ agent_agent1#message_1 │ MESSAGE │ {message_json} │ |
| 36 | + └─────────────────┴──────────────────────────┴─────────────────┴──────────────────┘ |
| 37 | + ``` |
| 38 | + """ |
| 39 | + |
| 40 | + def __init__( |
| 41 | + self, |
| 42 | + session_id: str, |
| 43 | + table_name: str, |
| 44 | + boto_session: Optional[boto3.Session] = None, |
| 45 | + boto_client_config: Optional[BotocoreConfig] = None, |
| 46 | + region_name: Optional[str] = None, |
| 47 | + **kwargs: Any, |
| 48 | + ): |
| 49 | + """Initialize DynamoDBSessionManager. |
| 50 | +
|
| 51 | + Args: |
| 52 | + session_id: ID for the session |
| 53 | + table_name: DynamoDB table name |
| 54 | + boto_session: Optional boto3 session |
| 55 | + boto_client_config: Optional boto3 client configuration |
| 56 | + region_name: AWS region for DynamoDB |
| 57 | + **kwargs: Additional keyword arguments for future extensibility. |
| 58 | + """ |
| 59 | + self.table_name = table_name |
| 60 | + |
| 61 | + session = boto_session or boto3.Session(region_name=region_name) |
| 62 | + |
| 63 | + # Add strands-agents to the request user agent |
| 64 | + if boto_client_config: |
| 65 | + existing_user_agent = getattr(boto_client_config, "user_agent_extra", None) |
| 66 | + # Append 'strands-agents' to existing user_agent_extra or set it if not present |
| 67 | + if existing_user_agent: |
| 68 | + new_user_agent = f"{existing_user_agent} strands-agents" |
| 69 | + else: |
| 70 | + new_user_agent = "strands-agents" |
| 71 | + client_config = boto_client_config.merge(BotocoreConfig(user_agent_extra=new_user_agent)) |
| 72 | + else: |
| 73 | + client_config = BotocoreConfig(user_agent_extra="strands-agents") |
| 74 | + |
| 75 | + self.client = session.client(service_name="dynamodb", config=client_config) |
| 76 | + self.serializer = TypeSerializer() |
| 77 | + self.deserializer = TypeDeserializer() |
| 78 | + super().__init__(session_id=session_id, session_repository=self) |
| 79 | + |
| 80 | + def _validate_dynamodb_id(self, id_: str, id_type: _identifier.Identifier) -> str: |
| 81 | + """Validate ID for DynamoDB key structure. |
| 82 | +
|
| 83 | + Args: |
| 84 | + id_: ID to validate |
| 85 | + id_type: Type of ID for error messages |
| 86 | +
|
| 87 | + Returns: |
| 88 | + Validated ID |
| 89 | +
|
| 90 | + Raises: |
| 91 | + ValueError: If ID contains characters that would break DynamoDB key structure |
| 92 | + """ |
| 93 | + if "_" in id_ or "#" in id_: |
| 94 | + raise ValueError(f"{id_type.value}_id={id_} | id cannot contain underscore (_) or hash (#) characters") |
| 95 | + return id_ |
| 96 | + |
| 97 | + def _get_session_pk(self, session_id: str) -> str: |
| 98 | + """Get session partition key.""" |
| 99 | + session_id = self._validate_dynamodb_id(session_id, _identifier.Identifier.SESSION) |
| 100 | + return f"session_{session_id}" |
| 101 | + |
| 102 | + def _get_session_sk(self) -> str: |
| 103 | + """Get session sort key.""" |
| 104 | + return "session" |
| 105 | + |
| 106 | + def _get_agent_sk(self, agent_id: str) -> str: |
| 107 | + """Get agent sort key.""" |
| 108 | + agent_id = self._validate_dynamodb_id(agent_id, _identifier.Identifier.AGENT) |
| 109 | + return f"agent_{agent_id}" |
| 110 | + |
| 111 | + def _get_message_sk(self, agent_id: str, message_id: int) -> str: |
| 112 | + """Get message sort key.""" |
| 113 | + if not isinstance(message_id, int): |
| 114 | + raise ValueError(f"message_id=<{message_id}> | message id must be an integer") |
| 115 | + agent_id = self._validate_dynamodb_id(agent_id, _identifier.Identifier.AGENT) |
| 116 | + return f"agent_{agent_id}#message_{message_id}" |
| 117 | + |
| 118 | + def create_session(self, session: Session, **kwargs: Any) -> Session: |
| 119 | + """Create a new session in DynamoDB.""" |
| 120 | + pk = self._get_session_pk(session.session_id) |
| 121 | + sk = self._get_session_sk() |
| 122 | + |
| 123 | + try: |
| 124 | + self.client.put_item( |
| 125 | + TableName=self.table_name, |
| 126 | + Item={ |
| 127 | + "PK": {"S": pk}, |
| 128 | + "SK": {"S": sk}, |
| 129 | + "entity_type": {"S": "SESSION"}, |
| 130 | + "data": self.serializer.serialize(session.to_dict()), |
| 131 | + }, |
| 132 | + ConditionExpression="attribute_not_exists(PK)", |
| 133 | + ) |
| 134 | + return session |
| 135 | + except ClientError as e: |
| 136 | + if e.response["Error"]["Code"] == "ConditionalCheckFailedException": |
| 137 | + raise SessionException(f"Session {session.session_id} already exists") from e |
| 138 | + raise SessionException(f"DynamoDB error creating session: {e}") from e |
| 139 | + |
| 140 | + def read_session(self, session_id: str, **kwargs: Any) -> Optional[Session]: |
| 141 | + """Read session data from DynamoDB.""" |
| 142 | + pk = self._get_session_pk(session_id) |
| 143 | + sk = self._get_session_sk() |
| 144 | + |
| 145 | + try: |
| 146 | + response = self.client.get_item(TableName=self.table_name, Key={"PK": {"S": pk}, "SK": {"S": sk}}) |
| 147 | + if "Item" not in response: |
| 148 | + return None |
| 149 | + |
| 150 | + data = self.deserializer.deserialize(response["Item"]["data"]) |
| 151 | + return Session.from_dict(data) |
| 152 | + except ClientError as e: |
| 153 | + raise SessionException(f"DynamoDB error reading session: {e}") from e |
| 154 | + |
| 155 | + def delete_session(self, session_id: str, **kwargs: Any) -> None: |
| 156 | + """Delete session and all associated data from DynamoDB.""" |
| 157 | + pk = self._get_session_pk(session_id) |
| 158 | + |
| 159 | + try: |
| 160 | + # Query all items for this session |
| 161 | + response = self.client.query( |
| 162 | + TableName=self.table_name, |
| 163 | + KeyConditionExpression="PK = :pk", |
| 164 | + ExpressionAttributeValues={":pk": {"S": pk}}, |
| 165 | + ) |
| 166 | + |
| 167 | + if not response["Items"]: |
| 168 | + raise SessionException(f"Session {session_id} does not exist") |
| 169 | + |
| 170 | + # Delete all items in batches |
| 171 | + for i in range(0, len(response["Items"]), 25): |
| 172 | + batch = response["Items"][i : i + 25] |
| 173 | + delete_requests = [{"DeleteRequest": {"Key": {"PK": item["PK"], "SK": item["SK"]}}} for item in batch] |
| 174 | + self.client.batch_write_item(RequestItems={self.table_name: delete_requests}) |
| 175 | + |
| 176 | + except ClientError as e: |
| 177 | + raise SessionException(f"DynamoDB error deleting session: {e}") from e |
| 178 | + |
| 179 | + def create_agent(self, session_id: str, session_agent: SessionAgent, **kwargs: Any) -> None: |
| 180 | + """Create a new agent in DynamoDB.""" |
| 181 | + pk = self._get_session_pk(session_id) |
| 182 | + sk = self._get_agent_sk(session_agent.agent_id) |
| 183 | + |
| 184 | + try: |
| 185 | + self.client.put_item( |
| 186 | + TableName=self.table_name, |
| 187 | + Item={ |
| 188 | + "PK": {"S": pk}, |
| 189 | + "SK": {"S": sk}, |
| 190 | + "entity_type": {"S": "AGENT"}, |
| 191 | + "data": self.serializer.serialize(session_agent.to_dict()), |
| 192 | + }, |
| 193 | + ) |
| 194 | + except ClientError as e: |
| 195 | + raise SessionException(f"DynamoDB error creating agent: {e}") from e |
| 196 | + |
| 197 | + def read_agent(self, session_id: str, agent_id: str, **kwargs: Any) -> Optional[SessionAgent]: |
| 198 | + """Read agent data from DynamoDB.""" |
| 199 | + pk = self._get_session_pk(session_id) |
| 200 | + sk = self._get_agent_sk(agent_id) |
| 201 | + |
| 202 | + try: |
| 203 | + response = self.client.get_item(TableName=self.table_name, Key={"PK": {"S": pk}, "SK": {"S": sk}}) |
| 204 | + if "Item" not in response: |
| 205 | + return None |
| 206 | + |
| 207 | + data = self.deserializer.deserialize(response["Item"]["data"]) |
| 208 | + return SessionAgent.from_dict(data) |
| 209 | + except ClientError as e: |
| 210 | + raise SessionException(f"DynamoDB error reading agent: {e}") from e |
| 211 | + |
| 212 | + def update_agent(self, session_id: str, session_agent: SessionAgent, **kwargs: Any) -> None: |
| 213 | + """Update agent data in DynamoDB.""" |
| 214 | + previous_agent = self.read_agent(session_id=session_id, agent_id=session_agent.agent_id) |
| 215 | + if previous_agent is None: |
| 216 | + raise SessionException(f"Agent {session_agent.agent_id} in session {session_id} does not exist") |
| 217 | + |
| 218 | + # Preserve creation timestamp |
| 219 | + session_agent.created_at = previous_agent.created_at |
| 220 | + |
| 221 | + pk = self._get_session_pk(session_id) |
| 222 | + sk = self._get_agent_sk(session_agent.agent_id) |
| 223 | + |
| 224 | + try: |
| 225 | + self.client.put_item( |
| 226 | + TableName=self.table_name, |
| 227 | + Item={ |
| 228 | + "PK": {"S": pk}, |
| 229 | + "SK": {"S": sk}, |
| 230 | + "entity_type": {"S": "AGENT"}, |
| 231 | + "data": self.serializer.serialize(session_agent.to_dict()), |
| 232 | + }, |
| 233 | + ) |
| 234 | + except ClientError as e: |
| 235 | + raise SessionException(f"DynamoDB error updating agent: {e}") from e |
| 236 | + |
| 237 | + def create_message(self, session_id: str, agent_id: str, session_message: SessionMessage, **kwargs: Any) -> None: |
| 238 | + """Create a new message in DynamoDB.""" |
| 239 | + pk = self._get_session_pk(session_id) |
| 240 | + sk = self._get_message_sk(agent_id, session_message.message_id) |
| 241 | + |
| 242 | + try: |
| 243 | + self.client.put_item( |
| 244 | + TableName=self.table_name, |
| 245 | + Item={ |
| 246 | + "PK": {"S": pk}, |
| 247 | + "SK": {"S": sk}, |
| 248 | + "entity_type": {"S": "MESSAGE"}, |
| 249 | + "data": self.serializer.serialize(session_message.to_dict()), |
| 250 | + }, |
| 251 | + ) |
| 252 | + except ClientError as e: |
| 253 | + raise SessionException(f"DynamoDB error creating message: {e}") from e |
| 254 | + |
| 255 | + def read_message(self, session_id: str, agent_id: str, message_id: int, **kwargs: Any) -> Optional[SessionMessage]: |
| 256 | + """Read message data from DynamoDB.""" |
| 257 | + pk = self._get_session_pk(session_id) |
| 258 | + sk = self._get_message_sk(agent_id, message_id) |
| 259 | + |
| 260 | + try: |
| 261 | + response = self.client.get_item(TableName=self.table_name, Key={"PK": {"S": pk}, "SK": {"S": sk}}) |
| 262 | + if "Item" not in response: |
| 263 | + return None |
| 264 | + |
| 265 | + data = self.deserializer.deserialize(response["Item"]["data"]) |
| 266 | + return SessionMessage.from_dict(data) |
| 267 | + except ClientError as e: |
| 268 | + raise SessionException(f"DynamoDB error reading message: {e}") from e |
| 269 | + |
| 270 | + def update_message(self, session_id: str, agent_id: str, session_message: SessionMessage, **kwargs: Any) -> None: |
| 271 | + """Update message data in DynamoDB.""" |
| 272 | + previous_message = self.read_message( |
| 273 | + session_id=session_id, agent_id=agent_id, message_id=session_message.message_id |
| 274 | + ) |
| 275 | + if previous_message is None: |
| 276 | + raise SessionException(f"Message {session_message.message_id} does not exist") |
| 277 | + |
| 278 | + # Preserve creation timestamp |
| 279 | + session_message.created_at = previous_message.created_at |
| 280 | + |
| 281 | + pk = self._get_session_pk(session_id) |
| 282 | + sk = self._get_message_sk(agent_id, session_message.message_id) |
| 283 | + |
| 284 | + try: |
| 285 | + self.client.put_item( |
| 286 | + TableName=self.table_name, |
| 287 | + Item={ |
| 288 | + "PK": {"S": pk}, |
| 289 | + "SK": {"S": sk}, |
| 290 | + "entity_type": {"S": "MESSAGE"}, |
| 291 | + "data": self.serializer.serialize(session_message.to_dict()), |
| 292 | + }, |
| 293 | + ) |
| 294 | + except ClientError as e: |
| 295 | + raise SessionException(f"DynamoDB error updating message: {e}") from e |
| 296 | + |
| 297 | + def list_messages( |
| 298 | + self, session_id: str, agent_id: str, limit: Optional[int] = None, offset: int = 0, **kwargs: Any |
| 299 | + ) -> List[SessionMessage]: |
| 300 | + """List messages for an agent with pagination from DynamoDB.""" |
| 301 | + pk = self._get_session_pk(session_id) |
| 302 | + agent_prefix = f"agent_{self._validate_dynamodb_id(agent_id, _identifier.Identifier.AGENT)}#message_" |
| 303 | + |
| 304 | + try: |
| 305 | + # Query messages for this agent |
| 306 | + response = self.client.query( |
| 307 | + TableName=self.table_name, |
| 308 | + KeyConditionExpression="PK = :pk AND begins_with(SK, :sk_prefix)", |
| 309 | + ExpressionAttributeValues={":pk": {"S": pk}, ":sk_prefix": {"S": agent_prefix}}, |
| 310 | + ) |
| 311 | + |
| 312 | + # Sort by message ID (extracted from SK) |
| 313 | + items = sorted(response["Items"], key=lambda x: int(x["SK"]["S"].split("_")[-1])) |
| 314 | + |
| 315 | + # Apply pagination |
| 316 | + if limit is not None: |
| 317 | + items = items[offset : offset + limit] |
| 318 | + else: |
| 319 | + items = items[offset:] |
| 320 | + |
| 321 | + # Convert to SessionMessage objects |
| 322 | + messages = [] |
| 323 | + for item in items: |
| 324 | + data = self.deserializer.deserialize(item["data"]) |
| 325 | + messages.append(SessionMessage.from_dict(data)) |
| 326 | + |
| 327 | + return messages |
| 328 | + |
| 329 | + except ClientError as e: |
| 330 | + raise SessionException(f"DynamoDB error listing messages: {e}") from e |
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