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import threading
from typing import Any, Optional
from openenv.core.env_server.interfaces import Environment
from openenv.core.env_server.types import State
from cloudenv.models import CloudEnvAction, CloudEnvObservation, CloudEnvState
from cloudenv.server.exceptions import CloudEnvBadRequest, CloudEnvNotFound
from cloudenv.server.managers.pipeline_manager import PipelineManager
from cloudenv.server.managers.reward_manager import RewardManager
from cloudenv.server.models.pipeline import Policy
from cloudenv.server.providers.aws.adapter import AWSAdapter
from cloudenv.server.providers.aws.iam_enforcer import AccessDenied, IAMEnforcer
from cloudenv.server.utils.logging import logger
class CloudEnvironment(Environment):
SUPPORTS_CONCURRENT_SESSIONS = False
def __init__(
self,
aws: AWSAdapter,
pipeline_manager: PipelineManager,
) -> None:
super().__init__()
self._aws_lock = threading.RLock()
self.aws = aws
self.pipeline_manager = pipeline_manager
self.rewarder = RewardManager(self.pipeline_manager)
self._state: Optional[CloudEnvState] = None
# --------------------------------------------------
# SYNC (ONLY AFTER SUCCESS)
# --------------------------------------------------
def _sync_iam_to_pipeline(self, action: CloudEnvAction) -> None:
pipeline = self.pipeline_manager.get_pipeline(action.task_id)
if not pipeline:
return
payload = action.payload or {}
operation = action.operation
def parse_policy(raw_policy: Any) -> Optional[dict]:
if raw_policy is None:
return None
if isinstance(raw_policy, str):
try:
return json.loads(raw_policy)
except Exception:
logger.warning(
f"[SYNC] Failed to parse policy: {raw_policy}"
)
return None
if isinstance(raw_policy, dict):
return raw_policy
return None
def update_nodes_for_source(role_name: str, policy: dict) -> None:
actions = []
for stmt in policy.get("Statement", []):
acts = stmt.get("Action", [])
if isinstance(acts, str):
acts = [acts]
actions.extend(acts)
for src_key, nodes in pipeline.broken_graph.items():
_, src_instance = (
src_key.split(":", 1)
if ":" in src_key
else (src_key, src_key)
)
if src_instance != role_name:
continue
for node in nodes:
# Only apply if action matches target service
if any(a.startswith(node.service + ":") for a in actions):
node.policies = [Policy(**policy)]
def update_nodes_for_resource(
service_id: str, instance_id: str, policy: dict
) -> None:
for nodes in pipeline.broken_graph.values():
for node in nodes:
if (
node.service == service_id
and node.instance == instance_id
):
node.policies = [Policy(**policy)]
logger.debug(f"[SYNC] Processing {action.service}:{operation}")
if action.service == "iam" and operation == "PutRolePolicy":
role_name = payload.get("RoleName")
policy_doc = parse_policy(payload.get("PolicyDocument"))
if role_name and policy_doc:
update_nodes_for_source(role_name, policy_doc)
elif action.service == "s3" and operation == "PutBucketPolicy":
bucket = payload.get("Bucket")
policy_doc = parse_policy(payload.get("Policy"))
if bucket and policy_doc:
update_nodes_for_resource("s3", bucket, policy_doc)
elif action.service == "sqs" and operation == "SetQueueAttributes":
queue_url = payload.get("QueueUrl")
attrs = payload.get("Attributes", {}) or {}
policy_doc = parse_policy(attrs.get("Policy"))
if queue_url and policy_doc:
update_nodes_for_resource("sqs", queue_url, policy_doc)
elif action.service == "sns" and operation == "SetTopicAttributes":
topic_arn = payload.get("TopicArn")
attr_name = payload.get("AttributeName")
policy_doc = parse_policy(payload.get("AttributeValue"))
if topic_arn and str(attr_name) == "Policy" and policy_doc:
update_nodes_for_resource("sns", topic_arn, policy_doc)
elif action.service == "dynamodb" and operation == "PutResourcePolicy":
table = payload.get("ResourceArn") or payload.get("TableName")
policy_doc = parse_policy(payload.get("Policy"))
if table and policy_doc:
update_nodes_for_resource("dynamodb", table, policy_doc)
logger.debug(f"[SYNC] Completed for {action.service}:{operation}")
# --------------------------------------------------
# RESET
# --------------------------------------------------
def reset(
self,
seed: Optional[int] = None,
episode_id: Optional[str] = None,
**kwargs: Any,
) -> CloudEnvObservation:
# if not episode_id:
# raise CloudEnvBadRequest("reset requires episode_id")
task_id = kwargs.get("task_id", None)
logger.info(f"[RESET] task={task_id}, episode={episode_id}")
self.aws.reset()
result = self.aws.get_last_operation_result()
return CloudEnvObservation(
episode_id=episode_id,
task_id=task_id,
step_count=0,
operation_result=result,
reward=0.0,
done=False,
current_pipeline_state={},
)
# --------------------------------------------------
# STEP
# --------------------------------------------------
def step(
self,
action: CloudEnvAction,
timeout_s: Optional[float] = None,
**kwargs: Any,
) -> CloudEnvObservation:
logger.info(
f"[STEP] task={action.task_id}, episode={action.episode_id}"
)
if action.operation == "InitializeEnvironment":
print("REACHED")
self._state = CloudEnvState(
task_id=action.task_id,
episode_id=action.episode_id,
step_count=0,
reward_history=[],
)
return CloudEnvObservation(
episode_id=self._state.episode_id,
task_id=self._state.task_id,
step_count=self._state.step_count,
operation_result={},
reward=0.0,
done=False,
current_pipeline_state={},
)
if not action.episode_id or not action.task_id:
raise CloudEnvBadRequest("action requires episode_id and task_id")
if action.task_id != self._state.task_id:
raise CloudEnvBadRequest("task mismatch")
pipeline = self.pipeline_manager.get_pipeline(action.task_id)
if pipeline is None:
raise CloudEnvNotFound(
f"No pipeline found for task_id={action.task_id}"
)
logger.info(
f"[STEP] task={action.task_id}, episode={action.episode_id}, "
f"service={action.service}, operation={action.operation}"
)
operation = action.operation
# --------------------------------------------------
# CONFIG CRUD
# --------------------------------------------------
if operation in ["AddConfig", "UpdateConfig", "DeleteConfig"]:
logger.debug(
f"[CONFIG] operation={operation}, payload={action.payload}"
)
if operation == "AddConfig":
pipeline.add_node_config(
action.service,
action.instance_id,
action.payload.get("config", {}),
)
elif operation == "UpdateConfig":
pipeline.update_node_config(
action.service,
action.instance_id,
action.payload.get("config", {}),
)
elif operation == "DeleteConfig":
pipeline.delete_node_config(
action.service,
action.instance_id,
action.payload.get("keys", []),
)
reward, done = self.rewarder.compute_reward(
pipeline=pipeline, action=action, state=self._state
)
self._state.step_count += 1
logger.info(
f"[STEP RESULT] step={self._state.step_count}, reward={reward}, done={done}"
)
return CloudEnvObservation(
episode_id=self._state.episode_id,
task_id=self._state.task_id,
step_count=self._state.step_count,
operation_result={"operation": operation, "status": "SUCCESS"},
reward=reward,
done=done,
current_pipeline_state=pipeline.broken_graph,
)
# --------------------------------------------------
# AWS EXECUTION
# --------------------------------------------------
with self._aws_lock:
success = True
try:
logger.debug(f"[AWS EXECUTE] payload={action.payload}")
self.aws.execute(
episode_id=action.episode_id,
task_id=action.task_id,
service=action.service,
action=action.operation,
payload=action.payload,
principal_arn=action.principal_arn,
)
logger.info(
f"[AWS SUCCESS] {action.service}:{action.operation}"
)
except AccessDenied as e:
success = False
logger.warning(
f"[ACCESS DENIED] {action.service}:{action.operation} error={str(e)}"
)
self.aws.record_operation_failure(
episode_id=action.episode_id,
task_id=action.task_id,
service=action.service,
operation=action.operation,
error=str(e),
error_type=type(e).__name__,
principal=action.principal_arn
or IAMEnforcer.DEFAULT_ROOT_PRINCIPAL,
)
except Exception as e:
success = False
logger.error(
f"[AWS ERROR] {action.service}:{action.operation} error={str(e)}"
)
self.aws.record_operation_failure(
episode_id=action.episode_id,
task_id=action.task_id,
service=action.service,
operation=action.operation,
error=str(e),
error_type=type(e).__name__,
principal=action.principal_arn
or IAMEnforcer.DEFAULT_ROOT_PRINCIPAL,
)
if success:
self._sync_iam_to_pipeline(action)
reward, done = self.rewarder.compute_reward(
pipeline=pipeline, action=action, state=self._state
)
self._state.step_count += 1
result = self.aws.get_last_operation_result()
logger.info(
f"[STEP RESULT] step={self._state.step_count}, reward={reward}, done={done}"
)
return CloudEnvObservation(
episode_id=self._state.episode_id,
task_id=self._state.task_id,
step_count=self._state.step_count,
operation_result=result,
reward=reward,
done=done,
current_pipeline_state=pipeline.broken_graph,
)
@property
def state(self) -> State:
return self._state
|