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# temporal_version/workflows.py
from datetime import timedelta
from dataclasses import dataclass
from typing import List
from temporalio import workflow
from temporalio.common import RetryPolicy
import temporal_activities
@dataclass
class ProcessOrderRequest:
order_id: str
customer_id: str
items: List[dict]
total_amount: float
@workflow.defn
class OrderProcessingWorkflow:
"""
Temporal workflow for processing e-commerce orders.
This workflow orchestrates the entire order processing pipeline:
1. Check inventory availability
2. Process payment
3. Reserve inventory
4. Ship order
5. Send notification
Key Temporal features demonstrated:
- Automatic state persistence
- Built-in retry mechanisms
- Timeout handling
- Saga pattern for compensation
- Deterministic execution
"""
@workflow.run
async def run(self, request: ProcessOrderRequest) -> temporal_activities.OrderDetails:
"""
Main workflow execution method.
Temporal automatically persists workflow state between each activity.
If the worker crashes, the workflow will resume from the last completed activity.
"""
# Configure retry policy for activities
retry_policy = RetryPolicy(
initial_interval=timedelta(seconds=1),
maximum_interval=timedelta(seconds=10),
maximum_attempts=3,
backoff_coefficient=2.0,
)
# Activity options with timeouts and retries
activity_options = {
"start_to_close_timeout": timedelta(seconds=30),
"retry_policy": retry_policy,
}
# Initialize order details
order = temporal_activities.OrderDetails(
order_id=request.order_id,
customer_id=request.customer_id,
items=request.items,
total_amount=request.total_amount,
status="processing"
)
try:
# Step 1: Check Inventory
workflow.logger.info(f"Starting inventory check for order {order.order_id}")
inventory_request = temporal_activities.InventoryCheckRequest(items=request.items)
inventory_available = await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.check_inventory,
inventory_request,
**activity_options
)
if not inventory_available:
order.status = "failed"
order.failure_reason = "Insufficient inventory"
return order
workflow.logger.info(f"Inventory check passed for order {order.order_id}")
# Step 2: Process Payment
workflow.logger.info(f"Processing payment for order {order.order_id}")
payment_request = temporal_activities.PaymentRequest(
customer_id=request.customer_id,
amount=request.total_amount,
order_id=request.order_id
)
payment_successful = await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.process_payment,
payment_request,
**activity_options
)
if not payment_successful:
order.status = "failed"
order.failure_reason = "Payment processing failed"
return order
workflow.logger.info(f"Payment processed for order {order.order_id}")
# Step 3: Reserve Inventory
workflow.logger.info(f"Reserving inventory for order {order.order_id}")
reservation_request = temporal_activities.InventoryReservationRequest(
items=request.items,
order_id=request.order_id
)
try:
reservation_successful = await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.reserve_inventory,
reservation_request,
**activity_options
)
if not reservation_successful:
# Compensate: rollback payment
await self._rollback_payment(request.order_id, request.total_amount)
order.status = "failed"
order.failure_reason = "Inventory reservation failed"
return order
except Exception as e:
# Compensate: rollback payment
await self._rollback_payment(request.order_id, request.total_amount)
order.status = "failed"
order.failure_reason = f"Inventory reservation error: {str(e)}"
return order
workflow.logger.info(f"Inventory reserved for order {order.order_id}")
# Step 4: Ship Order
workflow.logger.info(f"Shipping order {order.order_id}")
shipping_request = temporal_activities.ShippingRequest(
order_id=request.order_id,
customer_id=request.customer_id,
items=request.items
)
try:
shipping_successful = await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.ship_order,
shipping_request,
**activity_options
)
if not shipping_successful:
# Compensate: rollback payment and inventory
await self._rollback_payment(request.order_id, request.total_amount)
await self._rollback_inventory(request.items, request.order_id)
order.status = "failed"
order.failure_reason = "Shipping failed"
return order
except Exception as e:
# Compensate: rollback payment and inventory
await self._rollback_payment(request.order_id, request.total_amount)
await self._rollback_inventory(request.items, request.order_id)
order.status = "failed"
order.failure_reason = f"Shipping error: {str(e)}"
return order
workflow.logger.info(f"Order {order.order_id} shipped successfully")
# Step 5: Send Notification (non-critical, don't fail order if this fails)
workflow.logger.info(f"Sending notification for order {order.order_id}")
notification_request = temporal_activities.NotificationRequest(
order_id=request.order_id,
customer_id=request.customer_id,
message=f"Your order {request.order_id} has been shipped!"
)
try:
await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.send_notification,
notification_request,
start_to_close_timeout=timedelta(seconds=10),
retry_policy=RetryPolicy(maximum_attempts=2) # Fewer retries for notifications
)
workflow.logger.info(f"Notification sent for order {order.order_id}")
except Exception as e:
workflow.logger.warning(f"Notification failed for order {order.order_id}: {e}")
# Don't fail the order for notification failure
# Order completed successfully
order.status = "completed"
workflow.logger.info(f"Order {order.order_id} completed successfully")
return order
except Exception as e:
workflow.logger.error(f"Workflow failed for order {order.order_id}: {e}")
order.status = "failed"
order.failure_reason = str(e)
return order
async def _rollback_payment(self, order_id: str, amount: float):
"""Compensating transaction: rollback payment"""
workflow.logger.info(f"Rolling back payment for order {order_id}")
try:
await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.rollback_payment,
{"order_id": order_id, "amount": amount},
start_to_close_timeout=timedelta(seconds=30),
retry_policy=RetryPolicy(maximum_attempts=5) # More retries for rollbacks
)
except Exception as e:
workflow.logger.error(f"Payment rollback failed for order {order_id}: {e}")
# In production, this might trigger alerts or manual intervention
async def _rollback_inventory(self, items: List[dict], order_id: str):
"""Compensating transaction: rollback inventory reservation"""
workflow.logger.info(f"Rolling back inventory for order {order_id}")
try:
await workflow.execute_activity(
temporal_activities.OrderProcessingActivities.rollback_inventory,
{"items": items, "order_id": order_id},
start_to_close_timeout=timedelta(seconds=30),
retry_policy=RetryPolicy(maximum_attempts=5) # More retries for rollbacks
)
except Exception as e:
workflow.logger.error(f"Inventory rollback failed for order {order_id}: {e}")
# In production, this might trigger alerts or manual intervention
@workflow.defn
class OrderApprovalWorkflow:
"""
Workflow for orders requiring manual approval.
Demonstrates:
- Human-in-the-loop workflows
- Signals for external input
- Timeouts for approval processes
"""
def __init__(self):
self.approved = False
self.approval_received = False
@workflow.run
async def run(self, request: ProcessOrderRequest) -> temporal_activities.OrderDetails:
"""
Approval workflow with timeout.
"""
workflow.logger.info(f"Order {request.order_id} requires approval")
# Wait for approval signal with timeout
try:
await workflow.wait_condition(
lambda: self.approval_received,
timeout=timedelta(minutes=30) # 30 minute approval timeout
)
if self.approved:
workflow.logger.info(f"Order {request.order_id} approved, proceeding with processing")
# Delegate to main processing workflow
processing_workflow = OrderProcessingWorkflow()
return await processing_workflow.run(request)
else:
workflow.logger.info(f"Order {request.order_id} rejected")
return temporal_activities.OrderDetails(
order_id=request.order_id,
customer_id=request.customer_id,
items=request.items,
total_amount=request.total_amount,
status="rejected",
failure_reason="Order rejected during approval process"
)
except Exception as e:
workflow.logger.error(f"Approval timeout for order {request.order_id}")
return temporal_activities.OrderDetails(
order_id=request.order_id,
customer_id=request.customer_id,
items=request.items,
total_amount=request.total_amount,
status="failed",
failure_reason="Approval timeout - no response within 30 minutes"
)
@workflow.signal
async def approve_order(self, approved: bool):
"""Signal handler for order approval"""
self.approved = approved
self.approval_received = True
workflow.logger.info(f"Approval signal received: {approved}")