feat: add skip_time parameter to test runner

README.md

@@ -111,6 +111,26 @@ def test_my_durable_functions():
     three_result: StepOperation = result.get_step("three")
     assert three_result.result == '"5 6"'
 ```
+
+### Skipping Time in Tests
+
+By default, wait operations use real time delays. For faster test execution, use the `skip_time` parameter:
+
+```python
+def test_with_skip_time():
+    with DurableFunctionTestRunner(handler=function_under_test) as runner:
+        # Wait operations complete immediately
+        result = runner.run(input="input str", timeout=10, skip_time=True)
+
+    assert result.status is InvocationStatus.SUCCEEDED
+```
+
+You can also use the `DURABLE_EXECUTION_TIME_SCALE` environment variable to control wait durations:
+- `DURABLE_EXECUTION_TIME_SCALE=0` - Skip all waits (same as `skip_time=True`)
+- `DURABLE_EXECUTION_TIME_SCALE=0.5` - Half speed
+- `DURABLE_EXECUTION_TIME_SCALE=2.0` - Double speed
+
+
 ## Architecture
 ![Durable Functions Python Test Framework Architecture](/assets/dar-python-test-framework-architecture.svg)
 

examples/test/conftest.py

@@ -104,9 +104,10 @@ def run(
         self,
         input: str | None = None,  # noqa: A002
         timeout: int = 60,
+        skip_time: bool = False,
     ) -> DurableFunctionTestResult:
         """Execute the durable function and return results."""
-        return self._runner.run(input=input, timeout=timeout)
+        return self._runner.run(input=input, timeout=timeout, skip_time=skip_time)
 
     def run_async(
         self,

examples/test/wait/test_wait.py

@@ -15,7 +15,7 @@
 def test_wait(durable_runner):
     """Test wait example."""
     with durable_runner:
-        result = durable_runner.run(input="test", timeout=10)
+        result = durable_runner.run(input="test", timeout=10, skip_time=True)
 
     assert result.status is InvocationStatus.SUCCEEDED
     assert deserialize_operation_payload(result.result) == "Wait completed"

src/aws_durable_execution_sdk_python_testing/checkpoint/processor.py

@@ -33,11 +33,13 @@
 class CheckpointProcessor:
     """Handle OperationUpdate transformations and execution state updates."""
 
-    def __init__(self, store: ExecutionStore, scheduler: Scheduler):
+    def __init__(
+        self, store: ExecutionStore, scheduler: Scheduler, time_scale: float = 1.0
+    ):
         self._store = store
         self._scheduler = scheduler
         self._notifier = ExecutionNotifier()
-        self._transformer = OperationTransformer()
+        self._transformer = OperationTransformer(time_scale=time_scale)
 
     def add_execution_observer(self, observer) -> None:
         """Add observer for execution events."""

src/aws_durable_execution_sdk_python_testing/checkpoint/processors/wait.py

@@ -30,6 +30,16 @@
 class WaitProcessor(OperationProcessor):
     """Processes WAIT operation updates with timer scheduling."""
 
+    def __init__(self, time_scale: float = 1.0):
+        """Initialize WaitProcessor with time scale.
+
+        Args:
+            time_scale: Multiplier for wait durations. Use 0.0 to skip waits entirely.
+                       Defaults to 1.0 (real time). Can also be overridden by
+                       DURABLE_EXECUTION_TIME_SCALE environment variable.
+        """
+        self._time_scale = time_scale
+
     def process(
         self,
         update: OperationUpdate,
@@ -43,8 +53,11 @@ def process(
                 wait_seconds = (
                     update.wait_options.wait_seconds if update.wait_options else 0
                 )
-                time_scale = float(os.getenv("DURABLE_EXECUTION_TIME_SCALE", "1.0"))
-                logging.info("Using DURABLE_EXECUTION_TIME_SCALE: %f", time_scale)
+                # Environment variable takes precedence
+                time_scale = float(
+                    os.getenv("DURABLE_EXECUTION_TIME_SCALE", str(self._time_scale))
+                )
+                logging.info("Using time_scale: %f", time_scale)
                 scaled_wait_seconds = wait_seconds * time_scale
 
                 scheduled_end_timestamp = datetime.now(UTC) + timedelta(

src/aws_durable_execution_sdk_python_testing/checkpoint/transformer.py

@@ -43,19 +43,21 @@
 class OperationTransformer:
     """Transforms OperationUpdates to Operations while maintaining order and triggering scheduler actions."""
 
-    _DEFAULT_PROCESSORS: ClassVar[dict[OperationType, OperationProcessor]] = {
-        OperationType.STEP: StepProcessor(),
-        OperationType.WAIT: WaitProcessor(),
-        OperationType.CONTEXT: ContextProcessor(),
-        OperationType.CALLBACK: CallbackProcessor(),
-        OperationType.EXECUTION: ExecutionProcessor(),
-    }
-
     def __init__(
         self,
         processors: MutableMapping[OperationType, OperationProcessor] | None = None,
+        time_scale: float = 1.0,
     ):
-        self.processors = processors if processors else self._DEFAULT_PROCESSORS
+        if processors:
+            self.processors = processors
+        else:
+            self.processors = {
+                OperationType.STEP: StepProcessor(),
+                OperationType.WAIT: WaitProcessor(time_scale=time_scale),
+                OperationType.CONTEXT: ContextProcessor(),
+                OperationType.CALLBACK: CallbackProcessor(),
+                OperationType.EXECUTION: ExecutionProcessor(),
+            }
 
     def process_updates(
         self,

src/aws_durable_execution_sdk_python_testing/runner.py

@@ -35,6 +35,9 @@
 from aws_durable_execution_sdk_python_testing.checkpoint.processor import (
     CheckpointProcessor,
 )
+from aws_durable_execution_sdk_python_testing.checkpoint.processors.wait import (
+    WaitProcessor,
+)
 from aws_durable_execution_sdk_python_testing.client import InMemoryServiceClient
 from aws_durable_execution_sdk_python_testing.exceptions import (
     DurableFunctionsLocalRunnerError,
@@ -606,7 +609,28 @@ def run(
         function_name: str = "test-function",
         execution_name: str = "execution-name",
         account_id: str = "123456789012",
+        skip_time: bool = False,
     ) -> DurableFunctionTestResult:
+        """Run the durable function and wait for completion.
+
+        Args:
+            input: Input payload for the function
+            timeout: Maximum execution time in seconds
+            function_name: Name of the function
+            execution_name: Name of the execution
+            account_id: AWS account ID
+            skip_time: If True, wait operations complete immediately. If False (default),
+                      wait operations use real time delays.
+
+        Returns:
+            Test result containing execution status and operations
+        """
+        # Update time_scale in checkpoint processor for this run
+        time_scale = 0.0 if skip_time else 1.0
+        self._checkpoint_processor._transformer.processors[OperationType.WAIT] = (
+            WaitProcessor(time_scale=time_scale)
+        )
+
         execution_arn = self.run_async(
             input=input,
             timeout=timeout,
@@ -907,8 +931,13 @@ def run(
         self,
         input: str | None = None,  # noqa: A002
         timeout: int = 60,
+        skip_time: bool = False,  # noqa: ARG002
     ) -> DurableFunctionTestResult:
-        """Execute function on AWS Lambda and wait for completion."""
+        """Execute function on AWS Lambda and wait for completion.
+
+        Note: skip_time parameter is ignored for cloud runner as timing is
+        controlled by the Lambda service.
+        """
         logger.info(
             "Invoking Lambda function: %s (timeout: %ds)", self.function_name, timeout
         )