Cli stream fix

.github/workflows/CD-publish_to_pypi.yml

@@ -69,6 +69,7 @@ jobs:
             "runpod-workers/worker-controlnet",
             "runpod-workers/worker-blip",
             "runpod-workers/worker-deforum",
+            runpod-workers/mock-worker,
           ]
 
     runs-on: ubuntu-latest

CHANGELOG.md

@@ -5,6 +5,8 @@
 ### Added
 
 - BETA: CLI DevEx functionality to create development projects.
+- `test_output` can be passed in as an arg to compare the results of `test_input`
+- Generator/Streaming handlers supported with local testing
 
 ## Release 1.3.0 (10/12/23)
 

runpod/serverless/__init__.py

@@ -66,6 +66,10 @@ def _set_config_args(config) -> dict:
     if config["rp_args"]["test_input"]:
         config["rp_args"]["test_input"] = json.loads(config["rp_args"]["test_input"])
 
+    # Parse the test output from JSON
+    if config["rp_args"].get("test_output", None):
+        config["rp_args"]["test_output"] = json.loads(config["rp_args"]["test_output"])
+
     # Set the log level
     if config["rp_args"]["rp_log_level"]:
         log.set_level(config["rp_args"]["rp_log_level"])

runpod/serverless/modules/rp_fastapi.py

@@ -9,7 +9,8 @@
 from fastapi.encoders import jsonable_encoder
 from pydantic import BaseModel
 
-from .rp_job import run_job
+from .rp_handler import is_generator
+from .rp_job import run_job, run_job_generator
 from .worker_state import Jobs
 from .rp_ping import Heartbeat
 from ...version import __version__ as runpod_version
@@ -125,7 +126,13 @@ async def _debug_run(self, job: TestJob):
         # Set the current job ID.
         job_list.add_job(job.id)
 
-        job_results = await run_job(self.config["handler"], job.__dict__)
+        if is_generator(self.config["handler"]):
+            generator_output = run_job_generator(self.config["handler"], job.__dict__)
+            job_results = {"output": []}
+            async for stream_output in generator_output:
+                job_results["output"].append(stream_output["output"])
+        else:
+            job_results = await run_job(self.config["handler"], job.__dict__)
 
         job_results["id"] = job.id
 

runpod/serverless/modules/rp_handler.py

@@ -0,0 +1,8 @@
+"""Retrieve handler info. """
+
+import inspect
+from typing import Callable
+
+def is_generator(handler: Callable) -> bool:
+    """Check if handler is a generator function. """
+    return inspect.isgeneratorfunction(handler) or inspect.isasyncgenfunction(handler)

runpod/serverless/modules/rp_local.py

@@ -47,5 +47,13 @@ async def run_local(config: Dict[str, Any]) -> None:
     log.info(f"Job {local_job['id']} completed successfully.")
     log.info(f"Job result: {job_result}")
 
+    # Compare to sample output, if provided
+    if config['rp_args'].get('test_output', None):
+        log.info("test_output set, comparing output to test_output.")
+        if job_result != config['rp_args']['test_output']:
+            log.error("Job output does not match test_output.")
+            sys.exit(1)
+        log.info("Job output matches test_output.")
+
     log.info("Local testing complete, exiting.")
     sys.exit(0)

runpod/serverless/modules/rp_ping.py

@@ -52,6 +52,10 @@ def start_ping(self, test=False):
         '''
         Sends heartbeat pings to the Runpod server.
         '''
+        if os.environ.get('RUNPOD_AI_API_KEY') is None:
+            log.debug("Not deployed on RunPod serverless, pings will not be sent.")
+            return
+
         if os.environ.get('RUNPOD_POD_ID') is None:
             log.info("Not running on RunPod, pings will not be sent.")
             return

runpod/serverless/worker.py

@@ -4,14 +4,14 @@
 """
 import os
 import asyncio
-import inspect
 from typing import Dict, Any
 
 import aiohttp
 
 from runpod.serverless.modules.rp_logger import RunPodLogger
 from runpod.serverless.modules.rp_scale import JobScaler
 from .modules import rp_local
+from .modules.rp_handler import is_generator
 from .modules.rp_ping import Heartbeat
 from .modules.rp_job import run_job, run_job_generator
 from .modules.rp_http import send_result, stream_result
@@ -46,11 +46,10 @@ def _is_local(config) -> bool:
 
 
 async def _process_job(job, session, job_scaler, config):
-    if inspect.isgeneratorfunction(config["handler"]) \
-        or inspect.isasyncgenfunction(config["handler"]):
+    if is_generator(config["handler"]):
         generator_output = run_job_generator(config["handler"], job)
-
         log.debug("Handler is a generator, streaming results.")
+
         job_result = {'output': []}
         async for stream_output in generator_output:
             if 'error' in stream_output:

tests/test_serverless/test_modules/test_fastapi.py

@@ -87,4 +87,16 @@ def test_run(self):
 
             self.assertTrue(mock_ping.called)
 
+            # Test with generator handler
+            def generator_handler(job):
+                del job
+                yield {"result": "success"}
+
+            generator_worker_api = rp_fastapi.WorkerAPI(handler=generator_handler)
+            generator_run_return = asyncio.run(generator_worker_api._debug_run(job_object)) # pylint: disable=protected-access
+            assert generator_run_return == {
+                    "id": "test_job_id",
+                    "output": [{"result": "success"}]
+                }
+
         loop.close()

tests/test_serverless/test_modules/test_handler.py

@@ -0,0 +1,33 @@
+""" Unit tests for the handler module.
+"""
+import unittest
+
+from runpod.serverless.modules.rp_handler import is_generator
+
+
+class TestIsGenerator(unittest.TestCase):
+    """Tests for the is_generator function."""
+
+    def test_regular_function(self):
+        """Test that a regular function is not a generator."""
+        def regular_func():
+            return "I'm a regular function!"
+        self.assertFalse(is_generator(regular_func))
+
+    def test_generator_function(self):
+        """Test that a generator function is a generator."""
+        def generator_func():
+            yield "I'm a generator function!"
+        self.assertTrue(is_generator(generator_func))
+
+    def test_async_function(self):
+        """Test that an async function is not a generator."""
+        async def async_func():
+            return "I'm an async function!"
+        self.assertFalse(is_generator(async_func))
+
+    def test_async_generator_function(self):
+        """Test that an async generator function is a generator."""
+        async def async_gen_func():
+            yield "I'm an async generator function!"
+        self.assertTrue(is_generator(async_gen_func))

tests/test_serverless/test_modules/test_local.py

@@ -9,7 +9,7 @@
 class TestRunLocal(IsolatedAsyncioTestCase):
     ''' Tests for run_local function '''
 
-    @patch("runpod.serverless.modules.rp_local.run_job", return_value={})
+    @patch("runpod.serverless.modules.rp_local.run_job", return_value={"result": "success"})
     @patch("builtins.open", new_callable=mock_open, read_data='{"input": "test"}')
     async def test_run_local_with_test_input(self, mock_file, mock_run):
         '''
@@ -21,12 +21,20 @@ async def test_run_local_with_test_input(self, mock_file, mock_run):
                 "test_input": {
                     "input": "test",
                     "id": "test_id"
+                },
+                "test_output": {
+                    "result": "success"
                 }
             }
         }
         with self.assertRaises(SystemExit) as sys_exit:
             await rp_local.run_local(config)
-        self.assertEqual(sys_exit.exception.code, 0)
+            self.assertEqual(sys_exit.exception.code, 0)
+
+        config["rp_args"]["test_output"] = {"result": "fail"}
+        with self.assertRaises(SystemExit) as sys_exit:
+            await rp_local.run_local(config)
+            self.assertEqual(sys_exit.exception.code, 1)
 
         assert mock_file.called is False
         assert mock_run.called

tests/test_serverless/test_modules/test_ping.py

@@ -46,6 +46,13 @@ def test_start_ping(self, mock_get_return):
         '''
         Tests that the start_ping function works correctly
         '''
+        # No RUNPOD_AI_API_KEY case
+        with patch("threading.Thread.start") as mock_thread_start:
+            rp_ping.Heartbeat().start_ping(test=True)
+            assert mock_thread_start.call_count == 0
+
+        os.environ["RUNPOD_AI_API_KEY"] = "test_key"
+
         # No RUNPOD_POD_ID case
         with patch("threading.Thread.start") as mock_thread_start:
             rp_ping.Heartbeat().start_ping(test=True)

tests/test_serverless/test_worker.py

@@ -75,7 +75,6 @@ def test_local_api(self):
         '''
         Test local FastAPI setup.
         '''
-
         known_args = argparse.Namespace()
         known_args.rp_log_level = None
         known_args.rp_debugger = None
@@ -126,6 +125,7 @@ def test_worker_bad_local(self):
         known_args.rp_api_concurrency = 1
         known_args.rp_api_host = "localhost"
         known_args.test_input = '{"test": "test"}'
+        known_args.test_output = '{"test": "test"}'
 
         with patch("argparse.ArgumentParser.parse_known_args") as mock_parse_known_args, \
                 self.assertRaises(SystemExit):