Queuing system submission: check if the job is already waiting in the queue or currently running.

executorlib/cache/executor.py

@@ -3,7 +3,7 @@
 
 from executorlib.base.executor import ExecutorBase
 from executorlib.cache.shared import execute_tasks_h5
-from executorlib.standalone.cache.spawner import (
+from executorlib.cache.subprocess_spawner import (
     execute_in_subprocess,
     terminate_subprocess,
 )
@@ -17,7 +17,7 @@
 from executorlib.standalone.thread import RaisingThread
 
 try:
-    from executorlib.standalone.cache.queue import execute_with_pysqa
+    from executorlib.cache.queue_spawner import execute_with_pysqa
 except ImportError:
     # If pysqa is not available fall back to executing tasks in a subprocess
     execute_with_pysqa = execute_in_subprocess

executorlib/standalone/cache/queue.py → executorlib/cache/queue_spawner.py

@@ -1,24 +1,29 @@
 import os
 import subprocess
-from typing import List, Optional, Union
+from typing import List, Optional, Tuple, Union
 
 from pysqa import QueueAdapter
 
+from executorlib.standalone.hdf import dump, get_queue_id
+from executorlib.standalone.inputcheck import check_file_exists
+
 
 def execute_with_pysqa(
-    command: str,
-    resource_dict: dict,
-    task_dependent_lst: List[int] = [],
+    command: list,
+    task_dependent_lst: list[int] = [],
+    file_name: Optional[str] = None,
+    resource_dict: Optional[dict] = None,
     config_directory: Optional[str] = None,
     backend: Optional[str] = None,
     cache_directory: Optional[str] = None,
-) -> int:
+) -> Tuple[int, int]:
     """
     Execute a command by submitting it to the queuing system
 
     Args:
         command (list): The command to be executed.
         task_dependent_lst (list): A list of subprocesses that the current subprocess depends on. Defaults to [].
+        file_name (str): Name of the HDF5 file which contains the Python function
         resource_dict (dict): resource dictionary, which defines the resources used for the execution of the function.
                               Example resource dictionary: {
                                   cwd: None,
@@ -30,37 +35,42 @@ def execute_with_pysqa(
     Returns:
         int: queuing system ID
     """
-    if resource_dict is None:
-        resource_dict = {}
-    if "cwd" in resource_dict and resource_dict["cwd"] is not None:
-        cwd = resource_dict["cwd"]
-    else:
-        cwd = cache_directory
+    check_file_exists(file_name=file_name)
+    queue_id = get_queue_id(file_name=file_name)
     qa = QueueAdapter(
         directory=config_directory,
         queue_type=backend,
         execute_command=_pysqa_execute_command,
     )
-    submit_kwargs = {
-        "command": " ".join(command),
-        "dependency_list": [str(qid) for qid in task_dependent_lst],
-        "working_directory": os.path.abspath(cwd),
-    }
-    if "cwd" in resource_dict:
-        del resource_dict["cwd"]
-    unsupported_keys = [
-        "threads_per_core",
-        "gpus_per_core",
-        "openmpi_oversubscribe",
-        "slurm_cmd_args",
-    ]
-    for k in unsupported_keys:
-        if k in resource_dict:
-            del resource_dict[k]
-    if "job_name" not in resource_dict:
-        resource_dict["job_name"] = "pysqa"
-    submit_kwargs.update(resource_dict)
-    return qa.submit_job(**submit_kwargs)
+    if queue_id is None or qa.get_status_of_job(process_id=queue_id) is None:
+        if resource_dict is None:
+            resource_dict = {}
+        if "cwd" in resource_dict and resource_dict["cwd"] is not None:
+            cwd = resource_dict["cwd"]
+        else:
+            cwd = cache_directory
+        submit_kwargs = {
+            "command": " ".join(command),
+            "dependency_list": [str(qid) for qid in task_dependent_lst],
+            "working_directory": os.path.abspath(cwd),
+        }
+        if "cwd" in resource_dict:
+            del resource_dict["cwd"]
+        unsupported_keys = [
+            "threads_per_core",
+            "gpus_per_core",
+            "openmpi_oversubscribe",
+            "slurm_cmd_args",
+        ]
+        for k in unsupported_keys:
+            if k in resource_dict:
+                del resource_dict[k]
+        if "job_name" not in resource_dict:
+            resource_dict["job_name"] = "pysqa"
+        submit_kwargs.update(resource_dict)
+        queue_id = qa.submit_job(**submit_kwargs)
+        dump(file_name=file_name, data_dict={"queue_id": queue_id})
+    return queue_id
 
 
 def _pysqa_execute_command(

executorlib/cache/shared.py

@@ -127,6 +127,7 @@ def execute_tasks_h5(
                             file_name=file_name,
                             cores=task_resource_dict["cores"],
                         ),
+                        file_name=file_name,
                         task_dependent_lst=task_dependent_lst,
                         resource_dict=task_resource_dict,
                         config_directory=pysqa_config_directory,

executorlib/standalone/cache/spawner.py → executorlib/cache/subprocess_spawner.py

@@ -1,11 +1,15 @@
+import os.path
 import subprocess
 import time
 from typing import Optional
 
+from executorlib.standalone.inputcheck import check_file_exists
+
 
 def execute_in_subprocess(
     command: list,
     task_dependent_lst: list = [],
+    file_name: Optional[str] = None,
     resource_dict: Optional[dict] = None,
     config_directory: Optional[str] = None,
     backend: Optional[str] = None,
@@ -17,6 +21,7 @@ def execute_in_subprocess(
     Args:
         command (list): The command to be executed.
         task_dependent_lst (list): A list of subprocesses that the current subprocess depends on. Defaults to [].
+        file_name (str): Name of the HDF5 file which contains the Python function
         resource_dict (dict): resource dictionary, which defines the resources used for the execution of the function.
                               Example resource dictionary: {
                                   cwd: None,
@@ -29,6 +34,7 @@ def execute_in_subprocess(
         subprocess.Popen: The subprocess object.
 
     """
+    check_file_exists(file_name=file_name)
     while len(task_dependent_lst) > 0:
         task_dependent_lst = [
             task for task in task_dependent_lst if task.poll() is None

executorlib/standalone/hdf.py

@@ -1,4 +1,4 @@
-from typing import Tuple
+from typing import Optional, Tuple
 
 import cloudpickle
 import h5py
@@ -18,6 +18,7 @@ def dump(file_name: str, data_dict: dict) -> None:
         "args": "input_args",
         "kwargs": "input_kwargs",
         "output": "output",
+        "queue_id": "queue_id",
     }
     with h5py.File(file_name, "a") as fname:
         for data_key, data_value in data_dict.items():
@@ -70,3 +71,11 @@ def get_output(file_name: str) -> Tuple[bool, object]:
             return True, cloudpickle.loads(np.void(hdf["/output"]))
         else:
             return False, None
+
+
+def get_queue_id(file_name: str) -> Optional[int]:
+    with h5py.File(file_name, "r") as hdf:
+        if "queue_id" in hdf:
+            return cloudpickle.loads(np.void(hdf["/queue_id"]))
+        else:
+            return None

executorlib/standalone/inputcheck.py

@@ -1,5 +1,6 @@
 import inspect
 import multiprocessing
+import os.path
 from concurrent.futures import Executor
 from typing import Callable, List, Optional
 
@@ -188,3 +189,10 @@ def validate_number_of_cores(
     elif max_cores is not None and max_workers is None:
         max_workers = int(max_cores / cores_per_worker)
     return max_workers
+
+
+def check_file_exists(file_name: str):
+    if file_name is None:
+        raise ValueError("file_name is not set.")
+    if not os.path.exists(file_name):
+        raise ValueError("file_name is not written to the file system.")

tests/test_cache_executor_mpi.py

@@ -3,7 +3,7 @@
 import shutil
 import unittest
 
-from executorlib.standalone.cache.spawner import execute_in_subprocess
+from executorlib.cache.subprocess_spawner import execute_in_subprocess
 
 
 try:

tests/test_cache_executor_serial.py

@@ -4,7 +4,7 @@
 import shutil
 import unittest
 
-from executorlib.standalone.cache.spawner import (
+from executorlib.cache.subprocess_spawner import (
     execute_in_subprocess,
     terminate_subprocess,
 )

tests/test_cache_hdf.py

@@ -4,7 +4,7 @@
 
 
 try:
-    from executorlib.standalone.hdf import dump, load, get_output
+    from executorlib.standalone.hdf import dump, load, get_output, get_queue_id
 
     skip_h5py_test = False
 except ImportError:
@@ -60,12 +60,32 @@ def test_hdf_kwargs(self):
         b = 2
         dump(
             file_name=file_name,
-            data_dict={"fn": my_funct, "args": (), "kwargs": {"a": a, "b": b}},
+            data_dict={
+                "fn": my_funct,
+                "args": (),
+                "kwargs": {"a": a, "b": b},
+                "queue_id": 123,
+            },
         )
         data_dict = load(file_name=file_name)
         self.assertTrue("fn" in data_dict.keys())
         self.assertEqual(data_dict["args"], ())
         self.assertEqual(data_dict["kwargs"], {"a": a, "b": b})
+        self.assertEqual(get_queue_id(file_name=file_name), 123)
+        flag, output = get_output(file_name=file_name)
+        self.assertFalse(flag)
+        self.assertIsNone(output)
+
+    def test_hdf_queue_id(self):
+        cache_directory = os.path.abspath("cache")
+        os.makedirs(cache_directory, exist_ok=True)
+        file_name = os.path.join(cache_directory, "test_queue.h5")
+        queue_id = 123
+        dump(
+            file_name=file_name,
+            data_dict={"queue_id": queue_id},
+        )
+        self.assertEqual(get_queue_id(file_name=file_name), 123)
         flag, output = get_output(file_name=file_name)
         self.assertFalse(flag)
         self.assertIsNone(output)

tests/test_pysqa_subprocess.py

@@ -1,7 +1,7 @@
 import unittest
 
 try:
-    from executorlib.standalone.cache.queue import _pysqa_execute_command
+    from executorlib.cache.queue_spawner import _pysqa_execute_command
 
     skip_pysqa_test = False
 except ImportError:

tests/test_shared_input_check.py

@@ -17,6 +17,7 @@
     check_max_workers_and_cores,
     check_hostname_localhost,
     check_pysqa_config_directory,
+    check_file_exists,
     validate_number_of_cores,
 )
 
@@ -97,6 +98,12 @@ def test_check_pysqa_config_directory(self):
         with self.assertRaises(ValueError):
             check_pysqa_config_directory(pysqa_config_directory="path/to/config")
 
+    def test_check_file_exists(self):
+        with self.assertRaises(ValueError):
+            check_file_exists(file_name=None)
+        with self.assertRaises(ValueError):
+            check_file_exists(file_name="/path/does/not/exist")
+
     def test_validate_number_of_cores(self):
         with self.assertRaises(ValueError):
             validate_number_of_cores(