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Fix block allocation with two or more workers hanging on failed function #532

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merged 8 commits into from
Dec 24, 2024

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jan-janssen
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@jan-janssen jan-janssen commented Dec 22, 2024

Summary by CodeRabbit

  • New Features

    • Introduced a new error handling test class to validate executor behavior under various configurations.
    • Enhanced shutdown behavior of the executor with new configuration options for managing queue joining.
  • Bug Fixes

    • Improved shutdown logic to ensure only active processes are managed during shutdown.

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coderabbitai bot commented Dec 22, 2024

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Walkthrough

This pull request introduces modifications to the executor library, focusing on enhancing error handling and shutdown mechanisms. The changes include adding a new test class to validate executor behavior under error conditions and updating the InteractiveExecutor to provide more flexible queue management during shutdown. The modifications aim to improve the robustness and configurability of parallel task execution in the library.

Changes

File Change Summary
tests/test_dependencies_executor.py Added raise_error() function and TestExecutorErrors class to test executor error handling with different worker configurations
executorlib/interactive/shared.py Updated InteractiveExecutor constructor and execute_parallel_tasks function to include queue_join_on_shutdown parameter, allowing more dynamic queue management during shutdown

Sequence Diagram

sequenceDiagram
    participant Executor
    participant Queue
    participant Worker

    Executor->>Queue: Submit tasks
    Worker->>Queue: Retrieve tasks
    alt Error Scenario
        Worker-->>Executor: Raise RuntimeError
        Executor->>Executor: Handle shutdown
        alt queue_join_on_shutdown is True
            Executor->>Queue: Join queue
        else queue_join_on_shutdown is False
            Executor->>Queue: Skip queue join
        end
    end
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Poem

🐰 Executors dancing with grace,
Errors caught in a gentle embrace
Queues joining or standing apart
Flexibility becomes an art
Parallel tasks, now more refined! 🚀


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  • executorlib/interactive/shared.py (4 hunks)

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Actionable comments posted: 0

🧹 Nitpick comments (2)
tests/test_dependencies_executor.py (2)

43-45: Consider adding a docstring for clarity.

The function serves its purpose well as a test helper, but a brief docstring would help document its intended use in tests.

 def raise_error():
+    """Helper function that raises a RuntimeError for testing error handling."""
     raise RuntimeError

236-254: Improve test structure and reduce duplication.

The test cases are well-organized but could benefit from some structural improvements:

  1. Combine nested with statements for better readability
  2. Consider using parameterized tests to reduce code duplication

Here's how you could refactor this:

+    @unittest.expectedFailure
+    @unittest.parameterize.expand([
+        ("one_worker_no_block", 1, False),
+        ("one_worker_block", 1, True),
+        ("two_workers_no_block", 2, False),
+    ])
+    def test_executor_error(self, name, max_cores, block_allocation):
+        with self.assertRaises(RuntimeError), \
+             Executor(max_cores=max_cores, 
+                     backend="local", 
+                     block_allocation=block_allocation) as exe:
+            cloudpickle_register(ind=1)
+            _ = exe.submit(raise_error)
+
-    def test_block_allocation_false_one_worker(self):
-        with self.assertRaises(RuntimeError):
-            with Executor(max_cores=1, backend="local", block_allocation=False) as exe:
-                cloudpickle_register(ind=1)
-                _ = exe.submit(raise_error)
-
-    def test_block_allocation_true_one_worker(self):
-        with self.assertRaises(RuntimeError):
-            with Executor(max_cores=1, backend="local", block_allocation=True) as exe:
-                cloudpickle_register(ind=1)
-                _ = exe.submit(raise_error)
-
-    def test_block_allocation_false_two_workers(self):
-        with self.assertRaises(RuntimeError):
-            with Executor(max_cores=2, backend="local", block_allocation=False) as exe:
-                cloudpickle_register(ind=1)
-                _ = exe.submit(raise_error)
🧰 Tools
🪛 Ruff (0.8.2)

238-239: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


244-245: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


250-251: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

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Reviewing files that changed from the base of the PR and between 2ce2a52 and ad51bbd.

📒 Files selected for processing (1)
  • tests/test_dependencies_executor.py (2 hunks)
🧰 Additional context used
🪛 Ruff (0.8.2)
tests/test_dependencies_executor.py

238-239: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


244-245: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


250-251: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

🔇 Additional comments (1)
tests/test_dependencies_executor.py (1)

255-259: Clarify the status of the commented-out test case.

The test for block_allocation=True with two workers is commented out without explanation. This could indicate:

  1. An unresolved issue that needs attention
  2. Missing test coverage for this configuration
  3. A pending implementation

Please either:

  • Implement the test if it's needed
  • Remove if it's not applicable
  • Add a comment explaining why it's disabled

Let's check if this configuration is tested elsewhere:

Comment on lines 255 to 259
# def test_block_allocation_true_two_workers(self):
# with self.assertRaises(RuntimeError):
# with Executor(max_cores=2, backend="local", block_allocation=True) as exe:
# cloudpickle_register(ind=1)
# _ = exe.submit(raise_error)
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This tests hangs which makes debugging rather complex.

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Actionable comments posted: 0

🧹 Nitpick comments (4)
executorlib/interactive/shared.py (2)

138-140: Consider making queue_join_on_shutdown configurable via constructor arguments.
Currently, this parameter is hard-coded to False in the InteractiveExecutor initialization. If the use case requires varying queue shutdown semantics, making this parameter configurable at construction time (similar to execute_parallel_tasks) would increase flexibility.


211-211: Method signature alignment recommendation.
Document the newly added queue_join_on_shutdown parameter in the docstring for execute_parallel_tasks more explicitly in terms of how it should align with the InteractiveExecutor usage. This will help maintain clarity if the two differ (i.e., one is forced to False while the other defaults to True).

tests/test_dependencies_executor.py (2)

43-45: Add a descriptive docstring or comment for raise_error.
A small docstring that clarifies why we raise RuntimeError will help future contributors quickly discover this method’s usage in the error-handling tests.


237-242: Simplify nested with statements.
Static analysis (SIM117) suggests combining these lines into a single with statement for improved readability.

-with self.assertRaises(RuntimeError):
-    with Executor(max_cores=1, backend="local", block_allocation=False) as exe:
+with self.assertRaises(RuntimeError), \
+     Executor(max_cores=1, backend="local", block_allocation=False) as exe:
     cloudpickle_register(ind=1)
     _ = exe.submit(raise_error)
🧰 Tools
🪛 Ruff (0.8.2)

238-239: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between ad51bbd and 7759fb2.

📒 Files selected for processing (2)
  • executorlib/interactive/shared.py (4 hunks)
  • tests/test_dependencies_executor.py (2 hunks)
🧰 Additional context used
🪛 Ruff (0.8.2)
tests/test_dependencies_executor.py

238-239: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


244-245: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


250-251: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


256-257: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

🔇 Additional comments (4)
executorlib/interactive/shared.py (1)

248-249: Use caution with queue joins on shutdown.
Joining the queue here before breaking might block indefinitely if there are hidden issues. Ensure that no additional tasks are put into the queue in shutdown scenarios or handle potential edge cases (e.g., timeouts or signals) to avoid deadlocks.

tests/test_dependencies_executor.py (3)

243-248: Same nested with statement pattern.
This code block repeats the pattern of nested with statements. Consider applying the same fix as above for consistency.

🧰 Tools
🪛 Ruff (0.8.2)

244-245: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


249-254: Same nested with statement pattern (two workers).
Again, consider merging the context managers for clarity.

🧰 Tools
🪛 Ruff (0.8.2)

250-251: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


Line range hint 255-260: Same nested with statement pattern (two workers, block_allocation=true).
As before, merging the with statements improves readability and consistency.

🧰 Tools
🪛 Ruff (0.8.2)

238-239: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


244-245: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


250-251: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)


256-257: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

@jan-janssen jan-janssen changed the title More error tests Fix block allocation with two or more workers hanging on failed function Dec 24, 2024
@jan-janssen jan-janssen marked this pull request as draft December 24, 2024 10:33
@jan-janssen jan-janssen marked this pull request as ready for review December 24, 2024 16:02
@jan-janssen jan-janssen merged commit 403d51f into main Dec 24, 2024
28 checks passed
@jan-janssen jan-janssen deleted the more_error_tests branch December 24, 2024 16:02
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