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Move get_command_path() to separate module #438

Merged
merged 2 commits into from
Oct 26, 2024
Merged

Move get_command_path() to separate module #438

merged 2 commits into from
Oct 26, 2024

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jan-janssen
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@jan-janssen jan-janssen commented Oct 26, 2024

Summary by CodeRabbit

  • New Features
    • Introduced a new function to retrieve the absolute path for backend executable scripts.
  • Enhancements
    • Improved resource management during task submissions with additional parameters.
    • Enhanced shutdown procedures for better control over multiple processes.
  • Bug Fixes
    • Removed an unused function to streamline the codebase.

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📥 Commits

Files that changed from the base of the PR and between 7ec3a50 and 9a0430e.

Walkthrough

The changes in this pull request primarily involve the restructuring of import statements and the introduction of a new function in the executorlib/shared/command.py file. The get_command_path function was moved from executorlib.shared.executor to executorlib.shared.command, and a new implementation was added to construct the absolute path for backend executables. Additionally, modifications were made to the ExecutorBase, ExecutorBroker, and ExecutorSteps classes in executorlib/shared/executor.py, including updates to method signatures to enhance resource management during task submissions and shutdown procedures.

Changes

File Path Change Summary
executorlib/shared/cache.py Updated import statement for get_command_path from executorlib.shared.executor to executorlib.shared.command.
executorlib/shared/command.py Added new function get_command_path(executable: str) -> str to construct absolute paths for backend executables.
executorlib/shared/executor.py Removed get_command_path function; updated submit method in ExecutorBase and ExecutorSteps to include resource_dict; modified shutdown method in ExecutorBroker for process management; streamlined shutdown method in ExecutorBase.

Possibly related PRs

  • Move cache functionality to shared #434: The changes in this PR involve modifying import statements for the backend_load_file and backend_write_file functions, which are also present in the main PR, indicating a related restructuring of the cache functionality.

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Actionable comments posted: 2

🧹 Outside diff range and nitpick comments (4)
executorlib/shared/executor.py (4)

Line range hint 77-99: Clarify resource_dict usage in ExecutorBase.submit method.

In the ExecutorBase class, the submit method checks that resource_dict is empty using check_resource_dict_is_empty(resource_dict=resource_dict), which conflicts with the docstring stating that resource_dict defines the resources used for execution. This might be confusing to users expecting to pass a resource_dict.

Consider updating the docstring to reflect that ExecutorBase does not support resource management via resource_dict, or refactor the method to handle non-empty resource_dict appropriately.


Line range hint 277-302: Handle exceptions in execute_parallel_tasks gracefully.

In the execute_parallel_tasks function, if an exception occurs during interface.send_and_receive_dict(input_dict=task_dict), the code shuts down the interface and re-raises the exception. However, there is a potential risk of the exception causing the thread to terminate without properly handling other resources or pending tasks.

Consider adding exception handling to ensure that resources are cleaned up appropriately, and that pending tasks in the future_queue are managed correctly to prevent deadlocks or orphaned tasks.


Line range hint 370-390: Handle potential recursion error in cloudpickle_register.

The cloudpickle_register function uses recursion to adjust the ind parameter if an IndexError occurs. There is a risk of hitting maximum recursion depth if ind becomes negative. Consider adding a base case to prevent infinite recursion, or refactor the function to use an iterative approach.

Apply this diff to add a base case for recursion:

 def cloudpickle_register(ind: int = 2):
     """
     Cloudpickle can either pickle by value or pickle by reference. The functions which are communicated have to
     be pickled by value rather than by reference, so the module which calls the map function is pickled by value.
     https://github.com/cloudpipe/cloudpickle#overriding-pickles-serialization-mechanism-for-importable-constructs
     inspect can help to find the module which is calling executorlib
     https://docs.python.org/3/library/inspect.html
     to learn more about inspect another good read is:
     http://pymotw.com/2/inspect/index.html#module-inspect
     1 refers to 1 level higher than the map function

     Args:
         ind (int): index of the level at which pickle by value starts while for the rest pickle by reference is used
     """
-    try:
+    if ind < 0:
+        # Base case: Stop recursion if index becomes negative.
+        return
+    try:  # When executed in a jupyter notebook this can cause a ValueError - in this case we just ignore it.
         cloudpickle.register_pickle_by_value(inspect.getmodule(inspect.stack()[ind][0]))
     except IndexError:
         cloudpickle_register(ind=ind - 1)
     except ValueError:
         pass

Line range hint 439-460: Ensure tasks are not lost in _submit_waiting_task function.

In the _submit_waiting_task function, if a task's future dependencies are not yet completed, it's added back to wait_tmp_lst. However, there's no mechanism to handle tasks that may never become ready, potentially causing an infinite loop or memory growth.

Consider implementing a timeout mechanism or adding logging to monitor tasks that are waiting for an extended period.

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

📥 Commits

Files that changed from the base of the PR and between e6dcc89 and 7ec3a50.

📒 Files selected for processing (3)
  • executorlib/shared/cache.py (1 hunks)
  • executorlib/shared/command.py (1 hunks)
  • executorlib/shared/executor.py (1 hunks)
✅ Files skipped from review due to trivial changes (1)
  • executorlib/shared/cache.py
🔇 Additional comments (4)
executorlib/shared/command.py (1)

1-3: LGTM! Clean module structure with necessary imports.

The module is well-organized with only the required import for path manipulation.

executorlib/shared/executor.py (3)

Line range hint 213-238: Ensure consistent handling of resource_dict in ExecutorSteps.submit.

The submit method in ExecutorSteps accepts and utilizes resource_dict, passing it to the future queue. This is appropriate for resource management. However, ensure that the check_resource_dict function properly validates the resource_dict contents to prevent potential issues during task execution.


Line range hint 324-338: Verify the logic in _get_backend_path function regarding MPI usage.

The _get_backend_path function checks for importlib.util.find_spec("mpi4py") when cores > 1 to determine if MPI is available. If mpi4py is not found and cores > 1, it raises an ImportError. Ensure that this logic aligns with the intended behavior, and consider providing a more informative error message or guidance for the user to install mpi4py if necessary.

Additionally, verify that the paths returned by get_command_path point to the correct executable scripts and that they are accessible in the environment where the executor will run.

You can use the following script to check the availability of mpi4py and the correctness of the command paths:

#!/bin/bash
# Description: Verify that `mpi4py` is installed and `get_command_path` returns valid paths.

# Check for mpi4py installation.
python -c "import mpi4py" 2>/dev/null || echo "mpi4py is not installed."

# Verify the command paths.
python -c "from executorlib.shared.command import get_command_path; print(get_command_path('interactive_parallel.py'))"
python -c "from executorlib.shared.command import get_command_path; print(get_command_path('interactive_serial.py'))"

16-16: Ensure 'get_command_path' is correctly imported and used.

The get_command_path function has been moved to executorlib.shared.command and is now imported accordingly. Please verify that all references to get_command_path within this file and across the codebase have been updated to reflect this change. This will prevent any potential ImportError or NameError exceptions due to missing or incorrect imports.

To confirm that there are no residual references or definitions, you can run the following script:

✅ Verification successful

Import change for get_command_path is correctly implemented

The verification shows that:

  • The function get_command_path is properly defined in executorlib/shared/command.py
  • All imports of get_command_path are correctly using from executorlib.shared.command import get_command_path
  • No outdated imports from executorlib.shared.executor were found
  • All usages of get_command_path in the codebase (cache.py and executor.py) are using the correct import
🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Check for any residual definitions or usage of `get_command_path` outside the intended module.

# Search for definitions of `get_command_path` outside `executorlib/shared/command.py`.
ast-grep --pattern $'def get_command_path($_)' | grep -v 'executorlib/shared/command.py'

# Search for outdated imports of `get_command_path`.
rg --fixed-strings 'from executorlib.shared.executor import get_command_path'

Length of output: 488


Script:

#!/bin/bash
# Let's try a different approach to verify the usage and imports

# Check for any usage of get_command_path in the codebase
rg "get_command_path" -B 2 -A 2

# Check specifically for import statements related to get_command_path
rg "import.*get_command_path"

# Look for the actual definition of get_command_path
ast-grep --pattern 'def get_command_path($$$)'

Length of output: 2409

Comment on lines +4 to +14
def get_command_path(executable: str) -> str:
"""
Get path of the backend executable script

Args:
executable (str): Name of the backend executable script, either mpiexec.py or serial.py

Returns:
str: absolute path to the executable script
"""
return os.path.abspath(os.path.join(__file__, "..", "..", "backend", executable))
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⚠️ Potential issue

Add input validation and path verification.

While the function works, it could benefit from additional safety checks:

  1. Validate the executable parameter against allowed values
  2. Verify the constructed path exists

Here's a suggested improvement:

 def get_command_path(executable: str) -> str:
     """
     Get path of the backend executable script
 
     Args:
-        executable (str): Name of the backend executable script, either mpiexec.py or serial.py
+        executable (str): Name of the backend executable script
+
+    Raises:
+        ValueError: If executable is not one of: mpiexec.py, serial.py
+        FileNotFoundError: If the executable path does not exist
 
     Returns:
         str: absolute path to the executable script
     """
+    allowed_executables = {'mpiexec.py', 'serial.py'}
+    if executable not in allowed_executables:
+        raise ValueError(f"Executable must be one of: {', '.join(allowed_executables)}")
+
     path = os.path.abspath(os.path.join(__file__, "..", "..", "backend", executable))
+    if not os.path.exists(path):
+        raise FileNotFoundError(f"Executable not found at: {path}")
+
     return path
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
def get_command_path(executable: str) -> str:
"""
Get path of the backend executable script
Args:
executable (str): Name of the backend executable script, either mpiexec.py or serial.py
Returns:
str: absolute path to the executable script
"""
return os.path.abspath(os.path.join(__file__, "..", "..", "backend", executable))
def get_command_path(executable: str) -> str:
"""
Get path of the backend executable script
Args:
executable (str): Name of the backend executable script
Raises:
ValueError: If executable is not one of: mpiexec.py, serial.py
FileNotFoundError: If the executable path does not exist
Returns:
str: absolute path to the executable script
"""
allowed_executables = {'mpiexec.py', 'serial.py'}
if executable not in allowed_executables:
raise ValueError(f"Executable must be one of: {', '.join(allowed_executables)}")
path = os.path.abspath(os.path.join(__file__, "..", "..", "backend", executable))
if not os.path.exists(path):
raise FileNotFoundError(f"Executable not found at: {path}")
return path

Returns:
str: absolute path to the executable script
"""
return os.path.abspath(os.path.join(__file__, "..", "..", "backend", executable))
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💡 Codebase verification

Path resolution logic needs correction

The current implementation has issues:

  1. The path resolution logic in get_command_path references backend/mpiexec.py or backend/serial.py in its docstring, but the actual files being accessed are:

    • executorlib/backend/interactive_parallel.py
    • executorlib/backend/interactive_serial.py
    • executorlib/backend/cache_parallel.py
    • executorlib/backend/cache_serial.py
  2. The path resolution os.path.join(__file__, "..", "..", "backend", executable) assumes a different directory structure than what actually exists. The backend files are located in executorlib/backend/ relative to the repository root, not in a top-level backend/ directory.

🔗 Analysis chain

Verify the path resolution logic across the codebase.

Let's ensure the path resolution works correctly in different contexts where this function might be used.


Let me gather more information about the backend directory structure and the actual Python files being referenced.

🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the backend directory structure and usage of get_command_path

# Test 1: Check if backend directory exists and contains expected files
echo "Checking backend directory structure..."
fd -t f -p "backend/(mpiexec|serial)\.py$"

# Test 2: Find all references to get_command_path to understand usage patterns
echo -e "\nChecking get_command_path usage..."
rg "get_command_path\(" -A 2

Length of output: 1247


Script:

#!/bin/bash
# Check the actual backend directory content and verify the Python files
echo "Listing all files in backend directory:"
fd . "backend/"

echo -e "\nChecking content of the Python files to verify they exist and are properly referenced:"
for file in "interactive_parallel.py" "interactive_serial.py" "cache_parallel.py" "cache_serial.py"; do
    echo -e "\nChecking $file:"
    fd -t f "$file"
done

# Check the actual implementation of get_command_path function
echo -e "\nChecking get_command_path implementation:"
rg -A 5 "def get_command_path" executorlib/shared/command.py

Length of output: 1746

@jan-janssen jan-janssen merged commit 8561d56 into main Oct 26, 2024
24 checks passed
@jan-janssen jan-janssen deleted the command branch October 26, 2024 14:36
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