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Debug Mode

HPy includes a debug mode which does useful run-time checks to ensure that C extensions use the API correctly. Its features include:

  1. No special compilation flags are required: it is enough to compile the extension with the Universal ABI.
  2. Debug mode can be activated at import time, and it can be activated per-extension.
  3. You pay the overhead of debug mode only if you use it. Extensions loaded without the debug mode run at full speed.

This is possible because the whole of the HPy API is provided as part of the HPy context, so debug mode can pass in a special debugging context without affecting the performance of the regular context at all.

Note

The debug mode is only available if the module (you want to use it for) was built for :term:`HPy Universal ABI`.

The debugging context can already check for:

Activating Debug Mode

Debug mode works only for extensions built with HPy universal ABI.

To enable debug mode, use environment variable HPY. If HPY=debug, then all HPy modules are loaded with the trace context. Alternatively, it is also possible to specify the mode per module like this: HPY=modA:debug,modB:debug.

In order to verify that your extension is being loaded in debug mode, use environment variable HPY_LOG. If this variable is set, then all HPy extensions built in universal ABI mode print a message when loaded, such as:

> import snippets
Loading 'snippets' in HPy universal mode with a debug context

If the extension is built in CPython ABI mode, then the HPY_LOG environment variable has no effect.

An HPy extension module may be also explicitly loaded in debug mode using:

from hpy.universal import load, MODE_DEBUG
mod = load(module_name, so_filename, mode=MODE_DEBUG)

When loading HPy extensions explicitly, environment variables HPY_LOG and HPY have no effect for that extension.

Using Debug Mode

By default, when debug mode detects an error it will either abort the process (using :c:func:`HPy_FatalError`) or raise a fatal exception. This may sound very strict but in general, it is not safe to continue the execution.

When testing, aborting the process is unwanted. Module hpy.debug exposes the LeakDetector class to detect leaked HPy handles. For example:

.. literalinclude:: examples/tests.py
  :language: python
  :start-at: def test_leak_detector
  :end-before: # END: test_leak_detector

Additionally, the debug module also provides a pytest fixture, hpy_debug, that for the time being, enables the LeakDetector. In the future, it may also enable other useful debugging facilities.

.. literalinclude:: examples/tests.py
  :language: python
  :start-at: from hpy.debug.pytest import hpy_debug
  :end-at: # Run some HPy extension code

Warning

The usage of LeakDetector or hpy_debug by itself does not enable HPy debug mode! If debug mode is not enabled for any extension, then those features have no effect.

When dealing with handle leaks, it is useful to get a stack trace of the allocation of the leaked handle. This feature has large memory requirements and is therefore opt-in. It can be activated by:

.. literalinclude:: examples/tests.py
  :language: python
  :start-at: hpy.debug.set_handle_stack_trace_limit
  :end-at: hpy.debug.set_handle_stack_trace_limit

and disabled by:

.. literalinclude:: examples/tests.py
  :language: python
  :start-at: hpy.debug.disable_handle_stack_traces
  :end-at: hpy.debug.disable_handle_stack_traces


Example

Following HPy function leaks a handle:

.. literalinclude:: examples/snippets/snippets.c
  :start-after: // BEGIN: test_leak_stacktrace
  :end-before: // END: test_leak_stacktrace

When this script is executed in debug mode:

.. literalinclude:: examples/debug-example.py
  :language: python
  :end-before: print("SUCCESS")

The output is:

Traceback (most recent call last):
  File "/path/to/hpy/docs/examples/debug-example.py", line 7, in <module>
    snippets.test_leak_stacktrace()
  File "/path/to/hpy/debug/leakdetector.py", line 43, in __exit__
    self.stop()
  File "/path/to/hpy/debug/leakdetector.py", line 36, in stop
    raise HPyLeakError(leaks)
hpy.debug.leakdetector.HPyLeakError: 1 unclosed handle:
    <DebugHandle 0x556bbcf907c0 for 42>
Allocation stacktrace:
/path/to/site-packages/hpy-0.0.4.dev227+gd7eeec6.d20220510-py3.8-linux-x86_64.egg/hpy/universal.cpython-38d-x86_64-linux-gnu.so(debug_ctx_Long_FromLong+0x45) [0x7f1d928c48c4]
/path/to/site-packages/hpy_snippets-0.0.0-py3.8-linux-x86_64.egg/snippets.hpy.so(+0x122c) [0x7f1d921a622c]
/path/to/site-packages/hpy_snippets-0.0.0-py3.8-linux-x86_64.egg/snippets.hpy.so(+0x14b1) [0x7f1d921a64b1]
/path/to/site-packages/hpy-0.0.4.dev227+gd7eeec6.d20220510-py3.8-linux-x86_64.egg/hpy/universal.cpython-38d-x86_64-linux-gnu.so(debug_ctx_CallRealFunctionFromTrampoline+0xca) [0x7f1d928bde1e]
/path/to/site-packages/hpy_snippets-0.0.0-py3.8-linux-x86_64.egg/snippets.hpy.so(+0x129b) [0x7f1d921a629b]
/path/to/site-packages/hpy_snippets-0.0.0-py3.8-linux-x86_64.egg/snippets.hpy.so(+0x1472) [0x7f1d921a6472]
/path/to/libpython3.8d.so.1.0(+0x10a022) [0x7f1d93807022]
/path/to/libpython3.8d.so.1.0(+0x1e986b) [0x7f1d938e686b]
/path/to/libpython3.8d.so.1.0(+0x2015e9) [0x7f1d938fe5e9]
/path/to/libpython3.8d.so.1.0(_PyEval_EvalFrameDefault+0x1008c) [0x7f1d938f875a]
/path/to/libpython3.8d.so.1.0(PyEval_EvalFrameEx+0x64) [0x7f1d938e86b8]
/path/to/libpython3.8d.so.1.0(_PyEval_EvalCodeWithName+0xfaa) [0x7f1d938fc8af]
/path/to/libpython3.8d.so.1.0(PyEval_EvalCodeEx+0x86) [0x7f1d938fca25]
/path/to/libpython3.8d.so.1.0(PyEval_EvalCode+0x4b) [0x7f1d938e862b]

For the time being, HPy uses the glibc backtrace and backtrace_symbols functions. Therefore all their caveats and limitations apply. Usual recommendations to get more symbols in the traces and not only addresses, such as snippets.hpy.so(+0x122c), are:

  • link your native code with -rdynamic flag (LDFLAGS="-rdynamic")
  • build your code without optimizations and with debug symbols (CFLAGS="-O0 -g")
  • use addr2line command line utility, e.g.: addr2line -e /path/to/snippets.hpy.so -C -f +0x122c