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tblib

Traceback serialization library.

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Description

========
Overview
========



Serialization library for Exceptions and Tracebacks.

* Free software: BSD license

It allows you to:

* `Pickle <https://docs.python.org/3/library/pickle.html>`_ tracebacks and raise exceptions
  with pickled tracebacks in different processes. This allows better error handling when running
  code over multiple processes (imagine multiprocessing, billiard, futures, celery etc).
* Create traceback objects from strings (the ``from_string`` method). *No pickling is used*.
* Serialize tracebacks to/from plain dicts (the ``from_dict`` and ``to_dict`` methods). *No pickling is used*.
* Raise the tracebacks created from the aforementioned sources.
* Pickle an Exception together with its traceback and exception chain
  (``raise ... from ...``) *(Python 3 only)*

**Again, note that using the pickle support is completely optional. You are solely responsible for
security problems should you decide to use the pickle support.**

Installation
============

::

    pip install tblib

Documentation
=============

.. contents::
   :local:

Pickling tracebacks
~~~~~~~~~~~~~~~~~~~

**Note**: The traceback objects that come out are stripped of some attributes (like variables). But you'll be able to raise exceptions with
those tracebacks or print them - that should cover 99% of the usecases.

::

    >>> from tblib import pickling_support
    >>> pickling_support.install()
    >>> import pickle, sys
    >>> def inner_0():
    ...     raise Exception('fail')
    ...
    >>> def inner_1():
    ...     inner_0()
    ...
    >>> def inner_2():
    ...     inner_1()
    ...
    >>> try:
    ...     inner_2()
    ... except:
    ...     s1 = pickle.dumps(sys.exc_info())
    ...
    >>> len(s1) > 1
    True
    >>> try:
    ...     inner_2()
    ... except:
    ...     s2 = pickle.dumps(sys.exc_info(), protocol=pickle.HIGHEST_PROTOCOL)
    ...
    >>> len(s2) > 1
    True

    >>> try:
    ...     import cPickle
    ... except ImportError:
    ...     import pickle as cPickle
    >>> try:
    ...     inner_2()
    ... except:
    ...     s3 = cPickle.dumps(sys.exc_info(), protocol=pickle.HIGHEST_PROTOCOL)
    ...
    >>> len(s3) > 1
    True

Unpickling tracebacks
~~~~~~~~~~~~~~~~~~~~~

::

    >>> pickle.loads(s1)
    (<...Exception'>, Exception('fail'...), <traceback object at ...>)

    >>> pickle.loads(s2)
    (<...Exception'>, Exception('fail'...), <traceback object at ...>)

    >>> pickle.loads(s3)
    (<...Exception'>, Exception('fail'...), <traceback object at ...>)

Raising
~~~~~~~

::

    >>> from tblib.decorators import reraise
    >>> reraise(*pickle.loads(s1))
    Traceback (most recent call last):
      ...
      File "<doctest README.rst[14]>", line 1, in <module>
        reraise(*pickle.loads(s2))
      File "<doctest README.rst[8]>", line 2, in <module>
        inner_2()
      File "<doctest README.rst[5]>", line 2, in inner_2
        inner_1()
      File "<doctest README.rst[4]>", line 2, in inner_1
        inner_0()
      File "<doctest README.rst[3]>", line 2, in inner_0
        raise Exception('fail')
    Exception: fail
    >>> reraise(*pickle.loads(s2))
    Traceback (most recent call last):
      ...
      File "<doctest README.rst[14]>", line 1, in <module>
        reraise(*pickle.loads(s2))
      File "<doctest README.rst[8]>", line 2, in <module>
        inner_2()
      File "<doctest README.rst[5]>", line 2, in inner_2
        inner_1()
      File "<doctest README.rst[4]>", line 2, in inner_1
        inner_0()
      File "<doctest README.rst[3]>", line 2, in inner_0
        raise Exception('fail')
    Exception: fail
    >>> reraise(*pickle.loads(s3))
    Traceback (most recent call last):
      ...
      File "<doctest README.rst[14]>", line 1, in <module>
        reraise(*pickle.loads(s2))
      File "<doctest README.rst[8]>", line 2, in <module>
        inner_2()
      File "<doctest README.rst[5]>", line 2, in inner_2
        inner_1()
      File "<doctest README.rst[4]>", line 2, in inner_1
        inner_0()
      File "<doctest README.rst[3]>", line 2, in inner_0
        raise Exception('fail')
    Exception: fail

Pickling Exceptions together with their traceback and chain (Python 3 only)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

::

    >>> try:  # doctest: +SKIP
    ...     try:
    ...         1 / 0
    ...     except Exception as e:
    ...         raise Exception("foo") from e
    ... except Exception as e:
    ...     s = pickle.dumps(e)
    >>> raise pickle.loads(s)  # doctest: +SKIP
    Traceback (most recent call last):
      File "<doctest README.rst[16]>", line 3, in <module>
        1 / 0
    ZeroDivisionError: division by zero

    The above exception was the direct cause of the following exception:

    Traceback (most recent call last):
      File "<doctest README.rst[17]>", line 1, in <module>
        raise pickle.loads(s)
      File "<doctest README.rst[16]>", line 5, in <module>
        raise Exception("foo") from e
    Exception: foo

BaseException subclasses defined after calling ``pickling_support.install()`` will
**not** retain their traceback and exception chain pickling.
To cover custom Exceptions, there are three options:

1. Use ``@pickling_support.install`` as a decorator for each custom Exception

    .. code-block:: python

        >>> from tblib import pickling_support
        >>> # Declare all imports of your package's dependencies
        >>> import numpy  # doctest: +SKIP

        >>> pickling_support.install()  # install for all modules imported so far

        >>> @pickling_support.install
        ... class CustomError(Exception):
        ...     pass

   Eventual subclasses of ``CustomError`` will need to be decorated again.

2. Invoke ``pickling_support.install()`` after all modules have been imported and all
   Exception subclasses have been declared

    .. code-block:: python

        >>> # Declare all imports of your package's dependencies
        >>> import numpy  # doctest: +SKIP
        >>> from tblib import pickling_support

        >>> # Declare your own custom Exceptions
        >>> class CustomError(Exception):
        ...     pass

        >>> # Finally, install tblib
        >>> pickling_support.install()

3. Selectively install tblib for Exception instances just before they are pickled

    .. code-block:: python

       pickling_support.install(<Exception instance>, [Exception instance], ...)

   The above will install tblib pickling for all listed exceptions as well as any other
   exceptions in their exception chains.

   For example, one could write a wrapper to be used with
   `ProcessPoolExecutor <https://docs.python.org/3/library/concurrent.futures.html>`_,
   `Dask.distributed <https://distributed.dask.org/>`_, or similar libraries:

::

    >>> from tblib import pickling_support
    >>> def wrapper(func, *args, **kwargs):
    ...     try:
    ...         return func(*args, **kwargs)
    ...     except Exception as e:
    ...         pickling_support.install(e)
    ...         raise

What if we have a local stack, does it show correctly ?
-------------------------------------------------------

Yes it does::

    >>> exc_info = pickle.loads(s3)
    >>> def local_0():
    ...     reraise(*exc_info)
    ...
    >>> def local_1():
    ...     local_0()
    ...
    >>> def local_2():
    ...     local_1()
    ...
    >>> local_2()
    Traceback (most recent call last):
      File "...doctest.py", line ..., in __run
        compileflags, 1) in test.globs
      File "<doctest README.rst[24]>", line 1, in <module>
        local_2()
      File "<doctest README.rst[23]>", line 2, in local_2
        local_1()
      File "<doctest README.rst[22]>", line 2, in local_1
        local_0()
      File "<doctest README.rst[21]>", line 2, in local_0
        reraise(*exc_info)
      File "<doctest README.rst[11]>", line 2, in <module>
        inner_2()
      File "<doctest README.rst[5]>", line 2, in inner_2
        inner_1()
      File "<doctest README.rst[4]>", line 2, in inner_1
        inner_0()
      File "<doctest README.rst[3]>", line 2, in inner_0
        raise Exception('fail')
    Exception: fail

It also supports more contrived scenarios
-----------------------------------------

Like tracebacks with syntax errors::

    >>> from tblib import Traceback
    >>> from examples import bad_syntax
    >>> try:
    ...     bad_syntax()
    ... except:
    ...     et, ev, tb = sys.exc_info()
    ...     tb = Traceback(tb)
    ...
    >>> reraise(et, ev, tb.as_traceback())
    Traceback (most recent call last):
      ...
      File "<doctest README.rst[58]>", line 1, in <module>
        reraise(et, ev, tb.as_traceback())
      File "<doctest README.rst[57]>", line 2, in <module>
        bad_syntax()
      File "...tests...examples.py", line 18, in bad_syntax
        import badsyntax
      File "...tests...badsyntax.py", line 5
        is very bad
         ^
    SyntaxError: invalid syntax

Or other import failures::

    >>> from examples import bad_module
    >>> try:
    ...     bad_module()
    ... except:
    ...     et, ev, tb = sys.exc_info()
    ...     tb = Traceback(tb)
    ...
    >>> reraise(et, ev, tb.as_traceback())
    Traceback (most recent call last):
      ...
      File "<doctest README.rst[61]>", line 1, in <module>
        reraise(et, ev, tb.as_traceback())
      File "<doctest README.rst[60]>", line 2, in <module>
        bad_module()
      File "...tests...examples.py", line 23, in bad_module
        import badmodule
      File "...tests...badmodule.py", line 3, in <module>
        raise Exception("boom!")
    Exception: boom!

Or a traceback that's caused by exceeding the recursion limit (here we're
forcing the type and value to have consistency across platforms)::

    >>> def f(): f()
    >>> try:
    ...    f()
    ... except RuntimeError:
    ...    et, ev, tb = sys.exc_info()
    ...    tb = Traceback(tb)
    ...
    >>> reraise(RuntimeError, RuntimeError("maximum recu