Hi,

I once encountered the same error when pickling very large objects (>
2Go). The error comes indeed from the cStringIO module. I got some
elements of explanation at http://bugs.python.org/issue7358

This seems to be solved in Python 3, and thus Python developers don't
appear quite in a hurry to solve this bug in Python 2.x.

Gilles



On 25 January 2013 14:50, Gael Varoquaux <[email protected]> wrote:
> On Fri, Jan 25, 2013 at 02:04:33AM +0000, Ark wrote:
>> Training SGDClassifier(alpha=1e-05, class_weight=None, epsilon=0.1, eta0=0.0,
>>        fit_intercept=True, l1_ratio=0.15, learning_rate=optimal, loss=log,
>>        n_iter=35, n_jobs=4, penalty=l2, power_t=0.5, random_state=None,
>>        rho=None, shuffle=True, verbose=1, warm_start=False)
>> python: ./Modules/cStringIO.c:419: O_cwrite: Assertion `oself->pos + l <
>> 2147483647' failed.
>> Aborted (core dumped)
>
> Wow, quite clearly it is failing to save. I am not sure what the problem
> is, but it lies in cStringIO. Maybe that module has an upper limit to the
> size of the data it can handle. You could try asking about this error on
> a more general Python venue where people might know the stringIO
> internals better.
>
> Gaƫl
>
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