[Numpy-discussion] Possible roadmap addendum: building better text file readers
Thu Feb 23 14:19:53 CST 2012
On Thu, Feb 23, 2012 at 2:08 PM, Travis Oliphant <firstname.lastname@example.org>wrote:
> This is actually on my short-list as well --- it just didn't make it to
> the list.
> In fact, we have someone starting work on it this week. It is his first
> project so it will take him a little time to get up to speed on it, but he
> will contact Wes and work with him and report progress to this list.
> Integration with np.loadtxt is a high-priority. I think loadtxt is now
> the 3rd or 4th "text-reading" interface I've seen in NumPy. I have no
> interest in making a new one if we can avoid it. But, we do need to make
> it faster with less memory overhead for simple cases like Wes describes.
I have a "proof of concept" CSV reader written in C (with a Cython
wrapper). I'll put it on github this weekend.
> On Feb 23, 2012, at 1:53 PM, Pauli Virtanen wrote:
> > Hi,
> > 23.02.2012 20:32, Wes McKinney kirjoitti:
> > [clip]
> >> To be clear: I'm going to do this eventually whether or not it
> >> happens in NumPy because it's an existing problem for heavy
> >> pandas users. I see no reason why the code can't emit structured
> >> arrays, too, so we might as well have a common library component
> >> that I can use in pandas and specialize to the DataFrame internal
> >> structure.
> > If you do this, one useful aim could be to design the code such that it
> > can be used in loadtxt, at least as a fast path for common cases. I'd
> > really like to avoid increasing the number of APIs for text file loading.
> > --
> > Pauli Virtanen
> > _______________________________________________
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