[gdal-dev] Faster alternative to GetFeatureCount?
Sean Gillies
sean.gillies at gmail.com
Thu Jan 20 07:44:26 PST 2022
Hi Jon,
The performance of GetFeatureCount, filters, and GetNextFeature depends a
lot on the data format. If your data is in Postgres, for example, these
operations are super fast because the database keeps the number of rows
(features) in memory and has highly optimized views of selected rows. If
your data is in a CSV file, GDAL has to read every line to count the number
of features and when getting filtered features has to read all the lines in
between the ones you want. See
https://github.com/OSGeo/gdal/blob/master/ogr/ogrsf_frmts/csv/ogrcsvlayer.cpp#L1667
.
Can you switch to a more optimized format?
On Thu, Jan 20, 2022 at 2:02 AM Jon Morris <Jon.Morris at jbarisk.com> wrote:
> I'm writing applications using the GDAL Python bindings and when I profile
> for performance, GetFeatureCount frequently comes out near the top. I'm
> often using it to check whether a spatial or attribute filter has returned
> any features and don't need the full count. When the layer contains
> millions of features, there would be a big performance improvement if we
> could exit the count early.
>
>
>
> Is there a better way of doing this? I've tried using GetNextFeature
> instead, but there must be quite a lot of overhead in that function as it
> is much slower. All I need to know is if the layer has has 0, 1 or >1
> features, I don't need the actual count. Can anyone suggest the fastest way
> of doing this in Python? I'm using GDAL 3.3.1 at the moment but could
> upgrade if there is new functionality that would help.
>
>
>
> Thanks,
>
>
>
> Jon
>
>
>
> *Jon Morris*
>
> *Software Developer*
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>
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--
Sean Gillies
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