readtable with multiple date formats

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Ramon Sabin
Ramon Sabin am 5 Aug. 2020
Beantwortet: Jeremy Hughes am 6 Aug. 2020
Hi,
I have to read and concatenate multiple tables which all have the same number of variables. One of these variables is a datetime value which for each table comes in a different format ('dd:MM:yy hh:mm','d/MM/yyyy hh:mm', etc.) All of the formats have in common that the day precedes the month (non-US system).
The problem I have is that if I don't specify the datetime format, matlab defaults to US format in the tables that would accept it; if I specify the format, the datetime entry in the tables which don't match that format read NaT. The problem would be solved if I didn't have to specify the datetime format but could specify the default format to be in non-US style. A nice alternative would be to provide more than one datetime format and let the program pic the one that fits.
I would very much appreciate your help.
  2 Kommentare
dpb
dpb am 5 Aug. 2020
For right now the "one size fits all" limitation for a given file is there -- only workaround I know would be that hopefully you have some way to identify which files are in which format and to have a lookup table that uses that information to set the correct format for the file programmatically.
You can try calling the |detectImportOptions function before trying to read the file -- it does some more in-depth probing of the file than does readtable on its own -- it may be able to divine the correct format automagically. If that works, then just add that step before reading and pass the specific import object for the file.
Ramon Sabin
Ramon Sabin am 5 Aug. 2020
Thank you. I will try the function and see if I can work something out.

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Jeremy Hughes
Jeremy Hughes am 6 Aug. 2020
Without seeing the file, I can only guess, but I'd try the following first:
T = readtable(filename,'DateLocale',locale,...)
Not all of the formats will work in every locale though, so you might want to just import the dates as text,
T = readtable(filename,'DatetimeType','text',...)
Then you can deal with the different formats from in MATLAB, and have the benefit of seeing the data first. I'll open an enhancement request for this.
Hope this helps.

Weitere Antworten (1)

Peng Li
Peng Li am 5 Aug. 2020
A workaround for me I think is to just load that column in string format. After loading you can do some cleaning before you convert it back to datetime. For example, you can replace : with / first to consolidate these strings.

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