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Full Discussion: another awk question
Top Forums Shell Programming and Scripting another awk question Post 302503384 by bartus11 on Thursday 10th of March 2011 10:54:39 AM
Old 03-10-2011
Try:
Code:
awk 'NR==FNR{split($1,x,",");a[x[1]]=x[2];next}{$4=a[$4]}1' file_2 file_1

 

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NCBO(1) 						      General Commands Manual							   NCBO(1)

NAME
ncbo - netCDF Binary Operator SYNTAX
ncbo [-3] [-4] [-6] [-A] [-C] [-c] [-D dbg] [-d dim,[ min][,[ max]]] [-F] [-h] [-L dfl_lvl] [-l path] [-O] [-p path] [-R] [-r] [-t thr_nbr] [-v var[,...]] [-X box] [-x] file_1 file_2 file_3 DESCRIPTION
ncbo subtracts variables in file_2 from the corresponding variables (those with the same name) in file_1 and stores the results in file_3. Variables in file_2 are broadcast to conform to the corresponding variable in file_1 if necessary. Broadcasting a variable means creating data in non-existing dimensions from the data in existing dimensions. For example, a two dimensional variable in file_2 can be subtracted from a four, three, or two (but not one or zero) dimensional variable (of the same name) in file_1. This functionality allows the user to compute anomalies from the mean. Note that variables in file_1 are not broadcast to conform to the dimensions in file_2. Thus, ncbo, the number of dimensions, or rank, of any processed variable in file_1 must be greater than or equal to the rank of the same variable in file_2. Furthermore, the size of all dimensions common to both file_1 and file_2 must be equal. When computing anomalies from the mean it is often the case that file_2 was created by applying an averaging operator to a file with the same dimensions as file_1, if not file_1 itself. In these cases, creating file_2 with ncra rather than ncwa will cause the ncbo operation to fail. For concreteness say the record dimension in file_1 is time. If file_2 were created by averaging file_1 over the time dimension with the ncra operator rather than with the ncwa operator, then file_2 will have a time dimension of size 1 rather than having no time dimension at all In this case the input files to ncbo, file_1 and file_2, will have unequally sized time dimensions which causes ncbo to fail. To prevent this from occuring, use ncwa to remove the time dimension from file_2. An example is given below. ncbo will never difference coordinate variables or variables of type NC_CHAR or NC_BYTE. This ensures that coordinates like (e.g., lati- tude and longitude) are physically meaningful in the output file, file_3. This behavior is hardcoded. ncbo applies special rules to some NCAR CSM fields (e.g., ORO). See NCAR CSM Conventions for a complete description. Finally, we note that ncflint (ncflint netCDF File Interpolator) can be also perform file subtraction (as well as addition, multiplication and interpolation). EXAMPLES
Say files 85_0112.nc and 86_0112.nc each contain 12 months of data. Compute the change in the monthly averages from 1985 to 1986: ncbo 86_0112.nc 85_0112.nc 86m85_0112.nc The following examples demonstrate the broadcasting feature of ncbo. Say we wish to compute the monthly anomalies of T from the yearly average of T for the year 1985. First we create the 1985 average from the monthly data, which is stored with the record dimension time. ncra 85_0112.nc 85.nc ncwa -O -a time 85.nc 85.nc The second command, ncwa, gets rid of the time dimension of size 1 that ncra left in 85.nc. Now none of the variables in 85.nc has a time dimension. A quicker way to accomplish this is to use ncwa from the beginning: ncwa -a time 85_0112.nc 85.nc We are now ready to use ncbo to compute the anomalies for 1985: ncbo -v T 85_0112.nc 85.nc t_anm_85_0112.nc Each of the 12 records in t_anm_85_0112.nc now contains the monthly deviation of T from the annual mean of T for each gridpoint. Say we wish to compute the monthly gridpoint anomalies from the zonal annual mean. A zonal mean is a quantity that has been averaged over the longitudinal (or x) direction. First we use ncwa to average over longitudinal direction lon, creating xavg_85.nc, the zonal mean of 85.nc. Then we use ncbo to subtract the zonal annual means from the monthly gridpoint data: ncwa -a lon 85.nc xavg_85.nc ncbo 85_0112.nc xavg_85.nc tx_anm_85_0112.nc Assuming 85_0112.nc has dimensions time and lon, this example only works if xavg_85.nc has no time or lon dimension. As a final example, say we have five years of monthly data (i.e., 60 months) stored in 8501_8912.nc and we wish to create a file which con- tains the twelve month seasonal cycle of the average monthly anomaly from the five-year mean of this data. The following method is just one permutation of many which will accomplish the same result. First use ncwa to create the file containing the five-year mean: ncwa -a time 8501_8912.nc 8589.nc Next use ncbo to create a file containing the difference of each month's data from the five-year mean: ncbo 8501_8912.nc 8589.nc t_anm_8501_8912.nc Now use ncks to group the five January anomalies together in one file, and use ncra to create the average anomaly for all five Januarys. These commands are embedded in a shell loop so they are repeated for all twelve months: foreach idx (01 02 03 04 05 06 07 08 09 10 11 12) ncks -F -d time,,,12 t_anm_8501_8912.nc foo. ncra foo. t_anm_8589_.nc end Note that ncra understands the stride argument so the two commands inside the loop may be combined into the single command ncra -F -d time,,,12 t_anm_8501_8912.nc foo. Finally, use ncrcat to concatenate the 12 average monthly anomaly files into one twelve-record file which contains the entire seasonal cycle of the monthly anomalies: ncrcat t_anm_8589_??.nc t_anm_8589_0112.nc AUTHOR
NCO manual pages written by Charlie Zender and Brian Mays. REPORTING BUGS
Report bugs to <http://sf.net/bugs/?group_id=3331>. COPYRIGHT
Copyright (C) 1995-2010 Charlie Zender This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICU- LAR PURPOSE. SEE ALSO
The full documentation for NCO is maintained as a Texinfo manual called the NCO User's Guide. Because NCO is mathematical in nature, the documentation includes TeX-intensive portions not viewable on character-based displays. Hence the only complete and authoritative versions of the NCO User's Guide are the PDF (recommended), DVI, and Postscript versions at <http://nco.sf.net/nco.pdf>, <http://nco.sf.net/nco.dvi>, and <http://nco.sf.net/nco.ps>, respectively. HTML and XML versions are available at <http://nco.sf.net/nco.html> and <http://nco.sf.net/nco.xml>, respectively. If the info and NCO programs are properly installed at your site, the command info nco should give you access to the complete manual, except for the TeX-intensive portions. HOMEPAGE
The NCO homepage at <http://nco.sf.net> contains more information. NCBO(1)
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