[R] Freeing up memory in R

Jeff Newmiller jdnewmil at dcn.davis.CA.us
Tue May 13 10:13:42 CEST 2014


Perhaps ?read.fwf might help 
---------------------------------------------------------------------------
Jeff Newmiller                        The     .....       .....  Go Live...
DCN:<jdnewmil at dcn.davis.ca.us>        Basics: ##.#.       ##.#.  Live Go...
                                      Live:   OO#.. Dead: OO#..  Playing
Research Engineer (Solar/Batteries            O.O#.       #.O#.  with
/Software/Embedded Controllers)               .OO#.       .OO#.  rocks...1k
--------------------------------------------------------------------------- 
Sent from my phone. Please excuse my brevity.

On May 12, 2014 3:01:49 PM PDT, Zilefac Elvis <zilefacelvis at yahoo.com> wrote:
>Hi,
>I will like to free up memory in R and make my program execute faster.
>At the moment, MY PROGRAM IS VERY SLOW probably due to memory issues.
>Here is sample data (Rcode is found at the end) from one simulation(I
>have 1000 such files to process): 
>
>
>
>list(c("1971 1 1GGG1  0.00 -3.68 -0.29", "1971 1 1GGG2  0.00 -8.31 
>0.81", 
>"1971 1 1GGG3  0.00-10.69  5.69", "1971 1 1GGG4  1.78 -6.96 -2.20", 
>"1971 1 1GGG5  2.64 -9.48  9.20", "1971 1 1GGG6  0.00 -9.74  3.73", 
>"1971 1 1GGG7  0.00 -8.49  3.58", "1971 1 1GGG8  0.00 -2.78 -2.92", 
>"1971 1 1GGG9  0.00 -9.30  0.63", "1971 1 1GG10  4.87 -5.59  3.11", 
>"1971 1 1GG11  0.10-12.04 10.80", "1971 1 1GG12  0.00 -5.24 -0.43", 
>"1971 1 1GG13  0.00 -8.82  2.88", "1971 1 1GG14  0.00-11.10 14.50", 
>"1971 1 1GG15  0.00 -5.54 10.12", "1971 1 1GG16  0.00 -4.54 10.48", 
>"1971 1 1GG17  0.00  1.68 17.28", "1971 1 1GG18  0.00 -5.79  6.64", 
>"1971 1 1GG19  0.00 -5.27 14.29", "1971 1 1GG20  0.00 -8.93  9.60", 
>"1971 1 1GG21  5.29  1.30 15.62", "1971 1 1GG22  0.00 -2.50 19.20", 
>"1971 1 1GG23  0.00 -7.04 15.73", "1971 1 1GG24  0.00 -8.53 11.60", 
>"1971 1 1GG25  0.00 -0.82 10.33", "1971 1 1GG26  0.00 -6.28 21.58", 
>"1971 1 1GG27  0.00 -4.73 20.56", "1971 1 1GG28  9.15 -4.38 11.70", 
>"1971 1 1GG29  0.00  2.91  6.94", "1971 1 1GG30  0.00 -7.27 -4.96", 
>"1971 1 1GG31  0.00  2.27  8.05", "1971 1 1GG32  0.00 -3.56  0.66", 
>"1971 1 1GG33  0.00 -0.75  5.10", "1971 1 1GG34  1.81  2.82 -1.50", 
>"1971 1 1GG35  0.00 -9.33 -5.15", "1971 1 1GG36  0.45 -0.41  1.59", 
>"1971 1 1GG37  0.00  0.54  3.06", "1971 1 1GG38  0.00  1.85  0.87", 
>"1971 1 1GG39  0.00  0.41 -5.11", "1971 1 1GG40  3.38 -8.04-10.43", 
>"1971 1 1GG41  0.00 -7.00  3.22", "1971 1 1GG42  0.00  1.44  0.52", 
>"1971 1 1GG43  0.00 -5.16 -4.01", "1971 1 1GG44  0.00 -0.73 -4.24", 
>"1971 1 1GG45  8.63 -9.15  1.35", "1971 1 1GG46  0.00-10.04  6.62", 
>"1971 1 1GG47  0.00 -9.67  8.25", "1971 1 1GG48  0.00-11.63  2.14", 
>"1971 1 1GG49  0.00-10.33  6.68", "1971 1 1GG50  0.00-12.78  3.26", 
>"1971 1 1GG51  9.71 -9.00  4.21", "1971 1 1GG52  2.87-11.94  6.01", 
>"1971 1 1GG53  0.00-13.34  4.57", "1971 1 1GG54  0.71-12.14  9.01", 
>"1971 1 1GG55  2.15 -9.84  1.37", "1971 1 1GG56  0.00-10.11 10.45", 
>"1971 1 1GG57  0.00-10.06  0.97", "1971 1 1GG58  0.00-13.06  6.45", 
>"1971 1 1GG59  0.00-13.17  4.48", "1971 1 1GG60  0.00-11.05  6.79", 
>"1971 1 1GG61  0.00-11.11  1.11", "1971 1 1GG62  0.00 -8.17 10.90", 
>"1971 1 1GG63  0.00-10.98  2.10", "1971 1 1GG64  0.00-12.82  6.07", 
>"1971 1 1GG65  0.00 -8.65  4.32", "1971 1 1GG66  0.00-11.13  3.06", 
>"1971 1 1GG67  0.00 -9.84  1.38", "1971 1 1GG68  1.48-13.17 -4.12", 
>"1971 1 1GG69  0.00-10.64  6.51", "1971 1 1GG70  0.00-12.74  1.47", 
>"1971 1 1GG71  0.00-12.14  9.21", "1971 1 1GG72  0.00-13.07  6.01", 
>"1971 1 1GG73  0.00-11.02  3.18", "1971 1 1GG74  0.00-13.81  3.39", 
>"1971 1 1GG75  0.00-11.53  3.23", "1971 1 1GG76  0.00-11.74  0.52", 
>"1971 1 1GG77  0.00 -9.95 -1.56", "1971 1 1GG78  0.00-12.34 -4.90", 
>"1971 1 1GG79  0.44-12.93 -3.38", "1971 1 1GG80  0.00 -7.25  1.21", 
>"1971 1 1GG81  0.00 -6.69 -2.24", "1971 1 1GG82  0.00 -9.39 -4.35", 
>"1971 1 1GG83  0.00-12.34  2.54", "1971 1 1GG84  0.00 -3.51  2.19", 
>"1971 1 1GG85  0.00-12.03  6.77", "1971 1 1GG86  0.00 -3.54  1.12", 
>"1971 1 1GG87  0.00 -8.15 -0.70", "1971 1 1GG88  0.00 -7.02 -0.51", 
>"1971 1 1GG89  0.00-11.05  2.15", "1971 1 1GG90  0.00-11.44  7.73", 
>"1971 1 1GG91  0.11-11.22  7.26", "1971 1 1GG92  0.00 -4.54  9.87", 
>"1971 1 1GG93  0.00 -4.72 10.68", "1971 1 1GG94  0.00 -8.55  9.54", 
>"1971 1 1GG95  0.19 -0.79 12.46", "1971 1 1GG96  0.00 -4.79 11.92", 
>"1971 1 1GG97  0.00 -5.09 10.64", "1971 1 1GG98  0.00 -4.22 15.50", 
>"1971 1 1GG99  0.00 -7.64 11.21", "1971 1 1G100  0.00 -2.79 11.64", 
>"1971 1 1G101  0.00 -1.62 13.53", "1971 1 1G102  0.00 -4.37  7.94", 
>"1971 1 1G103 13.88 -6.72  5.49", "1971 1 1G104  0.00 -5.19  6.39", 
>"1971 1 1G105 15.04 -2.39  6.86", "1971 1 1G106  0.00-12.08 -1.34", 
>"1971 1 1G107  0.00 -5.80  9.32", "1971 1 1G108  0.00-12.17 10.07", 
>"1971 1 1G109  0.00 -5.83 10.43", "1971 1 1G110  0.00 -6.29  7.37", 
>"1971 1 1G111  0.00-10.59  7.34", "1971 1 1G112  0.00 -3.20  9.05", 
>"1971 1 1G113  0.00 -7.02 11.55", "1971 1 1G114  1.21 -9.86 -2.75", 
>"1971 1 1G115  0.00-14.74  1.11", "1971 1 1G116  0.00 -5.25 -7.93", 
>"1971 1 1G117  0.00 -5.38 -4.76", "1971 1 1G118  0.00 -4.13 -0.12", 
>"1971 1 1G119  0.00 -8.21 -1.76", "1971 1 1G120  0.00-15.05 -1.92", 
>"1971 1 2GGG1  0.00 -9.93 -0.13", "1971 1 2GGG2  0.00-11.32 -2.16", 
>"1971 1 2GGG3  0.00-12.02  0.10", "1971 1 2GGG4  0.92-13.14 -1.17", 
>"1971 1 2GGG5  0.19 -8.28 -0.98", "1971 1 2GGG6  0.00 -9.40 -1.68", 
>"1971 1 2GGG7  0.00-10.15  4.32", "1971 1 2GGG8  0.30-11.11  4.24", 
>"1971 1 2GGG9  0.00-12.39 -4.05", "1971 1 2GG10  0.00-11.47 -6.93", 
>"1971 1 2GG11  0.00 -8.63 -2.02", "1971 1 2GG12  0.00-15.46 -1.03", 
>"1971 1 2GG13  0.00-13.92 -3.91", "1971 1 2GG14  0.00 -9.83  0.18", 
>"1971 1 2GG15  0.00-12.03 -4.69", "1971 1 2GG16  0.00 -6.67  2.08", 
>"1971 1 2GG17  0.00 -6.25  5.27", "1971 1 2GG18  0.00-12.58 -3.52", 
>"1971 1 2GG19  0.00 -5.30  3.12", "1971 1 2GG20  0.00 -6.87 -4.64", 
>"1971 1 2GG21  0.00 -4.62  6.34", "1971 1 2GG22  0.15 -5.88  5.35", 
>"1971 1 2GG23  0.00 -7.02  2.15", "1971 1 2GG24  0.12-13.33 -2.68", 
>"1971 1 2GG25  0.00 -2.34 10.02", "1971 1 2GG26  0.00 -6.57  2.30", 
>"1971 1 2GG27  0.00 -4.73 -0.28", "1971 1 2GG28  0.00 -6.22 -1.39", 
>"1971 1 2GG29  0.00 -8.91 20.70", "1971 1 2GG30  0.00-15.40  0.53", 
>"1971 1 2GG31  0.00 -8.71 18.24", "1971 1 2GG32  0.00-13.01  5.36", 
>"1971 1 2GG33  0.00 -8.09 10.58", "1971 1 2GG34  0.00 -9.32  6.58", 
>"1971 1 2GG35  0.31-17.87 -7.52", "1971 1 2GG36  0.00-14.72  1.90", 
>"1971 1 2GG37  0.00 -8.50  8.82", "1971 1 2GG38  0.00 -9.26  5.61", 
>"1971 1 2GG39  0.00-13.47  1.98", "1971 1 2GG40  0.00-18.61 -6.15", 
>"1971 1 2GG41  0.00-10.59 13.95", "1971 1 2GG42  0.00-10.94  9.05", 
>"1971 1 2GG43  0.00-13.32 13.60", "1971 1 2GG44  0.00-15.20 12.57", 
>"1971 1 2GG45  0.00-15.69  2.25", "1971 1 2GG46  1.84-14.36  3.01", 
>"1971 1 2GG47  0.00-10.36  5.18", "1971 1 2GG48  0.00 -6.97 -0.76", 
>"1971 1 2GG49  0.00-11.56 -1.59", "1971 1 2GG50  0.88-11.91 -8.33", 
>"1971 1 2GG51  0.44-11.14  6.07", "1971 1 2GG52  0.21-11.67 -1.25", 
>"1971 1 2GG53  0.00-11.30 -2.55", "1971 1 2GG54  0.00-11.88  2.89", 
>"1971 1 2GG55  0.00 -6.06 -4.93", "1971 1 2GG56  0.00-10.40 -0.51", 
>"1971 1 2GG57  0.00 -9.97 -3.60", "1971 1 2GG58  0.00 -8.23  3.14", 
>"1971 1 2GG59  0.00 -9.93  1.70", "1971 1 2GG60  0.00-13.92  4.15", 
>"1971 1 2GG61  0.00-12.03-10.30", "1971 1 2GG62  0.00 -7.33 -4.22", 
>"1971 1 2GG63  0.00-11.55-13.21", "1971 1 2GG64  0.00-12.16-12.32", 
>"1971 1 2GG65  0.00 -9.60-11.10", "1971 1 2GG66  0.00-10.90 -6.06", 
>"1971 1 2GG67  0.00-12.19-12.06", "1971 1 2GG68  0.00-15.60 -8.34", 
>"1971 1 2GG69  0.00 -3.31  0.27", "1971 1 2GG70  0.00-15.22 -5.89", 
>"1971 1 2GG71  0.00 -8.63 -5.90", "1971 1 2GG72  0.00-14.99  3.00", 
>"1971 1 2GG73  0.00-11.75 -3.75", "1971 1 2GG74  0.00-11.97-12.86", 
>"1971 1 2GG75  0.00-12.25 -3.46", "1971 1 2GG76  0.00-11.76-12.13", 
>"1971 1 2GG77  0.00-11.49 -9.43", "1971 1 2GG78  0.00-14.66 -8.56", 
>"1971 1 2GG79  0.00-15.49 -7.10", "1971 1 2GG80  0.00-14.48-16.07", 
>"1971 1 2GG81  0.11-12.21-15.29", "1971 1 2GG82  0.00-17.10-16.05", 
>"1971 1 2GG83  0.00-15.24-10.19", "1971 1 2GG84  0.00-10.14 -9.20", 
>"1971 1 2GG85  0.00 -7.62 -0.03", "1971 1 2GG86  0.10-10.68-11.16", 
>"1971 1 2GG87  0.40-20.02-14.83", "1971 1 2GG88  0.00-13.17 -4.92", 
>"1971 1 2GG89  0.00-15.42 -1.34", "1971 1 2GG90  0.00 -8.75  0.07", 
>"1971 1 2GG91  0.24-11.55 -3.52", "1971 1 2GG92  0.00-11.53  1.77", 
>"1971 1 2GG93  0.00 -8.91  0.84", "1971 1 2GG94  0.00-11.88  7.64", 
>"1971 1 2GG95  0.24 -7.16 -0.89", "1971 1 2GG96  0.00-15.64  2.48", 
>"1971 1 2GG97  0.00-11.90  2.21", "1971 1 2GG98  0.00-10.73  6.50", 
>"1971 1 2GG99  0.00 -8.61 -2.58", "1971 1 2G100  0.00-11.06 -3.27", 
>"1971 1 2G101  0.00 -9.02 -5.16", "1971 1 2G102  0.00-10.17-14.01", 
>"1971 1 2G103  0.16-15.32 -9.94", "1971 1 2G104  0.00-11.31 -9.86", 
>"1971 1 2G105  0.00-12.00-15.05", "1971 1 2G106  0.00-20.69 -3.77", 
>"1971 1 2G107  0.74-10.42-11.52", "1971 1 2G108  0.00-10.91 -5.03", 
>"1971 1 2G109  0.00-11.26 -9.73", "1971 1 2G110  0.00-14.79  2.21", 
>"1971 1 2G111  0.00 -9.31 -2.70", "1971 1 2G112  0.00-13.16 -2.77", 
>"1971 1 2G113  0.00-12.08 -1.78", "1971 1 2G114  0.28-18.98 -7.20", 
>"1971 1 2G115  0.00-21.06 -4.52", "1971 1 2G116  0.00-14.65 -8.84", 
>"1971 1 2G117  0.00-13.81-10.56", "1971 1 2G118  0.00-17.12-12.53", 
>"1971 1 2G119  0.00-15.07 -8.09", "1971 1 2G120  0.00-20.96 -3.77", 
>"1971 1 3GGG1  0.00-16.52  1.85", "1971 1 3GGG2  0.00-16.88 -0.03", 
>"1971 1 3GGG3  0.00-22.33 -6.00", "1971 1 3GGG4  0.00-16.25  2.89", 
>"1971 1 3GGG5  0.00-18.35 -4.39", "1971 1 3GGG6  0.00-18.79 -5.67", 
>"1971 1 3GGG7  0.00-14.16  1.51", "1971 1 3GGG8  0.00-17.76 -0.85", 
>"1971 1 3GGG9  0.00-16.45 -6.30", "1971 1 3GG10  0.00-16.25 -6.24", 
>"1971 1 3GG11  0.00-23.74-12.63", "1971 1 3GG12  0.00-19.31 -0.52", 
>"1971 1 3GG13  0.00-19.13  2.08", "1971 1 3GG14  0.00-24.46 -5.04", 
>"1971 1 3GG15  0.00-18.92 -0.13", "1971 1 3GG16  0.00-12.50 -3.54", 
>"1971 1 3GG17  0.00-13.29 -2.78", "1971 1 3GG18  0.00-18.98 -4.70", 
>"1971 1 3GG19  0.00-13.83 -2.44", "1971 1 3GG20  0.00-25.79-10.25", 
>"1971 1 3GG21  0.00-11.34 -0.66", "1971 1 3GG22  0.00-10.11 -2.83", 
>"1971 1 3GG23  0.00-15.43 -6.29", "1971 1 3GG24  0.00-23.01-10.25", 
>"1971 1 3GG25  0.00-10.67 -0.10", "1971 1 3GG26  0.00-12.69 -0.85", 
>"1971 1 3GG27  0.00-12.28  2.12", "1971 1 3GG28  0.00-10.84 -1.60", 
>"1971 1 3GG29  0.00-12.87  6.40", "1971 1 3GG30  0.00-17.11-11.62", 
>"1971 1 3GG31  0.00-11.18  8.41", "1971 1 3GG32  0.00-15.34 -6.13", 
>"1971 1 3GG33  0.30-10.22  4.38", "1971 1 3GG34  0.00 -7.67  0.55", 
>"1971 1 3GG35  0.00-23.97-14.95", "1971 1 3GG36  0.00-15.38 -8.96", 
>"1971 1 3GG37  0.00-12.40  0.59", "1971 1 3GG38  0.00-16.12 -5.61", 
>"1971 1 3GG39  0.00-14.92 -4.53", "1971 1 3GG40  0.00-19.95-24.96", 
>"1971 1 3GG41  0.00 -4.98  2.40", "1971 1 3GG42  0.00-13.02 -1.68", 
>"1971 1 3GG43  0.00 -8.66 -0.90", "1971 1 3GG44  0.00-18.83 -1.64", 
>"1971 1 3GG45  0.00-21.70 -7.68", "1971 1 3GG46  0.00-15.27 -5.41", 
>"1971 1 3GG47  0.00-14.05 -0.73", "1971 1 3GG48  0.00-13.93 -5.77", 
>"1971 1 3GG49  0.00-16.17 -4.18", "1971 1 3GG50  0.00-16.77 -7.11", 
>"1971 1 3GG51  0.00 -7.58 -0.51", "1971 1 3GG52  0.00-12.36 -0.10", 
>"1971 1 3GG53  0.00-13.30 -4.58", "1971 1 3GG54  0.00-17.50 -0.17", 
>"1971 1 3GG55  0.00-10.87 -4.69", "1971 1 3GG56  0.00-15.65 -4.07", 
>"1971 1 3GG57  0.00-10.13 -6.90", "1971 1 3GG58  0.00-10.99 -2.58", 
>"1971 1 3GG59  0.00-11.61  0.17", "1971 1 3GG60  0.00-16.23 -2.26", 
>"1971 1 3GG61  0.00-23.78 -9.75", "1971 1 3GG62  0.00-18.30-10.07", 
>"1971 1 3GG63  0.00-15.22-10.82", "1971 1 3GG64  0.00-26.67 -8.80", 
>"1971 1 3GG65  0.00-22.32-11.40", "1971 1 3GG66  0.00-20.75 -9.33", 
>"1971 1 3GG67  0.00-21.49 -6.17", "1971 1 3GG68  0.00-20.95 -6.75", 
>"1971 1 3GG69  0.00-16.59 -9.57", "1971 1 3GG70  0.00-22.90 -7.87", 
>"1971 1 3GG71  0.00-17.54 -7.42", "1971 1 3GG72  0.00-21.58 -5.26", 
>"1971 1 3GG73  0.00-13.55 -7.83", "1971 1 3GG74  0.00-21.83 -7.61", 
>"1971 1 3GG75  0.00-13.82 -7.70", "1971 1 3GG76  0.00-17.80 -7.74", 
>"1971 1 3GG77  0.00-15.44 -7.29", "1971 1 3GG78  0.00-26.86-12.66", 
>"1971 1 3GG79  0.00-21.57-18.33", "1971 1 3GG80  0.00-19.76-31.16", 
>"1971 1 3GG81  0.00-25.27-24.01", "1971 1 3GG82  0.00-19.48-17.67", 
>"1971 1 3GG83  0.00-28.56-21.77", "1971 1 3GG84  0.00-17.78-15.83", 
>"1971 1 3GG85  0.00-21.06 -5.97", "1971 1 3GG86  0.00-20.99-11.87", 
>"1971 1 3GG87  0.00-22.14-21.84", "1971 1 3GG88  0.00-11.99 -7.91", 
>"1971 1 3GG89  0.00-12.78-10.42", "1971 1 3GG90  0.00-16.86 -5.39", 
>"1971 1 3GG91  0.24-17.71 -5.89", "1971 1 3GG92  0.00-18.13 -9.15", 
>"1971 1 3GG93  0.00-18.44-11.16", "1971 1 3GG94  0.00 -8.72 -0.58", 
>"1971 1 3GG95  0.00-16.33-11.66", "1971 1 3GG96  0.00-23.98-16.25", 
>"1971 1 3GG97  0.00-16.74-10.71", "1971 1 3GG98  0.00-18.25-13.33", 
>"1971 1 3GG99  0.00-21.98-20.73", "1971 1 3G100  0.00-16.49-18.91", 
>"1971 1 3G101  0.00-18.14-13.35", "1971 1 3G102  0.00-21.92-21.30", 
>"1971 1 3G103  0.00-24.87-17.26", "1971 1 3G104  0.00-25.17-21.08", 
>"1971 1 3G105  0.00-24.43-19.17", "1971 1 3G106  0.00-16.21-14.39", 
>"1971 1 3G107  0.10-29.17-19.95", "1971 1 3G108  0.00-28.58-11.97", 
>"1971 1 3G109  0.00-26.68-19.91", "1971 1 3G110  0.00-15.17 -7.27", 
>"1971 1 3G111  0.00-15.67 -7.13", "1971 1 3G112  0.00-16.41-10.49", 
>"1971 1 3G113  0.00-17.01 -7.53", "1971 1 3G114  0.00-18.71-15.00", 
>"1971 1 3G115  0.00-16.51-16.38", "1971 1 3G116  0.00-11.14-17.32", 
>"1971 1 3G117  0.00-13.07-16.85", "1971 1 3G118  0.00-25.12-21.44", 
>"1971 1 3G119  0.00-11.40-13.32", "1971 1 3G120  0.00-17.84-11.70", 
>"1971 1 4GGG1  0.00-16.41-11.50", "1971 1 4GGG2  0.00-14.54-12.04", 
>"1971 1 4GGG3  0.00-16.56-11.39", "1971 1 4GGG4  0.00-13.64-12.68", 
>"1971 1 4GGG5  0.00-14.36 -9.21", "1971 1 4GGG6  0.00-15.84 -6.35", 
>"1971 1 4GGG7  0.00-14.43 -7.76", "1971 1 4GGG8  0.00-14.36-13.15", 
>"1971 1 4GGG9  0.00-16.85-11.71", "1971 1 4GG10  0.00-13.91 -7.79", 
>"1971 1 4GG11  0.00-20.93-15.64", "1971 1 4GG12  0.00-17.45 -8.60", 
>"1971 1 4GG13  0.00-13.19 -3.67", "1971 1 4GG14  0.00-18.00-14.84", 
>"1971 1 4GG15  0.00-16.38-13.05", "1971 1 4GG16  0.00-10.27-14.51", 
>"1971 1 4GG17  0.00 -8.83-10.29", "1971 1 4GG18  0.00-12.94-11.71", 
>"1971 1 4GG19  0.00-13.54 -9.55", "1971 1 4GG20  0.00-25.36-18.19", 
>"1971 1 4GG21  0.00 -6.97-14.26", "1971 1 4GG22  0.00 -8.44 -9.49", 
>"1971 1 4GG23  0.00-15.45-10.71", "1971 1 4GG24  0.00-21.18-15.86", 
>"1971 1 4GG25  0.00-11.38-10.29", "1971 1 4GG26  0.00 -7.77-11.42", 
>"1971 1 4GG27  4.34 -7.39-12.00", "1971 1 4GG28  0.00-13.22 -9.70", 
>"1971 1 4GG29  0.00-12.92-11.16", "1971 1 4GG30  0.00-18.76-12.76", 
>"1971 1 4GG31  0.00-13.27 -9.22", "1971 1 4GG32  0.00-13.94 -9.26", 
>"1971 1 4GG33  0.00 -9.69-13.98", "1971 1 4GG34  0.00-13.50-11.10", 
>"1971 1 4GG35  0.00-25.03 -9.58", "1971 1 4GG36  0.00-17.20-13.59", 
>"1971 1 4GG37  0.00-14.93 -9.16", "1971 1 4GG38  0.00-25.30-10.01", 
>"1971 1 4GG39  0.00-18.25-14.41", "1971 1 4GG40  0.00-29.68-22.25", 
>"1971 1 4GG41  0.00-21.96 -3.32", "1971 1 4GG42  0.00-22.86-14.12", 
>"1971 1 4GG43  0.00-15.78 -9.00", "1971 1 4GG44  0.00-21.51-15.96", 
>"1971 1 4GG45  0.00-23.04-12.33", "1971 1 4GG46  0.00-15.58 -8.41", 
>"1971 1 4GG47  0.00-17.54 -3.44", "1971 1 4GG48  0.00-18.56 -6.02", 
>"1971 1 4GG49  0.00-13.34 -3.38", "1971 1 4GG50  0.00-19.55 -3.63", 
>"1971 1 4GG51  0.00-17.65 -6.99", "1971 1 4GG52  0.00-15.34 -7.12", 
>"1971 1 4GG53  0.00-17.99 -7.59", "1971 1 4GG54  0.00-19.33 -5.80", 
>"1971 1 4GG55  0.00-13.61 -1.53", "1971 1 4GG56  0.00-18.51 -4.81", 
>"1971 1 4GG57  0.00-18.60 -7.14", "1971 1 4GG58  0.00-18.29 -6.32", 
>"1971 1 4GG59  0.00-18.90 -3.90", "1971 1 4GG60  0.00-13.00 -2.62", 
>"1971 1 4GG61  0.00-22.11 -4.93", "1971 1 4GG62  0.00-19.34-13.69", 
>"1971 1 4GG63  0.00-23.73 -5.29", "1971 1 4GG64  0.00-20.87 -7.81", 
>"1971 1 4GG65  0.00-19.49-13.47", "1971 1 4GG66  0.00-17.06-10.01", 
>"1971 1 4GG67  0.00-20.76-11.17", "1971 1 4GG68  0.00-20.37 -8.24", 
>"1971 1 4GG69  0.00-15.26-11.76", "1971 1 4GG70  0.00-25.95 -3.55", 
>"1971 1 4GG71  0.00-23.61 -6.51", "1971 1 4GG72  0.00-22.34 -7.49", 
>"1971 1 4GG73  0.00-24.61 -1.74", "1971 1 4GG74  0.00-21.12 -0.14", 
>"1971 1 4GG75  0.00-11.79 -2.70", "1971 1 4GG76  0.00-17.31  1.33", 
>"1971 1 4GG77  0.00-19.35 -0.41", "1971 1 4GG78  0.00-18.90-13.27", 
>"1971 1 4GG79  0.00-26.41-22.36", "1971 1 4GG80  0.00-29.95-25.03", 
>"1971 1 4GG81  0.00-21.31-20.98", "1971 1 4GG82  0.00-18.25-14.39", 
>"1971 1 4GG83  0.00-23.63-20.31", "1971 1 4GG84  0.00-23.54 -8.82", 
>"1971 1 4GG85  0.00-20.43 -5.85", "1971 1 4GG86  0.00-15.32  1.52", 
>"1971 1 4GG87  0.00-24.45-13.93", "1971 1 4GG88  0.00-21.04  0.56", 
>"1971 1 4GG89  0.00-19.27 -9.12", "1971 1 4GG90  0.00-16.61 -8.00", 
>"1971 1 4GG91  0.00-13.00 -8.94", "1971 1 4GG92  0.00-19.52-16.01", 
>"1971 1 4GG93  0.00-20.95-20.97", "1971 1 4GG94  0.00-12.86 -8.94", 
>"1971 1 4GG95  0.00-18.34-17.80", "1971 1 4GG96  0.00-27.52-23.63", 
>"1971 1 4GG97  0.00-15.03-20.09", "1971 1 4GG98  0.00-16.96-18.70", 
>"1971 1 4GG99  0.00-28.92-25.38", "1971 1 4G100  0.00-25.56-21.66", 
>"1971 1 4G101  0.00-19.86-19.03", "1971 1 4G102  0.00-21.15-23.43", 
>"1971 1 4G103  0.00-20.42-20.69", "1971 1 4G104  0.00-24.67-23.27", 
>"1971 1 4G105  0.00-21.71-23.51", "1971 1 4G106  0.00-19.82-20.67", 
>"1971 1 4G107  0.00-26.08-23.59", "1971 1 4G108  0.00-25.48-19.28", 
>"1971 1 4G109  0.00-28.97-23.75", "1971 1 4G110  0.00-14.21-15.92", 
>"1971 1 4G111  0.00 -9.66 -9.89", "1971 1 4G112  0.00-17.63-17.87", 
>"1971 1 4G113  0.00-15.47-18.62", "1971 1 4G114  0.00-22.40-10.57", 
>"1971 1 4G115  0.00-16.63-18.67", "1971 1 4G116  0.00-16.46-23.35", 
>"1971 1 4G117  0.00-21.74-18.95", "1971 1 4G118  0.00-26.05-24.33", 
>"1971 1 4G119  0.00-14.23-16.48", "1971 1 4G120  0.00-17.76-18.19", 
>"1971 1 5GGG1  0.00-22.86 -5.25", "1971 1 5GGG2  0.00-20.09 -9.21", 
>"1971 1 5GGG3  0.00-20.54 -9.76", "1971 1 5GGG4  0.00-18.66 -5.72", 
>"1971 1 5GGG5  0.10-17.42 -7.73", "1971 1 5GGG6  0.00-18.90 -5.31", 
>"1971 1 5GGG7  0.00-22.18 -2.96", "1971 1 5GGG8  0.00-22.00-10.47", 
>"1971 1 5GGG9  0.00-15.02 -4.94", "1971 1 5GG10  0.00-14.28 -2.55", 
>"1971 1 5GG11  0.00-24.10-10.30", "1971 1 5GG12  0.00-20.41 -4.15", 
>"1971 1 5GG13  0.00-11.63 -1.76", "1971 1 5GG14  0.00-20.84 -7.27", 
>"1971 1 5GG15  0.00-19.14 -2.75", "1971 1 5GG16  0.00-21.54 -2.49", 
>"1971 1 5GG17  0.00-20.54 -2.78", "1971 1 5GG18  0.00-15.10 -0.31", 
>"1971 1 5GG19  0.00-19.52 -3.15", "1971 1 5GG20  0.00-30.05 -9.74", 
>"1971 1 5GG21  0.00-16.67 -5.62", "1971 1 5GG22  0.00-14.18 -5.57", 
>"1971 1 5GG23  0.00-19.52 -4.38", "1971 1 5GG24  0.00-28.02 -5.21", 
>"1971 1 5GG25  0.00-19.40 -4.35", "1971 1 5GG26  0.00-18.44 -6.94", 
>"1971 1 5GG27  0.00-17.73 -6.23", "1971 1 5GG28  0.00-16.35 -3.03", 
>"1971 1 5GG29  0.00-25.60-11.43", "1971 1 5GG30  0.00-23.63 -9.79", 
>"1971 1 5GG31  0.00-22.30-12.69", "1971 1 5GG32  0.00-18.89-10.80", 
>"1971 1 5GG33  0.00-20.10 -9.13", "1971 1 5GG34  0.00-18.63-10.80", 
>"1971 1 5GG35  0.00-17.16-10.29", "1971 1 5GG36  0.00-23.41-11.62", 
>"1971 1 5GG37  0.00-15.73 -5.79", "1971 1 5GG38  0.00-22.14-16.68", 
>"1971 1 5GG39  0.00-20.35-13.37", "1971 1 5GG40  0.00-24.11-19.04", 
>"1971 1 5GG41  0.00-14.91 -7.12", "1971 1 5GG42  0.00-22.39-15.25", 
>"1971 1 5GG43  0.00-18.76 -6.14", "1971 1 5GG44  0.00-21.60-12.78", 
>"1971 1 5GG45  0.00-20.21 -7.11", "1971 1 5GG46  0.10-19.82 -5.78", 
>"1971 1 5GG47  0.00-18.56 -3.60", "1971 1 5GG48  0.00-14.58 -6.48", 
>"1971 1 5GG49  0.00-19.78 -8.71", "1971 1 5GG50  0.00-14.01 -9.49", 
>"1971 1 5GG51  0.00-13.85 -7.35", "1971 1 5GG52  0.00-18.21 -5.90", 
>"1971 1 5GG53  0.00-13.82 -9.44", "1971 1 5GG54  0.00-20.30 -0.27", 
>"1971 1 5GG55  0.00-13.53 -5.01", "1971 1 5GG56  0.00-17.58 -0.48", 
>"1971 1 5GG57  0.00-15.24 -8.22", "1971 1 5GG58  0.00-18.96 -7.27", 
>"1971 1 5GG59  0.00-16.85 -3.07", "1971 1 5GG60  0.00-18.19 -1.81", 
>"1971 1 5GG61  0.00-21.96-10.45", "1971 1 5GG62  0.00-29.79-13.49", 
>"1971 1 5GG63  0.00-23.06 -7.69", "1971 1 5GG64  0.00-22.42 -7.27", 
>"1971 1 5GG65  0.00-25.04-10.96", "1971 1 5GG66  0.00-21.35-14.13", 
>"1971 1 5GG67  0.00-23.12-11.65", "1971 1 5GG68  0.00-18.50-12.49", 
>"1971 1 5GG69  0.00-21.40 -9.85", "1971 1 5GG70  0.00-26.71 -2.48", 
>"1971 1 5GG71  0.00-26.02 -6.04", "1971 1 5GG72  0.00-23.91 -7.64", 
>"1971 1 5GG73  0.00-21.91-11.24", "1971 1 5GG74  0.00-16.78 -6.01", 
>"1971 1 5GG75  0.00-11.26 -9.76", "1971 1 5GG76  0.00 -9.59 -8.09", 
>"1971 1 5GG77  0.00-16.97 -9.14", "1971 1 5GG78  0.00-22.78-18.74", 
>"1971 1 5GG79  0.00-31.15-22.53", "1971 1 5GG80  0.00-28.20-25.73", 
>"1971 1 5GG81  0.00-27.58-15.12", "1971 1 5GG82  0.00-21.29-20.29", 
>"1971 1 5GG83  0.00-24.07-15.02", "1971 1 5GG84  0.00-28.44 -8.95", 
>"1971 1 5GG85  0.00-14.02 -7.21", "1971 1 5GG86  0.00-16.12 -3.54", 
>"1971 1 5GG87  0.00-31.49-18.90", "1971 1 5GG88  0.00-16.80 -8.93", 
>"1971 1 5GG89  0.00-21.69-13.67", "1971 1 5GG90  0.00-24.12-12.29", 
>"1971 1 5GG91  0.00-18.64 -6.11", "1971 1 5GG92  0.00-21.98-14.20", 
>"1971 1 5GG93  0.00-22.72-19.89", "1971 1 5GG94  0.00-16.32 -6.56", 
>"1971 1 5GG95  0.00-17.15-19.70", "1971 1 5GG96  0.00-27.33-22.60", 
>"1971 1 5GG97  0.00-18.32-17.36", "1971 1 5GG98  0.00-20.38-21.48", 
>"1971 1 5GG99  0.00-16.99-27.30", "1971 1 5G100  0.00-28.30-19.85", 
>"1971 1 5G101  0.00-21.32-19.50", "1971 1 5G102  0.00-24.10-20.45", 
>"1971 1 5G103  0.00-31.52-17.44", "1971 1 5G104  0.00-31.57-23.13", 
>"1971 1 5G105  0.00-25.72-20.26", "1971 1 5G106  0.00-30.85-19.91", 
>"1971 1 5G107  0.00-30.43-21.36", "1971 1 5G108  0.00-23.60-25.87", 
>"1971 1 5G109  0.00-30.56-23.63", "1971 1 5G110  0.00-22.08-11.30", 
>"1971 1 5G111  0.00-19.21-12.03", "1971 1 5G112  0.00-22.27-14.61", 
>"1971 1 5G113  0.00-18.38-15.73", "1971 1 5G114  0.00-24.57-17.66", 
>"1971 1 5G115  0.00-25.27-17.95", "1971 1 5G116  0.00-20.96-27.03", 
>"1971 1 5G117  0.00-31.74-27.82", "1971 1 5G118  0.00-34.53-29.67", 
>"1971 1 5G119  0.00-21.42-20.36", "1971 1 5G120  0.00-33.88-29.34", 
>"1971 1 6GGG1  0.00-13.72 -9.61", "1971 1 6GGG2  0.00-12.82 -4.82", 
>"1971 1 6GGG3  0.00-19.05 -5.76", "1971 1 6GGG4  0.00 -9.24 -7.44", 
>"1971 1 6GGG5  0.00-11.58 -2.78", "1971 1 6GGG6  0.00-17.02 -5.08", 
>"1971 1 6GGG7  0.00-16.10 -7.52", "1971 1 6GGG8  0.00-17.55-11.85", 
>"1971 1 6GGG9  0.00-15.87 -8.40", "1971 1 6GG10  0.00-15.46 -6.60", 
>"1971 1 6GG11  0.00-25.14 -8.87", "1971 1 6GG12  0.00-11.75 -6.57", 
>"1971 1 6GG13  0.00-12.65 -6.30", "1971 1 6GG14  0.00-16.34 -8.27", 
>"1971 1 6GG15  0.00-11.49 -5.70", "1971 1 6GG16  0.00-14.01-10.11", 
>"1971 1 6GG17  0.00-16.67-14.63", "1971 1 6GG18  0.00-10.52-10.20", 
>"1971 1 6GG19  0.00-14.59-10.92", "1971 1 6GG20  0.00-19.87-12.21", 
>"1971 1 6GG21  0.00-11.81-12.86", "1971 1 6GG22  0.00 -8.82-12.09", 
>"1971 1 6GG23  0.00-14.09 -8.40", "1971 1 6GG24  0.00-16.37 -4.91", 
>"1971 1 6GG25  0.00-16.16 -9.93", "1971 1 6GG26  0.00-12.16-11.80", 
>"1971 1 6GG27  0.00-11.43-13.74", "1971 1 6GG28  0.00-14.12-10.62", 
>"1971 1 6GG29  0.00-10.53-12.31", "1971 1 6GG30  0.00-15.76-10.49", 
>"1971 1 6GG31  0.00-13.36-11.53", "1971 1 6GG32  0.00-17.44-12.79", 
>"1971 1 6GG33  0.00-18.07 -8.53", "1971 1 6GG34  0.00-15.75 -7.80", 
>"1971 1 6GG35  0.00-22.07-15.77", "1971 1 6GG36  0.00-20.54-11.86", 
>"1971 1 6GG37  0.00-20.33 -7.64", "1971 1 6GG38  0.00-19.89-17.90", 
>"1971 1 6GG39  0.00-17.16-12.20", "1971 1 6GG40  0.00-26.45-23.08", 
>"1971 1 6GG41  0.00-12.68-12.63", "1971 1 6GG42  0.00-19.77-16.24", 
>"1971 1 6GG43  0.00 -6.88 -9.78", "1971 1 6GG44  0.00-14.43-13.50", 
>"1971 1 6GG45  0.00-22.00-10.05", "1971 1 6GG46  0.00-18.22 -5.28", 
>"1971 1 6GG47  0.00-17.54 -6.90", "1971 1 6GG48  0.00-14.05 -7.50", 
>"1971 1 6GG49  0.00-21.29 -8.94", "1971 1 6GG50  0.00-17.36 -6.79", 
>"1971 1 6GG51  0.00-18.45 -2.98", "1971 1 6GG52  0.00-14.80 -4.64", 
>"1971 1 6GG53  0.00-18.60 -7.35", "1971 1 6GG54  0.00-15.41 -5.92", 
>"1971 1 6GG55  0.00-14.70 -8.26", "1971 1 6GG56  0.00 -7.91 -6.54", 
>"1971 1 6GG57  0.00-15.77 -5.69", "1971 1 6GG58  0.00-14.66 -7.45", 
>"1971 1 6GG59  0.00-13.25 -6.38", "1971 1 6GG60  0.00-16.23 -6.87", 
>"1971 1 6GG61  0.00-20.13 -9.20", "1971 1 6GG62  0.00-20.72-11.71", 
>"1971 1 6GG63  0.00-22.93 -7.37", "1971 1 6GG64  0.00-22.75 -7.07", 
>"1971 1 6GG65  0.00-16.04 -7.05", "1971 1 6GG66  0.00-27.39-10.05", 
>"1971 1 6GG67  0.00-18.15 -6.19", "1971 1 6GG68  0.00-19.00 -9.71", 
>"1971 1 6GG69  0.00-24.41 -9.13", "1971 1 6GG70  0.00-20.42 -8.47", 
>"1971 1 6GG71  0.00-21.29 -7.72", "1971 1 6GG72  0.00-20.85 -8.25", 
>"1971 1 6GG73  0.00-22.72 -8.70", "1971 1 6GG74  0.21-18.03 -4.71", 
>"1971 1 6GG75  0.00-24.48 -5.56", "1971 1 6GG76  0.00-20.16 -8.66", 
>"1971 1 6GG77  0.00-17.76 -4.34", "1971 1 6GG78  0.00-27.73-12.21", 
>"1971 1 6GG79  0.00-31.87-21.02", "1971 1 6GG80  0.00-32.11-25.40", 
>"1971 1 6GG81  0.00-17.48-14.02", "1971 1 6GG82  0.00-35.04-18.44", 
>"1971 1 6GG83  0.00-23.81-17.13", "1971 1 6GG84  0.00-24.66 -6.12", 
>"1971 1 6GG85  0.00-15.23-10.67", "1971 1 6GG86  0.00-14.85 -4.23", 
>"1971 1 6GG87  0.00-36.22-20.88", "1971 1 6GG88  0.00-25.44 -7.20", 
>"1971 1 6GG89  0.00-27.02 -9.35", "1971 1 6GG90  0.00-27.35 -9.05", 
>"1971 1 6GG91  0.00-17.49 -7.14", "1971 1 6GG92  0.00-22.63-15.59", 
>"1971 1 6GG93  0.00-20.19-15.81", "1971 1 6GG94  0.00-13.51 -6.34", 
>"1971 1 6GG95  0.00-20.18-14.44", "1971 1 6GG96  0.00-31.16-16.50", 
>"1971 1 6GG97  0.00-17.00-16.45", "1971 1 6GG98  0.00-23.08-16.15", 
>"1971 1 6GG99  0.00-21.64-24.38", "1971 1 6G100  0.00-31.24-18.67", 
>"1971 1 6G101  0.00-25.47-20.05", "1971 1 6G102  0.00-24.01-16.47", 
>"1971 1 6G103  0.00-24.91-14.62", "1971 1 6G104  0.00-27.90-15.65", 
>"1971 1 6G105  0.00-29.74-17.63", "1971 1 6G106  0.00-30.17-16.07", 
>"1971 1 6G107  0.00-26.03-20.59", "1971 1 6G108  0.00-28.87-24.04", 
>"1971 1 6G109  0.00-30.57-19.24", "1971 1 6G110  0.00-24.49-10.19", 
>"1971 1 6G111  0.00-18.43-11.28", "1971 1 6G112  0.00-24.40-17.47", 
>"1971 1 6G113  0.00-23.29-17.32", "1971 1 6G114  1.34-31.95-14.56", 
>"1971 1 6G115  0.00-25.91-14.74", "1971 1 6G116  0.00-21.16-18.86", 
>"1971 1 6G117  0.00-27.98-23.32", "1971 1 6G118  0.00-37.70-25.59", 
>"1971 1 6G119  0.00-22.58-17.38", "1971 1 6G120  0.00-32.45-21.24", 
>"1971 1 7GGG1  0.00-19.72-14.16", "1971 1 7GGG2  0.00-13.78-10.75", 
>"1971 1 7GGG3  0.00-16.56 -6.17", "1971 1 7GGG4  0.00-15.10-15.44", 
>"1971 1 7GGG5  0.00 -7.99 -7.00", "1971 1 7GGG6  0.00-13.34 -7.50", 
>"1971 1 7GGG7  0.00-23.13-15.45", "1971 1 7GGG8  0.00-26.93-15.46", 
>"1971 1 7GGG9  0.00-18.54-11.77", "1971 1 7GG10  0.11-18.75-10.57", 
>"1971 1 7GG11  0.00-19.43 -7.64", "1971 1 7GG12  0.00-16.21-16.33", 
>"1971 1 7GG13  0.00-19.28-12.64", "1971 1 7GG14  0.00-14.24 -8.72", 
>"1971 1 7GG15  0.00-14.61-11.67", "1971 1 7GG16  0.00-19.65 -7.23", 
>"1971 1 7GG17  0.00-22.48-11.56", "1971 1 7GG18  0.00-20.06-10.58", 
>"1971 1 7GG19  0.00-21.20 -6.35", "1971 1 7GG20  0.00-20.48 -9.67", 
>"1971 1 7GG21  0.00-18.71-13.79", "1971 1 7GG22  0.00-16.64-10.63", 
>"1971 1 7GG23  0.00-15.15 -7.33", "1971 1 7GG24  0.00-13.97 -6.43", 
>"1971 1 7GG25  0.00-21.27-14.00", "1971 1 7GG26  0.00-17.64-11.88", 
>"1971 1 7GG27  0.00-18.50 -9.70", "1971 1 7GG28  1.53-17.16-11.58", 
>"1971 1 7GG29  0.00-26.04-14.51", "1971 1 7GG30  0.00-17.43-13.71", 
>"1971 1 7GG31  0.00-18.87-15.37", "1971 1 7GG32  0.00-20.21-14.36", 
>"1971 1 7GG33  0.00-21.77-16.49", "1971 1 7GG34  0.00-20.32-12.41", 
>"1971 1 7GG35  0.00-19.26-14.94", "1971 1 7GG36  0.00-14.64-15.20", 
>"1971 1 7GG37  0.00-22.93-14.00", "1971 1 7GG38  0.00-17.99-17.46", 
>"1971 1 7GG39  0.00-21.92 -8.77", "1971 1 7GG40  0.00-21.17-20.10", 
>"1971 1 7GG41  0.00-17.92-12.33", "1971 1 7GG42  0.00-22.53-14.77", 
>"1971 1 7GG43  0.00-18.80 -8.27", "1971 1 7GG44  0.00-18.50-12.54", 
>"1971 1 7GG45  0.00-23.81-10.12", "1971 1 7GG46  0.00-10.19 -9.55", 
>"1971 1 7GG47  0.00-17.44 -9.06", "1971 1 7GG48  0.00-13.12-10.11", 
>"1971 1 7GG49  0.00-14.13 -8.55", "1971 1 7GG50  0.00-18.01 -7.35", 
>"1971 1 7GG51  0.00-16.35 -4.55", "1971 1 7GG52  0.00-12.32 -7.52", 
>"1971 1 7GG53  0.00-15.23 -8.95", "1971 1 7GG54  0.00-15.06 -7.44", 
>"1971 1 7GG55  0.00-14.07 -8.49", "1971 1 7GG56  0.00-14.85 -6.80", 
>"1971 1 7GG57  0.00-17.03 -9.85", "1971 1 7GG58  0.00-18.71 -9.11", 
>"1971 1 7GG59  0.00-14.16 -8.86", "1971 1 7GG60  0.00-17.41-10.54", 
>"1971 1 7GG61  0.00-15.46-12.28", "1971 1 7GG62  0.00-18.46 -7.80", 
>"1971 1 7GG63  0.00-16.43 -7.55", "1971 1 7GG64  0.00-19.98 -8.85", 
>"1971 1 7GG65  0.00-16.97 -7.91", "1971 1 7GG66  0.00-17.61-12.29", 
>"1971 1 7GG67  0.00-12.33 -7.88", "1971 1 7GG68  0.00-15.20-10.68", 
>"1971 1 7GG69  0.00-21.92 -7.91", "1971 1 7GG70  0.00-20.05-10.88", 
>"1971 1 7GG71  0.00-17.53 -8.63", "1971 1 7GG72  0.00-16.73-12.26", 
>"1971 1 7GG73  0.00-18.26 -6.23", "1971 1 7GG74  0.00-13.20 -6.70", 
>"1971 1 7GG75  0.00-16.30 -5.41", "1971 1 7GG76  0.00-11.47 -8.15", 
>"1971 1 7GG77  0.00 -9.89 -6.73", "1971 1 7GG78  0.20-21.21-14.01", 
>"1971 1 7GG79  0.00-27.06-20.53", "1971 1 7GG80  0.00-27.00-24.18", 
>"1971 1 7GG81  0.00-23.57-14.67", "1971 1 7GG82  0.00-22.48-19.02", 
>"1971 1 7GG83  0.00-29.42-18.39", "1971 1 7GG84  0.00-17.57 -9.66", 
>"1971 1 7GG85  0.00 -8.74-10.94", "1971 1 7GG86  0.00-11.27 -8.36", 
>"1971 1 7GG87  0.00-24.64-19.28", "1971 1 7GG88  0.00-24.98 -6.19", 
>"1971 1 7GG89  0.00-19.19 -8.77", "1971 1 7GG90  0.00-22.92-10.24", 
>"1971 1 7GG91  0.00-18.23 -6.82", "1971 1 7GG92  0.00-23.24 -8.59", 
>"1971 1 7GG93  0.00-20.79 -5.76", "1971 1 7GG94  0.00-19.26 -5.06", 
>"1971 1 7GG95  0.00-25.66 -9.22", "1971 1 7GG96  0.00-29.90 -9.71", 
>"1971 1 7GG97  0.00-20.34 -5.13", "1971 1 7GG98  0.00-21.01 -8.79", 
>"1971 1 7GG99  0.00-26.03 -9.98", "1971 1 7G100  0.00-27.81 -9.16", 
>"1971 1 7G101  0.00-30.19 -6.58", "1971 1 7G102  0.00-18.98 -8.15", 
>"1971 1 7G103  0.00-23.02-10.54", "1971 1 7G104  0.00-29.35 -9.30", 
>"1971 1 7G105  0.00-29.03 -7.99", "1971 1 7G106  0.00-26.07-12.02", 
>"1971 1 7G107  0.00-29.85-10.43", "1971 1 7G108  0.00-28.14-11.21", 
>"1971 1 7G109  0.00-31.79 -8.87", "1971 1 7G110  0.00-15.18 -9.86", 
>"1971 1 7G111  0.00-14.84-10.51", "1971 1 7G112  0.00-24.09 -9.49", 
>"1971 1 7G113  0.00-20.26 -9.74", "1971 1 7G114  0.00-21.61-15.25", 
>"1971 1 7G115  0.00-15.76-12.42", "1971 1 7G116  0.00-24.84-23.48", 
>"1971 1 7G117  0.00-26.76-22.68", "1971 1 7G118  0.00-27.32-21.52", 
>"1971 1 7G119  0.00-17.06-16.10", "1971 1 7G120  0.00-25.24-18.54", 
>"1971 1 8GGG1  0.52 -8.82-12.99", "1971 1 8GGG2  0.00 -8.15 -9.43", 
>"1971 1 8GGG3  0.00-14.15 -7.46", "1971 1 8GGG4  0.00 -7.99-10.21", 
>"1971 1 8GGG5  0.00-10.95 -7.35", "1971 1 8GGG6  0.00-10.73 -5.78", 
>"1971 1 8GGG7  0.00-17.87-13.26", "1971 1 8GGG8  0.00-11.25-12.14", 
>"1971 1 8GGG9  0.00 -7.71 -7.57", "1971 1 8GG10  0.00 -5.96 -8.39", 
>"1971 1 8GG11  0.00-12.18 -9.80", "1971 1 8GG12  0.00 -5.65-11.28", 
>"1971 1 8GG13  0.00 -8.64-10.11", "1971 1 8GG14  0.00-16.86 -9.24", 
>"1971 1 8GG15  0.00 -7.62 -8.22", "1971 1 8GG16  0.00 -9.12 -8.42", 
>"1971 1 8GG17  0.00-14.96-11.73", "1971 1 8GG18  0.00 -7.98 -9.49", 
>"1971 1 8GG19  0.00 -9.69 -8.99", "1971 1 8GG20  0.00-15.88-11.19", 
>"1971 1 8GG21  0.00-17.05-10.89", "1971 1 8GG22  0.00-12.61 -7.54", 
>"1971 1 8GG23  0.00-10.31 -7.41", "1971 1 8GG24  0.00-10.61-10.84", 
>"1971 1 8GG25  0.00-14.80-10.73", "1971 1 8GG26  0.00-12.89 -6.80", 
>"1971 1 8GG27  0.00 -8.32 -7.55", "1971 1 8GG28  0.00 -7.69 -6.08", 
>"1971 1 8GG29  0.00-16.26-15.35", "1971 1 8GG30  0.00-11.48 -8.62", 
>"1971 1 8GG31  0.00-14.38-14.59", "1971 1 8GG32  0.00 -8.84-10.86", 
>"1971 1 8GG33  0.00-11.31 -8.36", "1971 1 8GG34  0.00 -9.35 -6.17", 
>"1971 1 8GG35  0.00 -7.08 -6.07", "1971 1 8GG36  0.00 -7.35 -8.72", 
>"1971 1 8GG37  0.00-16.81 -8.52", "1971 1 8GG38  0.16-21.22-11.34", 
>"1971 1 8GG39  0.00-15.12-10.88", "1971 1 8GG40  0.00-11.81-10.35", 
>"1971 1 8GG41  0.00-10.33 -2.93", "1971 1 8GG42  0.00-20.96-10.93", 
>"1971 1 8GG43  0.00 -4.48 -6.94", "1971 1 8GG44  0.00 -9.91-11.60", 
>"1971 1 8GG45  1.61-10.67 -7.68", "1971 1 8GG46  0.00 -6.14 -5.31", 
>"1971 1 8GG47  0.00-20.40 -5.32", "1971 1 8GG48  0.00-19.76 -7.21", 
>"1971 1 8GG49  0.00-12.62 -6.26", "1971 1 8GG50  2.03 -8.04 -8.00", 
>"1971 1 8GG51  0.00-19.30 -6.75", "1971 1 8GG52  0.00-17.53 -4.90", 
>"1971 1 8GG53  0.00-15.38 -8.50", "1971 1 8GG54  0.00-14.95 -8.08", 
>"1971 1 8GG55  0.00-12.51-11.02", "1971 1 8GG56  0.00-18.34 -7.44", 
>"1971 1 8GG57  0.00-13.25 -8.63", "1971 1 8GG58  0.00-18.36 -5.72", 
>"1971 1 8GG59  0.00-20.45 -8.17", "1971 1 8GG60  0.00-19.79 -5.55", 
>"1971 1 8GG61  0.00-16.70-10.56", "1971 1 8GG62  0.00-13.50-11.63", 
>"1971 1 8GG63  0.00 -9.26 -9.83", "1971 1 8GG64  0.00-10.19 -5.91", 
>"1971 1 8GG65  0.00-11.65-10.19", "1971 1 8GG66  0.00-15.19 -7.02", 
>"1971 1 8GG67  0.00-13.11 -9.19", "1971 1 8GG68  0.00-15.68-15.12", 
>"1971 1 8GG69  0.00-15.24-11.41", "1971 1 8GG70  0.00-17.16 -5.47", 
>"1971 1 8GG71  0.00-12.13 -9.38", "1971 1 8GG72  0.00-24.45 -8.92", 
>"1971 1 8GG73  0.00-13.70 -3.91", "1971 1 8GG74  0.00-11.41 -7.34", 
>"1971 1 8GG75  0.00-15.56 -2.72", "1971 1 8GG76  0.00-10.33 -6.15", 
>"1971 1 8GG77  0.00-12.97 -9.15", "1971 1 8GG78  0.00-15.55 -9.39", 
>"1971 1 8GG79  0.00-15.25 -8.01", "1971 1 8GG80  0.00-31.36-15.25", 
>"1971 1 8GG81  0.00-21.95 -9.86", "1971 1 8GG82  0.00-25.18-13.15", 
>"1971 1 8GG83  0.00-25.33-14.15", "1971 1 8GG84  0.00-19.11 -8.27", 
>"1971 1 8GG85  0.00-15.43 -4.79", "1971 1 8GG86  0.00 -8.33 -7.48", 
>"1971 1 8GG87  0.00-27.52-12.52", "1971 1 8GG88  0.00-21.30 -5.22", 
>"1971 1 8GG89  0.00-14.45-10.75", "1971 1 8GG90  0.00-15.19 -6.89", 
>"1971 1 8GG91  0.00-15.81 -5.03", "1971 1 8GG92  0.00-14.26 -7.98", 
>"1971 1 8GG93  0.00-13.90-11.03", "1971 1 8GG94  0.00-20.99 -9.83", 
>"1971 1 8GG95  0.00-14.62-12.60", "1971 1 8GG96  0.00-24.63-11.72", 
>"1971 1 8GG97  0.00-11.73-10.12", "1971 1 8GG98  0.00-18.30-13.60", 
>"1971 1 8GG99  0.00-16.03-13.33", "1971 1 8G100  0.00-21.05-11.34", 
>"1971 1 8G101  0.00-16.64-11.46", "1971 1 8G102  0.00-11.64-13.22", 
>"1971 1 8G103  0.00-16.60-12.60", "1971 1 8G104  0.00-20.00 -7.75", 
>"1971 1 8G105  0.00-15.10-10.28", "1971 1 8G106  0.00-19.21-11.95", 
>"1971 1 8G107  0.00-15.91 -7.70", "1971 1 8G108  0.00-15.05-13.87", 
>"1971 1 8G109  0.00-13.18 -9.58", "1971 1 8G110  0.00-17.82-11.81", 
>"1971 1 8G111  0.00-11.29 -8.49", "1971 1 8G112  0.00-13.39-10.49", 
>"1971 1 8G113  0.00-15.25 -9.80", "1971 1 8G114  0.10-24.97-13.28", 
>"1971 1 8G115  0.00-17.06 -8.99", "1971 1 8G116  0.00-34.06-20.00", 
>"1971 1 8G117  0.00-29.92-17.96", "1971 1 8G118  0.00-27.16-14.45", 
>"1971 1 8G119  0.00-24.79-19.11", "1971 1 8G120  0.15-24.52-17.37", 
>"1971 1 9GGG1  0.00-20.49-13.47", "1971 1 9GGG2  0.00-17.73-10.87", 
>"1971 1 9GGG3  0.00-18.44-16.84", "1971 1 9GGG4  0.00-18.16-14.79", 
>"1971 1 9GGG5  0.00-24.01-15.93", "1971 1 9GGG6  0.00-18.21-12.37", 
>"1971 1 9GGG7  0.00-17.94-19.30", "1971 1 9GGG8  0.00-18.51-14.07", 
>"1971 1 9GGG9  0.00-13.71-17.01", "1971 1 9GG10  0.10-15.29-15.46", 
>"1971 1 9GG11  0.00-18.69-15.79", "1971 1 9GG12  0.00-14.34-17.41", 
>"1971 1 9GG13  0.00-13.55-17.04", "1971 1 9GG14  0.00-22.77-15.57", 
>"1971 1 9GG15  0.00-13.70-18.17", "1971 1 9GG16  0.00-13.00-11.75", 
>"1971 1 9GG17  0.00-18.82-11.74", "1971 1 9GG18  0.00-14.45-16.14", 
>"1971 1 9GG19  0.00 -9.43-16.56", "1971 1 9GG20  0.00-22.20-12.81", 
>"1971 1 9GG21  0.00-17.16-10.77", "1971 1 9GG22  0.00-18.45-12.22", 
>"1971 1 9GG23  0.00-11.15-17.75", "1971 1 9GG24  0.00-18.59 -8.48", 
>"1971 1 9GG25  0.00-23.86-16.04", "1971 1 9GG26  0.00-16.40-12.21", 
>"1971 1 9GG27  0.00-19.89-13.52", "1971 1 9GG28  0.24-12.90-13.83", 
>"1971 1 9GG29  0.00-22.99-16.61", "1971 1 9GG30  0.00-14.12 -9.60", 
>"1971 1 9GG31  0.00-22.84-16.52", "1971 1 9GG32  0.00-17.42-11.11", 
>"1971 1 9GG33  0.00-18.01-15.11", "1971 1 9GG34  0.00-14.37-15.03", 
>"1971 1 9GG35  0.00-15.25-19.38", "1971 1 9GG36  0.00-12.19 -9.92", 
>"1971 1 9GG37  0.00-19.20-17.27", "1971 1 9GG38  0.00-32.65-12.48", 
>"1971 1 9GG39  0.00-24.11-16.09", "1971 1 9GG40  0.00-23.44-22.70" 
>))
>
>
>
>Here is a code for processing a thousand of these kind of files:
>#===================================================================================================================
>lst1Sub <- data_above
>
>lst2 <- lapply(lst1Sub,function(x) {dateSite <-
>gsub("(.*G.{3}).*","\\1",x); 
>                                    dat1 <-
>data.frame(Year=as.numeric(substr(dateSite,1,4)),
>Month=as.numeric(substr(dateSite,5,6)),Day=as.numeric(substr(dateSite,7,8)),Site=substr(dateSite,9,12),stringsAsFactors=FALSE);
>
>                                    Sims <-
>str_trim(gsub(".*G.{3}\\s?(.*)","\\1",x));Sims[grep("\\d+-",Sims)] <-
>gsub("(.*)([- ][0-9]+\\.[0-9]+)","\\1
>\\2",gsub("^([0-9]+\\.[0-9]+)(.*)","\\1 \\2",
>Sims[grep("\\d+-",Sims)])); 
>                                    Sims1 <-
>read.table(text=Sims,header=FALSE); names(Sims1) <- c("Precipitation",
>"Tmin", "Tmax");dat2 <- cbind(dat1,Sims1)}) 
>#=========================================================================================================================
>
>1) Please use this code to free up memory considering that I am working
>on 1000 files, so I am in for speed.
>2) Is there a faster way of doing the same task as above? My data files
>are simulated in FORTRAN and read as:
>
>data.frame(Day=as.numeric(substr(rain.data,7,8)), 
>                         Month=as.numeric(substr(rain.data,5,6)), 
>                         Year=as.numeric(substr(rain.data,1,4)), 
>                         Site=substr(rain.data,9,12), 
>                        Precip=as.numeric(substr(rain.data,13,18)), 
>                        Tmin=as.numeric(substr(rain.data,19,24)), 
>                        Tmax=as.numeric(substr(rain.data,25,30))) 
>#### Day occupies position 7 and 8, Month occupies position 5 and 6,
>Year occupies position 1 to 4 and so on for site, precip, ####tmin and
>tmax
>
>Thanks for your great help.
>Zilefac.
>
>______________________________________________
>R-help at r-project.org mailing list
>https://stat.ethz.ch/mailman/listinfo/r-help
>PLEASE do read the posting guide
>http://www.R-project.org/posting-guide.html
>and provide commented, minimal, self-contained, reproducible code.



More information about the R-help mailing list