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1 % $Header: /u/gcmpack/manual/part6/mnc.tex,v 1.15 2005/07/18 14:00:00 edhill Exp $
2 % $Name: $
3
4 \section{NetCDF I/O Integration: MNC}
5 \label{sec:pkg:mnc}
6 \begin{rawhtml}
7 <!-- CMIREDIR:package_mnc: -->
8 \end{rawhtml}
9
10 The \texttt{mnc} package is a set of convenience routines written to
11 expedite the process of creating, appending, and reading NetCDF files.
12 NetCDF is an increasingly popular self-describing file format
13 \cite{rew:97} intended primarily for scientific data sets. An
14 extensive collection of NetCDF reference papers, user guides,
15 software, FAQs, and other information can be obtained from UCAR's web
16 site at:
17 \begin{rawhtml} <A href="http://www.unidata.ucar.edu/packages/netcdf/"> \end{rawhtml}
18 \begin{verbatim}
19 http://www.unidata.ucar.edu/packages/netcdf/
20 \end{verbatim}
21 \begin{rawhtml} </A> \end{rawhtml}
22
23 Since it is a ``wrapper'' for netCDF, MNC depends upon the Fortran-77
24 interface included with the standard netCDF v3.x library which is
25 often called \texttt{libnetcdf.a}. Please contact your local systems
26 administrators or the
27 \begin{rawhtml} <A href="mailto:mitgcm-support@mitgcm.org"> \end{rawhtml}
28 MITgcm-support
29 \begin{rawhtml} </A> \end{rawhtml}
30 list for help building and installing netCDF for your particular
31 platform.
32
33
34 \subsection{Using MNC}
35
36 \subsubsection{MNC Configuration}
37
38 As with all MITgcm packages, MNC can be turned on or off at compile time
39 using the \texttt{packages.conf} file or the \texttt{genmake2}
40 \texttt{-enable=mnc} or \texttt{-disable=mnc} switches.
41
42 While MNC is likely to work ``as is'', there are a few compile--time
43 constants that may need to be increased for simulations that employ
44 large numbers of tiles within each process. Note that the important
45 quantity is the maximum number of tiles \textbf{per process}. Since
46 MPI configurations tend to distribute large numbers of tiles over
47 relatively large numbers of MPI processes, these constants will rarely
48 need to be increased.
49
50 If MNC runs out of space within its ``lookup'' tables during a
51 simulation, then it will provide an error message along with a
52 recommendation of which parameter to increase. The parameters are all
53 located within \filelink{pkg/mnc/mnc\_common.h}{pkg-mnc-mnc_common.h}
54 and the ones that may need to be increased are:
55
56 \begin{center}
57 {\footnotesize
58 \begin{tabular}[htb]{|l|r|l|}\hline
59 \textbf{Name} &
60 \textbf{Default} & \textbf{Description} \\\hline
61 & & \\
62 \texttt{MNC\_MAX\_ID} & 1000 &
63 \textbf{IDs for various low-level entities} \\
64 \texttt{MNC\_MAX\_INFO} & 400 &
65 \textbf{IDs (mostly for object sizes)} \\
66 \texttt{MNC\_CW\_MAX\_I} & 150 &
67 \textbf{IDs for the ``wrapper'' layer} \\\hline
68 \end{tabular}
69 }
70 \end{center}
71
72 In those rare cases where MNC ``out-of-memory'' error messages are
73 encountered, it is a good idea to increase the too-small parameter by
74 a factor of \textbf{2--10} in order to avoid wasting time on an
75 iterative compile--test sequence.
76
77
78 \subsubsection{MNC Inputs}
79
80 Like most MITgcm packages, all of MNC can be turned on/off at runtime
81 using a single flag in \texttt{data.pkg}
82 \begin{center}
83 {\footnotesize
84 \begin{tabular}[htb]{|l|c|l|l|}\hline
85 \textbf{Name} & \textbf{T} &
86 \textbf{Default} & \textbf{Description} \\\hline
87 & & & \\
88 \texttt{useMNC} & L & \texttt{.FALSE.} &
89 overall MNC ON/OFF switch \\\hline
90 \end{tabular}
91 }
92 \end{center}
93
94 One important MNC--related flag is present in the main \texttt{data}
95 namelist file in the \texttt{PARM03} section and it is:
96 \begin{center}
97 {\footnotesize
98 \begin{tabular}[htb]{|l|c|l|l|}\hline
99 \textbf{Name} & \textbf{T} &
100 \textbf{Default} & \textbf{Description} \\\hline
101 & & & \\
102 \texttt{outputTypesInclusive} & L & \texttt{.FALSE.} &
103 use all available output ``types'' \\\hline
104 \end{tabular}
105 }
106 \end{center}
107 which specifies that turning on MNC for a particular type of output
108 should not simultaneously turn off the default output method as it
109 normally does. Usually, this option is only used for debugging
110 purposes since it is inefficient to write output types using both MNC
111 and MDSIO or ASCII output. This option can also be helpful when
112 transitioning from MDSIO to MNC since the output can be readily
113 compared.
114
115 For run-time configuration, most of the MNC--related model parameters
116 are contained within a Fortran namelist file called
117 \texttt{data.mnc}. The availabe parameters currently include:
118 \begin{center}
119 {\footnotesize
120 \begin{tabular}[htb]{|l|c|l|l|}\hline
121 \textbf{Name} & \textbf{T} &
122 \textbf{Default} & \textbf{Description} \\\hline
123 & & & \\
124 \texttt{mnc\_use\_outdir} & L & \texttt{.FALSE.} &
125 create a directory for output \\
126 \ \ \texttt{mnc\_outdir\_str} & S & \texttt{'mnc\_'} &
127 output directory name \\
128 \ \ \texttt{mnc\_outdir\_date} & L & \texttt{.FALSE.} &
129 embed date in the outdir name \\
130 \ \ \texttt{mnc\_outdir\_num} & L & \texttt{.FALSE.} &
131 optional \\
132 \texttt{pickup\_write\_mnc} & L & \texttt{.FALSE.} &
133 use MNC to write pickup files \\
134 \texttt{pickup\_read\_mnc} & L & \texttt{.FALSE.} &
135 use MNC to read pickup files \\
136 \texttt{mnc\_use\_indir} & L & \texttt{.FALSE.} &
137 use a directory (path) for input \\
138 \ \ \texttt{mnc\_indir\_str} & S & \texttt{''} &
139 input directory (or path) name \\
140 \texttt{snapshot\_mnc} & L & \texttt{.FALSE.} &
141 write \texttt{snapshot} output w/MNC \\
142 \texttt{monitor\_mnc} & L & \texttt{.FALSE.} &
143 write \texttt{monitor} output w/MNC \\
144 \texttt{timeave\_mnc} & L & \texttt{.FALSE.} &
145 write \texttt{timeave} output w/MNC \\
146 \texttt{autodiff\_mnc} & L & \texttt{.FALSE.} &
147 write \texttt{autodiff} output w/MNC \\
148 \texttt{mnc\_max\_fsize} & R & 2.1e+09 &
149 max allowable file size \\
150 \texttt{readgrid\_mnc} & L & \texttt{.FALSE.} &
151 read grid quantities using MNC \\
152 \texttt{mnc\_echo\_gvtypes} & L & \texttt{.FALSE.} &
153 list pre-defined ``types'' (debug) \\\hline
154 \end{tabular}
155 }
156 \end{center}
157
158 Unlike the older MDSIO method, MNC has the ability to create or use
159 existing output directories. If either \texttt{mnc\_outdir\_date} or
160 \texttt{mnc\_outdir\_num} is true, then MNC will try to create
161 directories on a \textit{PER PROCESS} basis for its output. This
162 means that a single directory will be created for a non-MPI run and
163 multiple directories (one per MPI process) will be created for an MPI
164 run. This approach was chosen since it works safely on both shared
165 global file systems (such as NFS and AFS) and on local
166 (per-compute-node) file systems. And if both
167 \texttt{mnc\_outdir\_date} and \texttt{mnc\_outdir\_num} are false,
168 then the MNC package will assume that the directory specified in
169 \texttt{mnc\_outdir\_str} already exists and will use it. This allows
170 the user to create and specify directories outside of the model.
171
172 For input, MNC can use a single global input directory. This is a
173 just convenience that allows MNC to gather all of its input files from a
174 path other than the current working directory. As with MDSIO, the
175 default is to use the current working directory.
176
177 The flags \texttt{snapshot\_mnc}, \texttt{monitor\_mnc},
178 \texttt{timeave\_mnc}, and \texttt{autodiff\_mnc} allow the user to
179 turn on MNC for particular ``types'' of output. If a type is
180 selected, then MNC will be used for all output that matches that type.
181 This applies to output from the main model and from all of the
182 optional MITgcm packages. Mostly, the names used here correspond to
183 the names used for the output frequencies in the main \texttt{data}
184 namelist file.
185
186 The \texttt{mnc\_max\_fsize} parameter is a convenience added to help
187 users work around common file size limitations. On many computer
188 systems, either the opterating system, the file system(s), and/or the
189 netCDF libraries are unable to handle files greater than two or four
190 gigabytes in size. The MNC package is able to work within this
191 limitation by creating new files which grow along the netCDF
192 ``unlimited'' (usually, time) dimension. The default value for this
193 parameter is just slightly less than 2GB which is safe on virtually
194 all operating systems. Essentially, this feature is a way to
195 intelligently and automatically split files output along the unlimited
196 dimension. On systems that support large file sizes, these splits can
197 be readily concatenated (that is, un-done) using tools such as the
198 netCDF Operators (with \texttt{ncrcat}) which is available at:
199 \begin{rawhtml} <A href="http://nco.sourceforge.net/"> \end{rawhtml}
200 \begin{verbatim}
201 http://nco.sourceforge.net/
202 \end{verbatim}
203 \begin{rawhtml} </A> \end{rawhtml}
204
205 Additional MNC--related parameters may be contained within each
206 package. Please see the individual packages for descriptions of their
207 use of MNC.
208
209
210 \subsubsection{MNC Output}
211
212 Depending upon the flags used, MNC will produce zero or more
213 directories containing one or more netCDF files as output. These
214 files are either mostly or entirely compliant with the netCDF ``CF''
215 convention (v1.0) and any conformance issues will be fixed over time.
216 The patterns used for file names are:
217 \begin{center}
218 \texttt{BASENAME.nIter0.tileNum.seqNum.nc}
219 \end{center}
220 and an example is:
221 \begin{center}
222 \texttt{grid.0000000000.000001.0000.nc}
223 \end{center}
224 where \texttt{BASENAME} is the name selected to represent a set of
225 variables written together, \texttt{nIter0} is the starting iteration
226 number as specified in the main \texttt{data} namelist input file and
227 written in a zero-filled 10-digit format, \texttt{tileNum} is the
228 six-digit zero-filled tile number, \texttt{seqnum} is a four-digit
229 zero-filled sequence number used when maximum allowable files sizes
230 are too small to contain all of the output for a particular type
231 within one run (new files are created with sequential numbers as files
232 reach the maximum file size limit), and \texttt{.nc} is the file
233 suffix specified by the current netCDF ``CF'' conventions.
234
235 Some example \texttt{BASENAME} values are:
236 \begin{description}
237 \item[grid] contains the variables that describe the various grid
238 constants related to locations, lengths, areas, etc.
239 \item[state] contains the variables output at the snapshot or
240 \texttt{dumpFreq} time frequency
241 \item[pickup.ckptA, pickup.ckptB] are the ``rolling'' checkpoint files
242 \item[tave] contains the time-averaged quantities from the main model
243 \end{description}
244
245 All MNC output is currently done in a ``file-per-tile'' fashion since
246 most NetCDF v3.x implementions cannot write safely within MPI or
247 multi-threaded environments. This tiling is done in a global fashion
248 and the tile numbers are appended to the base names as described
249 above. Some scripts to manipulate MNC output are available at
250 \texttt{MITgcm/utils/matlab/} which includes a spatial ``assembly''
251 script called \texttt{MITgcm/utils/matlab/mnc\_assembly.m}.
252
253 More general manipulations can be performed on netCDF files with
254 \begin{rawhtml} <A href="http://nco.sourceforge.net"> \end{rawhtml}
255 \begin{verbatim}
256 the NetCDF Operators (``NCO'')
257 at http://nco.sourceforge.net
258 \end{verbatim}
259 \begin{rawhtml} </A> \end{rawhtml}
260 or with
261 \begin{rawhtml} <A href=''http://www.mpimet.mpg.de/~cdo/"> \end{rawhtml}
262 \begin{verbatim}
263 the Climate Data Operators (``CDO'')
264 at http://www.mpimet.mpg.de/~cdo/
265 \end{verbatim}
266 \begin{rawhtml} </A> \end{rawhtml}
267
268 Unlike the older MDSIO routines, MNC reads and writes variables on
269 different ``grids'' depending upon their location on, for instance, an
270 Arakawa C--grid. The following table provides examples:
271 \begin{center}
272 {\footnotesize
273 \begin{tabular}[htb]{|l|c|c|c|}\hline
274 \textbf{Name} & \textbf{C--grid location} &
275 \textbf{\# in X} & \textbf{\# in Y} \\\hline
276 Temperature & mass & \texttt{sNx} & \texttt{sNy} \\
277 Salinity & mass & \texttt{sNx} & \texttt{sNy} \\
278 U velocity & U & \texttt{sNx+1} & \texttt{sNy} \\
279 V velocity & V & \texttt{sNx} & \texttt{sNy+1} \\
280 Vorticity & vorticity & \texttt{sNx+1} & \texttt{sNy+1} \\\hline
281 \end{tabular}
282 }
283 \end{center}
284 and the intent is two--fold:
285 \begin{enumerate}
286 \item For some grid topologies it is impossible to output all
287 quantities using only \texttt{sNx,sNy} arrays for every tile. Two
288 examples of this failure are the missing corners problem for
289 vorticity values on the cubesphere and the velocity edge values for
290 some open--boundary domains.
291 \item Writing quantities located on velocity or vorticity points with
292 the above scheme introduces a very small data redundancy. However,
293 any slight inconvenience is easily offset by the ease with which one
294 can, on every individual tile, interpolate these values to mass
295 points without having to perform an ``exchange'' (or
296 ``halo-filling'') operation to collect the values from neighboring
297 tiles. This makes the most common post--processing operations much
298 easier to implement.
299 \end{enumerate}
300
301
302 \subsection{MNC Troubleshooting}
303
304 \subsubsection{Build Troubleshooting}
305
306 In order to build MITgcm with MNC enabled, the netCDF v3.x Fortran-77
307 (not Fortran-90) library must be available. This library is compposed
308 of a single header file (called \texttt{netcdf.inc}) and a single
309 library file (usually called \texttt{libnetcdf.a}) and it must be
310 built with the same compiler (or a binary-compatible compiler) with
311 compatible compiler options as the one used to build MITgcm.
312
313 For more details concerning the netCDF build and install process,
314 please visit the netCDF home page at:
315 \begin{rawhtml} <A href="http://www.unidata.ucar.edu/packages/netcdf/"> \end{rawhtml}
316 \begin{verbatim}
317 http://www.unidata.ucar.edu/packages/netcdf/
318 \end{verbatim}
319 \begin{rawhtml} </A> \end{rawhtml}
320 which includes an extensive list of known--good netCDF configurations
321 for various platforms
322
323 \subsubsection{Runtime Troubleshooting}
324
325 Please be aware of the following:
326
327 \begin{itemize}
328 \item As a safety feature, the MNC package does not, by default, allow
329 pre-existing files to be appended to or overwritten. This is in
330 contrast to the older MDSIO package which will, without any warning,
331 overwrite existing files. If MITgcm aborts with an error message
332 about the inability to open or write to a netCDF file, please check
333 \textbf{first} whether you are attempting to overwrite files from a
334 previous run.
335
336 \item The constraints placed upon the ``unlimited'' (or ``record'')
337 dimension inherent with NetCDF v3.x make it very inefficient to put
338 variables written at potentially different intervals within the same
339 file. For this reason, MNC output is split into groups of files
340 which attempt to reflect the nature of their content.
341
342 \item On many systems, netCDF has practical file size limits on the
343 order of 2--4GB (the maximium memory addressable with 32bit pointers
344 or pointer differences) due to a lack of operating system, compiler,
345 and/or library support. The latest revisions of netCDF v3.x have
346 large file support and, on some operating systems, file sizes are
347 only limited by available disk space.
348
349 \item There is an 80 character limit to the total length of all file
350 names. This limit includes the directory (or path) since paths and
351 file names are internally appended. Generally, file names will not
352 exceed the limit and paths can usually be shortened using, for
353 example, soft links.
354
355 \item MNC does not (yet) provide a mechanism for reading information
356 from a single ``global'' file as can be done with the MDSIO
357 package. This is in progress.
358 \end{itemize}
359
360
361 \subsection{MNC Internals}
362
363 The \texttt{mnc} package is a two-level convenience library (or
364 ``wrapper'') for most of the NetCDF Fortran API. Its purpose is to
365 streamline the user interface to NetCDF by maintaining internal
366 relations (look-up tables) keyed with strings (or names) and entities
367 such as NetCDF files, variables, and attributes.
368
369 The two levels of the \texttt{mnc} package are:
370 \begin{description}
371
372 \item[Upper level] \
373
374 The upper level contains information about two kinds of
375 associations:
376 \begin{description}
377 \item[grid type] is lookup table indexed with a grid type name.
378 Each grid type name is associated with a number of dimensions, the
379 dimension sizes (one of which may be unlimited), and starting and
380 ending index arrays. The intent is to store all the necessary
381 size and shape information for the Fortran arrays containing
382 MITgcm--style ``tile'' variables (that is, a central region
383 surrounded by a variably-sized ``halo'' or exchange region as
384 shown in Figures \ref{fig:communication_primitives} and
385 \ref{fig:tiling-strategy}).
386
387 \item[variable type] is a lookup table indexed by a variable type
388 name. For each name, the table contains a reference to a grid
389 type for the variable and the names and values of various
390 attributes.
391 \end{description}
392
393 Within the upper level, these associations are not permanently tied
394 to any particular NetCDF file. This allows the information to be
395 re-used over multiple file reads and writes.
396
397 \item[Lower level] \
398
399 In the lower (or internal) level, associations are stored for NetCDF
400 files and many of the entities that they contain including
401 dimensions, variables, and global attributes. All associations are
402 on a per-file basis. Thus, each entity is tied to a unique NetCDF
403 file and will be created or destroyed when files are, respectively,
404 opened or closed.
405
406 \end{description}
407
408
409 \subsubsection{MNC Grid--Types and Variable--Types}
410
411 As a convenience for users, the MNC package includes numerous routines
412 to aid in the writing of data to NetCDF format. Probably the biggest
413 convenience is the use of pre-defined ``grid types'' and ``variable
414 types''. These ``types'' are simply look-up tables that store
415 dimensions, indicies, attributes, and other information that can all
416 be retrieved using a single character string.
417
418 The ``grid types'' are a way of mapping variables within MITgcm to
419 NetCDF arrays. Within MITgcm, most spatial variables are defined
420 using two-- or three--dimensional arrays with ``overlap'' regions (see
421 Figures \ref{fig:communication_primitives}, a possible vertical index,
422 and \ref{fig:tiling-strategy}) and tile indicies such as the following
423 ``U'' velocity:
424 \begin{verbatim}
425 _RL uVel (1-OLx:sNx+OLx,1-OLy:sNy+OLy,Nr,nSx,nSy)
426 \end{verbatim}
427 as defined in \filelink{model/inc/DYNVARS.h}{model-inc-DYNVARS.h}
428
429 The grid type is a character string that encodes the presence and
430 types associated with the four possible dimensions. The character
431 string follows the format
432 \begin{center}
433 \texttt{H0\_H1\_H2\_\_V\_\_T}
434 \end{center}
435 where the terms \textit{H0}, \textit{H1}, \textit{H2}, \textit{V},
436 \textit{T} can be almost any combination of the following:
437 \begin{center}
438 \begin{tabular}[h]{|ccc|c|c|}\hline
439 \multicolumn{3}{|c|}{Horizontal} & Vertical & Time \\
440 \textbf{H0}: location & \textbf{H1}: dimensions & \textbf{H2}: halo
441 & \textbf{V}: location & \textbf{T}: level \\\hline
442 \texttt{-} & xy & Hn & \texttt{-} & \texttt{-} \\
443 U & x & Hy & i & t \\
444 V & y & & c & \\
445 Cen & & & & \\
446 Cor & & & & \\\hline
447 \end{tabular}
448 \end{center}
449 A example list of all pre-defined combinations is contained in the
450 file
451 \begin{center}
452 \texttt{pkg/mnc/pre-defined\_grids.txt}.
453 \end{center}
454
455 The variable type is an association between a variable type name and the
456 following items:
457 \begin{center}
458 \begin{tabular}[h]{|l|l|}\hline
459 \textbf{Item} & \textbf{Purpose} \\\hline
460 grid type & defines the in-memory arrangement \\
461 \texttt{bi,bj} dimensions & tiling indices, if present \\\hline
462 \end{tabular}
463 \end{center}
464 and is used by the \texttt{mnc\_cw\_*\_[R|W]} subroutines for reading
465 and writing variables.
466
467
468 \subsubsection{Using MNC: Examples}
469
470 Writing variables to NetCDF files can be accomplished in as few as two
471 function calls. The first function call defines a variable type,
472 associates it with a name (character string), and provides additional
473 information about the indicies for the tile (\texttt{bi},\texttt{bj})
474 dimensions. The second function call will write the data at, if
475 necessary, the current time level within the model.
476
477 Examples of the initialization calls can be found in the file
478 \filelink{model/src/ini\_mnc\_io.F}{model-src-ini_mnc_io.F}
479 where these function calls:
480 {\footnotesize
481 \begin{verbatim}
482 C Create MNC definitions for DYNVARS.h variables
483 CALL MNC_CW_ADD_VNAME('iter', '-_-_--__-__t', 0,0, myThid)
484 CALL MNC_CW_ADD_VATTR_TEXT('iter',1,
485 & 'long_name','iteration_count', myThid)
486
487 CALL MNC_CW_ADD_VNAME('model_time', '-_-_--__-__t', 0,0, myThid)
488 CALL MNC_CW_ADD_VATTR_TEXT('model_time',1,
489 & 'long_name','Model Time', myThid)
490 CALL MNC_CW_ADD_VATTR_TEXT('model_time',1,'units','s', myThid)
491
492 CALL MNC_CW_ADD_VNAME('U', 'U_xy_Hn__C__t', 4,5, myThid)
493 CALL MNC_CW_ADD_VATTR_TEXT('U',1,'units','m/s', myThid)
494 CALL MNC_CW_ADD_VATTR_TEXT('U',1,
495 & 'coordinates','XU YU RC iter', myThid)
496
497 CALL MNC_CW_ADD_VNAME('T', 'Cen_xy_Hn__C__t', 4,5, myThid)
498 CALL MNC_CW_ADD_VATTR_TEXT('T',1,'units','degC', myThid)
499 CALL MNC_CW_ADD_VATTR_TEXT('T',1,'long_name',
500 & 'potential_temperature', myThid)
501 CALL MNC_CW_ADD_VATTR_TEXT('T',1,
502 & 'coordinates','XC YC RC iter', myThid)
503 \end{verbatim}
504 }
505 {\noindent initialize four \texttt{VNAME}s and add one or more NetCDF
506 attributes to each.}
507
508 The four variables defined above are subsequently written at specific
509 time steps within
510 \filelink{model/src/write\_state.F}{model-src-write_state.F}
511 using the function calls:
512 {\footnotesize
513 \begin{verbatim}
514 C Write dynvars using the MNC package
515 CALL MNC_CW_SET_UDIM('state', -1, myThid)
516 CALL MNC_CW_I_W('I','state',0,0,'iter', myIter, myThid)
517 CALL MNC_CW_SET_UDIM('state', 0, myThid)
518 CALL MNC_CW_RL_W('D','state',0,0,'model_time',myTime, myThid)
519 CALL MNC_CW_RL_W('D','state',0,0,'U', uVel, myThid)
520 CALL MNC_CW_RL_W('D','state',0,0,'T', theta, myThid)
521 \end{verbatim}
522 }
523
524 While it is easiest to write variables within typical 2D and 3D fields
525 where all data is known at a given time, it is also possible to write
526 fields where only a portion (\textit{eg.} a ``slab'' or ``slice'') is
527 known at a given instant. An example is provided within
528 \filelink{pkg/mom\_vecinv/mom\_vecinv.F}{pkg-mom_vecinv-mom_vecinv.F}
529 where an offset vector is used: {\footnotesize
530 \begin{verbatim}
531 IF (useMNC .AND. snapshot_mnc) THEN
532 CALL MNC_CW_RL_W_OFFSET('D','mom_vi',bi,bj, 'fV', uCf,
533 & offsets, myThid)
534 CALL MNC_CW_RL_W_OFFSET('D','mom_vi',bi,bj, 'fU', vCf,
535 & offsets, myThid)
536 ENDIF
537 \end{verbatim}
538 }
539 to write a 3D field one depth slice at a time.
540
541 Each element in the offset vector corresponds (in order) to the
542 dimensions of the ``full'' (or virtual) array and specifies which are
543 known at the time of the call. A zero within the offset array means
544 that all values along that dimension are available while a positive
545 integer means that only values along that index of the dimension are
546 available. In all cases, the matrix passed is assumed to start (that
547 is, have an in-memory structure) coinciding with the start of the
548 specified slice. Thus, using this offset array mechanism, a slice
549 can be written along any single dimension or combinations of
550 dimensions.
551

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