source: misc/tools/write_large_files/rwi_big_file.py @ 7276

#!/usr/bin/env python
################################################################################
# A test program to write a large NetCDF file and see if we can read it.
#
# The file is written with a defined number of variables, each of a required
# size.  Each variable consists of one or more 'slices', each 1000*1000 cells.
# Each element of each slice of each variable is written with a *unique* value
# that is checked when the file is read.
#
# So, for variable V (numbering from 0), slice S (starting from 0), element
# E will range from 0 to 10**6-1, and the element value will be:
#     S*100 + V + E*1.0E-6
# which will look like:
#     SSSSVV.EEEEEE
# This implies that the maximum number of variables written is 100 (0 to 99).
################################################################################

import sys
import getopt
import time
import numpy as num
import Scientific.IO.NetCDF as nc

######
# Various constants
######

# default modifier and number of files
DEF_MODIFIER = 'M'

# array slice definitions
XDIM = 1000*1000
SLICE_SIZE = XDIM*8     # 8 bytes / float
MBYTE = 1024*1024

# Dictionary for suffix modifiers
Suffixes = {'M': 1024*1024,
            'G': 1024*1024*1024
           }

######
# Globals
######

TimeFileWrite = False
TimeFileRead = False
CloseAfterSlice = False
Verbose = False

# mask for variable names
VarnameMask = 'var_%02d'


######
# Mainline code
######

##
# @brief Read a NetCDF file - see if it as we wrote it.
# @param filename The name of the file to read.
# @param variable_size Size of variable, in bytes.
# @param num_variables Number of variables.
def read_file(filename, variable_size, num_variables):
    # create a data array slice
    slice_array_mask = num.ones((XDIM,), 'd')

    # if timing file read, get start time
    if TimeFileRead:
        start_file_read = time.time()

    fid = nc.NetCDFFile(filename, 'r')

    # num file bytes read counter
    file_bytes_read = 0

    result = True

    for var_num in xrange(num_variables):
        varname = VarnameMask % var_num
        var = fid.variables[varname]

        # num variable bytes written counter
        var_bytes_read = 0

        slice_number = 0
        while var_bytes_read < variable_size:
            var_bytes_read += SLICE_SIZE
            file_bytes_read += SLICE_SIZE

            # create expected slice array
            slice_array = slice_array_mask*slice_number*100 + var_num
            slice_array += ElementIndexArray

            if Verbose:
                print ('File %s, variable %s, reading slice %d: '
                       'var=%.1fMiB, file=%.1fMiB' %
                       (filename, varname, slice_number,
                        float(var_bytes_read)/MBYTE,
                        float(file_bytes_read)/MBYTE))

            var_array = fid.variables[varname][slice_number,:]
            if not num.allclose(var_array, slice_array):
##            if num.any(var_array != slice_array):
                print 'Read variable %s, slice %d: got unexpected value' % \
                      (varname, slice_number)
                for x in xrange(XDIM):
                    if var_array[x] != slice_array[x]:
                        print 'Index %d, got %f, expected %f' % \
                              (x, var_array[x], slice_array[x])
                        return False

            slice_number += 1

            if CloseAfterSlice:
                fid.close()
                fid = nc.NetCDFFile(filename, 'r')

    fid.close()

    if TimeFileRead:
        stop_file_read = time.time()
        print ('Time to read file: %.2f sec' %
               (stop_file_read - start_file_read))

    return True


##
# @brief Write a NetCDF file with set number of variables of a defined size.
# @param variable_size Size of variable, in bytes.
# @param num_variables Number of required variables.
# @return The filename of the created file.
# @note Variable slice writes are interleaved.
def write_file(variable_size, num_variables=1):
    # set file and variable name masks
    filename = 'test.nc'

    # create a data array slice
    slice_array_mask = num.ones((XDIM,), 'd')

    # if timing file write, remember start time
    if TimeFileWrite:
        start_file_write = time.time()

    fid = nc.NetCDFFile(filename, 'w')
    fid.createDimension('y', None)
    fid.createDimension('x', XDIM)

    # create all required variables
    for i in xrange(num_variables):
        varname = VarnameMask % i
        fid.createVariable(varname, 'd', ('y', 'x'))

    # set counters to zero
    var_bytes_written = 0
    file_bytes_written = 0
    slice_number = 0

    while var_bytes_written < variable_size:
        var_bytes_written += SLICE_SIZE

        for var_num in xrange(num_variables):
            varname = VarnameMask % var_num

            # create unique slice array
            slice_array = slice_array_mask*slice_number*100 + var_num
            slice_array += ElementIndexArray

            fid.variables[varname][slice_number,:] = slice_array

            if CloseAfterSlice:
                fid.close()
                fid = nc.NetCDFFile(filename, 'a')

            file_bytes_written += SLICE_SIZE

            if Verbose:
                print ('File %s, variable %s, writing slice %d: '
                       'var=%.1fMiB, file=%.1fMiB' %
                       (filename, varname, slice_number,
                        float(var_bytes_written)/MBYTE,
                        float(file_bytes_written)/MBYTE))

        slice_number += 1

    fid.close()

    if TimeFileWrite:
        stop_file_write = time.time()
        print ('Time to write file: %.2f sec' %
               (stop_file_write - start_file_write))

    return filename


##
# @brief Provide help for the befuddled user.
# @return Doesn't, calls sys.exit().
def usage(msg=None):
    print "Usage: write_large_files <opts> <varsize> [<numvars>]"
    print ""
    print "where <varsize> is a number followed by an optional modifier:"
    print "                    1024M or 4G"
    print "                the assumed modifier if none is given is '%s'." \
          % DEF_MODIFIER
    print "  and <numvars> is the number of variables of the above size"
    print "                    to write.  If not supplied, 1 is assumed."
    print "                    There can be at most 100 variables."
    print "  and <opts>    is zero or more of:"
    print "                    -c s    close & open the output file after"
    print "                            each variable slice is read/written,"
    print "                    -t rf   time the complete file read,"
    print "                    -t wf   time the complete file write,"

    if msg:
        derr, "\n%s" % msg

    sys.exit(10)

def main(argv=None):
    global TimeFileWrite, TimeFileRead, CloseAfterSlice, Verbose
    global ElementIndexArray

    if argv is None:
        argv = sys.argv

    # parse command line args
    try:
        opts, args = getopt.getopt(argv[1:], "c:t:v", ["help"])
    except getopt.error, msg:
        usage(msg)

    for (opt, optarg) in opts:
        if opt == '-c':
            optargchar = optarg[0].lower()
            if optargchar == 's':
                CloseAfterSlice = True
            else:
                usage("Unrecognized -c suboption: %s" % optarg)
        elif opt == '-t':
            optargchar = optarg[0].lower()
            if optargchar == 'r':
                optargchar = optarg[1].lower()
                if optargchar == 'f':
                    TimeFileRead = True
                else:
                    usage("Unrecognized -t suboption: %s" % optarg)
            elif optargchar == 'w':
                optargchar = optarg[1].lower()
                if optargchar == 'f':
                    TimeFileWrite = True
                else:
                    usage("Unrecognized -t suboption: %s" % optarg)
            else:
                usage("Unrecognized -t suboption: %s" % optarg)
        elif opt == '-v':
            Verbose = True
        else:
            usage("Unrecognized option: %s" % opt)

    if len(args) != 1 and len(args) != 2:
        usage()

    var_size = args[0][:-1]
    modifier = args[0][-1]

    if modifier in '0123456789':
        var_size = args[0]
        modifier = DEF_MODIFIER
    modifier = Suffixes.get(modifier, None)
    if modifier is None:
        usage()
        
    try:
        var_size = int(var_size) * modifier
    except:
        usage()

    num_vars = 1
    if len(args) == 2:
        try:
            num_vars = int(args[1])
        except:
            usage()

    if num_vars > 100:
        usage()

    # initialize the global element index array which contains
    # 0.EEEEEE in each element.
    ElementIndexArray = num.ndarray((XDIM,), 'd')
    for x in xrange(XDIM):
        ElementIndexArray[x] = x*1.0e-6
    
    # write the required file
    filename = write_file(var_size, num_vars)
        
    # read the file to see if is as expected
    if not read_file(filename, var_size, num_vars):
        print "Didn't read data that we read!?"
        return 10

#    print 'Read/write of NectCDF file was correct'
    return 0


if __name__ == "__main__":
    sys.exit(main())