#!/usr/bin/python

def loadfmap( fname ):
    fmap = {}
    nmap = {}

    for l in open( fname ):
        arr = l.split()
        if arr[0].find('.') != -1:
            idx = int( arr[0].strip('.') )
            assert idx not in fmap
            fmap[ idx ] = {}
            ftype = arr[1].strip(':')
            content = arr[2]
        else:
            content = arr[0]
        for it in content.split(','):
            if it.strip() == '':
                continue
            k , v = it.split('=')
            fmap[ idx ][ v ] = len(nmap) + 1
            nmap[ len(nmap) ] = ftype+'='+k
    return fmap, nmap

def write_nmap( fo, nmap ):
    for i in range( len(nmap) ):
        fo.write('%d\t%s\ti\n' % (i, nmap[i]) )

# start here
fmap, nmap = loadfmap( 'agaricus-lepiota.fmap' )
fo = open( 'featmap.txt', 'w' )
write_nmap( fo, nmap )
fo.close()

fo = open( 'agaricus.txt', 'w' )
for l in open( 'agaricus-lepiota.data' ):
    arr = l.split(',')
    if arr[0] == 'p':
        fo.write('1')
    else:
        assert arr[0] == 'e'
        fo.write('0')
    for i in range( 1,len(arr) ):
        fo.write( ' %d:1' % fmap[i][arr[i].strip()] )
    fo.write('\n')

fo.close()

#!/usr/bin/python

def loadfmap( fname ):
    fmap = {}
    nmap = {}

    for l in open( fname ):
        arr = l.split()
        if arr[0].find('.') != -1:
            idx = int( arr[0].strip('.') )
            assert idx not in fmap
            fmap[ idx ] = {}
            ftype = arr[1].strip(':')
            content = arr[2]
        else:
            content = arr[0]
        for it in content.split(','):
            if it.strip() == '':
                continue
            k , v = it.split('=')
            fmap[ idx ][ v ] = len(nmap)
            nmap[ len(nmap) ] = ftype+'='+k
    return fmap, nmap

def write_nmap( fo, nmap ):
    for i in range( len(nmap) ):
        fo.write('%d\t%s\ti\n' % (i, nmap[i]) )

# start here
fmap, nmap = loadfmap( 'agaricus-lepiota.fmap' )
fo = open( 'featmap.txt', 'w' )
write_nmap( fo, nmap )
fo.close()

fo = open( 'agaricus.txt', 'w' )
for l in open( 'agaricus-lepiota.data' ):
    arr = l.split(',')
    if arr[0] == 'p':
        fo.write('1')
    else:
        assert arr[0] == 'e'
        fo.write('0')
    for i in range( 1,len(arr) ):
        fo.write( ' %d:1' % fmap[i][arr[i].strip()] )
    fo.write('\n')

fo.close()

Fix #3638: Binary classification demo should produce LIBSVM with 0-based indexing (#3652)