aboutsummaryrefslogtreecommitdiff
path: root/etc/compile-by-zinc/make-graph-with-reg-by-ac-buckets.py
blob: 53088457e09eb7b201340ce45cdee2a12f45fa56 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
#!/usr/bin/env python
from __future__ import with_statement
from memoize import memoize
import codecs, re, sys, os
import subprocess

LAMBDA = u'\u03bb'

OP_NAMES = {'*':'MUL', '+':'ADD', '>>':'SHL', '<<':'SHR', '|':'OR', '&':'AND'}

REGISTERS = tuple(['RAX', 'RBX', 'RCX', 'RDX', 'RSI', 'RDI', 'RBP'] #, 'RSP'] # RSP is stack pointer?
                  + ['r%d' % i for i in range(8, 16)])
REGISTER_COLORS = ['color="black"', 'color="white",fillcolor="black"', 'color="maroon"', 'color="green"', 'fillcolor="olive"',
                   'color="navy"', 'color="purple"', 'fillcolor="teal"', 'fillcolor="silver"', 'fillcolor="gray"', 'fillcolor="red"',
                   'fillcolor="lime"', 'fillcolor="yellow"', 'fillcolor="blue"', 'fillcolor="fuschia"', 'fillcolor="aqua"']
REGISTER_COLORS = ['fillcolor="%s"' % c for c in 'aliceblue antiquewhite aquamarine azure beige bisque blue blueviolet brown cadetblue chartreuse cyan red gold deeppink darkorange'.split(' ')]
COLOR_FOR_REGISTER = dict(zip(REGISTERS, REGISTER_COLORS))

MAX_INSTRUCTION_WINDOW = 10000

def get_lines(filename):
    with codecs.open(filename, 'r', encoding='utf8') as f:
        lines = f.read().replace('\r\n', '\n')
    return [line.strip() for line in re.findall("%s '.*?[Rr]eturn [^\r\n]*" % LAMBDA, lines, flags=re.DOTALL)[0].split('\n')]

def strip_casts(text):
    return re.sub(r'\(u?int[0-9]*_t\)\s*\(?([^\)]*)\)?', r'\1', text)

def parse_lines(lines):
    lines = list(map(strip_casts, lines))
    assert lines[0][:len(LAMBDA + ' ')] == LAMBDA + ' '
    assert lines[0][-1] == ','
    ret = {}
    ret['vars'] = lines[0][len(LAMBDA + ' '):-1]
    assert lines[-1][-1] == ')'
    ret['return'] = lines[-1][:-1].replace('return ', '').replace('Return ', '')
    ret['lines'] = []
    for line in lines[1:-1]:
        datatype, varname, arg1, op, arg2 = re.findall('^(u?int[0-9]*_t) ([^ ]*) = ([^ ]*) ([^ ]*) ([^ ]*);$', line)[0]
        ret['lines'].append({'type':datatype, 'out':varname, 'op':op, 'args':(arg1, arg2), 'source':line})
    print('Compiling %d lines in groups of %d...' % (len(ret['lines']), min(MAX_INSTRUCTION_WINDOW, len(ret['lines']))))
    ret['lines'] = tuple(ret['lines'])
    split_ret = []
    for start in range(0, len(ret['lines']), MAX_INSTRUCTION_WINDOW):
        cur_ret = dict(ret)
        cur_ret['lines'] = ret['lines'][start:][:MAX_INSTRUCTION_WINDOW]
        split_ret.append(cur_ret)
    return tuple(split_ret)

def get_var_names(input_data):
    return tuple(line['out'] for line in input_data['lines'])

def get_input_var_names(input_data):
    return tuple(i for i in data['vars'].replace('%core', '').replace(',', ' ').replace('(', ' ').replace(')', ' ').replace("'", ' ').split(' ')
                 if i != '')

def get_output_var_names(input_data):
    return tuple(i for i in data['return'].replace(',', ' ').replace('(', ' ').replace(')', ' ').split(' ')
                 if i != '')

def line_of_var(input_data, var):
    retv = [line for line in input_data['lines'] if line['out'] == var]
    if len(retv) > 0: return retv[0]
    return {'out': var, 'args':tuple(), 'op': 'INPUT', 'type':'uint64_t'}

def make_data_dependencies(input_data):
    input_var_names = get_input_var_names(input_data)
    dependencies = dict((var, tuple()) for var in input_var_names)
    for line in input_data['lines']:
        dependencies[line['out']] = tuple(arg for arg in line['args']
                                          if arg[0] not in '0123456789')
    return dependencies
def make_reverse_data_dependencies(dependencies):
    reverse_dependencies = dict((k, []) for k in dependencies.keys())
    for k, v in dependencies.items():
        for arg in v:
            reverse_dependencies[arg].append(k)
    return reverse_dependencies

def get_low_or_high(obj, low_or_high):
    assert(low_or_high in ('low', 'high'))
    if obj['op'] == 'COMBINE':
        if low_or_high == 'low': return obj['deps'][0]
        if low_or_high == 'high': return obj['deps'][1]
    else:
        return {'out':obj['out'] + '_' + low_or_high, 'style':'', 'deps':(obj,), 'op':'GET_' + low_or_high.upper(), 'type':'uint64_t', 'extra_out':tuple(o + '_' + low_or_high for o in obj['extra_out']), 'rev_deps':tuple()}

def add_combine_low_high(objs):
    for obj in objs:
        if obj['type'] == 'uint128_t':
            obj_low = get_low_or_high(obj, 'low')
            obj_high = get_low_or_high(obj, 'high')
            obj_new = {'out':obj['out'], 'style':'', 'deps':(obj_low, obj_high), 'op':'COMBINE', 'type':'uint128_t', 'extra_out':obj['extra_out'], 'rev_deps':obj['rev_deps']}
            obj['out'] += '_tmp'
            obj['rev_deps'] = (obj_low, obj_high)
            obj_high['rev_deps'] = (obj_new,)
            obj_low['rev_deps'] = (obj_new,)
            for rdep in obj_new['rev_deps']:
                rdep['deps'] = tuple(d if d is not obj else obj_new
                                     for d in rdep['deps'])


def split_graph(objs):
    for obj in objs:
        if obj['op'] == '&' and obj['type'] == 'uint64_t' and len(obj['deps']) == 1 and obj['deps'][0]['type'] == 'uint128_t' and obj['deps'][0]['op'] == 'COMBINE':
            combine_node = obj['deps'][0]
            low = combine_node['deps'][0]
            obj['deps'] = (low,)
            low['rev_deps'] = tuple(list(low['rev_deps']) + [obj])
        if obj['op'] == '+' and obj['type'] == 'uint128_t' and len(obj['rev_deps']) == 2 and obj['rev_deps'][0]['op'] == 'GET_LOW' and obj['rev_deps'][1]['op'] == 'GET_HIGH':
            for tmp in ('_tmp', '_temp'):
                if obj['out'][-len(tmp):] == tmp:
                    obj['out'] = obj['out'][:-len(tmp)]
            obj_low, obj_high = obj['rev_deps']
            obj_carry = {'out':'c' + obj['out'], 'style':'', 'deps':(obj_low,), 'op':'GET_CARRY', 'type':'CARRY', 'extra_out':tuple(), 'rev_deps':(obj_high,)}
            assert(len(obj_low['deps']) == 1)
            assert(len(obj_high['deps']) == 1)
            assert(obj_low['type'] == 'uint64_t')
            assert(obj_high['type'] == 'uint64_t')
            obj_low['deps'], obj_high['deps'] = [], [obj_carry]
            obj_low['op'] = '+'
            obj_high['op'] = '+'
            for dep in obj['deps']:
                if dep['type'] == 'uint64_t':
                    obj_low['deps'].append(dep)
                    dep['rev_deps'] = tuple(d if d is not obj else obj_low
                                            for d in dep['rev_deps'])
                elif dep['type'] == 'uint128_t':
                    dep_low, dep_high = get_low_or_high(dep, 'low'), get_low_or_high(dep, 'high')
                    obj_low['deps'].append(dep_low)
                    obj_high['deps'].append(dep_high)
                    dep_low['rev_deps'] = tuple(list(dep_low['rev_deps']) + [obj_low])
                    dep_high['rev_deps'] = tuple(list(dep_high['rev_deps']) + [obj_high])
                else:
                    assert(False)
            obj_low['deps'], obj_high['deps'] = tuple(obj_low['deps']), tuple(obj_high['deps'])
            obj['deps'] = tuple()
            obj['rev_deps'] = tuple()

def collect_ac_buckets(graph):
    to_process = list(graph['out'].values())
    while len(to_process) > 0:
        line, to_process = to_process[0], to_process[1:]
        if line['op'] == '+':
            args = list(line['deps'])
            new_args = []
            while len(args) > 0:
                arg, args = args[0], args[1:]
                if arg['op'] == '+' and len(arg['rev_deps']) == 1 and line['type'] == 'uint128_t':
                    line['extra_out'] = tuple(sorted(list(line['extra_out']) + [arg['out']] + list(arg['extra_out'])))
                    for arg_arg in arg['deps']:
                        arg_arg['rev_deps'] = (line,)
                        args.append(arg_arg)
                else:
                    new_args.append(arg)
            line['deps'] = tuple(new_args)
        to_process += list(line['deps'])

def prune(out_vars, objs, seen=None):
    if seen is None: seen = set()
    for obj in objs:
        if obj['out'] in seen: continue
        prune(out_vars, obj['rev_deps'], seen=seen)
        if any(len(rdep['deps']) == 0
               or (len(rdep['rev_deps']) == 0 and rdep['out'] not in out_vars)
               for rdep in obj['rev_deps']):
            #print('pruning %s' % obj['out'])
            obj['rev_deps'] = tuple(rdep for rdep in obj['rev_deps']
                                    if len(rdep['deps']) > 0
                                    and (rdep['out'] in out_vars or len(rdep['rev_deps']) > 0))
        seen.add(obj['out'])

def to_graph(input_data):
    objs = dict((var, {'out':var, 'style':''}) for var in list(get_input_var_names(input_data)) + list(get_var_names(input_data)))
    for var in get_input_var_names(input_data):
        objs[var]['deps'] = tuple()
        objs[var]['op'] = 'INPUT'
        objs[var]['type'] = 'uint64_t'
        objs[var]['extra_out'] = tuple()
    for line in input_data['lines']:
        var = line['out']
        objs[var]['extra_out'] = tuple()
        objs[var]['op'] = line['op']
        objs[var]['type'] = line['type']
        objs[var]['deps'] = tuple(objs[arg] for arg in line['args'] if arg in objs.keys())
    for var in objs.keys():
        objs[var]['rev_deps'] = tuple(objs[arg] for arg in sorted(objs.keys())
                                      if any(node['out'] == var for node in objs[arg]['deps']))
    graph = {'out':dict((var, objs[var]) for var in get_output_var_names(input_data)),
             'in':dict((var, objs[var]) for var in get_input_var_names(input_data)) }
    collect_ac_buckets(graph)
    add_combine_low_high(objs.values())
    split_graph(objs.values())
    prune(set(graph['out'].keys()), objs.values())
    #split_graph(objs)
    return graph


def print_dependencies(input_data, dependencies):
    in_vars = get_input_var_names(input_data)
    out_vars = get_output_var_names(input_data)
    registers = assign_registers(input_data, dependencies)
    body = (
        ''.join('    %s [label="%s (%s)",%s];\n' % (var, var, reg, COLOR_FOR_REGISTER[reg.split(':')[0]]) for var, reg in registers.items()) +
        ''.join('    in -> %s ;\n' % var for var in in_vars) +
        ''.join('    %s -> out ;\n' % var for var in out_vars) +
        ''.join(''.join('    %s -> %s ;\n' % (out_var, in_var) for out_var in sorted(dependencies[in_var]))
                for in_var in sorted(dependencies.keys()))
            )
    return ('digraph G {\n' + body + '}\n')
def adjust_bits(input_data, graph):
    for line in input_data['lines']:
        if line['type'] == 'uint128_t':
            graph = graph.replace(line['out'], line['out'] + '_128')
    return graph

def fill_node(node, color='red'):
    node['style'] = ', style="filled", fillcolor="%s"' % color

def fill_deps(node, color='red'):
    fill_node(node)
    for dep in node['deps']:
        fill_deps(dep, color=color)

def fill_subgraph(in_node, color='red'):
    #print((in_node['out'], in_node['op'], [d['out'] for d in in_node['rev_deps']]))
    fill_node(in_node, color=color)
    if in_node['op'] != '+':
        fill_deps(in_node, color=color)
        for rdep in in_node['rev_deps']:
            fill_subgraph(rdep, color=color)

def is_temp(node):
    for tmp in ('_tmp', '_temp'):
        if node['out'][-len(tmp):] == tmp:
            return True
    return False

# returns {cur_map with new_name->reg}, still_free_temps, still_free_list, all_temps
def allocate_node(existing, node, *args):
    cur_map, free_temps, free_list, all_temps, freed, new_buckets = args
    free_temps = list(free_temps)
    free_list = list(free_list)
    all_temps = list(all_temps)
    full_map = dict(existing)
    cur_map = dict(cur_map)
    freed = list(freed)
    new_buckets = list(new_buckets)
    full_map.update(cur_map)
    def do_ret():
        return cur_map, tuple(free_temps), tuple(free_list), tuple(all_temps), tuple(freed), tuple(new_buckets)
    def do_free(var):
        for reg in full_map[var].split(':'):
            if reg in all_temps:
                if reg not in free_temps:
                    free_temps.append(reg)
            else:
                if reg not in free_list:
                    free_list.append(reg)
    def do_free_deps(node):
        for dep in node['deps']:
            if dep['out'] in full_map.keys() and all(n['out'] in full_map.keys() or n['out'] in cur_map.keys() for n in dep['rev_deps']):
                if dep['out'] not in freed:
                    do_free(dep['out'])
                    freed.append(dep['out'])
    if node['out'] in full_map.keys():
        do_free_deps(node)
        return do_ret()
    #print('alloc: %s (of %d)' % (node['out'], len(free_list)))
    if node['op'] in ('GET_HIGH', 'GET_LOW') and len(node['deps']) == 1 and len(node['deps'][0]['rev_deps']) <= 2 and all(n['op'] in ('GET_HIGH', 'GET_LOW') for n in node['deps'][0]['rev_deps']) and node['deps'][0]['out'] in full_map.keys():
        reg_idx = {'GET_LOW':0, 'GET_HIGH':1}[node['op']]
        cur_map[node['out']] = full_map[node['deps'][0]['out']].split(':')[reg_idx]
        return do_ret()
    if len(node['deps']) == 1 and len(node['deps'][0]['rev_deps']) == 1 and node['deps'][0]['out'] in full_map.keys() and node['type'] == node['deps'][0]['type']:
        cur_map[node['out']] = full_map[node['deps'][0]['out']]
        return do_ret()
    if len(node['deps']) == 0 and node['op'] == 'INPUT':
        assert(node['type'] == 'uint64_t')
        cur_map[node['out']] = free_list.pop()
        return do_ret()
    if is_temp(node):
        num_reg = {'uint64_t':1, 'uint128_t':2}[node['type']]
        # TODO: make this more efficient by allowing re-use of
        # dependnecies which are no longer needed (which are currently
        # only reaped after this node is assigned)
        while len(free_temps) < num_reg:
            reg = free_list.pop()
            free_temps.append(reg)
            all_temps.append(reg)
        cur_map[node['out']] = ':'.join(free_temps[:num_reg])
        free_temps = free_temps[num_reg:]
        do_free_deps(node)
        return do_ret()
    if node['op'] == '+' and node['type'] == 'uint64_t' and len(node['extra_out']) > 0:
        cur_map[node['out']] = free_list.pop()
        new_buckets.append(node)
        do_free_deps(node)
        return do_ret()
    if node['op'] == '*' and node['type'] == 'uint64_t' and len(node['deps']) == 1:
        dep = node['deps'][0]
        assert(dep['out'] in full_map.keys())
        if all(rdep is node or (rdep['out'] in full_map.keys() and full_map[rdep['out']] != full_map[dep['out']])
               for rdep in dep['rev_deps']):
            cur_map[node['out']] = full_map[dep['out']]
        else:
            cur_map[node['out']] = free_list.pop()
        return do_ret()
    raw_input([node['out'], node['op'], node['type'], len(node['deps'])])
    return do_ret()

def allocate_deps(existing, node, *args):
    for dep in node['deps']:
        args = allocate_deps(existing, dep, *args)
    return allocate_node(existing, node, *args)

def allocate_subgraph(existing, node, *args):
    if node['op'] != '+':
        args = allocate_deps(existing, node, *args)
    else:
        args = allocate_node(existing, node, *args)
    if node['op'] != '+':
        for rdep in node['rev_deps']:
            args = allocate_subgraph(existing, rdep, *args)
    return args

def annotate_with_alloc(objs, mapping):
    for obj in objs:
        if obj['out'] in mapping.keys():
            obj['reg'] = ' (' + mapping[obj['out']] + ')'
        else:
            obj['reg'] = ''

def get_plus_deps(nodes, ops=('+',), types=('uint128_t',), seen=None):
    if seen is None: seen = set()
    for node in nodes:
        for dep in node['deps']:
            if dep['out'] in seen: continue
            seen.add(dep['out'])
            if dep['op'] in ops and dep['type'] in types:
                yield dep
            for dep in get_plus_deps([dep], ops=ops, types=types, seen=seen):
                yield dep

def get_objects(start, ret=None):
    if ret is None: ret = {}
    for node in start:
        if node['out'] in ret.keys(): continue
        ret[node['out']] = node
        get_objects(node['deps'], ret=ret)
    return ret

def print_nodes(objs):
    for var in sorted(objs.keys(), key=(lambda s:(int(s.strip('cx_lowhightmp')), s))):
        yield '    %s [label="%s%s" %s];\n' % (objs[var]['out'], ' + '.join(sorted([objs[var]['out']] + list(objs[var]['extra_out']))), objs[var]['reg'], objs[var]['style'])
def print_deps(objs):
    for var in sorted(objs.keys()):
        for dep in objs[var]['deps']:
            yield '    %s -> %s [ label="%s" ] ;\n' % (dep['out'], objs[var]['out'], objs[var]['op'])

def allocate_one_subtree(possible_nodes, existing, *args):
    cur_map, free_temps, free_list, all_temps, freed, new_buckets = args
    existing, cur_map, free_temps, free_list, all_temps, freed, new_buckets \
        = dict(existing), dict(cur_map), list(free_temps), list(free_list), list(all_temps), tuple(freed), tuple(new_buckets)
    args = (cur_map, free_temps, free_list, all_temps, freed, new_buckets)
    sorted_nodes = []
    for node in possible_nodes:
        try:
            lens = [len([rd for rd in d['rev_deps'] if rd['out'] not in existing.keys()]) for d in node['deps']]
            temp_cur_map, temp_free_temps, temp_free_list, temp_all_temps, temp_freed, temp_new_buckets = allocate_subgraph(existing, node, *args)
            if set(temp_free_temps) != set(temp_all_temps):
                print(('BAD', node['out'], temp_cur_map, temp_free_temps, temp_free_list, temp_all_temps))
            sorted_nodes.append(((len(temp_free_list),
                                  -min(lens),
                                  -max(lens),
                                  -len(temp_new_buckets),
                                  len(temp_free_temps),
                                  -int(node['out'].strip('x_lowhightemp'))),
                                 node))
        except IndexError:
            print('Too many reg: %s' % node['out'])
    sorted_nodes = tuple(reversed(sorted(sorted_nodes, key=(lambda v: v[0]))))
    print([(n[0], n[1]['out']) for n in sorted_nodes])
    node = sorted_nodes[0][1]
    possible_nodes = [n for n in possible_nodes if n is not node]
    print('Allocating for %s' % node['out'])
    args = allocate_subgraph(existing, node, *args)
    fill_subgraph(node)
    cur_map, free_temps, free_list, all_temps, freed, new_buckets = args
    return possible_nodes, cur_map, free_temps, free_list, all_temps, freed, new_buckets


def print_graph(graph, allocs):
    objs = get_objects(graph['out'].values())
    annotate_with_alloc(objs.values(), allocs)
    body = ''.join(print_nodes(objs))
    body += ''.join(print_deps(objs))
    body += ''.join('    in -> %s ;\n' % node['out'] for node in graph['in'].values())
    body += ''.join('    %s -> out ;\n' % node['out'] for node in graph['out'].values())
    return ('digraph G {\n' + body + '}\n')

data_list = parse_lines(get_lines('femulDisplay.log'))
for i, data in enumerate(data_list):
    graph = to_graph(data)
    #buckets = tuple(sorted(get_plus_deps(graph['out'].values()),
    #                       key=(lambda n:len(list(get_plus_deps([n]))))))
    possible_nodes = dict((n['out'], n)
                          for in_obj in graph['in'].values()
                          for n in in_obj['rev_deps']
                          if n['op'] == '*')
    for var, node in list(possible_nodes.items()):
        possible_nodes.update(dict((n['out'], n)
                                   for n in node['rev_deps']
                                   if n['op'] == '*'))
    possible_nodes = list(sorted(possible_nodes.items()))
    possible_nodes = [n for v, n in possible_nodes]
    existing, cur_map, free_temps, free_list, all_temps, freed, new_buckets = {}, {}, tuple(), tuple(REGISTERS), tuple(), tuple(), tuple()
    for var in tuple(): #('x20_tmp', 'x49_tmp', 'x51_tmp', 'x55_tmp', 'x53_tmp'):
        print(var)
        cur_possible_nodes = [n for n in possible_nodes if n['out'] == var]
        cur_possible_nodes, cur_map, free_temps, free_list, all_temps, freed, new_buckets \
            = allocate_one_subtree(cur_possible_nodes, existing, cur_map, free_temps, free_list, all_temps, freed, new_buckets)
        existing.update(cur_map)
        cur_map = {}
    for count in range(10):
        print(count)
        possible_nodes, cur_map, free_temps, free_list, all_temps, freed, new_buckets \
            = allocate_one_subtree(possible_nodes, existing, cur_map, free_temps, free_list, all_temps, freed, new_buckets)
        existing.update(cur_map)
        cur_map = {}
    #my_node = [n for n in possible_nodes if n['out'] == 'x36_tmp'][0]
    #fill_subgraph(my_node)
    #possible_nodes, cur_map, free_temps, free_list, all_temps \
    #        = allocate_one_subtree([my_node], existing, cur_map, free_temps, free_list, all_temps)
    #mul_node = possible_nodes[0]
    #print([n['out'] for n in mul_node['deps']])
    #cur_map, free_temps, free_list, all_temps = allocate_subgraph(existing, mul_node, cur_map, free_temps, free_list, all_temps)
    print((existing, free_temps, free_list, all_temps))
    #fill_deps(buckets[0])
    deps = adjust_bits(data, print_graph(graph, existing))
    with codecs.open('femulData%d.dot' % i, 'w', encoding='utf8') as f:
        f.write(deps)
    for fmt in ('png', 'svg'):
        subprocess.call(['dot', '-T%s' % fmt, 'femulData%d.dot' % i, '-o', 'femulData%d.%s' % (i, fmt)])