Project

General

Profile

1 53 aaronmk
#!/usr/bin/env python
2
# Maps one datasource to another, using a map spreadsheet if needed
3 986 aaronmk
# Exit status is the # of errors in the import, up to the maximum exit status
4 53 aaronmk
# For outputting an XML file to a PostgreSQL database, use the general format of
5
# http://vegbank.org/vegdocs/xml/vegbank_example_ver1.0.2.xml
6
7 2550 aaronmk
import copy
8 1014 aaronmk
import csv
9 1714 aaronmk
import itertools
10 53 aaronmk
import os.path
11 3577 aaronmk
import warnings
12 53 aaronmk
import sys
13 299 aaronmk
import xml.dom.minidom as minidom
14 53 aaronmk
15 266 aaronmk
sys.path.append(os.path.dirname(__file__)+"/../lib")
16 53 aaronmk
17 1389 aaronmk
import csvs
18 2040 aaronmk
import db_xml
19 344 aaronmk
import exc
20 1714 aaronmk
import iters
21 1705 aaronmk
import maps
22 64 aaronmk
import opts
23 2035 aaronmk
import parallelproc
24 281 aaronmk
import Parser
25 982 aaronmk
import profiling
26 131 aaronmk
import sql
27 2288 aaronmk
import sql_gen
28 3103 aaronmk
import sql_io
29 1758 aaronmk
import streams
30 715 aaronmk
import strings
31 828 aaronmk
import term
32 310 aaronmk
import util
33 1014 aaronmk
import xpath
34 133 aaronmk
import xml_dom
35 86 aaronmk
import xml_func
36 1713 aaronmk
import xml_parse
37 53 aaronmk
38 1404 aaronmk
def get_with_prefix(map_, prefixes, key):
39 2040 aaronmk
    '''Gets all entries for the given key with any of the given prefixes
40
    @return tuple(found_key, found_value)
41
    '''
42 1484 aaronmk
    values = []
43 1681 aaronmk
    for key_ in strings.with_prefixes(['']+prefixes, key): # also with no prefix
44
        try: value = map_[key_]
45 1484 aaronmk
        except KeyError, e: continue # keep going
46 2040 aaronmk
        values.append((key_, value))
47 1484 aaronmk
48
    if values != []: return values
49
    else: raise e # re-raise last KeyError
50 1404 aaronmk
51 1018 aaronmk
def metadata_value(name): return None # this feature has been removed
52 84 aaronmk
53 1360 aaronmk
def cleanup(val):
54
    if val == None: return val
55 1374 aaronmk
    return util.none_if(strings.cleanup(strings.ustr(val)), u'', u'\\N')
56 1360 aaronmk
57 847 aaronmk
def main_():
58 131 aaronmk
    env_names = []
59
    def usage_err():
60 944 aaronmk
        raise SystemExit('Usage: '+opts.env_usage(env_names, True)+' '
61 1945 aaronmk
            +sys.argv[0]+' [map_path...] [<input] [>output]\n'
62 1946 aaronmk
            'Note: Row #s start with 1')
63 838 aaronmk
64 1570 aaronmk
    ## Get config from env vars
65 838 aaronmk
66 1570 aaronmk
    # Modes
67 946 aaronmk
    test = opts.env_flag('test', False, env_names)
68 947 aaronmk
    commit = opts.env_flag('commit', False, env_names) and not test
69 944 aaronmk
        # never commit in test mode
70 947 aaronmk
    redo = opts.env_flag('redo', test, env_names) and not commit
71 2977 aaronmk
        # never redo in commit mode (run `make schemas/reinstall` instead)
72 1570 aaronmk
73
    # Ranges
74 1946 aaronmk
    start = util.cast(int, opts.get_env_var('start', 1, env_names)) # 1-based
75
    # Make start interally 0-based.
76
    # It's 1-based to the user to match up with the staging table row #s.
77
    start -= 1
78 1945 aaronmk
    if test: n_default = 1
79
    else: n_default = None
80
    n = util.cast(int, util.none_if(opts.get_env_var('n', n_default, env_names),
81
        u''))
82
    end = n
83 1570 aaronmk
    if end != None: end += start
84
85
    # Debugging
86 3132 aaronmk
    verbosity = util.cast(float, opts.get_env_var('verbosity', None, env_names))
87 944 aaronmk
    opts.get_env_var('profile_to', None, env_names) # add to env_names
88 131 aaronmk
89 1570 aaronmk
    # DB
90
    def get_db_config(prefix):
91 1926 aaronmk
        return opts.get_env_vars(sql.db_config_names, prefix, env_names)
92 1570 aaronmk
    in_db_config = get_db_config('in')
93
    out_db_config = get_db_config('out')
94
    in_is_db = 'engine' in in_db_config
95
    out_is_db = 'engine' in out_db_config
96 1982 aaronmk
    in_schema = opts.get_env_var('in_schema', None, env_names)
97
    in_table = opts.get_env_var('in_table', None, env_names)
98 3339 aaronmk
    if in_schema != None:
99
        for config in [in_db_config, out_db_config]:
100
            config['schemas'] += ','+in_schema
101 1570 aaronmk
102 1989 aaronmk
    # Optimization
103 2050 aaronmk
    cache_sql = opts.env_flag('cache_sql', True, env_names)
104 1989 aaronmk
    by_col = in_db_config == out_db_config and opts.env_flag('by_col', False,
105
        env_names) # by-column optimization only applies if mapping to same DB
106
    if test: cpus_default = 0
107 2044 aaronmk
    else: cpus_default = 0 # or None to use parallel processing by default
108 1989 aaronmk
    cpus = util.cast(int, util.none_if(opts.get_env_var('cpus', cpus_default,
109
        env_names), u''))
110
111 3132 aaronmk
    # Set default verbosity. Must happen after by_col is set.
112
    if verbosity == None:
113
        if test: verbosity = 0.5 # automated tests should not be verbose
114
        elif by_col: verbosity = 3 # show all queries to assist profiling
115
        else: verbosity = 1.1 # just show row progress
116
117 1570 aaronmk
    ##
118
119 838 aaronmk
    # Logging
120 2457 aaronmk
    verbose_errors = test and verbosity > 0
121 3243 aaronmk
    debug = verbosity >= 1.5
122 2439 aaronmk
    def log(msg, level=1):
123
        '''Higher level -> more verbose'''
124 2452 aaronmk
        if level <= verbosity:
125 2490 aaronmk
            if verbosity <= 2:
126
                if level == 1.5: msg = '# '+msg # msg is Redmine list item
127
                elif msg.startswith('DB query:'): # remove extra debug info
128
                    first_line, nl, msg = msg.partition('\n')
129
            elif level > 1: msg = '['+str(level)+'] '+msg # include level in msg
130
131 2883 aaronmk
            sys.stderr.write(strings.to_raw_str(msg.rstrip('\n')+'\n'))
132 2439 aaronmk
    if debug: log_debug = lambda msg, level=2: log(msg, level)
133 1901 aaronmk
    else: log_debug = sql.log_debug_none
134 662 aaronmk
135 53 aaronmk
    # Parse args
136 510 aaronmk
    map_paths = sys.argv[1:]
137 512 aaronmk
    if map_paths == []:
138
        if in_is_db or not out_is_db: usage_err()
139
        else: map_paths = [None]
140 53 aaronmk
141 646 aaronmk
    def connect_db(db_config):
142 1901 aaronmk
        log('Connecting to '+sql.db_config_str(db_config))
143 2920 aaronmk
        return sql.connect(db_config, caching=cache_sql, autocommit=commit,
144 2916 aaronmk
            debug_temp=verbosity > 3 and commit, log_debug=log_debug)
145 646 aaronmk
146 1945 aaronmk
    if end != None: end_str = str(end-1) # end is one past the last #
147 1573 aaronmk
    else: end_str = 'end'
148 1901 aaronmk
    log('Processing input rows '+str(start)+'-'+end_str)
149 1573 aaronmk
150 1014 aaronmk
    ex_tracker = exc.ExPercentTracker(iter_text='row')
151
    profiler = profiling.ItersProfiler(start_now=True, iter_text='row')
152
153 1856 aaronmk
    # Parallel processing
154 2035 aaronmk
    pool = parallelproc.MultiProducerPool(cpus)
155 1901 aaronmk
    log('Using '+str(pool.process_ct)+' parallel CPUs')
156 1846 aaronmk
157 3661 aaronmk
    # Set up DB access
158
    row_ins_ct_ref = [0]
159
    if out_is_db:
160
        out_db = connect_db(out_db_config)
161 3689 aaronmk
        def is_rel_func(name):
162
            return (name in db_xml.put_special_funcs
163
                or sql.function_exists(out_db, sql_gen.Function(name)))
164 3661 aaronmk
165 1014 aaronmk
    doc = xml_dom.create_doc()
166
    root = doc.documentElement
167 751 aaronmk
    out_is_xml_ref = [False]
168 3653 aaronmk
169 1014 aaronmk
    in_label_ref = [None]
170 3653 aaronmk
    col_defaults = {}
171 1014 aaronmk
    def update_in_label():
172 3696 aaronmk
        if in_label_ref[0] != None and out_is_db:
173
            # TODO: Move this to the mappings as some kind of metadata
174
            col_defaults['datasource_id'] = db_xml.put(out_db, xpath.path2xml(
175
                'party/organizationname="'+in_label_ref[0]+'"'), row_ins_ct_ref)
176 3653 aaronmk
177 1014 aaronmk
    def prep_root():
178
        root.clear()
179
        update_in_label()
180
    prep_root()
181 751 aaronmk
182 838 aaronmk
    def process_input(root, row_ready, map_path):
183 512 aaronmk
        '''Inputs datasource to XML tree, mapping if needed'''
184
        # Load map header
185
        in_is_xpaths = True
186 751 aaronmk
        out_is_xpaths = True
187 512 aaronmk
        out_label = None
188
        if map_path != None:
189
            metadata = []
190
            mappings = []
191
            stream = open(map_path, 'rb')
192
            reader = csv.reader(stream)
193
            in_label, out_label = reader.next()[:2]
194 1402 aaronmk
195 512 aaronmk
            def split_col_name(name):
196 1402 aaronmk
                label, sep, root = name.partition(':')
197
                label, sep2, prefixes_str = label.partition('[')
198
                prefixes_str = strings.remove_suffix(']', prefixes_str)
199
                prefixes = strings.split(',', prefixes_str)
200
                return label, sep != '', root, prefixes
201 1198 aaronmk
                    # extract datasrc from "datasrc[data_format]"
202 1402 aaronmk
203 1705 aaronmk
            in_label, in_root, prefixes = maps.col_info(in_label)
204
            in_is_xpaths = in_root != None
205 1014 aaronmk
            in_label_ref[0] = in_label
206
            update_in_label()
207 1705 aaronmk
            out_label, out_root = maps.col_info(out_label)[:2]
208
            out_is_xpaths = out_root != None
209 1841 aaronmk
            if out_is_xpaths: has_types = out_root.find('/*s/') >= 0
210 1705 aaronmk
                # outer elements are types
211 1402 aaronmk
212 512 aaronmk
            for row in reader:
213
                in_, out = row[:2]
214 2029 aaronmk
                if out != '': mappings.append([in_, out_root+out])
215 1402 aaronmk
216 512 aaronmk
            stream.close()
217
218
            root.ownerDocument.documentElement.tagName = out_label
219
        in_is_xml = in_is_xpaths and not in_is_db
220 751 aaronmk
        out_is_xml_ref[0] = out_is_xpaths and not out_is_db
221 56 aaronmk
222 1897 aaronmk
        def process_rows(process_row, rows, rows_start=0):
223
            '''Processes input rows
224 838 aaronmk
            @param process_row(in_row, i)
225 1945 aaronmk
            @rows_start The (0-based) row # of the first row in rows. Set this
226
                only if the pre-start rows have already been skipped.
227 297 aaronmk
            '''
228 1897 aaronmk
            rows = iter(rows)
229
230
            if end != None: row_nums = xrange(rows_start, end)
231
            else: row_nums = itertools.count(rows_start)
232 2038 aaronmk
            i = -1
233 1897 aaronmk
            for i in row_nums:
234 1718 aaronmk
                try: row = rows.next()
235 2038 aaronmk
                except StopIteration:
236
                    i -= 1 # last row # didn't count
237
                    break # no more rows
238 1718 aaronmk
                if i < start: continue # not at start row yet
239
240 2881 aaronmk
                # Row # is interally 0-based, but 1-based to the user
241
                log('Processing input row #'+str(i+1), level=1.1)
242 838 aaronmk
                process_row(row, i)
243
                row_ready(i, row)
244 2033 aaronmk
            row_ct = i-start+1
245 982 aaronmk
            return row_ct
246 838 aaronmk
247 1898 aaronmk
        def map_rows(get_value, rows, **kw_args):
248 838 aaronmk
            '''Maps input rows
249
            @param get_value(in_, row):str
250
            '''
251 2030 aaronmk
            # Prevent collisions if multiple inputs mapping to same output
252
            outputs_idxs = dict()
253
            for i, mapping in enumerate(mappings):
254
                in_, out = mapping
255
                default = util.NamedTuple(count=1, first=i)
256
                idxs = outputs_idxs.setdefault(out, default)
257
                if idxs is not default: # key existed, so there was a collision
258
                    if idxs.count == 1: # first key does not yet have /_alt/#
259
                        mappings[idxs.first][1] += '/_alt/0'
260
                    mappings[i][1] += '/_alt/'+str(idxs.count)
261
                    idxs.count += 1
262
263 2026 aaronmk
            id_node = None
264
            if out_is_db:
265
                for i, mapping in enumerate(mappings):
266
                    in_, out = mapping
267
                    # All put_obj()s should return the same id_node
268
                    nodes, id_node = xpath.put_obj(root, out, '-1', has_types,
269
                        '$'+str(in_)) # value is placeholder that documents name
270 2032 aaronmk
                    mappings[i] = [in_, nodes]
271 3580 aaronmk
                if id_node == None:
272
                    warnings.warn(UserWarning('Map warning: No mappings'))
273 3641 aaronmk
                sys.stdout.write('Put template:\n'+str(root))
274 3669 aaronmk
                sys.stdout.flush()
275 2026 aaronmk
276 838 aaronmk
            def process_row(row, i):
277 316 aaronmk
                row_id = str(i)
278 2032 aaronmk
                if id_node != None: xml_dom.set_value(id_node, row_id)
279 316 aaronmk
                for in_, out in mappings:
280 2027 aaronmk
                    log_debug('Getting '+str(in_))
281 316 aaronmk
                    value = metadata_value(in_)
282 2027 aaronmk
                    if value == None: value = cleanup(get_value(in_, row))
283
                    log_debug('Putting '+repr(value)+' to '+str(out))
284 2032 aaronmk
                    if out_is_db: # out is list of XML nodes
285
                        for node in out: xml_dom.set_value(node, value)
286
                    elif value != None: # out is XPath
287 1360 aaronmk
                        xpath.put_obj(root, out, row_id, has_types, value)
288 1898 aaronmk
            return process_rows(process_row, rows, **kw_args)
289 297 aaronmk
290 1898 aaronmk
        def map_table(col_names, rows, **kw_args):
291 1416 aaronmk
            col_names_ct = len(col_names)
292 1403 aaronmk
            col_idxs = util.list_flip(col_names)
293
294 2029 aaronmk
            # Resolve prefixes
295 2025 aaronmk
            mappings_orig = mappings[:] # save a copy
296
            mappings[:] = [] # empty existing elements
297
            for in_, out in mappings_orig:
298 1403 aaronmk
                if metadata_value(in_) == None:
299 2040 aaronmk
                    try: cols = get_with_prefix(col_idxs, prefixes, in_)
300 2025 aaronmk
                    except KeyError: pass
301 2040 aaronmk
                    else: mappings[len(mappings):] = [[db_xml.ColRef(*col), out]
302
                        for col in cols] # can't use += because that uses =
303 1403 aaronmk
304 2040 aaronmk
            def get_value(in_, row): return row.list[in_.idx]
305 1416 aaronmk
            def wrap_row(row):
306
                return util.ListDict(util.list_as_length(row, col_names_ct),
307
                    col_names, col_idxs) # handle CSV rows of different lengths
308 1403 aaronmk
309 1898 aaronmk
            return map_rows(get_value, util.WrapIter(wrap_row, rows), **kw_args)
310 1403 aaronmk
311 1700 aaronmk
        if in_is_db:
312 2809 aaronmk
            def on_error(e): ex_tracker.track(e)
313
314 3186 aaronmk
            if by_col: in_db = out_db
315
            else: in_db = connect_db(in_db_config)
316 126 aaronmk
317 1982 aaronmk
            # Get table and schema name
318
            schema = in_schema # modified, so can't have same name as outer var
319
            table = in_table # modified, so can't have same name as outer var
320
            if table == None:
321
                assert in_is_xpaths
322
                schema, sep, table = in_root.partition('.')
323
                if sep == '': # only the table name was specified
324
                    table = schema
325
                    schema = None
326 2313 aaronmk
            table = sql_gen.Table(table, schema)
327 1982 aaronmk
328 1991 aaronmk
            # Fetch rows
329
            if by_col: limit = 0 # only fetch column names
330
            else: limit = n
331 2313 aaronmk
            cur = sql.select(in_db, table, limit=limit, start=start,
332
                cacheable=False)
333 1991 aaronmk
            col_names = list(sql.col_names(cur))
334
335 1989 aaronmk
            if by_col:
336 2042 aaronmk
                map_table(col_names, []) # just create the template
337 2550 aaronmk
338 3617 aaronmk
                if start == 0 and n == None: # doing full re-import
339 2734 aaronmk
                    log('Clearing errors table')
340 3103 aaronmk
                    sql.truncate(in_db, sql_io.errors_table(in_db, table))
341 2734 aaronmk
342 2550 aaronmk
                # Strip XML functions not in the DB
343 3427 aaronmk
                xml_func.process(root, is_rel_func=is_rel_func)
344 2103 aaronmk
                if debug: log_debug('Putting stripped:\n'+str(root))
345 2119 aaronmk
                    # only calc if debug
346 2550 aaronmk
347
                # Import rows
348 2422 aaronmk
                in_row_ct_ref = [0]
349 2928 aaronmk
                db_xml.put_table(in_db, root.firstChild, table, in_row_ct_ref,
350 3627 aaronmk
                    row_ins_ct_ref, n, start, on_error, col_defaults)
351 2422 aaronmk
                row_ct = in_row_ct_ref[0]
352 1984 aaronmk
            else:
353
                # Use normal by-row method
354 1991 aaronmk
                row_ct = map_table(col_names, sql.rows(cur), rows_start=start)
355
                    # rows_start: pre-start rows have been skipped
356 3186 aaronmk
357
                in_db.db.close()
358 161 aaronmk
        elif in_is_xml:
359 2809 aaronmk
            stdin = streams.LineCountStream(sys.stdin)
360
            def on_error(e):
361
                exc.add_msg(e, term.emph('input line #:')+' '
362
                    +str(stdin.line_num))
363
                ex_tracker.track(e)
364
365 1715 aaronmk
            def get_rows(doc2rows):
366 1758 aaronmk
                return iters.flatten(itertools.imap(doc2rows,
367
                    xml_parse.docs_iter(stdin, on_error)))
368 1715 aaronmk
369 1714 aaronmk
            if map_path == None:
370 1715 aaronmk
                def doc2rows(in_xml_root):
371 1701 aaronmk
                    iter_ = xml_dom.NodeElemIter(in_xml_root)
372
                    util.skip(iter_, xml_dom.is_text) # skip metadata
373 1715 aaronmk
                    return iter_
374
375
                row_ct = process_rows(lambda row, i: root.appendChild(row),
376
                    get_rows(doc2rows))
377 1714 aaronmk
            else:
378 1715 aaronmk
                def doc2rows(in_xml_root):
379 1701 aaronmk
                    rows = xpath.get(in_xml_root, in_root, limit=end)
380 3581 aaronmk
                    if rows == []: warnings.warn(UserWarning('Map warning: '
381
                        'Root "'+in_root+'" not found in input'))
382 1714 aaronmk
                    return rows
383
384
                def get_value(in_, row):
385
                    in_ = './{'+(','.join(strings.with_prefixes(
386
                        ['']+prefixes, in_)))+'}' # also with no prefix
387
                    nodes = xpath.get(row, in_, allow_rooted=False)
388
                    if nodes != []: return xml_dom.value(nodes[0])
389
                    else: return None
390
391 1715 aaronmk
                row_ct = map_rows(get_value, get_rows(doc2rows))
392 56 aaronmk
        else: # input is CSV
393 133 aaronmk
            map_ = dict(mappings)
394 1389 aaronmk
            reader, col_names = csvs.reader_and_header(sys.stdin)
395 1403 aaronmk
            row_ct = map_table(col_names, reader)
396 982 aaronmk
397
        return row_ct
398 53 aaronmk
399 838 aaronmk
    def process_inputs(root, row_ready):
400 982 aaronmk
        row_ct = 0
401
        for map_path in map_paths:
402
            row_ct += process_input(root, row_ready, map_path)
403
        return row_ct
404 512 aaronmk
405 1886 aaronmk
    pool.share_vars(locals())
406 130 aaronmk
    if out_is_db:
407 53 aaronmk
        try:
408 947 aaronmk
            if redo: sql.empty_db(out_db)
409 1886 aaronmk
            pool.share_vars(locals())
410 449 aaronmk
411 838 aaronmk
            def row_ready(row_num, input_row):
412 2119 aaronmk
                row_str_ = [None]
413
                def row_str():
414
                    if row_str_[0] == None:
415
                        # Row # is interally 0-based, but 1-based to the user
416
                        row_str_[0] = (term.emph('row #:')+' '+str(row_num+1)
417
                            +'\n'+term.emph('input row:')+'\n'+str(input_row))
418
                        if verbose_errors: row_str_[0] += ('\n'
419
                            +term.emph('output row:')+'\n'+str(root))
420
                    return row_str_[0]
421
422
                if debug: log_debug(row_str()) # only calc if debug
423
424 452 aaronmk
                def on_error(e):
425 2119 aaronmk
                    exc.add_msg(e, row_str())
426 2046 aaronmk
                    ex_tracker.track(e, row_num, detail=verbose_errors)
427 1886 aaronmk
                pool.share_vars(locals())
428 452 aaronmk
429 2032 aaronmk
                row_root = root.cloneNode(True) # deep copy so don't modify root
430 3689 aaronmk
                xml_func.process(row_root, on_error, is_rel_func, out_db)
431 3715 aaronmk
                if debug: log_debug('Putting processed:\n'+str(row_root))
432
                    # only calc if debug
433 2032 aaronmk
                if not xml_dom.is_empty(row_root):
434
                    assert xml_dom.has_one_child(row_root)
435 442 aaronmk
                    try:
436 982 aaronmk
                        sql.with_savepoint(out_db,
437 2032 aaronmk
                            lambda: db_xml.put(out_db, row_root.firstChild,
438 3653 aaronmk
                                row_ins_ct_ref, on_error, col_defaults))
439 449 aaronmk
                    except sql.DatabaseErrors, e: on_error(e)
440
441 982 aaronmk
            row_ct = process_inputs(root, row_ready)
442
            sys.stdout.write('Inserted '+str(row_ins_ct_ref[0])+
443 460 aaronmk
                ' new rows into database\n')
444 3669 aaronmk
            sys.stdout.flush()
445 1868 aaronmk
446
            # Consume asynchronous tasks
447
            pool.main_loop()
448 3117 aaronmk
        finally: out_db.close()
449 751 aaronmk
    else:
450 759 aaronmk
        def on_error(e): ex_tracker.track(e)
451 838 aaronmk
        def row_ready(row_num, input_row): pass
452 982 aaronmk
        row_ct = process_inputs(root, row_ready)
453 759 aaronmk
        xml_func.process(root, on_error)
454 751 aaronmk
        if out_is_xml_ref[0]:
455
            doc.writexml(sys.stdout, **xml_dom.prettyxml_config)
456
        else: # output is CSV
457
            raise NotImplementedError('CSV output not supported yet')
458 985 aaronmk
459 1868 aaronmk
    # Consume any asynchronous tasks not already consumed above
460 1862 aaronmk
    pool.main_loop()
461
462 982 aaronmk
    profiler.stop(row_ct)
463 3324 aaronmk
    if not by_col: ex_tracker.add_iters(row_ct) # only if errors are done by row
464 2439 aaronmk
    log('Processed '+str(row_ct)+' input rows')
465
    log(profiler.msg())
466
    log(ex_tracker.msg())
467 985 aaronmk
    ex_tracker.exit()
468 53 aaronmk
469 847 aaronmk
def main():
470
    try: main_()
471 1719 aaronmk
    except Parser.SyntaxError, e: raise SystemExit(str(e))
472 847 aaronmk
473 846 aaronmk
if __name__ == '__main__':
474 847 aaronmk
    profile_to = opts.get_env_var('profile_to', None)
475
    if profile_to != None:
476
        import cProfile
477 1584 aaronmk
        sys.stderr.write('Profiling to '+profile_to+'\n')
478 847 aaronmk
        cProfile.run(main.func_code, profile_to)
479
    else: main()