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 3768 aaronmk
# Multi-safe (supports an input appearing multiple times).
5 53 aaronmk
# For outputting an XML file to a PostgreSQL database, use the general format of
6
# http://vegbank.org/vegdocs/xml/vegbank_example_ver1.0.2.xml
7 4213 aaronmk
# Duplicate-column safe (supports multiple columns of the same name, which will
8
# be combined)
9 4505 aaronmk
# Case- and punctuation-insensitive.
10 53 aaronmk
11 2550 aaronmk
import copy
12 1014 aaronmk
import csv
13 1714 aaronmk
import itertools
14 53 aaronmk
import os.path
15 3577 aaronmk
import warnings
16 53 aaronmk
import sys
17 299 aaronmk
import xml.dom.minidom as minidom
18 53 aaronmk
19 266 aaronmk
sys.path.append(os.path.dirname(__file__)+"/../lib")
20 53 aaronmk
21 1389 aaronmk
import csvs
22 2040 aaronmk
import db_xml
23 344 aaronmk
import exc
24 1714 aaronmk
import iters
25 1705 aaronmk
import maps
26 64 aaronmk
import opts
27 2035 aaronmk
import parallelproc
28 281 aaronmk
import Parser
29 982 aaronmk
import profiling
30 131 aaronmk
import sql
31 2288 aaronmk
import sql_gen
32 3103 aaronmk
import sql_io
33 1758 aaronmk
import streams
34 715 aaronmk
import strings
35 828 aaronmk
import term
36 310 aaronmk
import util
37 1014 aaronmk
import xpath
38 133 aaronmk
import xml_dom
39 86 aaronmk
import xml_func
40 1713 aaronmk
import xml_parse
41 53 aaronmk
42 4068 aaronmk
collision_suffix = '/_alt/'
43 4047 aaronmk
44 1404 aaronmk
def get_with_prefix(map_, prefixes, key):
45 2040 aaronmk
    '''Gets all entries for the given key with any of the given prefixes
46
    @return tuple(found_key, found_value)
47
    '''
48 1484 aaronmk
    values = []
49 1681 aaronmk
    for key_ in strings.with_prefixes(['']+prefixes, key): # also with no prefix
50
        try: value = map_[key_]
51 1484 aaronmk
        except KeyError, e: continue # keep going
52 2040 aaronmk
        values.append((key_, value))
53 1484 aaronmk
54
    if values != []: return values
55
    else: raise e # re-raise last KeyError
56 1404 aaronmk
57 1018 aaronmk
def metadata_value(name): return None # this feature has been removed
58 84 aaronmk
59 1360 aaronmk
def cleanup(val):
60
    if val == None: return val
61 1374 aaronmk
    return util.none_if(strings.cleanup(strings.ustr(val)), u'', u'\\N')
62 1360 aaronmk
63 847 aaronmk
def main_():
64 131 aaronmk
    env_names = []
65
    def usage_err():
66 944 aaronmk
        raise SystemExit('Usage: '+opts.env_usage(env_names, True)+' '
67 1945 aaronmk
            +sys.argv[0]+' [map_path...] [<input] [>output]\n'
68 1946 aaronmk
            'Note: Row #s start with 1')
69 838 aaronmk
70 1570 aaronmk
    ## Get config from env vars
71 838 aaronmk
72 1570 aaronmk
    # Modes
73 946 aaronmk
    test = opts.env_flag('test', False, env_names)
74 947 aaronmk
    commit = opts.env_flag('commit', False, env_names) and not test
75 944 aaronmk
        # never commit in test mode
76 947 aaronmk
    redo = opts.env_flag('redo', test, env_names) and not commit
77 2977 aaronmk
        # never redo in commit mode (run `make schemas/reinstall` instead)
78 1570 aaronmk
79
    # Ranges
80 1946 aaronmk
    start = util.cast(int, opts.get_env_var('start', 1, env_names)) # 1-based
81
    # Make start interally 0-based.
82
    # It's 1-based to the user to match up with the staging table row #s.
83
    start -= 1
84 1945 aaronmk
    if test: n_default = 1
85
    else: n_default = None
86
    n = util.cast(int, util.none_if(opts.get_env_var('n', n_default, env_names),
87
        u''))
88
    end = n
89 1570 aaronmk
    if end != None: end += start
90
91
    # Debugging
92 3132 aaronmk
    verbosity = util.cast(float, opts.get_env_var('verbosity', None, env_names))
93 944 aaronmk
    opts.get_env_var('profile_to', None, env_names) # add to env_names
94 131 aaronmk
95 1570 aaronmk
    # DB
96
    def get_db_config(prefix):
97 1926 aaronmk
        return opts.get_env_vars(sql.db_config_names, prefix, env_names)
98 1570 aaronmk
    in_db_config = get_db_config('in')
99
    out_db_config = get_db_config('out')
100
    in_is_db = 'engine' in in_db_config
101
    out_is_db = 'engine' in out_db_config
102 1982 aaronmk
    in_schema = opts.get_env_var('in_schema', None, env_names)
103
    in_table = opts.get_env_var('in_table', None, env_names)
104 3339 aaronmk
    if in_schema != None:
105
        for config in [in_db_config, out_db_config]:
106
            config['schemas'] += ','+in_schema
107 1570 aaronmk
108 1989 aaronmk
    # Optimization
109 2050 aaronmk
    cache_sql = opts.env_flag('cache_sql', True, env_names)
110 1989 aaronmk
    by_col = in_db_config == out_db_config and opts.env_flag('by_col', False,
111
        env_names) # by-column optimization only applies if mapping to same DB
112
    if test: cpus_default = 0
113 2044 aaronmk
    else: cpus_default = 0 # or None to use parallel processing by default
114 1989 aaronmk
    cpus = util.cast(int, util.none_if(opts.get_env_var('cpus', cpus_default,
115
        env_names), u''))
116
117 3132 aaronmk
    # Set default verbosity. Must happen after by_col is set.
118 4026 aaronmk
    if verbosity == None:
119 3132 aaronmk
        if test: verbosity = 0.5 # automated tests should not be verbose
120
        elif by_col: verbosity = 3 # show all queries to assist profiling
121
        else: verbosity = 1.1 # just show row progress
122
123 1570 aaronmk
    ##
124
125 838 aaronmk
    # Logging
126 2457 aaronmk
    verbose_errors = test and verbosity > 0
127 3243 aaronmk
    debug = verbosity >= 1.5
128 2439 aaronmk
    def log(msg, level=1):
129
        '''Higher level -> more verbose'''
130 2452 aaronmk
        if level <= verbosity:
131 2490 aaronmk
            if verbosity <= 2:
132
                if level == 1.5: msg = '# '+msg # msg is Redmine list item
133
                elif msg.startswith('DB query:'): # remove extra debug info
134
                    first_line, nl, msg = msg.partition('\n')
135
            elif level > 1: msg = '['+str(level)+'] '+msg # include level in msg
136
137 2883 aaronmk
            sys.stderr.write(strings.to_raw_str(msg.rstrip('\n')+'\n'))
138 2439 aaronmk
    if debug: log_debug = lambda msg, level=2: log(msg, level)
139 1901 aaronmk
    else: log_debug = sql.log_debug_none
140 662 aaronmk
141 53 aaronmk
    # Parse args
142 510 aaronmk
    map_paths = sys.argv[1:]
143 512 aaronmk
    if map_paths == []:
144
        if in_is_db or not out_is_db: usage_err()
145
        else: map_paths = [None]
146 53 aaronmk
147 646 aaronmk
    def connect_db(db_config):
148 1901 aaronmk
        log('Connecting to '+sql.db_config_str(db_config))
149 2920 aaronmk
        return sql.connect(db_config, caching=cache_sql, autocommit=commit,
150 2916 aaronmk
            debug_temp=verbosity > 3 and commit, log_debug=log_debug)
151 646 aaronmk
152 1945 aaronmk
    if end != None: end_str = str(end-1) # end is one past the last #
153 1573 aaronmk
    else: end_str = 'end'
154 1901 aaronmk
    log('Processing input rows '+str(start)+'-'+end_str)
155 1573 aaronmk
156 1014 aaronmk
    ex_tracker = exc.ExPercentTracker(iter_text='row')
157
    profiler = profiling.ItersProfiler(start_now=True, iter_text='row')
158
159 1856 aaronmk
    # Parallel processing
160 2035 aaronmk
    pool = parallelproc.MultiProducerPool(cpus)
161 1901 aaronmk
    log('Using '+str(pool.process_ct)+' parallel CPUs')
162 1846 aaronmk
163 3661 aaronmk
    # Set up DB access
164
    row_ins_ct_ref = [0]
165
    if out_is_db:
166
        out_db = connect_db(out_db_config)
167 3689 aaronmk
        def is_rel_func(name):
168
            return (name in db_xml.put_special_funcs
169
                or sql.function_exists(out_db, sql_gen.Function(name)))
170 3661 aaronmk
171 1014 aaronmk
    doc = xml_dom.create_doc()
172
    root = doc.documentElement
173 751 aaronmk
    out_is_xml_ref = [False]
174 3653 aaronmk
175 1014 aaronmk
    in_label_ref = [None]
176 3653 aaronmk
    col_defaults = {}
177 1014 aaronmk
    def update_in_label():
178 3696 aaronmk
        if in_label_ref[0] != None and out_is_db:
179
            # TODO: Move this to the mappings as some kind of metadata
180
            col_defaults['datasource_id'] = db_xml.put(out_db, xpath.path2xml(
181
                'party/organizationname="'+in_label_ref[0]+'"'), row_ins_ct_ref)
182 3653 aaronmk
183 1014 aaronmk
    def prep_root():
184
        root.clear()
185
        update_in_label()
186
    prep_root()
187 751 aaronmk
188 838 aaronmk
    def process_input(root, row_ready, map_path):
189 512 aaronmk
        '''Inputs datasource to XML tree, mapping if needed'''
190
        # Load map header
191
        in_is_xpaths = True
192 751 aaronmk
        out_is_xpaths = True
193 512 aaronmk
        out_label = None
194
        if map_path != None:
195
            metadata = []
196
            mappings = []
197
            stream = open(map_path, 'rb')
198
            reader = csv.reader(stream)
199
            in_label, out_label = reader.next()[:2]
200 1402 aaronmk
201 512 aaronmk
            def split_col_name(name):
202 1402 aaronmk
                label, sep, root = name.partition(':')
203 4652 aaronmk
                return label, sep != '', root, []
204 1402 aaronmk
205 1705 aaronmk
            in_label, in_root, prefixes = maps.col_info(in_label)
206
            in_is_xpaths = in_root != None
207 1014 aaronmk
            in_label_ref[0] = in_label
208
            update_in_label()
209 1705 aaronmk
            out_label, out_root = maps.col_info(out_label)[:2]
210
            out_is_xpaths = out_root != None
211 1841 aaronmk
            if out_is_xpaths: has_types = out_root.find('/*s/') >= 0
212 1705 aaronmk
                # outer elements are types
213 1402 aaronmk
214 512 aaronmk
            for row in reader:
215
                in_, out = row[:2]
216 2029 aaronmk
                if out != '': mappings.append([in_, out_root+out])
217 1402 aaronmk
218 512 aaronmk
            stream.close()
219
220
            root.ownerDocument.documentElement.tagName = out_label
221
        in_is_xml = in_is_xpaths and not in_is_db
222 751 aaronmk
        out_is_xml_ref[0] = out_is_xpaths and not out_is_db
223 56 aaronmk
224 1897 aaronmk
        def process_rows(process_row, rows, rows_start=0):
225 4026 aaronmk
            '''Processes input rows
226 838 aaronmk
            @param process_row(in_row, i)
227 1945 aaronmk
            @rows_start The (0-based) row # of the first row in rows. Set this
228
                only if the pre-start rows have already been skipped.
229 297 aaronmk
            '''
230 1897 aaronmk
            rows = iter(rows)
231
232
            if end != None: row_nums = xrange(rows_start, end)
233
            else: row_nums = itertools.count(rows_start)
234 2038 aaronmk
            i = -1
235 1897 aaronmk
            for i in row_nums:
236 1718 aaronmk
                try: row = rows.next()
237 2038 aaronmk
                except StopIteration:
238
                    i -= 1 # last row # didn't count
239
                    break # no more rows
240 1718 aaronmk
                if i < start: continue # not at start row yet
241
242 2881 aaronmk
                # Row # is interally 0-based, but 1-based to the user
243
                log('Processing input row #'+str(i+1), level=1.1)
244 838 aaronmk
                process_row(row, i)
245
                row_ready(i, row)
246 2033 aaronmk
            row_ct = i-start+1
247 982 aaronmk
            return row_ct
248 838 aaronmk
249 1898 aaronmk
        def map_rows(get_value, rows, **kw_args):
250 838 aaronmk
            '''Maps input rows
251
            @param get_value(in_, row):str
252
            '''
253 2030 aaronmk
            # Prevent collisions if multiple inputs mapping to same output
254
            outputs_idxs = dict()
255
            for i, mapping in enumerate(mappings):
256
                in_, out = mapping
257
                default = util.NamedTuple(count=1, first=i)
258
                idxs = outputs_idxs.setdefault(out, default)
259
                if idxs is not default: # key existed, so there was a collision
260 4048 aaronmk
                    if idxs.count == 1: # first key does not yet have suffix
261 4047 aaronmk
                        mappings[idxs.first][1] += collision_suffix+'0'
262
                    mappings[i][1] += collision_suffix+str(idxs.count)
263 2030 aaronmk
                    idxs.count += 1
264
265 2026 aaronmk
            id_node = None
266
            if out_is_db:
267
                for i, mapping in enumerate(mappings):
268
                    in_, out = mapping
269
                    # All put_obj()s should return the same id_node
270
                    nodes, id_node = xpath.put_obj(root, out, '-1', has_types,
271 4491 aaronmk
                        '$'+strings.ustr(in_))
272
                        # value is placeholder that documents name
273 2032 aaronmk
                    mappings[i] = [in_, nodes]
274 3580 aaronmk
                if id_node == None:
275 4026 aaronmk
                    warnings.warn(UserWarning('Map warning: No mappings'))
276 4042 aaronmk
                xml_func.simplify(root)
277 4491 aaronmk
                sys.stdout.write(strings.to_raw_str('Put template:\n'
278
                    +strings.ustr(root)))
279 3669 aaronmk
                sys.stdout.flush()
280 2026 aaronmk
281 838 aaronmk
            def process_row(row, i):
282 316 aaronmk
                row_id = str(i)
283 2032 aaronmk
                if id_node != None: xml_dom.set_value(id_node, row_id)
284 316 aaronmk
                for in_, out in mappings:
285 4491 aaronmk
                    log_debug('Getting '+strings.ustr(in_))
286 316 aaronmk
                    value = metadata_value(in_)
287 2027 aaronmk
                    if value == None: value = cleanup(get_value(in_, row))
288 4492 aaronmk
                    log_debug('Putting '+strings.urepr(value)+' to '
289
                        +strings.ustr(out))
290 2032 aaronmk
                    if out_is_db: # out is list of XML nodes
291
                        for node in out: xml_dom.set_value(node, value)
292
                    elif value != None: # out is XPath
293 1360 aaronmk
                        xpath.put_obj(root, out, row_id, has_types, value)
294 1898 aaronmk
            return process_rows(process_row, rows, **kw_args)
295 297 aaronmk
296 1898 aaronmk
        def map_table(col_names, rows, **kw_args):
297 1416 aaronmk
            col_names_ct = len(col_names)
298 1403 aaronmk
            col_idxs = util.list_flip(col_names)
299 4503 aaronmk
            col_names_simp = map(maps.simplify, col_names)
300 4505 aaronmk
            col_names_map = dict(zip(col_names_simp, col_names))
301 4503 aaronmk
            prefixes_simp = map(maps.simplify, prefixes)
302 1403 aaronmk
303 2029 aaronmk
            # Resolve prefixes
304 2025 aaronmk
            mappings_orig = mappings[:] # save a copy
305
            mappings[:] = [] # empty existing elements
306
            for in_, out in mappings_orig:
307 1403 aaronmk
                if metadata_value(in_) == None:
308 4503 aaronmk
                    try:
309 4505 aaronmk
                        cols = get_with_prefix(col_names_map, prefixes_simp,
310 4503 aaronmk
                            maps.simplify(in_))
311 2025 aaronmk
                    except KeyError: pass
312 4503 aaronmk
                    else:
313 4505 aaronmk
                        cols = [(orig, col_idxs[orig]) for simp, orig in cols]
314 4503 aaronmk
                        mappings[len(mappings):] = [[db_xml.ColRef(*col), out]
315
                            for col in cols] # can't use += because that uses =
316 1403 aaronmk
317 2040 aaronmk
            def get_value(in_, row): return row.list[in_.idx]
318 1416 aaronmk
            def wrap_row(row):
319
                return util.ListDict(util.list_as_length(row, col_names_ct),
320
                    col_names, col_idxs) # handle CSV rows of different lengths
321 1403 aaronmk
322 1898 aaronmk
            return map_rows(get_value, util.WrapIter(wrap_row, rows), **kw_args)
323 1403 aaronmk
324 1700 aaronmk
        if in_is_db:
325 2809 aaronmk
            def on_error(e): ex_tracker.track(e)
326
327 3186 aaronmk
            if by_col: in_db = out_db
328
            else: in_db = connect_db(in_db_config)
329 126 aaronmk
330 1982 aaronmk
            # Get table and schema name
331
            schema = in_schema # modified, so can't have same name as outer var
332
            table = in_table # modified, so can't have same name as outer var
333
            if table == None:
334
                assert in_is_xpaths
335
                schema, sep, table = in_root.partition('.')
336
                if sep == '': # only the table name was specified
337
                    table = schema
338
                    schema = None
339 2313 aaronmk
            table = sql_gen.Table(table, schema)
340 1982 aaronmk
341 1991 aaronmk
            # Fetch rows
342
            if by_col: limit = 0 # only fetch column names
343
            else: limit = n
344 2313 aaronmk
            cur = sql.select(in_db, table, limit=limit, start=start,
345 5026 aaronmk
                order_by=None, cacheable=False)
346 1991 aaronmk
            col_names = list(sql.col_names(cur))
347
348 1989 aaronmk
            if by_col:
349 2042 aaronmk
                map_table(col_names, []) # just create the template
350 2550 aaronmk
351 3617 aaronmk
                if start == 0 and n == None: # doing full re-import
352 2734 aaronmk
                    log('Clearing errors table')
353 4474 aaronmk
                    errors_table_ = sql_io.errors_table(in_db, table)
354
                    if errors_table_ != None:
355
                        sql.drop_table(in_db, errors_table_)
356 2734 aaronmk
357 2550 aaronmk
                # Strip XML functions not in the DB
358 3427 aaronmk
                xml_func.process(root, is_rel_func=is_rel_func)
359 4491 aaronmk
                if debug: log_debug('Putting stripped:\n'+strings.ustr(root))
360 2119 aaronmk
                    # only calc if debug
361 2550 aaronmk
362
                # Import rows
363 2422 aaronmk
                in_row_ct_ref = [0]
364 2928 aaronmk
                db_xml.put_table(in_db, root.firstChild, table, in_row_ct_ref,
365 3627 aaronmk
                    row_ins_ct_ref, n, start, on_error, col_defaults)
366 2422 aaronmk
                row_ct = in_row_ct_ref[0]
367 1984 aaronmk
            else:
368
                # Use normal by-row method
369 1991 aaronmk
                row_ct = map_table(col_names, sql.rows(cur), rows_start=start)
370
                    # rows_start: pre-start rows have been skipped
371 3186 aaronmk
372
                in_db.db.close()
373 161 aaronmk
        elif in_is_xml:
374 2809 aaronmk
            stdin = streams.LineCountStream(sys.stdin)
375
            def on_error(e):
376
                exc.add_msg(e, term.emph('input line #:')+' '
377
                    +str(stdin.line_num))
378
                ex_tracker.track(e)
379
380 1715 aaronmk
            def get_rows(doc2rows):
381 1758 aaronmk
                return iters.flatten(itertools.imap(doc2rows,
382
                    xml_parse.docs_iter(stdin, on_error)))
383 1715 aaronmk
384 1714 aaronmk
            if map_path == None:
385 1715 aaronmk
                def doc2rows(in_xml_root):
386 1701 aaronmk
                    iter_ = xml_dom.NodeElemIter(in_xml_root)
387
                    util.skip(iter_, xml_dom.is_text) # skip metadata
388 1715 aaronmk
                    return iter_
389
390
                row_ct = process_rows(lambda row, i: root.appendChild(row),
391
                    get_rows(doc2rows))
392 1714 aaronmk
            else:
393 1715 aaronmk
                def doc2rows(in_xml_root):
394 1701 aaronmk
                    rows = xpath.get(in_xml_root, in_root, limit=end)
395 3581 aaronmk
                    if rows == []: warnings.warn(UserWarning('Map warning: '
396
                        'Root "'+in_root+'" not found in input'))
397 1714 aaronmk
                    return rows
398
399
                def get_value(in_, row):
400
                    in_ = './{'+(','.join(strings.with_prefixes(
401
                        ['']+prefixes, in_)))+'}' # also with no prefix
402
                    nodes = xpath.get(row, in_, allow_rooted=False)
403
                    if nodes != []: return xml_dom.value(nodes[0])
404
                    else: return None
405
406 1715 aaronmk
                row_ct = map_rows(get_value, get_rows(doc2rows))
407 56 aaronmk
        else: # input is CSV
408 1389 aaronmk
            reader, col_names = csvs.reader_and_header(sys.stdin)
409 1403 aaronmk
            row_ct = map_table(col_names, reader)
410 982 aaronmk
411
        return row_ct
412 53 aaronmk
413 838 aaronmk
    def process_inputs(root, row_ready):
414 982 aaronmk
        row_ct = 0
415
        for map_path in map_paths:
416
            row_ct += process_input(root, row_ready, map_path)
417
        return row_ct
418 512 aaronmk
419 1886 aaronmk
    pool.share_vars(locals())
420 130 aaronmk
    if out_is_db:
421 53 aaronmk
        try:
422 947 aaronmk
            if redo: sql.empty_db(out_db)
423 1886 aaronmk
            pool.share_vars(locals())
424 449 aaronmk
425 838 aaronmk
            def row_ready(row_num, input_row):
426 2119 aaronmk
                row_str_ = [None]
427
                def row_str():
428
                    if row_str_[0] == None:
429
                        # Row # is interally 0-based, but 1-based to the user
430
                        row_str_[0] = (term.emph('row #:')+' '+str(row_num+1)
431 4491 aaronmk
                            +'\n'+term.emph('input row:')+'\n'
432
                            +strings.ustr(input_row))
433 2119 aaronmk
                        if verbose_errors: row_str_[0] += ('\n'
434 4491 aaronmk
                            +term.emph('output row:')+'\n'+strings.ustr(root))
435 2119 aaronmk
                    return row_str_[0]
436
437
                if debug: log_debug(row_str()) # only calc if debug
438
439 452 aaronmk
                def on_error(e):
440 2119 aaronmk
                    exc.add_msg(e, row_str())
441 2046 aaronmk
                    ex_tracker.track(e, row_num, detail=verbose_errors)
442 1886 aaronmk
                pool.share_vars(locals())
443 452 aaronmk
444 2032 aaronmk
                row_root = root.cloneNode(True) # deep copy so don't modify root
445 3689 aaronmk
                xml_func.process(row_root, on_error, is_rel_func, out_db)
446 4491 aaronmk
                if debug: log_debug('Putting processed:\n'
447
                    +strings.ustr(row_root)) # only calc if debug
448 2032 aaronmk
                if not xml_dom.is_empty(row_root):
449
                    assert xml_dom.has_one_child(row_root)
450 442 aaronmk
                    try:
451 982 aaronmk
                        sql.with_savepoint(out_db,
452 2032 aaronmk
                            lambda: db_xml.put(out_db, row_root.firstChild,
453 3653 aaronmk
                                row_ins_ct_ref, on_error, col_defaults))
454 449 aaronmk
                    except sql.DatabaseErrors, e: on_error(e)
455
456 982 aaronmk
            row_ct = process_inputs(root, row_ready)
457
            sys.stdout.write('Inserted '+str(row_ins_ct_ref[0])+
458 460 aaronmk
                ' new rows into database\n')
459 3669 aaronmk
            sys.stdout.flush()
460 1868 aaronmk
461
            # Consume asynchronous tasks
462
            pool.main_loop()
463 3117 aaronmk
        finally: out_db.close()
464 751 aaronmk
    else:
465 759 aaronmk
        def on_error(e): ex_tracker.track(e)
466 838 aaronmk
        def row_ready(row_num, input_row): pass
467 982 aaronmk
        row_ct = process_inputs(root, row_ready)
468 759 aaronmk
        xml_func.process(root, on_error)
469 751 aaronmk
        if out_is_xml_ref[0]:
470
            doc.writexml(sys.stdout, **xml_dom.prettyxml_config)
471
        else: # output is CSV
472
            raise NotImplementedError('CSV output not supported yet')
473 985 aaronmk
474 1868 aaronmk
    # Consume any asynchronous tasks not already consumed above
475 1862 aaronmk
    pool.main_loop()
476
477 982 aaronmk
    profiler.stop(row_ct)
478 3324 aaronmk
    if not by_col: ex_tracker.add_iters(row_ct) # only if errors are done by row
479 2439 aaronmk
    log('Processed '+str(row_ct)+' input rows')
480
    log(profiler.msg())
481
    log(ex_tracker.msg())
482 985 aaronmk
    ex_tracker.exit()
483 53 aaronmk
484 847 aaronmk
def main():
485
    try: main_()
486 4491 aaronmk
    except Parser.SyntaxError, e: raise SystemExit(strings.ustr(e))
487 847 aaronmk
488 846 aaronmk
if __name__ == '__main__':
489 847 aaronmk
    profile_to = opts.get_env_var('profile_to', None)
490
    if profile_to != None:
491
        import cProfile
492 1584 aaronmk
        sys.stderr.write('Profiling to '+profile_to+'\n')
493 847 aaronmk
        cProfile.run(main.func_code, profile_to)
494
    else: main()