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1 11 aaronmk
# Database access
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import copy
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import operator
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import re
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import warnings
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import exc
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import dicts
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import iters
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import lists
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from Proxy import Proxy
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import rand
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import sql_gen
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import strings
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import util
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##### Exceptions
19
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def get_cur_query(cur, input_query=None, input_params=None):
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    raw_query = None
22
    if hasattr(cur, 'query'): raw_query = cur.query
23
    elif hasattr(cur, '_last_executed'): raw_query = cur._last_executed
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25
    if raw_query != None: return raw_query
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    else: return '[input] '+strings.ustr(input_query)+' % '+repr(input_params)
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def _add_cursor_info(e, *args, **kw_args):
29
    '''For params, see get_cur_query()'''
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    exc.add_msg(e, 'query: '+strings.ustr(get_cur_query(*args, **kw_args)))
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class DbException(exc.ExceptionWithCause):
33 14 aaronmk
    def __init__(self, msg, cause=None, cur=None):
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        exc.ExceptionWithCause.__init__(self, msg, cause, cause_newline=True)
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        if cur != None: _add_cursor_info(self, cur)
36
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class ExceptionWithName(DbException):
38
    def __init__(self, name, cause=None):
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        DbException.__init__(self, 'for name: '+strings.as_tt(str(name)), cause)
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        self.name = name
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class ExceptionWithNameValue(DbException):
43
    def __init__(self, name, value, cause=None):
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        DbException.__init__(self, 'for name: '+strings.as_tt(str(name))
45
            +'; value: '+strings.as_tt(repr(value)), cause)
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        self.name = name
47
        self.value = value
48
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class ConstraintException(DbException):
50
    def __init__(self, name, cols, cause=None):
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        DbException.__init__(self, 'Violated '+strings.as_tt(name)
52
            +' constraint on columns: '+strings.as_tt(', '.join(cols)), cause)
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        self.name = name
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        self.cols = cols
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class MissingCastException(DbException):
57
    def __init__(self, type_, col, cause=None):
58
        DbException.__init__(self, 'Missing cast to type '+strings.as_tt(type_)
59
            +' on column: '+strings.as_tt(col), cause)
60
        self.type = type_
61
        self.col = col
62
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class NameException(DbException): pass
64
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class DuplicateKeyException(ConstraintException): pass
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class NullValueException(ConstraintException): pass
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class FunctionValueException(ExceptionWithNameValue): pass
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class DuplicateTableException(ExceptionWithName): pass
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class DuplicateFunctionException(ExceptionWithName): pass
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class EmptyRowException(DbException): pass
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##### Warnings
78
79
class DbWarning(UserWarning): pass
80
81 1930 aaronmk
##### Result retrieval
82
83
def col_names(cur): return (col[0] for col in cur.description)
84
85
def rows(cur): return iter(lambda: cur.fetchone(), None)
86
87
def consume_rows(cur):
88
    '''Used to fetch all rows so result will be cached'''
89
    iters.consume_iter(rows(cur))
90
91
def next_row(cur): return rows(cur).next()
92
93
def row(cur):
94
    row_ = next_row(cur)
95
    consume_rows(cur)
96
    return row_
97
98
def next_value(cur): return next_row(cur)[0]
99
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def value(cur): return row(cur)[0]
101
102
def values(cur): return iters.func_iter(lambda: next_value(cur))
103
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def value_or_none(cur):
105
    try: return value(cur)
106
    except StopIteration: return None
107
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##### Escaping
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def esc_name_by_module(module, name):
111
    if module == 'psycopg2' or module == None: quote = '"'
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    elif module == 'MySQLdb': quote = '`'
113
    else: raise NotImplementedError("Can't escape name for "+module+' database')
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    return sql_gen.esc_name(name, quote)
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def esc_name_by_engine(engine, name, **kw_args):
117
    return esc_name_by_module(db_engines[engine][0], name, **kw_args)
118
119
def esc_name(db, name, **kw_args):
120
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
121
122
def qual_name(db, schema, table):
123
    def esc_name_(name): return esc_name(db, name)
124
    table = esc_name_(table)
125
    if schema != None: return esc_name_(schema)+'.'+table
126
    else: return table
127
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##### Database connections
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db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
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db_engines = {
133
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
134
    'PostgreSQL': ('psycopg2', {}),
135
}
136
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DatabaseErrors_set = set([DbException])
138
DatabaseErrors = tuple(DatabaseErrors_set)
139
140
def _add_module(module):
141
    DatabaseErrors_set.add(module.DatabaseError)
142
    global DatabaseErrors
143
    DatabaseErrors = tuple(DatabaseErrors_set)
144
145
def db_config_str(db_config):
146
    return db_config['engine']+' database '+db_config['database']
147
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log_debug_none = lambda msg, level=2: None
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class DbConn:
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    def __init__(self, db_config, serializable=True, autocommit=False,
152
        caching=True, log_debug=log_debug_none):
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        self.db_config = db_config
154
        self.serializable = serializable
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        self.autocommit = autocommit
156
        self.caching = caching
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        self.log_debug = log_debug
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        self.debug = log_debug != log_debug_none
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160
        self.__db = None
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        self.query_results = {}
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        self._savepoint = 0
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        self._notices_seen = set()
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165
    def __getattr__(self, name):
166
        if name == '__dict__': raise Exception('getting __dict__')
167
        if name == 'db': return self._db()
168
        else: raise AttributeError()
169
170
    def __getstate__(self):
171
        state = copy.copy(self.__dict__) # shallow copy
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        state['log_debug'] = None # don't pickle the debug callback
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        state['_DbConn__db'] = None # don't pickle the connection
174
        return state
175
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    def connected(self): return self.__db != None
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    def _db(self):
179
        if self.__db == None:
180
            # Process db_config
181
            db_config = self.db_config.copy() # don't modify input!
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            schemas = db_config.pop('schemas', None)
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            module_name, mappings = db_engines[db_config.pop('engine')]
184
            module = __import__(module_name)
185
            _add_module(module)
186
            for orig, new in mappings.iteritems():
187
                try: util.rename_key(db_config, orig, new)
188
                except KeyError: pass
189
190
            # Connect
191
            self.__db = module.connect(**db_config)
192
193
            # Configure connection
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            if self.serializable and not self.autocommit: self.run_query(
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                'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE', log_level=4)
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            if schemas != None:
197
                schemas_ = ''.join((esc_name(self, s)+', '
198
                    for s in schemas.split(',')))
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                self.run_query("SELECT set_config('search_path', "
200
                    +self.esc_value(schemas_)
201
                    +" || current_setting('search_path'), false)", log_level=3)
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203
        return self.__db
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    class DbCursor(Proxy):
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        def __init__(self, outer):
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            Proxy.__init__(self, outer.db.cursor())
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            self.outer = outer
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            self.query_results = outer.query_results
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            self.query_lookup = None
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            self.result = []
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        def execute(self, query, params=None):
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            assert params == None or params == [] or params == ()
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            if params == [] or params == (): params = None
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                # None turns off the mogrifier
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            self._is_insert = query.startswith('INSERT')
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            self.query_lookup = query
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            try:
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                try:
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                    cur = self.inner.execute(query, params)
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                    self.outer.do_autocommit()
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                finally: self.query = get_cur_query(self.inner, query, params)
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            except Exception, e:
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                _add_cursor_info(e, self, query, params)
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                self.result = e # cache the exception as the result
228
                self._cache_result()
229
                raise
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            # Fetch all rows so result will be cached
231
            if self.rowcount == 0 and not self._is_insert: consume_rows(self)
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            return cur
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        def fetchone(self):
235
            row = self.inner.fetchone()
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            if row != None: self.result.append(row)
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            # otherwise, fetched all rows
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            else: self._cache_result()
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            return row
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        def _cache_result(self):
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            # For inserts, only cache exceptions since inserts are not
243
            # idempotent, but an invalid insert will always be invalid
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            if self.query_results != None and (not self._is_insert
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                or isinstance(self.result, Exception)):
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                assert self.query_lookup != None
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                self.query_results[self.query_lookup] = self.CacheCursor(
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                    util.dict_subset(dicts.AttrsDictView(self),
250
                    ['query', 'result', 'rowcount', 'description']))
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        class CacheCursor:
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            def __init__(self, cached_result): self.__dict__ = cached_result
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            def execute(self, *args, **kw_args):
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                if isinstance(self.result, Exception): raise self.result
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                # otherwise, result is a rows list
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                self.iter = iter(self.result)
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260
            def fetchone(self):
261
                try: return self.iter.next()
262
                except StopIteration: return None
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    def esc_value(self, value):
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        try: str_ = self.mogrify('%s', [value])
266
        except NotImplementedError, e:
267
            module = util.root_module(self.db)
268
            if module == 'MySQLdb':
269
                import _mysql
270
                str_ = _mysql.escape_string(value)
271
            else: raise e
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        return strings.to_unicode(str_)
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    def esc_name(self, name): return esc_name(self, name) # calls global func
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    def can_mogrify(self):
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        module = util.root_module(self.db)
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        return module == 'psycopg2'
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    def mogrify(self, query, params=None):
281
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
282
        else: raise NotImplementedError("Can't mogrify query")
283
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    def print_notices(self):
285 2725 aaronmk
        if hasattr(self.db, 'notices'):
286
            for msg in self.db.notices:
287
                if msg not in self._notices_seen:
288
                    self._notices_seen.add(msg)
289
                    self.log_debug(msg, level=2)
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    def run_query(self, query, cacheable=False, log_level=2,
292 2464 aaronmk
        debug_msg_ref=None):
293 2445 aaronmk
        '''
294 2464 aaronmk
        @param log_ignore_excs The log_level will be increased by 2 if the query
295
            throws one of these exceptions.
296 2664 aaronmk
        @param debug_msg_ref If specified, the log message will be returned in
297
            this instead of being output. This allows you to filter log messages
298
            depending on the result of the query.
299 2445 aaronmk
        '''
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        assert query != None
301
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        if not self.caching: cacheable = False
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        used_cache = False
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305
        def log_msg(query):
306
            if used_cache: cache_status = 'cache hit'
307
            elif cacheable: cache_status = 'cache miss'
308
            else: cache_status = 'non-cacheable'
309
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
310
311 1903 aaronmk
        try:
312 1927 aaronmk
            # Get cursor
313
            if cacheable:
314
                try:
315 2797 aaronmk
                    cur = self.query_results[query]
316 1927 aaronmk
                    used_cache = True
317
                except KeyError: cur = self.DbCursor(self)
318
            else: cur = self.db.cursor()
319
320 2664 aaronmk
            # Log query
321
            if self.debug and debug_msg_ref == None: # log before running
322
                self.log_debug(log_msg(query), log_level)
323
324 1927 aaronmk
            # Run query
325 2793 aaronmk
            cur.execute(query)
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        finally:
327 2671 aaronmk
            self.print_notices()
328 2664 aaronmk
            if self.debug and debug_msg_ref != None: # return after running
329 2793 aaronmk
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
330 1903 aaronmk
331
        return cur
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    def is_cached(self, query): return query in self.query_results
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335 2683 aaronmk
    def with_autocommit(self, func, autocommit=True):
336
        prev_autocommit = self.db.autocommit
337
        self.db.autocommit = autocommit
338
        try: return func()
339
        finally: self.db.autocommit = prev_autocommit
340
341 2139 aaronmk
    def with_savepoint(self, func):
342 2171 aaronmk
        savepoint = 'level_'+str(self._savepoint)
343 2443 aaronmk
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
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        self._savepoint += 1
345 2683 aaronmk
        try:
346 2139 aaronmk
            try: return_val = func()
347
            finally:
348
                self._savepoint -= 1
349
                assert self._savepoint >= 0
350
        except:
351 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
352 2139 aaronmk
            raise
353
        else:
354 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
355 2191 aaronmk
            self.do_autocommit()
356 2139 aaronmk
            return return_val
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358
    def do_autocommit(self):
359
        '''Autocommits if outside savepoint'''
360
        assert self._savepoint >= 0
361
        if self.autocommit and self._savepoint == 0:
362 2668 aaronmk
            self.log_debug('Autocommitting')
363 2191 aaronmk
            self.db.commit()
364 2643 aaronmk
365
    def col_default(self, col):
366
        table = sql_gen.Table('columns', 'information_schema')
367
368
        conds = [('table_name', col.table.name), ('column_name', col.name)]
369
        schema = col.table.schema
370
        if schema != None: conds.append(('table_schema', schema))
371
372 2660 aaronmk
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
373
            conds, order_by='table_schema', limit=1, log_level=3)))
374 2643 aaronmk
            # TODO: order_by search_path schema order
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connect = DbConn
377
378 832 aaronmk
##### Querying
379
380 2068 aaronmk
def mogrify(db, query, params):
381
    module = util.root_module(db.db)
382
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
383
    else: raise NotImplementedError("Can't mogrify query for "+module+
384
        ' database')
385
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##### Recoverable querying
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388 2139 aaronmk
def with_savepoint(db, func): return db.with_savepoint(func)
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390 2791 aaronmk
def run_query(db, query, recover=None, cacheable=False, log_level=2,
391
    log_ignore_excs=None, **kw_args):
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    '''For params, see DbConn.run_query()'''
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    if recover == None: recover = False
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    if log_ignore_excs == None: log_ignore_excs = ()
395
    log_ignore_excs = tuple(log_ignore_excs)
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    debug_msg_ref = None # usually, db.run_query() logs query before running it
398
    # But if filtering with log_ignore_excs, wait until after exception parsing
399
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
400
401 2148 aaronmk
    try:
402 2464 aaronmk
        try:
403 2794 aaronmk
            def run(): return db.run_query(query, cacheable, log_level,
404 2793 aaronmk
                debug_msg_ref, **kw_args)
405 2796 aaronmk
            if recover and not db.is_cached(query):
406 2464 aaronmk
                return with_savepoint(db, run)
407
            else: return run() # don't need savepoint if cached
408
        except Exception, e:
409
            if not recover: raise # need savepoint to run index_cols()
410
            msg = exc.str_(e)
411
412
            match = re.search(r'duplicate key value violates unique constraint '
413 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
414 2464 aaronmk
            if match:
415
                constraint, table = match.groups()
416
                try: cols = index_cols(db, table, constraint)
417
                except NotImplementedError: raise e
418
                else: raise DuplicateKeyException(constraint, cols, e)
419
420 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
421 2464 aaronmk
                r' constraint', msg)
422
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
423
424
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
425
                r'|date/time field value out of range): "(.+?)"\n'
426 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
427 2464 aaronmk
            if match:
428
                value, name = match.groups()
429
                raise FunctionValueException(name, strings.to_unicode(value), e)
430
431 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
432 2523 aaronmk
                r'is of type', msg)
433
            if match:
434
                col, type_ = match.groups()
435
                raise MissingCastException(type_, col, e)
436
437 2493 aaronmk
            match = re.search(r'relation "(.+?)" already exists', msg)
438 2464 aaronmk
            if match: raise DuplicateTableException(match.group(1), e)
439
440 2493 aaronmk
            match = re.search(r'function "(.+?)" already exists', msg)
441 2464 aaronmk
            if match: raise DuplicateFunctionException(match.group(1), e)
442
443
            raise # no specific exception raised
444
    except log_ignore_excs:
445
        log_level += 2
446
        raise
447
    finally:
448 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
449
            db.log_debug(debug_msg_ref[0], log_level)
450 830 aaronmk
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##### Basic queries
452
453 2153 aaronmk
def next_version(name):
454 2163 aaronmk
    version = 1 # first existing name was version 0
455 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
456 2153 aaronmk
    if match:
457 2586 aaronmk
        name, version = match.groups()
458
        version = int(version)+1
459 2588 aaronmk
    return sql_gen.add_suffix(name, '#'+str(version))
460 2153 aaronmk
461 2789 aaronmk
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
462 2085 aaronmk
    '''Outputs a query to a temp table.
463
    For params, see run_query().
464
    '''
465 2789 aaronmk
    if into == None: return run_query(db, query, **kw_args)
466 2790 aaronmk
467
    assert isinstance(into, sql_gen.Table)
468
469
    kw_args['recover'] = True
470
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
471
472
    temp = not db.autocommit # tables are permanent in autocommit mode
473
    # "temporary tables cannot specify a schema name", so remove schema
474
    if temp: into.schema = None
475
476
    # Create table
477
    while True:
478
        create_query = 'CREATE'
479
        if temp: create_query += ' TEMP'
480
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
481 2385 aaronmk
482 2790 aaronmk
        try:
483
            cur = run_query(db, create_query, **kw_args)
484
                # CREATE TABLE AS sets rowcount to # rows in query
485
            break
486
        except DuplicateTableException, e:
487
            into.name = next_version(into.name)
488
            # try again with next version of name
489
490
    if add_indexes_: add_indexes(db, into)
491
492
    return cur
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494 2120 aaronmk
order_by_pkey = object() # tells mk_select() to order by the pkey
495
496 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
497
498 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
499 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
500 1981 aaronmk
    '''
501 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
502 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
503 1981 aaronmk
    @param fields Use None to select all fields in the table
504 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
505 2379 aaronmk
        * container can be any iterable type
506 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
507
        * compare_right_side: sql_gen.ValueCond|literal value
508 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
509
        use all columns
510 2786 aaronmk
    @return query
511 1981 aaronmk
    '''
512 2315 aaronmk
    # Parse tables param
513 2121 aaronmk
    if not lists.is_seq(tables): tables = [tables]
514 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
515 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
516 2121 aaronmk
517 2315 aaronmk
    # Parse other params
518 2376 aaronmk
    if conds == None: conds = []
519 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
520 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
521 135 aaronmk
    assert limit == None or type(limit) == int
522 865 aaronmk
    assert start == None or type(start) == int
523 2315 aaronmk
    if order_by is order_by_pkey:
524
        if distinct_on != []: order_by = None
525
        else: order_by = pkey(db, table0, recover=True)
526 865 aaronmk
527 2315 aaronmk
    query = 'SELECT'
528 2056 aaronmk
529 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
530 2056 aaronmk
531 2200 aaronmk
    # DISTINCT ON columns
532 2233 aaronmk
    if distinct_on != []:
533 2467 aaronmk
        query += '\nDISTINCT'
534 2254 aaronmk
        if distinct_on is not distinct_on_all:
535 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
536
537
    # Columns
538 2467 aaronmk
    query += '\n'
539 1135 aaronmk
    if fields == None: query += '*'
540 2765 aaronmk
    else:
541
        assert fields != []
542
        query += '\n, '.join(map(parse_col, fields))
543 2200 aaronmk
544
    # Main table
545 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
546 865 aaronmk
547 2122 aaronmk
    # Add joins
548 2271 aaronmk
    left_table = table0
549 2263 aaronmk
    for join_ in tables:
550
        table = join_.table
551 2238 aaronmk
552 2343 aaronmk
        # Parse special values
553
        if join_.type_ is sql_gen.filter_out: # filter no match
554 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
555
                None))
556 2343 aaronmk
557 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
558 2122 aaronmk
559
        left_table = table
560
561 865 aaronmk
    missing = True
562 2376 aaronmk
    if conds != []:
563 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
564
        else: whitespace = '\n'
565 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
566
            .to_str(db) for l, r in conds], 'WHERE')
567 865 aaronmk
        missing = False
568 2227 aaronmk
    if order_by != None:
569 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
570
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
571 865 aaronmk
    if start != None:
572 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
573 865 aaronmk
        missing = False
574
    if missing: warnings.warn(DbWarning(
575
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
576
577 2786 aaronmk
    return query
578 11 aaronmk
579 2054 aaronmk
def select(db, *args, **kw_args):
580
    '''For params, see mk_select() and run_query()'''
581
    recover = kw_args.pop('recover', None)
582
    cacheable = kw_args.pop('cacheable', True)
583 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
584 2054 aaronmk
585 2791 aaronmk
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
586
        log_level=log_level)
587 2054 aaronmk
588 2788 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
589
    embeddable=False):
590 1960 aaronmk
    '''
591
    @param returning str|None An inserted column (such as pkey) to return
592 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
593 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
594
        query will be fully cached, not just if it raises an exception.
595 1960 aaronmk
    '''
596 2754 aaronmk
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
597 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
598 2646 aaronmk
    if cols != None:
599
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
600 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
601 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
602 2063 aaronmk
603
    # Build query
604 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
605
    query = first_line
606 2467 aaronmk
    if cols != None: query += '\n('+', '.join(cols)+')'
607
    query += '\n'+select_query
608 2063 aaronmk
609
    if returning != None:
610 2743 aaronmk
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
611 2063 aaronmk
612 2070 aaronmk
    if embeddable:
613 2327 aaronmk
        assert returning != None
614
615 2070 aaronmk
        # Create function
616 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
617 2327 aaronmk
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
618 2189 aaronmk
        while True:
619
            try:
620 2698 aaronmk
                function = sql_gen.TempFunction(function_name, db.autocommit)
621 2194 aaronmk
622 2189 aaronmk
                function_query = '''\
623 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
624 2467 aaronmk
RETURNS '''+return_type+'''
625
LANGUAGE sql
626
AS $$
627 2788 aaronmk
'''+query+''';
628 2467 aaronmk
$$;
629 2070 aaronmk
'''
630 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
631 2464 aaronmk
                    log_ignore_excs=(DuplicateFunctionException,))
632 2189 aaronmk
                break # this version was successful
633
            except DuplicateFunctionException, e:
634
                function_name = next_version(function_name)
635
                # try again with next version of name
636 2070 aaronmk
637 2337 aaronmk
        # Return query that uses function
638 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
639 2742 aaronmk
            [returning]) # AS clause requires function alias
640 2787 aaronmk
        return mk_select(db, func_table, start=0, order_by=None)
641 2070 aaronmk
642 2787 aaronmk
    return query
643 2066 aaronmk
644
def insert_select(db, *args, **kw_args):
645 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
646 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
647
        values in
648 2072 aaronmk
    '''
649 2386 aaronmk
    into = kw_args.pop('into', None)
650
    if into != None: kw_args['embeddable'] = True
651 2066 aaronmk
    recover = kw_args.pop('recover', None)
652
    cacheable = kw_args.pop('cacheable', True)
653 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
654 2066 aaronmk
655 2789 aaronmk
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
656 2787 aaronmk
        recover=recover, cacheable=cacheable, log_level=log_level)
657 2063 aaronmk
658 2738 aaronmk
default = sql_gen.default # tells insert() to use the default value for a column
659 2066 aaronmk
660 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
661 2085 aaronmk
    '''For params, see insert_select()'''
662 1960 aaronmk
    if lists.is_seq(row): cols = None
663
    else:
664
        cols = row.keys()
665
        row = row.values()
666 2738 aaronmk
    row = list(row) # ensure that "== []" works
667 1960 aaronmk
668 2738 aaronmk
    if row == []: query = None
669
    else: query = sql_gen.Values(row).to_str(db)
670 1961 aaronmk
671 2788 aaronmk
    return insert_select(db, table, cols, query, *args, **kw_args)
672 11 aaronmk
673 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
674
    '''
675
    @param changes [(col, new_value),...]
676
        * container can be any iterable type
677
        * col: sql_gen.Code|str (for col name)
678
        * new_value: sql_gen.Code|literal value
679
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
680
    @return str query
681
    '''
682
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
683 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
684 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
685 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
686 2402 aaronmk
687
    return query
688
689
def update(db, *args, **kw_args):
690
    '''For params, see mk_update() and run_query()'''
691
    recover = kw_args.pop('recover', None)
692
693 2791 aaronmk
    return run_query(db, mk_update(db, *args, **kw_args), recover)
694 2402 aaronmk
695 135 aaronmk
def last_insert_id(db):
696 1849 aaronmk
    module = util.root_module(db.db)
697 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
698
    elif module == 'MySQLdb': return db.insert_id()
699
    else: return None
700 13 aaronmk
701 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
702 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
703 2415 aaronmk
    to names that will be distinct among the columns' tables.
704 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
705 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
706
    @param into The table for the new columns.
707 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
708
        columns will be included in the mapping even if they are not in cols.
709
        The tables of the provided Col objects will be changed to into, so make
710
        copies of them if you want to keep the original tables.
711
    @param as_items Whether to return a list of dict items instead of a dict
712 2383 aaronmk
    @return dict(orig_col=new_col, ...)
713
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
714 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
715
        * All mappings use the into table so its name can easily be
716 2383 aaronmk
          changed for all columns at once
717
    '''
718 2415 aaronmk
    cols = lists.uniqify(cols)
719
720 2394 aaronmk
    items = []
721 2389 aaronmk
    for col in preserve:
722 2390 aaronmk
        orig_col = copy.copy(col)
723 2392 aaronmk
        col.table = into
724 2394 aaronmk
        items.append((orig_col, col))
725
    preserve = set(preserve)
726
    for col in cols:
727 2716 aaronmk
        if col not in preserve:
728
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
729 2394 aaronmk
730
    if not as_items: items = dict(items)
731
    return items
732 2383 aaronmk
733 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
734 2391 aaronmk
    '''For params, see mk_flatten_mapping()
735
    @return See return value of mk_flatten_mapping()
736
    '''
737 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
738
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
739 2786 aaronmk
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
740 2392 aaronmk
        into=into)
741 2394 aaronmk
    return dict(items)
742 2391 aaronmk
743 2751 aaronmk
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
744
    cols = map(sql_gen.to_name_only_col, cols)
745
746
    columns_cols = ['column']
747
    columns = sql_gen.NamedValues('columns', columns_cols,
748
        [[c.name] for c in cols])
749
    values_cols = ['value', 'error_code', 'error']
750
    values = sql_gen.NamedValues('values', values_cols,
751
        [value, error_code, error])
752
753
    select_cols = columns_cols+values_cols
754
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
755 2755 aaronmk
    errors_table = sql_gen.NamedTable('errors', errors_table)
756 2751 aaronmk
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
757
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
758
        sql_gen.filter_out)]
759
760
    return mk_insert_select(db, errors_table, name_only_cols,
761 2787 aaronmk
        mk_select(db, joins, select_cols, order_by=None))
762 2751 aaronmk
763 2758 aaronmk
def track_data_error(db, errors_table, *args, **kw_args):
764
    '''
765
    @param errors_table If None, does nothing.
766
    '''
767
    if errors_table == None: return
768
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
769
        cacheable=True, log_level=4)
770
771 2704 aaronmk
def cast(db, type_, col, errors_table=None):
772
    '''Casts an (unrenamed) column or value.
773 2769 aaronmk
    If errors_table set and col has srcs, saves errors in errors_table (using
774
    col's srcs attr as the source columns) and converts errors to warnings.
775 2704 aaronmk
    @param col sql_gen.Col|sql_gen.Literal
776
    @param errors_table None|sql_gen.Table|str
777
    '''
778 2769 aaronmk
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
779
        and col.srcs != ())
780
    if not save_errors: # can't save errors
781
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
782 2704 aaronmk
783
    assert not isinstance(col, sql_gen.NamedCol)
784
785 2770 aaronmk
    errors_table = sql_gen.as_Table(errors_table)
786
    srcs = map(sql_gen.to_name_only_col, col.srcs)
787
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
788 2704 aaronmk
    function = sql_gen.TempFunction(function_name, db.autocommit)
789
790 2718 aaronmk
    while True:
791
        # Create function definition
792
        query = '''\
793 2704 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
794
RETURNS '''+type_+'''
795
LANGUAGE plpgsql
796
STRICT
797
AS $$
798
BEGIN
799
    /* The explicit cast to the return type is needed to make the cast happen
800
    inside the try block. (Implicit casts to the return type happen at the end
801
    of the function, outside any block.) */
802
    RETURN value::'''+type_+''';
803
EXCEPTION
804
    WHEN data_exception THEN
805
        -- Save error in errors table.
806 2751 aaronmk
        -- Insert the value and error for *each* source column.
807
'''+mk_track_data_error(db, errors_table, srcs,
808
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
809 2704 aaronmk
810
        RAISE WARNING '%', SQLERRM;
811
        RETURN NULL;
812
END;
813
$$;
814
'''
815 2718 aaronmk
816
        # Create function
817
        try:
818
            run_query(db, query, recover=True, cacheable=True,
819
                log_ignore_excs=(DuplicateFunctionException,))
820
            break # successful
821
        except DuplicateFunctionException:
822 2770 aaronmk
            function.name = next_version(function.name)
823
            # try again with next version of name
824 2704 aaronmk
825
    return sql_gen.FunctionCall(function, col)
826
827 2414 aaronmk
##### Database structure queries
828
829 2426 aaronmk
def table_row_count(db, table, recover=None):
830 2786 aaronmk
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
831 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
832 2426 aaronmk
833 2414 aaronmk
def table_cols(db, table, recover=None):
834
    return list(col_names(select(db, table, limit=0, order_by=None,
835 2443 aaronmk
        recover=recover, log_level=4)))
836 2414 aaronmk
837 2291 aaronmk
def pkey(db, table, recover=None):
838 832 aaronmk
    '''Assumed to be first column in table'''
839 2339 aaronmk
    return table_cols(db, table, recover)[0]
840 832 aaronmk
841 2559 aaronmk
not_null_col = 'not_null_col'
842 2340 aaronmk
843
def table_not_null_col(db, table, recover=None):
844
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
845
    if not_null_col in table_cols(db, table, recover): return not_null_col
846
    else: return pkey(db, table, recover)
847
848 853 aaronmk
def index_cols(db, table, index):
849
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
850
    automatically created. When you don't know whether something is a UNIQUE
851
    constraint or a UNIQUE index, use this function.'''
852 1909 aaronmk
    module = util.root_module(db.db)
853
    if module == 'psycopg2':
854
        return list(values(run_query(db, '''\
855 853 aaronmk
SELECT attname
856 866 aaronmk
FROM
857
(
858
        SELECT attnum, attname
859
        FROM pg_index
860
        JOIN pg_class index ON index.oid = indexrelid
861
        JOIN pg_class table_ ON table_.oid = indrelid
862
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
863
        WHERE
864 2782 aaronmk
            table_.relname = '''+db.esc_value(table)+'''
865
            AND index.relname = '''+db.esc_value(index)+'''
866 866 aaronmk
    UNION
867
        SELECT attnum, attname
868
        FROM
869
        (
870
            SELECT
871
                indrelid
872
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
873
                    AS indkey
874
            FROM pg_index
875
            JOIN pg_class index ON index.oid = indexrelid
876
            JOIN pg_class table_ ON table_.oid = indrelid
877
            WHERE
878 2782 aaronmk
                table_.relname = '''+db.esc_value(table)+'''
879
                AND index.relname = '''+db.esc_value(index)+'''
880 866 aaronmk
        ) s
881
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
882
) s
883 853 aaronmk
ORDER BY attnum
884 2782 aaronmk
'''
885
            , cacheable=True, log_level=4)))
886 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
887
        ' database')
888 853 aaronmk
889 464 aaronmk
def constraint_cols(db, table, constraint):
890 1849 aaronmk
    module = util.root_module(db.db)
891 464 aaronmk
    if module == 'psycopg2':
892
        return list(values(run_query(db, '''\
893
SELECT attname
894
FROM pg_constraint
895
JOIN pg_class ON pg_class.oid = conrelid
896
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
897
WHERE
898 2783 aaronmk
    relname = '''+db.esc_value(table)+'''
899
    AND conname = '''+db.esc_value(constraint)+'''
900 464 aaronmk
ORDER BY attnum
901 2783 aaronmk
'''
902
            )))
903 464 aaronmk
    else: raise NotImplementedError("Can't list constraint columns for "+module+
904
        ' database')
905
906 2096 aaronmk
row_num_col = '_row_num'
907
908 2688 aaronmk
def add_index(db, exprs, table=None, unique=False):
909
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
910 2538 aaronmk
    Currently, only function calls are supported as expressions.
911
    '''
912 2688 aaronmk
    if not lists.is_seq(exprs): exprs = [exprs]
913 2538 aaronmk
914 2688 aaronmk
    # Parse exprs
915
    old_exprs = exprs[:]
916
    exprs = []
917
    cols = []
918
    for i, expr in enumerate(old_exprs):
919
        expr = copy.deepcopy(expr) # don't modify input!
920
        expr = sql_gen.as_Col(expr)
921
922
        # Extract col
923
        if isinstance(expr, sql_gen.FunctionCall):
924
            col = expr.args[0]
925
            expr = sql_gen.Expr(expr)
926
        else: col = expr
927
928
        # Extract table
929
        if table == None:
930
            assert sql_gen.is_table_col(col)
931
            table = col.table
932
933
        col.table = None
934
935
        exprs.append(expr)
936
        cols.append(col)
937 2408 aaronmk
938 2688 aaronmk
    table = sql_gen.as_Table(table)
939
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
940
941
    str_ = 'CREATE'
942
    if unique: str_ += ' UNIQUE'
943
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
944
        ', '.join((v.to_str(db) for v in exprs)))+')'
945
946
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
947 2408 aaronmk
    except DuplicateTableException: pass # index already existed
948
949 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
950
    '''Adds a primary key.
951
    @param cols [sql_gen.Col,...] The columns in the primary key.
952
        Defaults to the first column in the table.
953 2406 aaronmk
    @pre The table must not already have a primary key.
954
    '''
955
    table = sql_gen.as_Table(table)
956 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
957
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
958 2406 aaronmk
959 2781 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
960
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
961
        log_ignore_excs=(DuplicateTableException,))
962 2406 aaronmk
963 2772 aaronmk
already_indexed = object() # tells add_indexes() the pkey has already been added
964
965
def add_indexes(db, table, has_pkey=True):
966
    '''Adds an index on all columns in a table.
967
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
968
        index should be added on the first column.
969
        * If already_indexed, the pkey is assumed to have already been added
970
    '''
971
    cols = table_cols(db, table)
972
    if has_pkey:
973
        if has_pkey is not already_indexed: add_pkey(db, table)
974
        cols = cols[1:]
975
    for col in cols: add_index(db, col, table)
976
977 2086 aaronmk
def add_row_num(db, table):
978 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
979
    be the primary key.'''
980 2320 aaronmk
    table = sql_gen.as_Table(table).to_str(db)
981 2096 aaronmk
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
982 2443 aaronmk
        +' serial NOT NULL PRIMARY KEY', log_level=3)
983 2086 aaronmk
984 2760 aaronmk
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
985 2675 aaronmk
    '''Creates a table.
986 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
987
    @param has_pkey If set, the first column becomes the primary key.
988 2760 aaronmk
    @param col_indexes bool|[ref]
989
        * If True, indexes will be added on all non-pkey columns.
990
        * If a list reference, [0] will be set to a function to do this.
991
          This can be used to delay index creation until the table is populated.
992 2675 aaronmk
    '''
993
    table = sql_gen.as_Table(table)
994
995 2681 aaronmk
    if has_pkey:
996
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
997
        pkey.type += ' NOT NULL PRIMARY KEY'
998
999 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1000 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1001
    str_ += '\n);\n'
1002 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
1003 2760 aaronmk
1004
    # Add indexes
1005 2773 aaronmk
    if has_pkey: has_pkey = already_indexed
1006
    def add_indexes_(): add_indexes(db, table, has_pkey)
1007
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1008
    elif col_indexes: add_indexes_() # add now
1009 2675 aaronmk
1010 2684 aaronmk
def vacuum(db, table):
1011
    table = sql_gen.as_Table(table)
1012
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1013
        log_level=3))
1014
1015 2732 aaronmk
def truncate(db, table, schema='public'):
1016 2777 aaronmk
    table = sql_gen.as_Table(table, schema)
1017 2733 aaronmk
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1018 2732 aaronmk
1019 2729 aaronmk
def tables(db, schema_like='public', table_like='%', exact=False):
1020
    if exact: compare = '='
1021
    else: compare = 'LIKE'
1022
1023 1849 aaronmk
    module = util.root_module(db.db)
1024 832 aaronmk
    if module == 'psycopg2':
1025 2779 aaronmk
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1026
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1027
        return values(select(db, 'pg_tables', ['tablename'], conds,
1028
            order_by='tablename', log_level=4))
1029 1968 aaronmk
    elif module == 'MySQLdb':
1030 2779 aaronmk
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1031
            , cacheable=True, log_level=4))
1032 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1033 830 aaronmk
1034 2726 aaronmk
def table_exists(db, table):
1035
    table = sql_gen.as_Table(table)
1036 2730 aaronmk
    return list(tables(db, table.schema, table.name, exact=True)) != []
1037 2726 aaronmk
1038
def errors_table(db, table, if_exists=True):
1039
    '''
1040
    @param if_exists If set, returns None if the errors table doesn't exist
1041
    @return None|sql_gen.Table
1042
    '''
1043
    table = sql_gen.as_Table(table)
1044
    if table.srcs != (): table = table.srcs[0]
1045
1046
    errors_table = sql_gen.suffixed_table(table, '.errors')
1047
    if if_exists and not table_exists(db, errors_table): return None
1048
    return errors_table
1049
1050 833 aaronmk
##### Database management
1051
1052 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1053
    '''For kw_args, see tables()'''
1054
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1055 833 aaronmk
1056 832 aaronmk
##### Heuristic queries
1057
1058 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1059 1554 aaronmk
    '''Recovers from errors.
1060 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1061
    '''
1062 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1063 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1064
1065 471 aaronmk
    try:
1066 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1067 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1068
            row_ct_ref[0] += cur.rowcount
1069
        return value(cur)
1070 471 aaronmk
    except DuplicateKeyException, e:
1071 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1072
            util.dict_subset_right_join(row, e.cols))
1073
        return value(select(db, table, [pkey_], row, recover=True))
1074 471 aaronmk
1075 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1076 830 aaronmk
    '''Recovers from errors'''
1077 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1078 14 aaronmk
    except StopIteration:
1079 40 aaronmk
        if not create: raise
1080 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1081 2078 aaronmk
1082 2593 aaronmk
def is_func_result(col):
1083
    return col.table.name.find('(') >= 0 and col.name == 'result'
1084
1085 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1086 2615 aaronmk
    def in_col_str(in_col):
1087
        in_col = sql_gen.remove_col_rename(in_col)
1088
        if isinstance(in_col, sql_gen.Col):
1089
            table = in_col.table
1090
            if table == in_tables0:
1091
                in_col = sql_gen.to_name_only_col(in_col)
1092
            elif is_func_result(in_col): in_col = table # omit col name
1093
        return str(in_col)
1094
1095 2580 aaronmk
    str_ = str(out_table)
1096
    if is_func:
1097 2615 aaronmk
        str_ += '('
1098 2580 aaronmk
1099 2615 aaronmk
        try: value_in_col = mapping['value']
1100
        except KeyError:
1101 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1102 2615 aaronmk
                for k, v in mapping.iteritems()))
1103
        else: str_ += in_col_str(value_in_col)
1104
1105
        str_ += ')'
1106 2580 aaronmk
    else: str_ += '_pkeys'
1107
    return str_
1108
1109 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1110 2552 aaronmk
    default=None, is_func=False):
1111 2078 aaronmk
    '''Recovers from errors.
1112
    Only works under PostgreSQL (uses INSERT RETURNING).
1113 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1114
        tables to join with it using the main input table's pkey
1115 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1116 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1117
        * in_table_col: sql_gen.Col|literal-value
1118 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1119 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1120 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1121
        If this output column does not exist in the mapping, uses None.
1122 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1123 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1124 2078 aaronmk
    '''
1125 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1126 2312 aaronmk
1127 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1128 2505 aaronmk
    def col_ustr(str_):
1129 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1130 2450 aaronmk
1131 2768 aaronmk
    out_pkey = pkey(db, out_table, recover=True)
1132
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1133
1134
    if mapping == {}: # need at least one column for INSERT SELECT
1135
        mapping = {out_pkey: None} # ColDict will replace with default value
1136
1137 2486 aaronmk
    log_debug('********** New iteration **********')
1138 2505 aaronmk
    log_debug('Inserting these input columns into '+strings.as_tt(
1139
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1140 2463 aaronmk
1141 2382 aaronmk
    # Create input joins from list of input tables
1142
    in_tables_ = in_tables[:] # don't modify input!
1143
    in_tables0 = in_tables_.pop(0) # first table is separate
1144 2735 aaronmk
    errors_table_ = errors_table(db, in_tables0)
1145 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1146 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1147 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1148
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1149 2131 aaronmk
1150 2592 aaronmk
    if into == None:
1151
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1152
    into = sql_gen.as_Table(into)
1153
1154 2702 aaronmk
    # Set column sources
1155
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1156
    for col in in_cols:
1157
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1158
1159 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1160 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1161 2584 aaronmk
    in_table = sql_gen.Table('in')
1162 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1163
        preserve=[in_pkey_col], start=0))
1164 2395 aaronmk
    input_joins = [in_table]
1165 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1166 2395 aaronmk
1167 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1168
        # after applying dicts.join() because that returns a plain dict
1169
1170 2509 aaronmk
    # Resolve default value column
1171
    try: default = mapping[default]
1172
    except KeyError:
1173
        if default != None:
1174
            db.log_debug('Default value column '
1175
                +strings.as_tt(strings.repr_no_u(default))
1176 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1177 2509 aaronmk
            default = None
1178
1179 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1180 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1181
1182 2201 aaronmk
    pkeys_table_exists_ref = [False]
1183 2420 aaronmk
    def insert_into_pkeys(joins, cols):
1184 2786 aaronmk
        query = mk_select(db, joins, cols, order_by=None, start=0)
1185 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1186 2786 aaronmk
            insert_select(db, into, pkeys_names, query)
1187 2201 aaronmk
        else:
1188 2786 aaronmk
            run_query_into(db, query, into=into)
1189 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1190
1191 2429 aaronmk
    limit_ref = [None]
1192 2380 aaronmk
    conds = set()
1193 2233 aaronmk
    distinct_on = []
1194 2325 aaronmk
    def mk_main_select(joins, cols):
1195 2429 aaronmk
        return mk_select(db, joins, cols, conds, distinct_on,
1196
            limit=limit_ref[0], start=0)
1197 2132 aaronmk
1198 2519 aaronmk
    exc_strs = set()
1199 2309 aaronmk
    def log_exc(e):
1200 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1201
        log_debug('Caught exception: '+e_str)
1202
        assert e_str not in exc_strs # avoid infinite loops
1203
        exc_strs.add(e_str)
1204 2735 aaronmk
1205 2451 aaronmk
    def remove_all_rows():
1206 2450 aaronmk
        log_debug('Returning NULL for all rows')
1207 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1208 2735 aaronmk
1209 2758 aaronmk
    def ignore(in_col, value, e):
1210
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1211
            e.cause.pgerror)
1212
1213 2545 aaronmk
        in_col_str = strings.as_tt(repr(in_col))
1214 2544 aaronmk
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1215
            level=2.5)
1216 2537 aaronmk
        add_index(db, in_col)
1217 2735 aaronmk
1218 2545 aaronmk
        log_debug('Ignoring rows with '+in_col_str+' = '
1219
            +strings.as_tt(repr(value)))
1220 2758 aaronmk
    def remove_rows(in_col, value, e):
1221
        ignore(in_col, value, e)
1222 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1223
        assert cond not in conds # avoid infinite loops
1224 2380 aaronmk
        conds.add(cond)
1225 2758 aaronmk
    def invalid2null(in_col, value, e):
1226
        ignore(in_col, value, e)
1227 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1228
            sql_gen.ColValueCond(in_col, value))
1229 2245 aaronmk
1230 2589 aaronmk
    def insert_pkeys_table(which):
1231
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1232
            '_insert_'+which+'_pkeys'))
1233
    insert_out_pkeys = insert_pkeys_table('out')
1234
    insert_in_pkeys = insert_pkeys_table('in')
1235
1236 2206 aaronmk
    # Do inserts and selects
1237 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1238 2206 aaronmk
    while True:
1239 2521 aaronmk
        if limit_ref[0] == 0: # special case
1240
            log_debug('Creating an empty pkeys table')
1241 2786 aaronmk
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1242 2521 aaronmk
                limit=limit_ref[0]), into=insert_out_pkeys)
1243
            break # don't do main case
1244
1245 2303 aaronmk
        has_joins = join_cols != {}
1246
1247 2305 aaronmk
        # Prepare to insert new rows
1248 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1249 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1250 2303 aaronmk
        if has_joins:
1251 2317 aaronmk
            distinct_on = [v.to_Col() for v in join_cols.values()]
1252 2325 aaronmk
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1253
                sql_gen.filter_out))
1254
        else:
1255 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1256 2786 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())
1257 2303 aaronmk
1258 2486 aaronmk
        log_debug('Trying to insert new rows')
1259 2206 aaronmk
        try:
1260 2518 aaronmk
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1261
                **insert_args)
1262 2357 aaronmk
            break # insert successful
1263 2206 aaronmk
        except DuplicateKeyException, e:
1264 2309 aaronmk
            log_exc(e)
1265
1266 2258 aaronmk
            old_join_cols = join_cols.copy()
1267 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1268 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1269 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1270 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1271 2230 aaronmk
        except NullValueException, e:
1272 2309 aaronmk
            log_exc(e)
1273
1274 2230 aaronmk
            out_col, = e.cols
1275
            try: in_col = mapping[out_col]
1276 2356 aaronmk
            except KeyError:
1277 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1278 2451 aaronmk
                remove_all_rows()
1279 2758 aaronmk
            else: remove_rows(in_col, None, e)
1280 2542 aaronmk
        except FunctionValueException, e:
1281
            log_exc(e)
1282
1283
            func_name = e.name
1284
            value = e.value
1285
            for out_col, in_col in mapping.iteritems():
1286 2758 aaronmk
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1287
                invalid2null(in_col, value, e)
1288 2525 aaronmk
        except MissingCastException, e:
1289
            log_exc(e)
1290
1291
            out_col = e.col
1292 2706 aaronmk
            type_ = e.type
1293
1294 2724 aaronmk
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1295
                +strings.as_tt(type_))
1296 2735 aaronmk
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1297 2705 aaronmk
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1298 2429 aaronmk
        except DatabaseErrors, e:
1299
            log_exc(e)
1300
1301 2531 aaronmk
            msg = 'No handler for exception: '+exc.str_(e)
1302 2451 aaronmk
            warnings.warn(DbWarning(msg))
1303
            log_debug(msg)
1304
            remove_all_rows()
1305 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1306 2132 aaronmk
1307 2357 aaronmk
    if row_ct_ref != None and cur.rowcount >= 0:
1308
        row_ct_ref[0] += cur.rowcount
1309
1310
    if has_joins:
1311
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1312 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1313 2420 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols)
1314 2357 aaronmk
    else:
1315 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1316 2357 aaronmk
1317 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1318 2786 aaronmk
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1319 2404 aaronmk
            into=insert_in_pkeys)
1320
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1321 2357 aaronmk
1322 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1323
            insert_in_pkeys)
1324
1325 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1326 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1327 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1328 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1329 2357 aaronmk
1330 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1331 2594 aaronmk
    add_pkey(db, into)
1332 2407 aaronmk
1333 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1334 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1335 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1336
        # must use join_same_not_null or query will take forever
1337 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1338 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1339 2357 aaronmk
1340 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1341 2428 aaronmk
1342 2702 aaronmk
    srcs = []
1343
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1344
    return sql_gen.Col(out_pkey, into, srcs)
1345 2115 aaronmk
1346
##### Data cleanup
1347
1348 2290 aaronmk
def cleanup_table(db, table, cols):
1349 2677 aaronmk
    table = sql_gen.as_Table(table)
1350
    cols = map(sql_gen.as_Col, cols)
1351 2115 aaronmk
1352 2677 aaronmk
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1353
        +db.esc_value(r'\N')+')')
1354
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1355
        for v in cols]
1356 2115 aaronmk
1357 2677 aaronmk
    update(db, table, changes)