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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
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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):
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    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
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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
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79
class DbWarning(UserWarning): pass
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##### 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
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def next_value(cur): return next_row(cur)[0]
99
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def value(cur): return row(cur)[0]
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def values(cur): return iters.func_iter(lambda: next_value(cur))
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def value_or_none(cur):
105
    try: return value(cur)
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    except StopIteration: return None
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##### Escaping
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def esc_name_by_module(module, name):
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    if module == 'psycopg2' or module == None: quote = '"'
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    elif module == 'MySQLdb': quote = '`'
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    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)
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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
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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 = {
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    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
134
    'PostgreSQL': ('psycopg2', {}),
135
}
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DatabaseErrors_set = set([DbException])
138
DatabaseErrors = tuple(DatabaseErrors_set)
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def _add_module(module):
141
    DatabaseErrors_set.add(module.DatabaseError)
142
    global DatabaseErrors
143
    DatabaseErrors = tuple(DatabaseErrors_set)
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145
def db_config_str(db_config):
146
    return db_config['engine']+' database '+db_config['database']
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def _query_lookup(query, params): return (query, dicts.make_hashable(params))
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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,
154
        caching=True, log_debug=log_debug_none):
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        self.db_config = db_config
156
        self.serializable = serializable
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        self.autocommit = autocommit
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        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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        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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    def __getattr__(self, name):
168
        if name == '__dict__': raise Exception('getting __dict__')
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        if name == 'db': return self._db()
170
        else: raise AttributeError()
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    def __getstate__(self):
173
        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
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        return state
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    def connected(self): return self.__db != None
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    def _db(self):
181
        if self.__db == None:
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            # Process db_config
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            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')]
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            module = __import__(module_name)
187
            _add_module(module)
188
            for orig, new in mappings.iteritems():
189
                try: util.rename_key(db_config, orig, new)
190
                except KeyError: pass
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            # Connect
193
            self.__db = module.connect(**db_config)
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            # 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:
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                schemas_ = ''.join((esc_name(self, s)+', '
200
                    for s in schemas.split(',')))
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                self.run_query("SELECT set_config('search_path', "
202
                    +self.esc_value(schemas_)
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                    +" || current_setting('search_path'), false)", log_level=3)
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        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_lookup(query, params)
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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
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                self._cache_result()
231
                raise
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            # Fetch all rows so result will be cached
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            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):
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            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
245
            # 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(
251
                    util.dict_subset(dicts.AttrsDictView(self),
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                    ['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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            def fetchone(self):
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                try: return self.iter.next()
264
                except StopIteration: return None
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    def esc_value(self, value):
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        try: str_ = self.mogrify('%s', [value])
268
        except NotImplementedError, e:
269
            module = util.root_module(self.db)
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            if module == 'MySQLdb':
271
                import _mysql
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                str_ = _mysql.escape_string(value)
273
            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):
283
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
284
        else: raise NotImplementedError("Can't mogrify query")
285
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    def print_notices(self):
287 2725 aaronmk
        if hasattr(self.db, 'notices'):
288
            for msg in self.db.notices:
289
                if msg not in self._notices_seen:
290
                    self._notices_seen.add(msg)
291
                    self.log_debug(msg, level=2)
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    def run_query(self, query, cacheable=False, log_level=2,
294 2464 aaronmk
        debug_msg_ref=None):
295 2445 aaronmk
        '''
296 2464 aaronmk
        @param log_ignore_excs The log_level will be increased by 2 if the query
297
            throws one of these exceptions.
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        @param debug_msg_ref If specified, the log message will be returned in
299
            this instead of being output. This allows you to filter log messages
300
            depending on the result of the query.
301 2445 aaronmk
        '''
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        assert query != None
303
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        if not self.caching: cacheable = False
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        used_cache = False
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307
        def log_msg(query):
308
            if used_cache: cache_status = 'cache hit'
309
            elif cacheable: cache_status = 'cache miss'
310
            else: cache_status = 'non-cacheable'
311
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
312
313 1903 aaronmk
        try:
314 1927 aaronmk
            # Get cursor
315
            if cacheable:
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                query_lookup = _query_lookup(query, [])
317 1927 aaronmk
                try:
318
                    cur = self.query_results[query_lookup]
319
                    used_cache = True
320
                except KeyError: cur = self.DbCursor(self)
321
            else: cur = self.db.cursor()
322
323 2664 aaronmk
            # Log query
324
            if self.debug and debug_msg_ref == None: # log before running
325
                self.log_debug(log_msg(query), log_level)
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327 1927 aaronmk
            # Run query
328 2793 aaronmk
            cur.execute(query)
329 1903 aaronmk
        finally:
330 2671 aaronmk
            self.print_notices()
331 2664 aaronmk
            if self.debug and debug_msg_ref != None: # return after running
332 2793 aaronmk
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
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334
        return cur
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336
    def is_cached(self, query, params=None):
337
        return _query_lookup(query, params) in self.query_results
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    def with_autocommit(self, func, autocommit=True):
340
        prev_autocommit = self.db.autocommit
341
        self.db.autocommit = autocommit
342
        try: return func()
343
        finally: self.db.autocommit = prev_autocommit
344
345 2139 aaronmk
    def with_savepoint(self, func):
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        savepoint = 'level_'+str(self._savepoint)
347 2443 aaronmk
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
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        self._savepoint += 1
349 2683 aaronmk
        try:
350 2139 aaronmk
            try: return_val = func()
351
            finally:
352
                self._savepoint -= 1
353
                assert self._savepoint >= 0
354
        except:
355 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
356 2139 aaronmk
            raise
357
        else:
358 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
359 2191 aaronmk
            self.do_autocommit()
360 2139 aaronmk
            return return_val
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362
    def do_autocommit(self):
363
        '''Autocommits if outside savepoint'''
364
        assert self._savepoint >= 0
365
        if self.autocommit and self._savepoint == 0:
366 2668 aaronmk
            self.log_debug('Autocommitting')
367 2191 aaronmk
            self.db.commit()
368 2643 aaronmk
369
    def col_default(self, col):
370
        table = sql_gen.Table('columns', 'information_schema')
371
372
        conds = [('table_name', col.table.name), ('column_name', col.name)]
373
        schema = col.table.schema
374
        if schema != None: conds.append(('table_schema', schema))
375
376 2660 aaronmk
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
377
            conds, order_by='table_schema', limit=1, log_level=3)))
378 2643 aaronmk
            # TODO: order_by search_path schema order
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connect = DbConn
381
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##### Querying
383
384 1894 aaronmk
def run_raw_query(db, *args, **kw_args):
385 2085 aaronmk
    '''For params, see DbConn.run_query()'''
386 1894 aaronmk
    return db.run_query(*args, **kw_args)
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def mogrify(db, query, params):
389
    module = util.root_module(db.db)
390
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
391
    else: raise NotImplementedError("Can't mogrify query for "+module+
392
        ' database')
393
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##### Recoverable querying
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def with_savepoint(db, func): return db.with_savepoint(func)
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398 2791 aaronmk
def run_query(db, query, recover=None, cacheable=False, log_level=2,
399
    log_ignore_excs=None, **kw_args):
400 2441 aaronmk
    '''For params, see run_raw_query()'''
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    if recover == None: recover = False
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    if log_ignore_excs == None: log_ignore_excs = ()
403
    log_ignore_excs = tuple(log_ignore_excs)
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    debug_msg_ref = None # usually, db.run_query() logs query before running it
406
    # But if filtering with log_ignore_excs, wait until after exception parsing
407
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
408
409 2148 aaronmk
    try:
410 2464 aaronmk
        try:
411 2793 aaronmk
            def run(): return run_raw_query(db, query, cacheable, log_level,
412
                debug_msg_ref, **kw_args)
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            if recover and not db.is_cached(query, []):
414 2464 aaronmk
                return with_savepoint(db, run)
415
            else: return run() # don't need savepoint if cached
416
        except Exception, e:
417
            if not recover: raise # need savepoint to run index_cols()
418
            msg = exc.str_(e)
419
420
            match = re.search(r'duplicate key value violates unique constraint '
421 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
422 2464 aaronmk
            if match:
423
                constraint, table = match.groups()
424
                try: cols = index_cols(db, table, constraint)
425
                except NotImplementedError: raise e
426
                else: raise DuplicateKeyException(constraint, cols, e)
427
428 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
429 2464 aaronmk
                r' constraint', msg)
430
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
431
432
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
433
                r'|date/time field value out of range): "(.+?)"\n'
434 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
435 2464 aaronmk
            if match:
436
                value, name = match.groups()
437
                raise FunctionValueException(name, strings.to_unicode(value), e)
438
439 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
440 2523 aaronmk
                r'is of type', msg)
441
            if match:
442
                col, type_ = match.groups()
443
                raise MissingCastException(type_, col, e)
444
445 2493 aaronmk
            match = re.search(r'relation "(.+?)" already exists', msg)
446 2464 aaronmk
            if match: raise DuplicateTableException(match.group(1), e)
447
448 2493 aaronmk
            match = re.search(r'function "(.+?)" already exists', msg)
449 2464 aaronmk
            if match: raise DuplicateFunctionException(match.group(1), e)
450
451
            raise # no specific exception raised
452
    except log_ignore_excs:
453
        log_level += 2
454
        raise
455
    finally:
456 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
457
            db.log_debug(debug_msg_ref[0], log_level)
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459 832 aaronmk
##### Basic queries
460
461 2153 aaronmk
def next_version(name):
462 2163 aaronmk
    version = 1 # first existing name was version 0
463 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
464 2153 aaronmk
    if match:
465 2586 aaronmk
        name, version = match.groups()
466
        version = int(version)+1
467 2588 aaronmk
    return sql_gen.add_suffix(name, '#'+str(version))
468 2153 aaronmk
469 2789 aaronmk
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
470 2085 aaronmk
    '''Outputs a query to a temp table.
471
    For params, see run_query().
472
    '''
473 2789 aaronmk
    if into == None: return run_query(db, query, **kw_args)
474 2790 aaronmk
475
    assert isinstance(into, sql_gen.Table)
476
477
    kw_args['recover'] = True
478
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
479
480
    temp = not db.autocommit # tables are permanent in autocommit mode
481
    # "temporary tables cannot specify a schema name", so remove schema
482
    if temp: into.schema = None
483
484
    # Create table
485
    while True:
486
        create_query = 'CREATE'
487
        if temp: create_query += ' TEMP'
488
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
489 2385 aaronmk
490 2790 aaronmk
        try:
491
            cur = run_query(db, create_query, **kw_args)
492
                # CREATE TABLE AS sets rowcount to # rows in query
493
            break
494
        except DuplicateTableException, e:
495
            into.name = next_version(into.name)
496
            # try again with next version of name
497
498
    if add_indexes_: add_indexes(db, into)
499
500
    return cur
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502 2120 aaronmk
order_by_pkey = object() # tells mk_select() to order by the pkey
503
504 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
505
506 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
507 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
508 1981 aaronmk
    '''
509 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
510 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
511 1981 aaronmk
    @param fields Use None to select all fields in the table
512 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
513 2379 aaronmk
        * container can be any iterable type
514 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
515
        * compare_right_side: sql_gen.ValueCond|literal value
516 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
517
        use all columns
518 2786 aaronmk
    @return query
519 1981 aaronmk
    '''
520 2315 aaronmk
    # Parse tables param
521 2121 aaronmk
    if not lists.is_seq(tables): tables = [tables]
522 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
523 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
524 2121 aaronmk
525 2315 aaronmk
    # Parse other params
526 2376 aaronmk
    if conds == None: conds = []
527 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
528 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
529 135 aaronmk
    assert limit == None or type(limit) == int
530 865 aaronmk
    assert start == None or type(start) == int
531 2315 aaronmk
    if order_by is order_by_pkey:
532
        if distinct_on != []: order_by = None
533
        else: order_by = pkey(db, table0, recover=True)
534 865 aaronmk
535 2315 aaronmk
    query = 'SELECT'
536 2056 aaronmk
537 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
538 2056 aaronmk
539 2200 aaronmk
    # DISTINCT ON columns
540 2233 aaronmk
    if distinct_on != []:
541 2467 aaronmk
        query += '\nDISTINCT'
542 2254 aaronmk
        if distinct_on is not distinct_on_all:
543 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
544
545
    # Columns
546 2467 aaronmk
    query += '\n'
547 1135 aaronmk
    if fields == None: query += '*'
548 2765 aaronmk
    else:
549
        assert fields != []
550
        query += '\n, '.join(map(parse_col, fields))
551 2200 aaronmk
552
    # Main table
553 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
554 865 aaronmk
555 2122 aaronmk
    # Add joins
556 2271 aaronmk
    left_table = table0
557 2263 aaronmk
    for join_ in tables:
558
        table = join_.table
559 2238 aaronmk
560 2343 aaronmk
        # Parse special values
561
        if join_.type_ is sql_gen.filter_out: # filter no match
562 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
563
                None))
564 2343 aaronmk
565 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
566 2122 aaronmk
567
        left_table = table
568
569 865 aaronmk
    missing = True
570 2376 aaronmk
    if conds != []:
571 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
572
        else: whitespace = '\n'
573 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
574
            .to_str(db) for l, r in conds], 'WHERE')
575 865 aaronmk
        missing = False
576 2227 aaronmk
    if order_by != None:
577 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
578
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
579 865 aaronmk
    if start != None:
580 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
581 865 aaronmk
        missing = False
582
    if missing: warnings.warn(DbWarning(
583
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
584
585 2786 aaronmk
    return query
586 11 aaronmk
587 2054 aaronmk
def select(db, *args, **kw_args):
588
    '''For params, see mk_select() and run_query()'''
589
    recover = kw_args.pop('recover', None)
590
    cacheable = kw_args.pop('cacheable', True)
591 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
592 2054 aaronmk
593 2791 aaronmk
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
594
        log_level=log_level)
595 2054 aaronmk
596 2788 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
597
    embeddable=False):
598 1960 aaronmk
    '''
599
    @param returning str|None An inserted column (such as pkey) to return
600 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
601 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
602
        query will be fully cached, not just if it raises an exception.
603 1960 aaronmk
    '''
604 2754 aaronmk
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
605 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
606 2646 aaronmk
    if cols != None:
607
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
608 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
609 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
610 2063 aaronmk
611
    # Build query
612 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
613
    query = first_line
614 2467 aaronmk
    if cols != None: query += '\n('+', '.join(cols)+')'
615
    query += '\n'+select_query
616 2063 aaronmk
617
    if returning != None:
618 2743 aaronmk
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
619 2063 aaronmk
620 2070 aaronmk
    if embeddable:
621 2327 aaronmk
        assert returning != None
622
623 2070 aaronmk
        # Create function
624 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
625 2327 aaronmk
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
626 2189 aaronmk
        while True:
627
            try:
628 2698 aaronmk
                function = sql_gen.TempFunction(function_name, db.autocommit)
629 2194 aaronmk
630 2189 aaronmk
                function_query = '''\
631 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
632 2467 aaronmk
RETURNS '''+return_type+'''
633
LANGUAGE sql
634
AS $$
635 2788 aaronmk
'''+query+''';
636 2467 aaronmk
$$;
637 2070 aaronmk
'''
638 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
639 2464 aaronmk
                    log_ignore_excs=(DuplicateFunctionException,))
640 2189 aaronmk
                break # this version was successful
641
            except DuplicateFunctionException, e:
642
                function_name = next_version(function_name)
643
                # try again with next version of name
644 2070 aaronmk
645 2337 aaronmk
        # Return query that uses function
646 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
647 2742 aaronmk
            [returning]) # AS clause requires function alias
648 2787 aaronmk
        return mk_select(db, func_table, start=0, order_by=None)
649 2070 aaronmk
650 2787 aaronmk
    return query
651 2066 aaronmk
652
def insert_select(db, *args, **kw_args):
653 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
654 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
655
        values in
656 2072 aaronmk
    '''
657 2386 aaronmk
    into = kw_args.pop('into', None)
658
    if into != None: kw_args['embeddable'] = True
659 2066 aaronmk
    recover = kw_args.pop('recover', None)
660
    cacheable = kw_args.pop('cacheable', True)
661 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
662 2066 aaronmk
663 2789 aaronmk
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
664 2787 aaronmk
        recover=recover, cacheable=cacheable, log_level=log_level)
665 2063 aaronmk
666 2738 aaronmk
default = sql_gen.default # tells insert() to use the default value for a column
667 2066 aaronmk
668 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
669 2085 aaronmk
    '''For params, see insert_select()'''
670 1960 aaronmk
    if lists.is_seq(row): cols = None
671
    else:
672
        cols = row.keys()
673
        row = row.values()
674 2738 aaronmk
    row = list(row) # ensure that "== []" works
675 1960 aaronmk
676 2738 aaronmk
    if row == []: query = None
677
    else: query = sql_gen.Values(row).to_str(db)
678 1961 aaronmk
679 2788 aaronmk
    return insert_select(db, table, cols, query, *args, **kw_args)
680 11 aaronmk
681 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
682
    '''
683
    @param changes [(col, new_value),...]
684
        * container can be any iterable type
685
        * col: sql_gen.Code|str (for col name)
686
        * new_value: sql_gen.Code|literal value
687
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
688
    @return str query
689
    '''
690
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
691 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
692 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
693 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
694 2402 aaronmk
695
    return query
696
697
def update(db, *args, **kw_args):
698
    '''For params, see mk_update() and run_query()'''
699
    recover = kw_args.pop('recover', None)
700
701 2791 aaronmk
    return run_query(db, mk_update(db, *args, **kw_args), recover)
702 2402 aaronmk
703 135 aaronmk
def last_insert_id(db):
704 1849 aaronmk
    module = util.root_module(db.db)
705 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
706
    elif module == 'MySQLdb': return db.insert_id()
707
    else: return None
708 13 aaronmk
709 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
710 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
711 2415 aaronmk
    to names that will be distinct among the columns' tables.
712 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
713 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
714
    @param into The table for the new columns.
715 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
716
        columns will be included in the mapping even if they are not in cols.
717
        The tables of the provided Col objects will be changed to into, so make
718
        copies of them if you want to keep the original tables.
719
    @param as_items Whether to return a list of dict items instead of a dict
720 2383 aaronmk
    @return dict(orig_col=new_col, ...)
721
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
722 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
723
        * All mappings use the into table so its name can easily be
724 2383 aaronmk
          changed for all columns at once
725
    '''
726 2415 aaronmk
    cols = lists.uniqify(cols)
727
728 2394 aaronmk
    items = []
729 2389 aaronmk
    for col in preserve:
730 2390 aaronmk
        orig_col = copy.copy(col)
731 2392 aaronmk
        col.table = into
732 2394 aaronmk
        items.append((orig_col, col))
733
    preserve = set(preserve)
734
    for col in cols:
735 2716 aaronmk
        if col not in preserve:
736
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
737 2394 aaronmk
738
    if not as_items: items = dict(items)
739
    return items
740 2383 aaronmk
741 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
742 2391 aaronmk
    '''For params, see mk_flatten_mapping()
743
    @return See return value of mk_flatten_mapping()
744
    '''
745 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
746
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
747 2786 aaronmk
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
748 2392 aaronmk
        into=into)
749 2394 aaronmk
    return dict(items)
750 2391 aaronmk
751 2751 aaronmk
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
752
    cols = map(sql_gen.to_name_only_col, cols)
753
754
    columns_cols = ['column']
755
    columns = sql_gen.NamedValues('columns', columns_cols,
756
        [[c.name] for c in cols])
757
    values_cols = ['value', 'error_code', 'error']
758
    values = sql_gen.NamedValues('values', values_cols,
759
        [value, error_code, error])
760
761
    select_cols = columns_cols+values_cols
762
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
763 2755 aaronmk
    errors_table = sql_gen.NamedTable('errors', errors_table)
764 2751 aaronmk
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
765
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
766
        sql_gen.filter_out)]
767
768
    return mk_insert_select(db, errors_table, name_only_cols,
769 2787 aaronmk
        mk_select(db, joins, select_cols, order_by=None))
770 2751 aaronmk
771 2758 aaronmk
def track_data_error(db, errors_table, *args, **kw_args):
772
    '''
773
    @param errors_table If None, does nothing.
774
    '''
775
    if errors_table == None: return
776
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
777
        cacheable=True, log_level=4)
778
779 2704 aaronmk
def cast(db, type_, col, errors_table=None):
780
    '''Casts an (unrenamed) column or value.
781 2769 aaronmk
    If errors_table set and col has srcs, saves errors in errors_table (using
782
    col's srcs attr as the source columns) and converts errors to warnings.
783 2704 aaronmk
    @param col sql_gen.Col|sql_gen.Literal
784
    @param errors_table None|sql_gen.Table|str
785
    '''
786 2769 aaronmk
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
787
        and col.srcs != ())
788
    if not save_errors: # can't save errors
789
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
790 2704 aaronmk
791
    assert not isinstance(col, sql_gen.NamedCol)
792
793 2770 aaronmk
    errors_table = sql_gen.as_Table(errors_table)
794
    srcs = map(sql_gen.to_name_only_col, col.srcs)
795
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
796 2704 aaronmk
    function = sql_gen.TempFunction(function_name, db.autocommit)
797
798 2718 aaronmk
    while True:
799
        # Create function definition
800
        query = '''\
801 2704 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
802
RETURNS '''+type_+'''
803
LANGUAGE plpgsql
804
STRICT
805
AS $$
806
BEGIN
807
    /* The explicit cast to the return type is needed to make the cast happen
808
    inside the try block. (Implicit casts to the return type happen at the end
809
    of the function, outside any block.) */
810
    RETURN value::'''+type_+''';
811
EXCEPTION
812
    WHEN data_exception THEN
813
        -- Save error in errors table.
814 2751 aaronmk
        -- Insert the value and error for *each* source column.
815
'''+mk_track_data_error(db, errors_table, srcs,
816
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
817 2704 aaronmk
818
        RAISE WARNING '%', SQLERRM;
819
        RETURN NULL;
820
END;
821
$$;
822
'''
823 2718 aaronmk
824
        # Create function
825
        try:
826
            run_query(db, query, recover=True, cacheable=True,
827
                log_ignore_excs=(DuplicateFunctionException,))
828
            break # successful
829
        except DuplicateFunctionException:
830 2770 aaronmk
            function.name = next_version(function.name)
831
            # try again with next version of name
832 2704 aaronmk
833
    return sql_gen.FunctionCall(function, col)
834
835 2414 aaronmk
##### Database structure queries
836
837 2426 aaronmk
def table_row_count(db, table, recover=None):
838 2786 aaronmk
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
839 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
840 2426 aaronmk
841 2414 aaronmk
def table_cols(db, table, recover=None):
842
    return list(col_names(select(db, table, limit=0, order_by=None,
843 2443 aaronmk
        recover=recover, log_level=4)))
844 2414 aaronmk
845 2291 aaronmk
def pkey(db, table, recover=None):
846 832 aaronmk
    '''Assumed to be first column in table'''
847 2339 aaronmk
    return table_cols(db, table, recover)[0]
848 832 aaronmk
849 2559 aaronmk
not_null_col = 'not_null_col'
850 2340 aaronmk
851
def table_not_null_col(db, table, recover=None):
852
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
853
    if not_null_col in table_cols(db, table, recover): return not_null_col
854
    else: return pkey(db, table, recover)
855
856 853 aaronmk
def index_cols(db, table, index):
857
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
858
    automatically created. When you don't know whether something is a UNIQUE
859
    constraint or a UNIQUE index, use this function.'''
860 1909 aaronmk
    module = util.root_module(db.db)
861
    if module == 'psycopg2':
862
        return list(values(run_query(db, '''\
863 853 aaronmk
SELECT attname
864 866 aaronmk
FROM
865
(
866
        SELECT attnum, attname
867
        FROM pg_index
868
        JOIN pg_class index ON index.oid = indexrelid
869
        JOIN pg_class table_ ON table_.oid = indrelid
870
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
871
        WHERE
872 2782 aaronmk
            table_.relname = '''+db.esc_value(table)+'''
873
            AND index.relname = '''+db.esc_value(index)+'''
874 866 aaronmk
    UNION
875
        SELECT attnum, attname
876
        FROM
877
        (
878
            SELECT
879
                indrelid
880
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
881
                    AS indkey
882
            FROM pg_index
883
            JOIN pg_class index ON index.oid = indexrelid
884
            JOIN pg_class table_ ON table_.oid = indrelid
885
            WHERE
886 2782 aaronmk
                table_.relname = '''+db.esc_value(table)+'''
887
                AND index.relname = '''+db.esc_value(index)+'''
888 866 aaronmk
        ) s
889
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
890
) s
891 853 aaronmk
ORDER BY attnum
892 2782 aaronmk
'''
893
            , cacheable=True, log_level=4)))
894 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
895
        ' database')
896 853 aaronmk
897 464 aaronmk
def constraint_cols(db, table, constraint):
898 1849 aaronmk
    module = util.root_module(db.db)
899 464 aaronmk
    if module == 'psycopg2':
900
        return list(values(run_query(db, '''\
901
SELECT attname
902
FROM pg_constraint
903
JOIN pg_class ON pg_class.oid = conrelid
904
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
905
WHERE
906 2783 aaronmk
    relname = '''+db.esc_value(table)+'''
907
    AND conname = '''+db.esc_value(constraint)+'''
908 464 aaronmk
ORDER BY attnum
909 2783 aaronmk
'''
910
            )))
911 464 aaronmk
    else: raise NotImplementedError("Can't list constraint columns for "+module+
912
        ' database')
913
914 2096 aaronmk
row_num_col = '_row_num'
915
916 2688 aaronmk
def add_index(db, exprs, table=None, unique=False):
917
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
918 2538 aaronmk
    Currently, only function calls are supported as expressions.
919
    '''
920 2688 aaronmk
    if not lists.is_seq(exprs): exprs = [exprs]
921 2538 aaronmk
922 2688 aaronmk
    # Parse exprs
923
    old_exprs = exprs[:]
924
    exprs = []
925
    cols = []
926
    for i, expr in enumerate(old_exprs):
927
        expr = copy.deepcopy(expr) # don't modify input!
928
        expr = sql_gen.as_Col(expr)
929
930
        # Extract col
931
        if isinstance(expr, sql_gen.FunctionCall):
932
            col = expr.args[0]
933
            expr = sql_gen.Expr(expr)
934
        else: col = expr
935
936
        # Extract table
937
        if table == None:
938
            assert sql_gen.is_table_col(col)
939
            table = col.table
940
941
        col.table = None
942
943
        exprs.append(expr)
944
        cols.append(col)
945 2408 aaronmk
946 2688 aaronmk
    table = sql_gen.as_Table(table)
947
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
948
949
    str_ = 'CREATE'
950
    if unique: str_ += ' UNIQUE'
951
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
952
        ', '.join((v.to_str(db) for v in exprs)))+')'
953
954
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
955 2408 aaronmk
    except DuplicateTableException: pass # index already existed
956
957 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
958
    '''Adds a primary key.
959
    @param cols [sql_gen.Col,...] The columns in the primary key.
960
        Defaults to the first column in the table.
961 2406 aaronmk
    @pre The table must not already have a primary key.
962
    '''
963
    table = sql_gen.as_Table(table)
964 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
965
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
966 2406 aaronmk
967 2781 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
968
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
969
        log_ignore_excs=(DuplicateTableException,))
970 2406 aaronmk
971 2772 aaronmk
already_indexed = object() # tells add_indexes() the pkey has already been added
972
973
def add_indexes(db, table, has_pkey=True):
974
    '''Adds an index on all columns in a table.
975
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
976
        index should be added on the first column.
977
        * If already_indexed, the pkey is assumed to have already been added
978
    '''
979
    cols = table_cols(db, table)
980
    if has_pkey:
981
        if has_pkey is not already_indexed: add_pkey(db, table)
982
        cols = cols[1:]
983
    for col in cols: add_index(db, col, table)
984
985 2086 aaronmk
def add_row_num(db, table):
986 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
987
    be the primary key.'''
988 2320 aaronmk
    table = sql_gen.as_Table(table).to_str(db)
989 2096 aaronmk
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
990 2443 aaronmk
        +' serial NOT NULL PRIMARY KEY', log_level=3)
991 2086 aaronmk
992 2760 aaronmk
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
993 2675 aaronmk
    '''Creates a table.
994 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
995
    @param has_pkey If set, the first column becomes the primary key.
996 2760 aaronmk
    @param col_indexes bool|[ref]
997
        * If True, indexes will be added on all non-pkey columns.
998
        * If a list reference, [0] will be set to a function to do this.
999
          This can be used to delay index creation until the table is populated.
1000 2675 aaronmk
    '''
1001
    table = sql_gen.as_Table(table)
1002
1003 2681 aaronmk
    if has_pkey:
1004
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1005
        pkey.type += ' NOT NULL PRIMARY KEY'
1006
1007 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1008 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1009
    str_ += '\n);\n'
1010 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
1011 2760 aaronmk
1012
    # Add indexes
1013 2773 aaronmk
    if has_pkey: has_pkey = already_indexed
1014
    def add_indexes_(): add_indexes(db, table, has_pkey)
1015
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1016
    elif col_indexes: add_indexes_() # add now
1017 2675 aaronmk
1018 2684 aaronmk
def vacuum(db, table):
1019
    table = sql_gen.as_Table(table)
1020
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1021
        log_level=3))
1022
1023 2732 aaronmk
def truncate(db, table, schema='public'):
1024 2777 aaronmk
    table = sql_gen.as_Table(table, schema)
1025 2733 aaronmk
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1026 2732 aaronmk
1027 2729 aaronmk
def tables(db, schema_like='public', table_like='%', exact=False):
1028
    if exact: compare = '='
1029
    else: compare = 'LIKE'
1030
1031 1849 aaronmk
    module = util.root_module(db.db)
1032 832 aaronmk
    if module == 'psycopg2':
1033 2779 aaronmk
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1034
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1035
        return values(select(db, 'pg_tables', ['tablename'], conds,
1036
            order_by='tablename', log_level=4))
1037 1968 aaronmk
    elif module == 'MySQLdb':
1038 2779 aaronmk
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1039
            , cacheable=True, log_level=4))
1040 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1041 830 aaronmk
1042 2726 aaronmk
def table_exists(db, table):
1043
    table = sql_gen.as_Table(table)
1044 2730 aaronmk
    return list(tables(db, table.schema, table.name, exact=True)) != []
1045 2726 aaronmk
1046
def errors_table(db, table, if_exists=True):
1047
    '''
1048
    @param if_exists If set, returns None if the errors table doesn't exist
1049
    @return None|sql_gen.Table
1050
    '''
1051
    table = sql_gen.as_Table(table)
1052
    if table.srcs != (): table = table.srcs[0]
1053
1054
    errors_table = sql_gen.suffixed_table(table, '.errors')
1055
    if if_exists and not table_exists(db, errors_table): return None
1056
    return errors_table
1057
1058 833 aaronmk
##### Database management
1059
1060 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1061
    '''For kw_args, see tables()'''
1062
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1063 833 aaronmk
1064 832 aaronmk
##### Heuristic queries
1065
1066 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1067 1554 aaronmk
    '''Recovers from errors.
1068 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1069
    '''
1070 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1071 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1072
1073 471 aaronmk
    try:
1074 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1075 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1076
            row_ct_ref[0] += cur.rowcount
1077
        return value(cur)
1078 471 aaronmk
    except DuplicateKeyException, e:
1079 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1080
            util.dict_subset_right_join(row, e.cols))
1081
        return value(select(db, table, [pkey_], row, recover=True))
1082 471 aaronmk
1083 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1084 830 aaronmk
    '''Recovers from errors'''
1085 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1086 14 aaronmk
    except StopIteration:
1087 40 aaronmk
        if not create: raise
1088 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1089 2078 aaronmk
1090 2593 aaronmk
def is_func_result(col):
1091
    return col.table.name.find('(') >= 0 and col.name == 'result'
1092
1093 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1094 2615 aaronmk
    def in_col_str(in_col):
1095
        in_col = sql_gen.remove_col_rename(in_col)
1096
        if isinstance(in_col, sql_gen.Col):
1097
            table = in_col.table
1098
            if table == in_tables0:
1099
                in_col = sql_gen.to_name_only_col(in_col)
1100
            elif is_func_result(in_col): in_col = table # omit col name
1101
        return str(in_col)
1102
1103 2580 aaronmk
    str_ = str(out_table)
1104
    if is_func:
1105 2615 aaronmk
        str_ += '('
1106 2580 aaronmk
1107 2615 aaronmk
        try: value_in_col = mapping['value']
1108
        except KeyError:
1109 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1110 2615 aaronmk
                for k, v in mapping.iteritems()))
1111
        else: str_ += in_col_str(value_in_col)
1112
1113
        str_ += ')'
1114 2580 aaronmk
    else: str_ += '_pkeys'
1115
    return str_
1116
1117 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1118 2552 aaronmk
    default=None, is_func=False):
1119 2078 aaronmk
    '''Recovers from errors.
1120
    Only works under PostgreSQL (uses INSERT RETURNING).
1121 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1122
        tables to join with it using the main input table's pkey
1123 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1124 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1125
        * in_table_col: sql_gen.Col|literal-value
1126 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1127 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1128 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1129
        If this output column does not exist in the mapping, uses None.
1130 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1131 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1132 2078 aaronmk
    '''
1133 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1134 2312 aaronmk
1135 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1136 2505 aaronmk
    def col_ustr(str_):
1137 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1138 2450 aaronmk
1139 2768 aaronmk
    out_pkey = pkey(db, out_table, recover=True)
1140
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1141
1142
    if mapping == {}: # need at least one column for INSERT SELECT
1143
        mapping = {out_pkey: None} # ColDict will replace with default value
1144
1145 2486 aaronmk
    log_debug('********** New iteration **********')
1146 2505 aaronmk
    log_debug('Inserting these input columns into '+strings.as_tt(
1147
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1148 2463 aaronmk
1149 2382 aaronmk
    # Create input joins from list of input tables
1150
    in_tables_ = in_tables[:] # don't modify input!
1151
    in_tables0 = in_tables_.pop(0) # first table is separate
1152 2735 aaronmk
    errors_table_ = errors_table(db, in_tables0)
1153 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1154 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1155 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1156
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1157 2131 aaronmk
1158 2592 aaronmk
    if into == None:
1159
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1160
    into = sql_gen.as_Table(into)
1161
1162 2702 aaronmk
    # Set column sources
1163
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1164
    for col in in_cols:
1165
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1166
1167 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1168 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1169 2584 aaronmk
    in_table = sql_gen.Table('in')
1170 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1171
        preserve=[in_pkey_col], start=0))
1172 2395 aaronmk
    input_joins = [in_table]
1173 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1174 2395 aaronmk
1175 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1176
        # after applying dicts.join() because that returns a plain dict
1177
1178 2509 aaronmk
    # Resolve default value column
1179
    try: default = mapping[default]
1180
    except KeyError:
1181
        if default != None:
1182
            db.log_debug('Default value column '
1183
                +strings.as_tt(strings.repr_no_u(default))
1184 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1185 2509 aaronmk
            default = None
1186
1187 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1188 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1189
1190 2201 aaronmk
    pkeys_table_exists_ref = [False]
1191 2420 aaronmk
    def insert_into_pkeys(joins, cols):
1192 2786 aaronmk
        query = mk_select(db, joins, cols, order_by=None, start=0)
1193 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1194 2786 aaronmk
            insert_select(db, into, pkeys_names, query)
1195 2201 aaronmk
        else:
1196 2786 aaronmk
            run_query_into(db, query, into=into)
1197 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1198
1199 2429 aaronmk
    limit_ref = [None]
1200 2380 aaronmk
    conds = set()
1201 2233 aaronmk
    distinct_on = []
1202 2325 aaronmk
    def mk_main_select(joins, cols):
1203 2429 aaronmk
        return mk_select(db, joins, cols, conds, distinct_on,
1204
            limit=limit_ref[0], start=0)
1205 2132 aaronmk
1206 2519 aaronmk
    exc_strs = set()
1207 2309 aaronmk
    def log_exc(e):
1208 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1209
        log_debug('Caught exception: '+e_str)
1210
        assert e_str not in exc_strs # avoid infinite loops
1211
        exc_strs.add(e_str)
1212 2735 aaronmk
1213 2451 aaronmk
    def remove_all_rows():
1214 2450 aaronmk
        log_debug('Returning NULL for all rows')
1215 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1216 2735 aaronmk
1217 2758 aaronmk
    def ignore(in_col, value, e):
1218
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1219
            e.cause.pgerror)
1220
1221 2545 aaronmk
        in_col_str = strings.as_tt(repr(in_col))
1222 2544 aaronmk
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1223
            level=2.5)
1224 2537 aaronmk
        add_index(db, in_col)
1225 2735 aaronmk
1226 2545 aaronmk
        log_debug('Ignoring rows with '+in_col_str+' = '
1227
            +strings.as_tt(repr(value)))
1228 2758 aaronmk
    def remove_rows(in_col, value, e):
1229
        ignore(in_col, value, e)
1230 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1231
        assert cond not in conds # avoid infinite loops
1232 2380 aaronmk
        conds.add(cond)
1233 2758 aaronmk
    def invalid2null(in_col, value, e):
1234
        ignore(in_col, value, e)
1235 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1236
            sql_gen.ColValueCond(in_col, value))
1237 2245 aaronmk
1238 2589 aaronmk
    def insert_pkeys_table(which):
1239
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1240
            '_insert_'+which+'_pkeys'))
1241
    insert_out_pkeys = insert_pkeys_table('out')
1242
    insert_in_pkeys = insert_pkeys_table('in')
1243
1244 2206 aaronmk
    # Do inserts and selects
1245 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1246 2206 aaronmk
    while True:
1247 2521 aaronmk
        if limit_ref[0] == 0: # special case
1248
            log_debug('Creating an empty pkeys table')
1249 2786 aaronmk
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1250 2521 aaronmk
                limit=limit_ref[0]), into=insert_out_pkeys)
1251
            break # don't do main case
1252
1253 2303 aaronmk
        has_joins = join_cols != {}
1254
1255 2305 aaronmk
        # Prepare to insert new rows
1256 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1257 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1258 2303 aaronmk
        if has_joins:
1259 2317 aaronmk
            distinct_on = [v.to_Col() for v in join_cols.values()]
1260 2325 aaronmk
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1261
                sql_gen.filter_out))
1262
        else:
1263 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1264 2786 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())
1265 2303 aaronmk
1266 2486 aaronmk
        log_debug('Trying to insert new rows')
1267 2206 aaronmk
        try:
1268 2518 aaronmk
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1269
                **insert_args)
1270 2357 aaronmk
            break # insert successful
1271 2206 aaronmk
        except DuplicateKeyException, e:
1272 2309 aaronmk
            log_exc(e)
1273
1274 2258 aaronmk
            old_join_cols = join_cols.copy()
1275 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1276 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1277 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1278 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1279 2230 aaronmk
        except NullValueException, e:
1280 2309 aaronmk
            log_exc(e)
1281
1282 2230 aaronmk
            out_col, = e.cols
1283
            try: in_col = mapping[out_col]
1284 2356 aaronmk
            except KeyError:
1285 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1286 2451 aaronmk
                remove_all_rows()
1287 2758 aaronmk
            else: remove_rows(in_col, None, e)
1288 2542 aaronmk
        except FunctionValueException, e:
1289
            log_exc(e)
1290
1291
            func_name = e.name
1292
            value = e.value
1293
            for out_col, in_col in mapping.iteritems():
1294 2758 aaronmk
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1295
                invalid2null(in_col, value, e)
1296 2525 aaronmk
        except MissingCastException, e:
1297
            log_exc(e)
1298
1299
            out_col = e.col
1300 2706 aaronmk
            type_ = e.type
1301
1302 2724 aaronmk
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1303
                +strings.as_tt(type_))
1304 2735 aaronmk
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1305 2705 aaronmk
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1306 2429 aaronmk
        except DatabaseErrors, e:
1307
            log_exc(e)
1308
1309 2531 aaronmk
            msg = 'No handler for exception: '+exc.str_(e)
1310 2451 aaronmk
            warnings.warn(DbWarning(msg))
1311
            log_debug(msg)
1312
            remove_all_rows()
1313 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1314 2132 aaronmk
1315 2357 aaronmk
    if row_ct_ref != None and cur.rowcount >= 0:
1316
        row_ct_ref[0] += cur.rowcount
1317
1318
    if has_joins:
1319
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1320 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1321 2420 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols)
1322 2357 aaronmk
    else:
1323 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1324 2357 aaronmk
1325 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1326 2786 aaronmk
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1327 2404 aaronmk
            into=insert_in_pkeys)
1328
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1329 2357 aaronmk
1330 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1331
            insert_in_pkeys)
1332
1333 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1334 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1335 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1336 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1337 2357 aaronmk
1338 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1339 2594 aaronmk
    add_pkey(db, into)
1340 2407 aaronmk
1341 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1342 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1343 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1344
        # must use join_same_not_null or query will take forever
1345 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1346 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1347 2357 aaronmk
1348 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1349 2428 aaronmk
1350 2702 aaronmk
    srcs = []
1351
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
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    return sql_gen.Col(out_pkey, into, srcs)
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##### Data cleanup
1355
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def cleanup_table(db, table, cols):
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    table = sql_gen.as_Table(table)
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    cols = map(sql_gen.as_Col, cols)
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    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1361
        +db.esc_value(r'\N')+')')
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    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1363
        for v in cols]
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    update(db, table, changes)