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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()'''
30
    exc.add_msg(e, 'query: '+str(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)
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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
78
79
class DbWarning(UserWarning): pass
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##### Result retrieval
82
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def col_names(cur): return (col[0] for col in cur.description)
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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]
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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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##### Input validation
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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 = '`'
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)
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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 = {
133
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
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    'PostgreSQL': ('psycopg2', {}),
135
}
136
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DatabaseErrors_set = set([DbException])
138
DatabaseErrors = tuple(DatabaseErrors_set)
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140
def _add_module(module):
141
    DatabaseErrors_set.add(module.DatabaseError)
142
    global DatabaseErrors
143
    DatabaseErrors = tuple(DatabaseErrors_set)
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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
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        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()
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        else: raise AttributeError()
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    def __getstate__(self):
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        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):
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        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)
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            _add_module(module)
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            for orig, new in mappings.iteritems():
189
                try: util.rename_key(db_config, orig, new)
190
                except KeyError: pass
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            # Connect
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            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)+', '
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                    for s in schemas.split(',')))
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                self.run_query("SELECT set_config('search_path', \
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%s || current_setting('search_path'), false)", [schemas_], 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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            self._is_insert = query.upper().find('INSERT') >= 0
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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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                    return_value = 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()
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                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 return_value
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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
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            # 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),
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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()
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                except StopIteration: return None
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    def esc_value(self, value):
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        try: str_ = self.mogrify('%s', [value])
263
        except NotImplementedError, e:
264
            module = util.root_module(self.db)
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            if module == 'MySQLdb':
266
                import _mysql
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                str_ = _mysql.escape_string(value)
268
            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):
278
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
279
        else: raise NotImplementedError("Can't mogrify query")
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    def print_notices(self):
282
        for msg in self.db.notices:
283
            if msg not in self._notices_seen:
284
                self._notices_seen.add(msg)
285
                self.log_debug(msg, level=2)
286
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    def run_query(self, query, params=None, cacheable=False, log_level=2,
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        debug_msg_ref=None):
289 2445 aaronmk
        '''
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        @param log_ignore_excs The log_level will be increased by 2 if the query
291
            throws one of these exceptions.
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        @param debug_msg_ref If specified, the log message will be returned in
293
            this instead of being output. This allows you to filter log messages
294
            depending on the result of the query.
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        '''
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        assert query != None
297
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        if not self.caching: cacheable = False
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        used_cache = False
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301
        def log_msg(query):
302
            if used_cache: cache_status = 'cache hit'
303
            elif cacheable: cache_status = 'cache miss'
304
            else: cache_status = 'non-cacheable'
305
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
306
307 1903 aaronmk
        try:
308 1927 aaronmk
            # Get cursor
309
            if cacheable:
310
                query_lookup = _query_lookup(query, params)
311
                try:
312
                    cur = self.query_results[query_lookup]
313
                    used_cache = True
314
                except KeyError: cur = self.DbCursor(self)
315
            else: cur = self.db.cursor()
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317 2664 aaronmk
            # Log query
318
            if self.debug and debug_msg_ref == None: # log before running
319
                self.log_debug(log_msg(query), log_level)
320
321 1927 aaronmk
            # Run query
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            cur.execute(query, params)
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        finally:
324 2671 aaronmk
            self.print_notices()
325 2664 aaronmk
            if self.debug and debug_msg_ref != None: # return after running
326
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query,
327
                    params)))
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329
        return cur
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331
    def is_cached(self, query, params=None):
332
        return _query_lookup(query, params) in self.query_results
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    def with_autocommit(self, func, autocommit=True):
335
        prev_autocommit = self.db.autocommit
336
        self.db.autocommit = autocommit
337
        try: return func()
338
        finally: self.db.autocommit = prev_autocommit
339
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    def with_savepoint(self, func):
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        savepoint = 'level_'+str(self._savepoint)
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        self.run_query('SAVEPOINT '+savepoint, log_level=4)
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        self._savepoint += 1
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        try:
345 2139 aaronmk
            try: return_val = func()
346
            finally:
347
                self._savepoint -= 1
348
                assert self._savepoint >= 0
349
        except:
350 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
351 2139 aaronmk
            raise
352
        else:
353 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
354 2191 aaronmk
            self.do_autocommit()
355 2139 aaronmk
            return return_val
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357
    def do_autocommit(self):
358
        '''Autocommits if outside savepoint'''
359
        assert self._savepoint >= 0
360
        if self.autocommit and self._savepoint == 0:
361 2668 aaronmk
            self.log_debug('Autocommitting')
362 2191 aaronmk
            self.db.commit()
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364
    def col_default(self, col):
365
        table = sql_gen.Table('columns', 'information_schema')
366
367
        conds = [('table_name', col.table.name), ('column_name', col.name)]
368
        schema = col.table.schema
369
        if schema != None: conds.append(('table_schema', schema))
370
371 2660 aaronmk
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
372
            conds, order_by='table_schema', limit=1, log_level=3)))
373 2643 aaronmk
            # TODO: order_by search_path schema order
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connect = DbConn
376
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##### Querying
378
379 1894 aaronmk
def run_raw_query(db, *args, **kw_args):
380 2085 aaronmk
    '''For params, see DbConn.run_query()'''
381 1894 aaronmk
    return db.run_query(*args, **kw_args)
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def mogrify(db, query, params):
384
    module = util.root_module(db.db)
385
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
386
    else: raise NotImplementedError("Can't mogrify query for "+module+
387
        ' database')
388
389 832 aaronmk
##### Recoverable querying
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def with_savepoint(db, func): return db.with_savepoint(func)
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def run_query(db, query, params=None, recover=None, cacheable=False,
394
    log_level=2, log_ignore_excs=None, **kw_args):
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    '''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 = ()
398
    log_ignore_excs = tuple(log_ignore_excs)
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    debug_msg_ref = None # usually, db.run_query() logs query before running it
401
    # But if filtering with log_ignore_excs, wait until after exception parsing
402
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
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404 2148 aaronmk
    try:
405 2464 aaronmk
        try:
406
            def run(): return run_raw_query(db, query, params, cacheable,
407
                log_level, debug_msg_ref, **kw_args)
408
            if recover and not db.is_cached(query, params):
409
                return with_savepoint(db, run)
410
            else: return run() # don't need savepoint if cached
411
        except Exception, e:
412
            if not recover: raise # need savepoint to run index_cols()
413
            msg = exc.str_(e)
414
415
            match = re.search(r'duplicate key value violates unique constraint '
416 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
417 2464 aaronmk
            if match:
418
                constraint, table = match.groups()
419
                try: cols = index_cols(db, table, constraint)
420
                except NotImplementedError: raise e
421
                else: raise DuplicateKeyException(constraint, cols, e)
422
423 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
424 2464 aaronmk
                r' constraint', msg)
425
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
426
427
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
428
                r'|date/time field value out of range): "(.+?)"\n'
429 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
430 2464 aaronmk
            if match:
431
                value, name = match.groups()
432
                raise FunctionValueException(name, strings.to_unicode(value), e)
433
434 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
435 2523 aaronmk
                r'is of type', msg)
436
            if match:
437
                col, type_ = match.groups()
438
                raise MissingCastException(type_, col, e)
439
440 2493 aaronmk
            match = re.search(r'relation "(.+?)" already exists', msg)
441 2464 aaronmk
            if match: raise DuplicateTableException(match.group(1), e)
442
443 2493 aaronmk
            match = re.search(r'function "(.+?)" already exists', msg)
444 2464 aaronmk
            if match: raise DuplicateFunctionException(match.group(1), e)
445
446
            raise # no specific exception raised
447
    except log_ignore_excs:
448
        log_level += 2
449
        raise
450
    finally:
451 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
452
            db.log_debug(debug_msg_ref[0], log_level)
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##### Basic queries
455
456 2153 aaronmk
def next_version(name):
457 2163 aaronmk
    version = 1 # first existing name was version 0
458 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
459 2153 aaronmk
    if match:
460 2586 aaronmk
        name, version = match.groups()
461
        version = int(version)+1
462 2588 aaronmk
    return sql_gen.add_suffix(name, '#'+str(version))
463 2153 aaronmk
464 2386 aaronmk
def run_query_into(db, query, params, into=None, *args, **kw_args):
465 2085 aaronmk
    '''Outputs a query to a temp table.
466
    For params, see run_query().
467
    '''
468 2386 aaronmk
    if into == None: return run_query(db, query, params, *args, **kw_args)
469 2085 aaronmk
    else: # place rows in temp table
470 2386 aaronmk
        assert isinstance(into, sql_gen.Table)
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472 2153 aaronmk
        kw_args['recover'] = True
473 2464 aaronmk
        kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
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475 2468 aaronmk
        temp = not db.autocommit # tables are permanent in autocommit mode
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        # "temporary tables cannot specify a schema name", so remove schema
477
        if temp: into.schema = None
478
479 2153 aaronmk
        while True:
480
            try:
481 2194 aaronmk
                create_query = 'CREATE'
482 2440 aaronmk
                if temp: create_query += ' TEMP'
483 2467 aaronmk
                create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
484 2194 aaronmk
485
                return run_query(db, create_query, params, *args, **kw_args)
486 2153 aaronmk
                    # CREATE TABLE AS sets rowcount to # rows in query
487
            except DuplicateTableException, e:
488 2386 aaronmk
                into.name = next_version(into.name)
489 2153 aaronmk
                # try again with next version of name
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order_by_pkey = object() # tells mk_select() to order by the pkey
492
493 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
494
495 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
496 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
497 1981 aaronmk
    '''
498 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
499 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
500 1981 aaronmk
    @param fields Use None to select all fields in the table
501 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
502 2379 aaronmk
        * container can be any iterable type
503 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
504
        * compare_right_side: sql_gen.ValueCond|literal value
505 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
506
        use all columns
507 2054 aaronmk
    @return tuple(query, params)
508 1981 aaronmk
    '''
509 2315 aaronmk
    # Parse tables param
510 2121 aaronmk
    if not lists.is_seq(tables): tables = [tables]
511 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
512 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
513 2121 aaronmk
514 2315 aaronmk
    # Parse other params
515 2376 aaronmk
    if conds == None: conds = []
516 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
517 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
518 135 aaronmk
    assert limit == None or type(limit) == int
519 865 aaronmk
    assert start == None or type(start) == int
520 2315 aaronmk
    if order_by is order_by_pkey:
521
        if distinct_on != []: order_by = None
522
        else: order_by = pkey(db, table0, recover=True)
523 865 aaronmk
524 2315 aaronmk
    query = 'SELECT'
525 2056 aaronmk
526 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
527 2056 aaronmk
528 2200 aaronmk
    # DISTINCT ON columns
529 2233 aaronmk
    if distinct_on != []:
530 2467 aaronmk
        query += '\nDISTINCT'
531 2254 aaronmk
        if distinct_on is not distinct_on_all:
532 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
533
534
    # Columns
535 2467 aaronmk
    query += '\n'
536 1135 aaronmk
    if fields == None: query += '*'
537 2479 aaronmk
    else: query += '\n, '.join(map(parse_col, fields))
538 2200 aaronmk
539
    # Main table
540 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
541 865 aaronmk
542 2122 aaronmk
    # Add joins
543 2271 aaronmk
    left_table = table0
544 2263 aaronmk
    for join_ in tables:
545
        table = join_.table
546 2238 aaronmk
547 2343 aaronmk
        # Parse special values
548
        if join_.type_ is sql_gen.filter_out: # filter no match
549 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
550
                None))
551 2343 aaronmk
552 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
553 2122 aaronmk
554
        left_table = table
555
556 865 aaronmk
    missing = True
557 2376 aaronmk
    if conds != []:
558 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
559
        else: whitespace = '\n'
560 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
561
            .to_str(db) for l, r in conds], 'WHERE')
562 865 aaronmk
        missing = False
563 2227 aaronmk
    if order_by != None:
564 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
565
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
566 865 aaronmk
    if start != None:
567 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
568 865 aaronmk
        missing = False
569
    if missing: warnings.warn(DbWarning(
570
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
571
572 2315 aaronmk
    return (query, [])
573 11 aaronmk
574 2054 aaronmk
def select(db, *args, **kw_args):
575
    '''For params, see mk_select() and run_query()'''
576
    recover = kw_args.pop('recover', None)
577
    cacheable = kw_args.pop('cacheable', True)
578 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
579 2054 aaronmk
580
    query, params = mk_select(db, *args, **kw_args)
581 2442 aaronmk
    return run_query(db, query, params, recover, cacheable, log_level=log_level)
582 2054 aaronmk
583 2066 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, params=None,
584 2292 aaronmk
    returning=None, embeddable=False):
585 1960 aaronmk
    '''
586
    @param returning str|None An inserted column (such as pkey) to return
587 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
588 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
589
        query will be fully cached, not just if it raises an exception.
590 1960 aaronmk
    '''
591 2328 aaronmk
    table = sql_gen.as_Table(table)
592 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
593 2646 aaronmk
    if cols != None:
594
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
595 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
596 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
597 2063 aaronmk
598
    # Build query
599 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
600
    query = first_line
601 2467 aaronmk
    if cols != None: query += '\n('+', '.join(cols)+')'
602
    query += '\n'+select_query
603 2063 aaronmk
604
    if returning != None:
605 2327 aaronmk
        returning_name = copy.copy(returning)
606
        returning_name.table = None
607
        returning_name = returning_name.to_str(db)
608 2467 aaronmk
        query += '\nRETURNING '+returning_name
609 2063 aaronmk
610 2070 aaronmk
    if embeddable:
611 2327 aaronmk
        assert returning != None
612
613 2070 aaronmk
        # Create function
614 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
615 2327 aaronmk
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
616 2189 aaronmk
        while True:
617
            try:
618 2698 aaronmk
                function = sql_gen.TempFunction(function_name, db.autocommit)
619 2194 aaronmk
620 2189 aaronmk
                function_query = '''\
621 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
622 2467 aaronmk
RETURNS '''+return_type+'''
623
LANGUAGE sql
624
AS $$
625
'''+mogrify(db, query, params)+''';
626
$$;
627 2070 aaronmk
'''
628 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
629 2464 aaronmk
                    log_ignore_excs=(DuplicateFunctionException,))
630 2189 aaronmk
                break # this version was successful
631
            except DuplicateFunctionException, e:
632
                function_name = next_version(function_name)
633
                # try again with next version of name
634 2070 aaronmk
635 2337 aaronmk
        # Return query that uses function
636 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
637 2337 aaronmk
            [returning_name]) # AS clause requires function alias
638
        return mk_select(db, func_table, start=0, order_by=None)
639 2070 aaronmk
640 2066 aaronmk
    return (query, params)
641
642
def insert_select(db, *args, **kw_args):
643 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
644 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
645
        values in
646 2072 aaronmk
    '''
647 2386 aaronmk
    into = kw_args.pop('into', None)
648
    if into != None: kw_args['embeddable'] = True
649 2066 aaronmk
    recover = kw_args.pop('recover', None)
650
    cacheable = kw_args.pop('cacheable', True)
651 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
652 2066 aaronmk
653
    query, params = mk_insert_select(db, *args, **kw_args)
654 2386 aaronmk
    return run_query_into(db, query, params, into, recover=recover,
655 2673 aaronmk
        cacheable=cacheable, log_level=log_level)
656 2063 aaronmk
657 2066 aaronmk
default = object() # tells insert() to use the default value for a column
658
659 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
660 2085 aaronmk
    '''For params, see insert_select()'''
661 1960 aaronmk
    if lists.is_seq(row): cols = None
662
    else:
663
        cols = row.keys()
664
        row = row.values()
665
    row = list(row) # ensure that "!= []" works
666
667 1961 aaronmk
    # Check for special values
668
    labels = []
669
    values = []
670
    for value in row:
671 2647 aaronmk
        value = sql_gen.remove_col_rename(sql_gen.as_Value(value)).value
672 2254 aaronmk
        if value is default: labels.append('DEFAULT')
673 1961 aaronmk
        else:
674
            labels.append('%s')
675
            values.append(value)
676
677
    # Build query
678 2467 aaronmk
    if values != []: query = 'VALUES ('+(', '.join(labels))+')'
679 2063 aaronmk
    else: query = None
680 1554 aaronmk
681 2064 aaronmk
    return insert_select(db, table, cols, query, values, *args, **kw_args)
682 11 aaronmk
683 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
684
    '''
685
    @param changes [(col, new_value),...]
686
        * container can be any iterable type
687
        * col: sql_gen.Code|str (for col name)
688
        * new_value: sql_gen.Code|literal value
689
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
690
    @return str query
691
    '''
692
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
693 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
694 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
695 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
696 2402 aaronmk
697
    return query
698
699
def update(db, *args, **kw_args):
700
    '''For params, see mk_update() and run_query()'''
701
    recover = kw_args.pop('recover', None)
702
703
    return run_query(db, mk_update(db, *args, **kw_args), [], recover)
704
705 135 aaronmk
def last_insert_id(db):
706 1849 aaronmk
    module = util.root_module(db.db)
707 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
708
    elif module == 'MySQLdb': return db.insert_id()
709
    else: return None
710 13 aaronmk
711 1968 aaronmk
def truncate(db, table, schema='public'):
712
    return run_query(db, 'TRUNCATE '+qual_name(db, schema, table)+' CASCADE')
713 832 aaronmk
714 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
715 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
716 2415 aaronmk
    to names that will be distinct among the columns' tables.
717 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
718 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
719
    @param into The table for the new columns.
720 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
721
        columns will be included in the mapping even if they are not in cols.
722
        The tables of the provided Col objects will be changed to into, so make
723
        copies of them if you want to keep the original tables.
724
    @param as_items Whether to return a list of dict items instead of a dict
725 2383 aaronmk
    @return dict(orig_col=new_col, ...)
726
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
727 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
728
        * All mappings use the into table so its name can easily be
729 2383 aaronmk
          changed for all columns at once
730
    '''
731 2415 aaronmk
    cols = lists.uniqify(cols)
732
733 2394 aaronmk
    items = []
734 2389 aaronmk
    for col in preserve:
735 2390 aaronmk
        orig_col = copy.copy(col)
736 2392 aaronmk
        col.table = into
737 2394 aaronmk
        items.append((orig_col, col))
738
    preserve = set(preserve)
739
    for col in cols:
740 2515 aaronmk
        if col not in preserve: items.append((col, sql_gen.Col(str(col), into)))
741 2394 aaronmk
742
    if not as_items: items = dict(items)
743
    return items
744 2383 aaronmk
745 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
746 2391 aaronmk
    '''For params, see mk_flatten_mapping()
747
    @return See return value of mk_flatten_mapping()
748
    '''
749 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
750
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
751 2391 aaronmk
    run_query_into(db, *mk_select(db, joins, cols, limit=limit, start=start),
752 2392 aaronmk
        into=into)
753 2394 aaronmk
    return dict(items)
754 2391 aaronmk
755 2704 aaronmk
def cast(db, type_, col, errors_table=None):
756
    '''Casts an (unrenamed) column or value.
757
    If a column, converts any errors to warnings.
758
    @param col sql_gen.Col|sql_gen.Literal
759
    @param errors_table None|sql_gen.Table|str
760
        If set and col is a column with srcs, saves any errors in this table,
761
        using column's srcs attr as the source columns.
762
    '''
763
    if isinstance(col, sql_gen.Literal): # literal value, so just cast
764
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_)
765
766
    assert isinstance(col, sql_gen.Col)
767
    assert not isinstance(col, sql_gen.NamedCol)
768
769
    save_errors = errors_table != None and col.srcs != ()
770
    if save_errors:
771
        errors_table = sql_gen.as_Table(errors_table)
772
        srcs = map(sql_gen.to_name_only_col, col.srcs)
773
        function_name = str(sql_gen.FunctionCall(type_, srcs))
774
    else: function_name = type_
775
    function = sql_gen.TempFunction(function_name, db.autocommit)
776
777
    query = '''\
778
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
779
RETURNS '''+type_+'''
780
LANGUAGE plpgsql
781
'''
782
    if not save_errors: query += 'IMMUTABLE\n'
783
    query += '''\
784
STRICT
785
AS $$
786
BEGIN
787
    /* The explicit cast to the return type is needed to make the cast happen
788
    inside the try block. (Implicit casts to the return type happen at the end
789
    of the function, outside any block.) */
790
    RETURN value::'''+type_+''';
791
EXCEPTION
792
    WHEN data_exception THEN
793
'''
794
    if save_errors:
795
        col_names = map(sql_gen.Literal, srcs)
796
        query += '''\
797
        -- Save error in errors table.
798
        BEGIN
799
            INSERT INTO '''+errors_table.to_str(db)+'''
800
            ("column", value, error)
801
            (VALUES '''+(', '.join(('('+c.to_str(db)+')' for c in col_names))
802
                )+''') AS c
803
            CROSS JOIN
804
            (VALUES (value, SQLERRM)) AS v
805
            ;
806
        EXCEPTION
807
            WHEN unique_violation THEN NULL; -- ignore duplicate key
808
        END;
809
810
'''
811
    query += '''\
812
        RAISE WARNING '%', SQLERRM;
813
        RETURN NULL;
814
END;
815
$$;
816
'''
817
    try:
818
        run_query(db, query, recover=True, cacheable=True,
819
            log_ignore_excs=(DuplicateFunctionException,))
820
    except DuplicateFunctionException: pass # function already existed
821
822
    return sql_gen.FunctionCall(function, col)
823
824 2414 aaronmk
##### Database structure queries
825
826 2426 aaronmk
def table_row_count(db, table, recover=None):
827
    return value(run_query(db, *mk_select(db, table, [sql_gen.row_count],
828 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
829 2426 aaronmk
830 2414 aaronmk
def table_cols(db, table, recover=None):
831
    return list(col_names(select(db, table, limit=0, order_by=None,
832 2443 aaronmk
        recover=recover, log_level=4)))
833 2414 aaronmk
834 2291 aaronmk
def pkey(db, table, recover=None):
835 832 aaronmk
    '''Assumed to be first column in table'''
836 2339 aaronmk
    return table_cols(db, table, recover)[0]
837 832 aaronmk
838 2559 aaronmk
not_null_col = 'not_null_col'
839 2340 aaronmk
840
def table_not_null_col(db, table, recover=None):
841
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
842
    if not_null_col in table_cols(db, table, recover): return not_null_col
843
    else: return pkey(db, table, recover)
844
845 853 aaronmk
def index_cols(db, table, index):
846
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
847
    automatically created. When you don't know whether something is a UNIQUE
848
    constraint or a UNIQUE index, use this function.'''
849 1909 aaronmk
    module = util.root_module(db.db)
850
    if module == 'psycopg2':
851
        return list(values(run_query(db, '''\
852 853 aaronmk
SELECT attname
853 866 aaronmk
FROM
854
(
855
        SELECT attnum, attname
856
        FROM pg_index
857
        JOIN pg_class index ON index.oid = indexrelid
858
        JOIN pg_class table_ ON table_.oid = indrelid
859
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
860
        WHERE
861
            table_.relname = %(table)s
862
            AND index.relname = %(index)s
863
    UNION
864
        SELECT attnum, attname
865
        FROM
866
        (
867
            SELECT
868
                indrelid
869
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
870
                    AS indkey
871
            FROM pg_index
872
            JOIN pg_class index ON index.oid = indexrelid
873
            JOIN pg_class table_ ON table_.oid = indrelid
874
            WHERE
875
                table_.relname = %(table)s
876
                AND index.relname = %(index)s
877
        ) s
878
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
879
) s
880 853 aaronmk
ORDER BY attnum
881
''',
882 2443 aaronmk
            {'table': table, 'index': index}, cacheable=True, log_level=4)))
883 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
884
        ' database')
885 853 aaronmk
886 464 aaronmk
def constraint_cols(db, table, constraint):
887 1849 aaronmk
    module = util.root_module(db.db)
888 464 aaronmk
    if module == 'psycopg2':
889
        return list(values(run_query(db, '''\
890
SELECT attname
891
FROM pg_constraint
892
JOIN pg_class ON pg_class.oid = conrelid
893
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
894
WHERE
895
    relname = %(table)s
896
    AND conname = %(constraint)s
897
ORDER BY attnum
898
''',
899
            {'table': table, 'constraint': constraint})))
900
    else: raise NotImplementedError("Can't list constraint columns for "+module+
901
        ' database')
902
903 2096 aaronmk
row_num_col = '_row_num'
904
905 2688 aaronmk
def add_index(db, exprs, table=None, unique=False):
906
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
907 2538 aaronmk
    Currently, only function calls are supported as expressions.
908
    '''
909 2688 aaronmk
    if not lists.is_seq(exprs): exprs = [exprs]
910 2538 aaronmk
911 2688 aaronmk
    # Parse exprs
912
    old_exprs = exprs[:]
913
    exprs = []
914
    cols = []
915
    for i, expr in enumerate(old_exprs):
916
        expr = copy.deepcopy(expr) # don't modify input!
917
        expr = sql_gen.as_Col(expr)
918
919
        # Extract col
920
        if isinstance(expr, sql_gen.FunctionCall):
921
            col = expr.args[0]
922
            expr = sql_gen.Expr(expr)
923
        else: col = expr
924
925
        # Extract table
926
        if table == None:
927
            assert sql_gen.is_table_col(col)
928
            table = col.table
929
930
        col.table = None
931
932
        exprs.append(expr)
933
        cols.append(col)
934 2408 aaronmk
935 2688 aaronmk
    table = sql_gen.as_Table(table)
936
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
937
938
    str_ = 'CREATE'
939
    if unique: str_ += ' UNIQUE'
940
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
941
        ', '.join((v.to_str(db) for v in exprs)))+')'
942
943
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
944 2408 aaronmk
    except DuplicateTableException: pass # index already existed
945
946 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
947
    '''Adds a primary key.
948
    @param cols [sql_gen.Col,...] The columns in the primary key.
949
        Defaults to the first column in the table.
950 2406 aaronmk
    @pre The table must not already have a primary key.
951
    '''
952
    table = sql_gen.as_Table(table)
953 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
954
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
955 2406 aaronmk
956 2590 aaronmk
    index = sql_gen.as_Table(sql_gen.add_suffix(table.name, '_pkey'))
957 2614 aaronmk
    try:
958
        run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD CONSTRAINT '
959 2686 aaronmk
            +index.to_str(db)+' PRIMARY KEY ('+(', '.join(col_strs))+')',
960 2614 aaronmk
            recover=True, cacheable=True, log_level=3,
961
            log_ignore_excs=(DuplicateTableException,))
962
    except DuplicateTableException, e:
963
        index.name = next_version(index.name)
964
        # try again with next version of name
965 2406 aaronmk
966 2086 aaronmk
def add_row_num(db, table):
967 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
968
    be the primary key.'''
969 2320 aaronmk
    table = sql_gen.as_Table(table).to_str(db)
970 2096 aaronmk
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
971 2443 aaronmk
        +' serial NOT NULL PRIMARY KEY', log_level=3)
972 2086 aaronmk
973 2681 aaronmk
def create_table(db, table, cols, has_pkey=True):
974 2675 aaronmk
    '''Creates a table.
975 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
976
    @param has_pkey If set, the first column becomes the primary key.
977 2675 aaronmk
    '''
978
    table = sql_gen.as_Table(table)
979
980 2681 aaronmk
    if has_pkey:
981
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
982
        pkey.type += ' NOT NULL PRIMARY KEY'
983
984 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
985 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
986
    str_ += '\n);\n'
987 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
988
989 2684 aaronmk
def vacuum(db, table):
990
    table = sql_gen.as_Table(table)
991
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
992
        log_level=3))
993
994 2548 aaronmk
def tables(db, schema_like='public', table_like='%'):
995 1849 aaronmk
    module = util.root_module(db.db)
996 2548 aaronmk
    params = {'schema_like': schema_like, 'table_like': table_like}
997 832 aaronmk
    if module == 'psycopg2':
998 1968 aaronmk
        return values(run_query(db, '''\
999
SELECT tablename
1000
FROM pg_tables
1001
WHERE
1002 2548 aaronmk
    schemaname LIKE %(schema_like)s
1003 1968 aaronmk
    AND tablename LIKE %(table_like)s
1004
ORDER BY tablename
1005
''',
1006
            params, cacheable=True))
1007
    elif module == 'MySQLdb':
1008
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
1009
            cacheable=True))
1010 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1011 830 aaronmk
1012 833 aaronmk
##### Database management
1013
1014 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1015
    '''For kw_args, see tables()'''
1016
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1017 833 aaronmk
1018 832 aaronmk
##### Heuristic queries
1019
1020 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1021 1554 aaronmk
    '''Recovers from errors.
1022 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1023
    '''
1024 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1025 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1026
1027 471 aaronmk
    try:
1028 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1029 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1030
            row_ct_ref[0] += cur.rowcount
1031
        return value(cur)
1032 471 aaronmk
    except DuplicateKeyException, e:
1033 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1034
            util.dict_subset_right_join(row, e.cols))
1035
        return value(select(db, table, [pkey_], row, recover=True))
1036 471 aaronmk
1037 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1038 830 aaronmk
    '''Recovers from errors'''
1039 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1040 14 aaronmk
    except StopIteration:
1041 40 aaronmk
        if not create: raise
1042 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1043 2078 aaronmk
1044 2593 aaronmk
def is_func_result(col):
1045
    return col.table.name.find('(') >= 0 and col.name == 'result'
1046
1047 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1048 2615 aaronmk
    def in_col_str(in_col):
1049
        in_col = sql_gen.remove_col_rename(in_col)
1050
        if isinstance(in_col, sql_gen.Col):
1051
            table = in_col.table
1052
            if table == in_tables0:
1053
                in_col = sql_gen.to_name_only_col(in_col)
1054
            elif is_func_result(in_col): in_col = table # omit col name
1055
        return str(in_col)
1056
1057 2580 aaronmk
    str_ = str(out_table)
1058
    if is_func:
1059 2615 aaronmk
        str_ += '('
1060 2580 aaronmk
1061 2615 aaronmk
        try: value_in_col = mapping['value']
1062
        except KeyError:
1063 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1064 2615 aaronmk
                for k, v in mapping.iteritems()))
1065
        else: str_ += in_col_str(value_in_col)
1066
1067
        str_ += ')'
1068 2580 aaronmk
    else: str_ += '_pkeys'
1069
    return str_
1070
1071 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1072 2552 aaronmk
    default=None, is_func=False):
1073 2078 aaronmk
    '''Recovers from errors.
1074
    Only works under PostgreSQL (uses INSERT RETURNING).
1075 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1076
        tables to join with it using the main input table's pkey
1077 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1078 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1079
        * in_table_col: sql_gen.Col|literal-value
1080 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1081 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1082 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1083
        If this output column does not exist in the mapping, uses None.
1084 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1085 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1086 2078 aaronmk
    '''
1087 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1088 2312 aaronmk
1089 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1090 2505 aaronmk
    def col_ustr(str_):
1091 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1092 2450 aaronmk
1093 2486 aaronmk
    log_debug('********** New iteration **********')
1094 2505 aaronmk
    log_debug('Inserting these input columns into '+strings.as_tt(
1095
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1096 2463 aaronmk
1097 2382 aaronmk
    # Create input joins from list of input tables
1098
    in_tables_ = in_tables[:] # don't modify input!
1099
    in_tables0 = in_tables_.pop(0) # first table is separate
1100 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1101 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1102 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1103
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1104 2131 aaronmk
1105 2592 aaronmk
    if into == None:
1106
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1107
    into = sql_gen.as_Table(into)
1108
1109 2702 aaronmk
    # Set column sources
1110
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1111
    for col in in_cols:
1112
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1113
1114 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1115 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1116 2584 aaronmk
    in_table = sql_gen.Table('in')
1117 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1118
        preserve=[in_pkey_col], start=0))
1119 2395 aaronmk
    input_joins = [in_table]
1120 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1121 2395 aaronmk
1122 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1123
        # after applying dicts.join() because that returns a plain dict
1124
1125 2509 aaronmk
    # Resolve default value column
1126
    try: default = mapping[default]
1127
    except KeyError:
1128
        if default != None:
1129
            db.log_debug('Default value column '
1130
                +strings.as_tt(strings.repr_no_u(default))
1131 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1132 2509 aaronmk
            default = None
1133
1134 2279 aaronmk
    out_pkey = pkey(db, out_table, recover=True)
1135 2285 aaronmk
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1136 2142 aaronmk
1137 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1138 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1139
1140 2201 aaronmk
    pkeys_table_exists_ref = [False]
1141 2420 aaronmk
    def insert_into_pkeys(joins, cols):
1142
        query, params = mk_select(db, joins, cols, order_by=None, start=0)
1143 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1144 2489 aaronmk
            insert_select(db, into, pkeys_names, query, params)
1145 2201 aaronmk
        else:
1146 2489 aaronmk
            run_query_into(db, query, params, into=into)
1147 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1148
1149 2429 aaronmk
    limit_ref = [None]
1150 2380 aaronmk
    conds = set()
1151 2233 aaronmk
    distinct_on = []
1152 2325 aaronmk
    def mk_main_select(joins, cols):
1153 2429 aaronmk
        return mk_select(db, joins, cols, conds, distinct_on,
1154
            limit=limit_ref[0], start=0)
1155 2132 aaronmk
1156 2519 aaronmk
    exc_strs = set()
1157 2309 aaronmk
    def log_exc(e):
1158 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1159
        log_debug('Caught exception: '+e_str)
1160
        assert e_str not in exc_strs # avoid infinite loops
1161
        exc_strs.add(e_str)
1162 2451 aaronmk
    def remove_all_rows():
1163 2450 aaronmk
        log_debug('Returning NULL for all rows')
1164 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1165 2409 aaronmk
    def ignore(in_col, value):
1166 2545 aaronmk
        in_col_str = strings.as_tt(repr(in_col))
1167 2544 aaronmk
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1168
            level=2.5)
1169 2537 aaronmk
        add_index(db, in_col)
1170 2545 aaronmk
        log_debug('Ignoring rows with '+in_col_str+' = '
1171
            +strings.as_tt(repr(value)))
1172 2403 aaronmk
    def remove_rows(in_col, value):
1173 2409 aaronmk
        ignore(in_col, value)
1174 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1175
        assert cond not in conds # avoid infinite loops
1176 2380 aaronmk
        conds.add(cond)
1177 2403 aaronmk
    def invalid2null(in_col, value):
1178 2409 aaronmk
        ignore(in_col, value)
1179 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1180
            sql_gen.ColValueCond(in_col, value))
1181 2245 aaronmk
1182 2589 aaronmk
    def insert_pkeys_table(which):
1183
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1184
            '_insert_'+which+'_pkeys'))
1185
    insert_out_pkeys = insert_pkeys_table('out')
1186
    insert_in_pkeys = insert_pkeys_table('in')
1187
1188 2206 aaronmk
    # Do inserts and selects
1189 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1190 2206 aaronmk
    while True:
1191 2521 aaronmk
        if limit_ref[0] == 0: # special case
1192
            log_debug('Creating an empty pkeys table')
1193
            cur = run_query_into(db, *mk_select(db, out_table, [out_pkey],
1194
                limit=limit_ref[0]), into=insert_out_pkeys)
1195
            break # don't do main case
1196
1197 2303 aaronmk
        has_joins = join_cols != {}
1198
1199 2305 aaronmk
        # Prepare to insert new rows
1200 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1201 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1202 2303 aaronmk
        if has_joins:
1203 2317 aaronmk
            distinct_on = [v.to_Col() for v in join_cols.values()]
1204 2325 aaronmk
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1205
                sql_gen.filter_out))
1206
        else:
1207 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1208 2520 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())[0]
1209 2303 aaronmk
1210 2486 aaronmk
        log_debug('Trying to insert new rows')
1211 2206 aaronmk
        try:
1212 2518 aaronmk
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1213
                **insert_args)
1214 2357 aaronmk
            break # insert successful
1215 2206 aaronmk
        except DuplicateKeyException, e:
1216 2309 aaronmk
            log_exc(e)
1217
1218 2258 aaronmk
            old_join_cols = join_cols.copy()
1219 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1220 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1221 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1222 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1223 2230 aaronmk
        except NullValueException, e:
1224 2309 aaronmk
            log_exc(e)
1225
1226 2230 aaronmk
            out_col, = e.cols
1227
            try: in_col = mapping[out_col]
1228 2356 aaronmk
            except KeyError:
1229 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1230 2451 aaronmk
                remove_all_rows()
1231 2403 aaronmk
            else: remove_rows(in_col, None)
1232 2542 aaronmk
        except FunctionValueException, e:
1233
            log_exc(e)
1234
1235
            func_name = e.name
1236
            value = e.value
1237
            for out_col, in_col in mapping.iteritems():
1238 2562 aaronmk
                invalid2null(sql_gen.unwrap_func_call(in_col, func_name), value)
1239 2525 aaronmk
        except MissingCastException, e:
1240
            log_exc(e)
1241
1242
            out_col = e.col
1243 2705 aaronmk
            errors_table = str(in_tables0)+'.errors'
1244
            def wrap_func(col): return cast(db, e.type, col, errors_table)
1245
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1246 2429 aaronmk
        except DatabaseErrors, e:
1247
            log_exc(e)
1248
1249 2531 aaronmk
            msg = 'No handler for exception: '+exc.str_(e)
1250 2451 aaronmk
            warnings.warn(DbWarning(msg))
1251
            log_debug(msg)
1252
            remove_all_rows()
1253 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1254 2132 aaronmk
1255 2357 aaronmk
    if row_ct_ref != None and cur.rowcount >= 0:
1256
        row_ct_ref[0] += cur.rowcount
1257
1258
    if has_joins:
1259
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1260 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1261 2420 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols)
1262 2357 aaronmk
    else:
1263 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1264 2357 aaronmk
1265 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1266 2357 aaronmk
        run_query_into(db, *mk_main_select(input_joins, [in_pkey]),
1267 2404 aaronmk
            into=insert_in_pkeys)
1268
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1269 2357 aaronmk
1270 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1271
            insert_in_pkeys)
1272
1273 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1274 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1275 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1276 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1277 2357 aaronmk
1278 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1279 2594 aaronmk
    add_pkey(db, into)
1280 2407 aaronmk
1281 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1282 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1283 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1284
        # must use join_same_not_null or query will take forever
1285 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1286 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1287 2357 aaronmk
1288 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1289 2428 aaronmk
1290 2702 aaronmk
    srcs = []
1291
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1292
    return sql_gen.Col(out_pkey, into, srcs)
1293 2115 aaronmk
1294
##### Data cleanup
1295
1296 2290 aaronmk
def cleanup_table(db, table, cols):
1297 2677 aaronmk
    table = sql_gen.as_Table(table)
1298
    cols = map(sql_gen.as_Col, cols)
1299 2115 aaronmk
1300 2677 aaronmk
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1301
        +db.esc_value(r'\N')+')')
1302
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1303
        for v in cols]
1304 2115 aaronmk
1305 2677 aaronmk
    update(db, table, changes)