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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):
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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)
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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)
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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)
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        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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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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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'''
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    iters.consume_iter(rows(cur))
90
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def next_row(cur): return rows(cur).next()
92
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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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##### 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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def esc_name(db, name, **kw_args):
120
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
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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'}),
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    '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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def db_config_str(db_config):
146
    return db_config['engine']+' database '+db_config['database']
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log_debug_none = lambda msg, level=2: None
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class DbConn:
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    def __init__(self, db_config, serializable=True, autocommit=False,
152
        caching=True, log_debug=log_debug_none):
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        self.db_config = db_config
154
        self.serializable = serializable
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        self.autocommit = autocommit
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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):
166
        if name == '__dict__': raise Exception('getting __dict__')
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        if name == 'db': return self._db()
168
        else: raise AttributeError()
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    def __getstate__(self):
171
        state = copy.copy(self.__dict__) # shallow copy
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        state['log_debug'] = None # don't pickle the debug callback
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        state['_DbConn__db'] = None # don't pickle the connection
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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')]
184
            module = __import__(module_name)
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            _add_module(module)
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            for orig, new in mappings.iteritems():
187
                try: util.rename_key(db_config, orig, new)
188
                except KeyError: pass
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            # Connect
191
            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:
197
                schemas_ = ''.join((esc_name(self, s)+', '
198
                    for s in schemas.split(',')))
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                self.run_query("SELECT set_config('search_path', "
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                    +self.esc_value(schemas_)
201
                    +" || 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):
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            self._is_insert = query.startswith('INSERT')
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            self.query_lookup = query
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            try:
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                try:
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                    cur = self.inner.execute(query)
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                    self.outer.do_autocommit()
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                finally: self.query = get_cur_query(self.inner, query)
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            except Exception, e:
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                _add_cursor_info(e, self, query)
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                self.result = e # cache the exception as the result
224
                self._cache_result()
225
                raise
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            if self.rowcount == 0 and query.startswith('SELECT'): # empty SELECT
227
                consume_rows(self) # fetch all rows so result will be cached
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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
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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])
262
        except NotImplementedError, e:
263
            module = util.root_module(self.db)
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            if module == 'MySQLdb':
265
                import _mysql
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                str_ = _mysql.escape_string(value)
267
            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):
277
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
278
        else: raise NotImplementedError("Can't mogrify query")
279
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    def print_notices(self):
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        if hasattr(self.db, 'notices'):
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)
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    def run_query(self, query, cacheable=False, log_level=2,
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        debug_msg_ref=None):
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        '''
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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.
295 2445 aaronmk
        '''
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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
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        try:
308 1927 aaronmk
            # Get cursor
309
            if cacheable:
310
                try:
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                    cur = self.query_results[query]
312 1927 aaronmk
                    used_cache = True
313
                except KeyError: cur = self.DbCursor(self)
314
            else: cur = self.db.cursor()
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            # Log query
317
            if self.debug and debug_msg_ref == None: # log before running
318
                self.log_debug(log_msg(query), log_level)
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            # Run query
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            cur.execute(query)
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        finally:
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            self.print_notices()
324 2664 aaronmk
            if self.debug and debug_msg_ref != None: # return after running
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                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
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327
        return cur
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    def is_cached(self, query): return query in self.query_results
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    def with_autocommit(self, func, autocommit=True):
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        import psycopg2.extensions
333
        if autocommit:
334
            isolation_level = psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT
335
        else: isolation_level = psycopg2.extensions.ISOLATION_LEVEL_SERIALIZABLE
336
337
        prev_isolation_level = self.db.isolation_level
338
        self.db.set_isolation_level(isolation_level)
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        try: return func()
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        finally: self.db.set_isolation_level(prev_isolation_level)
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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
346 2683 aaronmk
        try:
347 2139 aaronmk
            try: return_val = func()
348
            finally:
349
                self._savepoint -= 1
350
                assert self._savepoint >= 0
351
        except:
352 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
353 2139 aaronmk
            raise
354
        else:
355 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
356 2191 aaronmk
            self.do_autocommit()
357 2139 aaronmk
            return return_val
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359
    def do_autocommit(self):
360
        '''Autocommits if outside savepoint'''
361
        assert self._savepoint >= 0
362
        if self.autocommit and self._savepoint == 0:
363 2668 aaronmk
            self.log_debug('Autocommitting')
364 2191 aaronmk
            self.db.commit()
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366
    def col_default(self, col):
367
        table = sql_gen.Table('columns', 'information_schema')
368
369
        conds = [('table_name', col.table.name), ('column_name', col.name)]
370
        schema = col.table.schema
371
        if schema != None: conds.append(('table_schema', schema))
372
373 2660 aaronmk
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
374
            conds, order_by='table_schema', limit=1, log_level=3)))
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            # TODO: order_by search_path schema order
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connect = DbConn
378
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##### 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, recover=None, cacheable=False, log_level=2,
384
    log_ignore_excs=None, **kw_args):
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    '''For params, see DbConn.run_query()'''
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    if recover == None: recover = False
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    if log_ignore_excs == None: log_ignore_excs = ()
388
    log_ignore_excs = tuple(log_ignore_excs)
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    debug_msg_ref = None # usually, db.run_query() logs query before running it
391
    # But if filtering with log_ignore_excs, wait until after exception parsing
392
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
393
394 2148 aaronmk
    try:
395 2464 aaronmk
        try:
396 2794 aaronmk
            def run(): return db.run_query(query, cacheable, log_level,
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                debug_msg_ref, **kw_args)
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            if recover and not db.is_cached(query):
399 2464 aaronmk
                return with_savepoint(db, run)
400
            else: return run() # don't need savepoint if cached
401
        except Exception, e:
402
            if not recover: raise # need savepoint to run index_cols()
403
            msg = exc.str_(e)
404
405
            match = re.search(r'duplicate key value violates unique constraint '
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                r'"((_?[^\W_]+)_.+?)"', msg)
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            if match:
408
                constraint, table = match.groups()
409
                try: cols = index_cols(db, table, constraint)
410
                except NotImplementedError: raise e
411
                else: raise DuplicateKeyException(constraint, cols, e)
412
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            match = re.search(r'null value in column "(.+?)" violates not-null'
414 2464 aaronmk
                r' constraint', msg)
415
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
416
417
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
418
                r'|date/time field value out of range): "(.+?)"\n'
419 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
420 2464 aaronmk
            if match:
421
                value, name = match.groups()
422
                raise FunctionValueException(name, strings.to_unicode(value), e)
423
424 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
425 2523 aaronmk
                r'is of type', msg)
426
            if match:
427
                col, type_ = match.groups()
428
                raise MissingCastException(type_, col, e)
429
430 2493 aaronmk
            match = re.search(r'relation "(.+?)" already exists', msg)
431 2464 aaronmk
            if match: raise DuplicateTableException(match.group(1), e)
432
433 2493 aaronmk
            match = re.search(r'function "(.+?)" already exists', msg)
434 2464 aaronmk
            if match: raise DuplicateFunctionException(match.group(1), e)
435
436
            raise # no specific exception raised
437
    except log_ignore_excs:
438
        log_level += 2
439
        raise
440
    finally:
441 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
442
            db.log_debug(debug_msg_ref[0], log_level)
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##### Basic queries
445
446 2153 aaronmk
def next_version(name):
447 2163 aaronmk
    version = 1 # first existing name was version 0
448 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
449 2153 aaronmk
    if match:
450 2586 aaronmk
        name, version = match.groups()
451
        version = int(version)+1
452 2588 aaronmk
    return sql_gen.add_suffix(name, '#'+str(version))
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454 2789 aaronmk
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
455 2085 aaronmk
    '''Outputs a query to a temp table.
456
    For params, see run_query().
457
    '''
458 2789 aaronmk
    if into == None: return run_query(db, query, **kw_args)
459 2790 aaronmk
460
    assert isinstance(into, sql_gen.Table)
461
462
    kw_args['recover'] = True
463
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
464
465
    temp = not db.autocommit # tables are permanent in autocommit mode
466
    # "temporary tables cannot specify a schema name", so remove schema
467
    if temp: into.schema = None
468
469
    # Create table
470
    while True:
471
        create_query = 'CREATE'
472
        if temp: create_query += ' TEMP'
473
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
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475 2790 aaronmk
        try:
476
            cur = run_query(db, create_query, **kw_args)
477
                # CREATE TABLE AS sets rowcount to # rows in query
478
            break
479
        except DuplicateTableException, e:
480
            into.name = next_version(into.name)
481
            # try again with next version of name
482
483
    if add_indexes_: add_indexes(db, into)
484
485
    return cur
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order_by_pkey = object() # tells mk_select() to order by the pkey
488
489 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
490
491 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
492 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
493 1981 aaronmk
    '''
494 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
495 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
496 1981 aaronmk
    @param fields Use None to select all fields in the table
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    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
498 2379 aaronmk
        * container can be any iterable type
499 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
500
        * compare_right_side: sql_gen.ValueCond|literal value
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    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
502
        use all columns
503 2786 aaronmk
    @return query
504 1981 aaronmk
    '''
505 2315 aaronmk
    # Parse tables param
506 2121 aaronmk
    if not lists.is_seq(tables): tables = [tables]
507 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
508 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
509 2121 aaronmk
510 2315 aaronmk
    # Parse other params
511 2376 aaronmk
    if conds == None: conds = []
512 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
513 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
514 135 aaronmk
    assert limit == None or type(limit) == int
515 865 aaronmk
    assert start == None or type(start) == int
516 2315 aaronmk
    if order_by is order_by_pkey:
517
        if distinct_on != []: order_by = None
518
        else: order_by = pkey(db, table0, recover=True)
519 865 aaronmk
520 2315 aaronmk
    query = 'SELECT'
521 2056 aaronmk
522 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
523 2056 aaronmk
524 2200 aaronmk
    # DISTINCT ON columns
525 2233 aaronmk
    if distinct_on != []:
526 2467 aaronmk
        query += '\nDISTINCT'
527 2254 aaronmk
        if distinct_on is not distinct_on_all:
528 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
529
530
    # Columns
531 2467 aaronmk
    query += '\n'
532 1135 aaronmk
    if fields == None: query += '*'
533 2765 aaronmk
    else:
534
        assert fields != []
535
        query += '\n, '.join(map(parse_col, fields))
536 2200 aaronmk
537
    # Main table
538 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
539 865 aaronmk
540 2122 aaronmk
    # Add joins
541 2271 aaronmk
    left_table = table0
542 2263 aaronmk
    for join_ in tables:
543
        table = join_.table
544 2238 aaronmk
545 2343 aaronmk
        # Parse special values
546
        if join_.type_ is sql_gen.filter_out: # filter no match
547 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
548
                None))
549 2343 aaronmk
550 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
551 2122 aaronmk
552
        left_table = table
553
554 865 aaronmk
    missing = True
555 2376 aaronmk
    if conds != []:
556 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
557
        else: whitespace = '\n'
558 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
559
            .to_str(db) for l, r in conds], 'WHERE')
560 865 aaronmk
        missing = False
561 2227 aaronmk
    if order_by != None:
562 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
563
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
564 865 aaronmk
    if start != None:
565 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
566 865 aaronmk
        missing = False
567
    if missing: warnings.warn(DbWarning(
568
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
569
570 2786 aaronmk
    return query
571 11 aaronmk
572 2054 aaronmk
def select(db, *args, **kw_args):
573
    '''For params, see mk_select() and run_query()'''
574
    recover = kw_args.pop('recover', None)
575
    cacheable = kw_args.pop('cacheable', True)
576 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
577 2054 aaronmk
578 2791 aaronmk
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
579
        log_level=log_level)
580 2054 aaronmk
581 2788 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
582
    embeddable=False):
583 1960 aaronmk
    '''
584
    @param returning str|None An inserted column (such as pkey) to return
585 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
586 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
587
        query will be fully cached, not just if it raises an exception.
588 1960 aaronmk
    '''
589 2754 aaronmk
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
590 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
591 2646 aaronmk
    if cols != None:
592
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
593 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
594 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
595 2063 aaronmk
596
    # Build query
597 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
598
    query = first_line
599 2467 aaronmk
    if cols != None: query += '\n('+', '.join(cols)+')'
600
    query += '\n'+select_query
601 2063 aaronmk
602
    if returning != None:
603 2743 aaronmk
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
604 2063 aaronmk
605 2070 aaronmk
    if embeddable:
606 2327 aaronmk
        assert returning != None
607
608 2070 aaronmk
        # Create function
609 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
610 2327 aaronmk
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
611 2189 aaronmk
        while True:
612
            try:
613 2698 aaronmk
                function = sql_gen.TempFunction(function_name, db.autocommit)
614 2194 aaronmk
615 2189 aaronmk
                function_query = '''\
616 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
617 2467 aaronmk
RETURNS '''+return_type+'''
618
LANGUAGE sql
619
AS $$
620 2788 aaronmk
'''+query+''';
621 2467 aaronmk
$$;
622 2070 aaronmk
'''
623 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
624 2464 aaronmk
                    log_ignore_excs=(DuplicateFunctionException,))
625 2189 aaronmk
                break # this version was successful
626
            except DuplicateFunctionException, e:
627
                function_name = next_version(function_name)
628
                # try again with next version of name
629 2070 aaronmk
630 2337 aaronmk
        # Return query that uses function
631 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
632 2742 aaronmk
            [returning]) # AS clause requires function alias
633 2787 aaronmk
        return mk_select(db, func_table, start=0, order_by=None)
634 2070 aaronmk
635 2787 aaronmk
    return query
636 2066 aaronmk
637
def insert_select(db, *args, **kw_args):
638 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
639 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
640
        values in
641 2072 aaronmk
    '''
642 2386 aaronmk
    into = kw_args.pop('into', None)
643
    if into != None: kw_args['embeddable'] = True
644 2066 aaronmk
    recover = kw_args.pop('recover', None)
645
    cacheable = kw_args.pop('cacheable', True)
646 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
647 2066 aaronmk
648 2789 aaronmk
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
649 2787 aaronmk
        recover=recover, cacheable=cacheable, log_level=log_level)
650 2063 aaronmk
651 2738 aaronmk
default = sql_gen.default # tells insert() to use the default value for a column
652 2066 aaronmk
653 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
654 2085 aaronmk
    '''For params, see insert_select()'''
655 1960 aaronmk
    if lists.is_seq(row): cols = None
656
    else:
657
        cols = row.keys()
658
        row = row.values()
659 2738 aaronmk
    row = list(row) # ensure that "== []" works
660 1960 aaronmk
661 2738 aaronmk
    if row == []: query = None
662
    else: query = sql_gen.Values(row).to_str(db)
663 1961 aaronmk
664 2788 aaronmk
    return insert_select(db, table, cols, query, *args, **kw_args)
665 11 aaronmk
666 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
667
    '''
668
    @param changes [(col, new_value),...]
669
        * container can be any iterable type
670
        * col: sql_gen.Code|str (for col name)
671
        * new_value: sql_gen.Code|literal value
672
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
673
    @return str query
674
    '''
675
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
676 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
677 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
678 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
679 2402 aaronmk
680
    return query
681
682
def update(db, *args, **kw_args):
683
    '''For params, see mk_update() and run_query()'''
684
    recover = kw_args.pop('recover', None)
685
686 2791 aaronmk
    return run_query(db, mk_update(db, *args, **kw_args), recover)
687 2402 aaronmk
688 135 aaronmk
def last_insert_id(db):
689 1849 aaronmk
    module = util.root_module(db.db)
690 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
691
    elif module == 'MySQLdb': return db.insert_id()
692
    else: return None
693 13 aaronmk
694 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
695 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
696 2415 aaronmk
    to names that will be distinct among the columns' tables.
697 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
698 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
699
    @param into The table for the new columns.
700 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
701
        columns will be included in the mapping even if they are not in cols.
702
        The tables of the provided Col objects will be changed to into, so make
703
        copies of them if you want to keep the original tables.
704
    @param as_items Whether to return a list of dict items instead of a dict
705 2383 aaronmk
    @return dict(orig_col=new_col, ...)
706
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
707 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
708
        * All mappings use the into table so its name can easily be
709 2383 aaronmk
          changed for all columns at once
710
    '''
711 2415 aaronmk
    cols = lists.uniqify(cols)
712
713 2394 aaronmk
    items = []
714 2389 aaronmk
    for col in preserve:
715 2390 aaronmk
        orig_col = copy.copy(col)
716 2392 aaronmk
        col.table = into
717 2394 aaronmk
        items.append((orig_col, col))
718
    preserve = set(preserve)
719
    for col in cols:
720 2716 aaronmk
        if col not in preserve:
721
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
722 2394 aaronmk
723
    if not as_items: items = dict(items)
724
    return items
725 2383 aaronmk
726 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
727 2391 aaronmk
    '''For params, see mk_flatten_mapping()
728
    @return See return value of mk_flatten_mapping()
729
    '''
730 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
731
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
732 2786 aaronmk
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
733 2392 aaronmk
        into=into)
734 2394 aaronmk
    return dict(items)
735 2391 aaronmk
736 2751 aaronmk
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
737
    cols = map(sql_gen.to_name_only_col, cols)
738
739
    columns_cols = ['column']
740
    columns = sql_gen.NamedValues('columns', columns_cols,
741
        [[c.name] for c in cols])
742
    values_cols = ['value', 'error_code', 'error']
743
    values = sql_gen.NamedValues('values', values_cols,
744
        [value, error_code, error])
745
746
    select_cols = columns_cols+values_cols
747
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
748 2755 aaronmk
    errors_table = sql_gen.NamedTable('errors', errors_table)
749 2751 aaronmk
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
750
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
751
        sql_gen.filter_out)]
752
753
    return mk_insert_select(db, errors_table, name_only_cols,
754 2787 aaronmk
        mk_select(db, joins, select_cols, order_by=None))
755 2751 aaronmk
756 2758 aaronmk
def track_data_error(db, errors_table, *args, **kw_args):
757
    '''
758
    @param errors_table If None, does nothing.
759
    '''
760
    if errors_table == None: return
761
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
762
        cacheable=True, log_level=4)
763
764 2704 aaronmk
def cast(db, type_, col, errors_table=None):
765
    '''Casts an (unrenamed) column or value.
766 2769 aaronmk
    If errors_table set and col has srcs, saves errors in errors_table (using
767
    col's srcs attr as the source columns) and converts errors to warnings.
768 2704 aaronmk
    @param col sql_gen.Col|sql_gen.Literal
769
    @param errors_table None|sql_gen.Table|str
770
    '''
771 2769 aaronmk
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
772
        and col.srcs != ())
773
    if not save_errors: # can't save errors
774
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
775 2704 aaronmk
776
    assert not isinstance(col, sql_gen.NamedCol)
777
778 2770 aaronmk
    errors_table = sql_gen.as_Table(errors_table)
779
    srcs = map(sql_gen.to_name_only_col, col.srcs)
780
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
781 2704 aaronmk
    function = sql_gen.TempFunction(function_name, db.autocommit)
782
783 2718 aaronmk
    while True:
784
        # Create function definition
785
        query = '''\
786 2704 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
787
RETURNS '''+type_+'''
788
LANGUAGE plpgsql
789
STRICT
790
AS $$
791
BEGIN
792
    /* The explicit cast to the return type is needed to make the cast happen
793
    inside the try block. (Implicit casts to the return type happen at the end
794
    of the function, outside any block.) */
795
    RETURN value::'''+type_+''';
796
EXCEPTION
797
    WHEN data_exception THEN
798
        -- Save error in errors table.
799 2751 aaronmk
        -- Insert the value and error for *each* source column.
800
'''+mk_track_data_error(db, errors_table, srcs,
801
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
802 2704 aaronmk
803
        RAISE WARNING '%', SQLERRM;
804
        RETURN NULL;
805
END;
806
$$;
807
'''
808 2718 aaronmk
809
        # Create function
810
        try:
811
            run_query(db, query, recover=True, cacheable=True,
812
                log_ignore_excs=(DuplicateFunctionException,))
813
            break # successful
814
        except DuplicateFunctionException:
815 2770 aaronmk
            function.name = next_version(function.name)
816
            # try again with next version of name
817 2704 aaronmk
818
    return sql_gen.FunctionCall(function, col)
819
820 2414 aaronmk
##### Database structure queries
821
822 2426 aaronmk
def table_row_count(db, table, recover=None):
823 2786 aaronmk
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
824 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
825 2426 aaronmk
826 2414 aaronmk
def table_cols(db, table, recover=None):
827
    return list(col_names(select(db, table, limit=0, order_by=None,
828 2443 aaronmk
        recover=recover, log_level=4)))
829 2414 aaronmk
830 2291 aaronmk
def pkey(db, table, recover=None):
831 832 aaronmk
    '''Assumed to be first column in table'''
832 2339 aaronmk
    return table_cols(db, table, recover)[0]
833 832 aaronmk
834 2559 aaronmk
not_null_col = 'not_null_col'
835 2340 aaronmk
836
def table_not_null_col(db, table, recover=None):
837
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
838
    if not_null_col in table_cols(db, table, recover): return not_null_col
839
    else: return pkey(db, table, recover)
840
841 853 aaronmk
def index_cols(db, table, index):
842
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
843
    automatically created. When you don't know whether something is a UNIQUE
844
    constraint or a UNIQUE index, use this function.'''
845 1909 aaronmk
    module = util.root_module(db.db)
846
    if module == 'psycopg2':
847
        return list(values(run_query(db, '''\
848 853 aaronmk
SELECT attname
849 866 aaronmk
FROM
850
(
851
        SELECT attnum, attname
852
        FROM pg_index
853
        JOIN pg_class index ON index.oid = indexrelid
854
        JOIN pg_class table_ ON table_.oid = indrelid
855
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
856
        WHERE
857 2782 aaronmk
            table_.relname = '''+db.esc_value(table)+'''
858
            AND index.relname = '''+db.esc_value(index)+'''
859 866 aaronmk
    UNION
860
        SELECT attnum, attname
861
        FROM
862
        (
863
            SELECT
864
                indrelid
865
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
866
                    AS indkey
867
            FROM pg_index
868
            JOIN pg_class index ON index.oid = indexrelid
869
            JOIN pg_class table_ ON table_.oid = indrelid
870
            WHERE
871 2782 aaronmk
                table_.relname = '''+db.esc_value(table)+'''
872
                AND index.relname = '''+db.esc_value(index)+'''
873 866 aaronmk
        ) s
874
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
875
) s
876 853 aaronmk
ORDER BY attnum
877 2782 aaronmk
'''
878
            , cacheable=True, log_level=4)))
879 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
880
        ' database')
881 853 aaronmk
882 464 aaronmk
def constraint_cols(db, table, constraint):
883 1849 aaronmk
    module = util.root_module(db.db)
884 464 aaronmk
    if module == 'psycopg2':
885
        return list(values(run_query(db, '''\
886
SELECT attname
887
FROM pg_constraint
888
JOIN pg_class ON pg_class.oid = conrelid
889
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
890
WHERE
891 2783 aaronmk
    relname = '''+db.esc_value(table)+'''
892
    AND conname = '''+db.esc_value(constraint)+'''
893 464 aaronmk
ORDER BY attnum
894 2783 aaronmk
'''
895
            )))
896 464 aaronmk
    else: raise NotImplementedError("Can't list constraint columns for "+module+
897
        ' database')
898
899 2096 aaronmk
row_num_col = '_row_num'
900
901 2688 aaronmk
def add_index(db, exprs, table=None, unique=False):
902
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
903 2538 aaronmk
    Currently, only function calls are supported as expressions.
904
    '''
905 2688 aaronmk
    if not lists.is_seq(exprs): exprs = [exprs]
906 2538 aaronmk
907 2688 aaronmk
    # Parse exprs
908
    old_exprs = exprs[:]
909
    exprs = []
910
    cols = []
911
    for i, expr in enumerate(old_exprs):
912
        expr = copy.deepcopy(expr) # don't modify input!
913
        expr = sql_gen.as_Col(expr)
914
915
        # Extract col
916
        if isinstance(expr, sql_gen.FunctionCall):
917
            col = expr.args[0]
918
            expr = sql_gen.Expr(expr)
919
        else: col = expr
920
921
        # Extract table
922
        if table == None:
923
            assert sql_gen.is_table_col(col)
924
            table = col.table
925
926
        col.table = None
927
928
        exprs.append(expr)
929
        cols.append(col)
930 2408 aaronmk
931 2688 aaronmk
    table = sql_gen.as_Table(table)
932
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
933
934
    str_ = 'CREATE'
935
    if unique: str_ += ' UNIQUE'
936
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
937
        ', '.join((v.to_str(db) for v in exprs)))+')'
938
939
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
940 2408 aaronmk
    except DuplicateTableException: pass # index already existed
941
942 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
943
    '''Adds a primary key.
944
    @param cols [sql_gen.Col,...] The columns in the primary key.
945
        Defaults to the first column in the table.
946 2406 aaronmk
    @pre The table must not already have a primary key.
947
    '''
948
    table = sql_gen.as_Table(table)
949 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
950
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
951 2406 aaronmk
952 2781 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
953
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
954
        log_ignore_excs=(DuplicateTableException,))
955 2406 aaronmk
956 2772 aaronmk
already_indexed = object() # tells add_indexes() the pkey has already been added
957
958
def add_indexes(db, table, has_pkey=True):
959
    '''Adds an index on all columns in a table.
960
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
961
        index should be added on the first column.
962
        * If already_indexed, the pkey is assumed to have already been added
963
    '''
964
    cols = table_cols(db, table)
965
    if has_pkey:
966
        if has_pkey is not already_indexed: add_pkey(db, table)
967
        cols = cols[1:]
968
    for col in cols: add_index(db, col, table)
969
970 2086 aaronmk
def add_row_num(db, table):
971 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
972
    be the primary key.'''
973 2320 aaronmk
    table = sql_gen.as_Table(table).to_str(db)
974 2096 aaronmk
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
975 2443 aaronmk
        +' serial NOT NULL PRIMARY KEY', log_level=3)
976 2086 aaronmk
977 2760 aaronmk
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
978 2675 aaronmk
    '''Creates a table.
979 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
980
    @param has_pkey If set, the first column becomes the primary key.
981 2760 aaronmk
    @param col_indexes bool|[ref]
982
        * If True, indexes will be added on all non-pkey columns.
983
        * If a list reference, [0] will be set to a function to do this.
984
          This can be used to delay index creation until the table is populated.
985 2675 aaronmk
    '''
986
    table = sql_gen.as_Table(table)
987
988 2681 aaronmk
    if has_pkey:
989
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
990
        pkey.type += ' NOT NULL PRIMARY KEY'
991
992 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
993 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
994
    str_ += '\n);\n'
995 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
996 2760 aaronmk
997
    # Add indexes
998 2773 aaronmk
    if has_pkey: has_pkey = already_indexed
999
    def add_indexes_(): add_indexes(db, table, has_pkey)
1000
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1001
    elif col_indexes: add_indexes_() # add now
1002 2675 aaronmk
1003 2684 aaronmk
def vacuum(db, table):
1004
    table = sql_gen.as_Table(table)
1005
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1006
        log_level=3))
1007
1008 2732 aaronmk
def truncate(db, table, schema='public'):
1009 2777 aaronmk
    table = sql_gen.as_Table(table, schema)
1010 2733 aaronmk
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1011 2732 aaronmk
1012 2729 aaronmk
def tables(db, schema_like='public', table_like='%', exact=False):
1013
    if exact: compare = '='
1014
    else: compare = 'LIKE'
1015
1016 1849 aaronmk
    module = util.root_module(db.db)
1017 832 aaronmk
    if module == 'psycopg2':
1018 2779 aaronmk
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1019
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1020
        return values(select(db, 'pg_tables', ['tablename'], conds,
1021
            order_by='tablename', log_level=4))
1022 1968 aaronmk
    elif module == 'MySQLdb':
1023 2779 aaronmk
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1024
            , cacheable=True, log_level=4))
1025 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1026 830 aaronmk
1027 2726 aaronmk
def table_exists(db, table):
1028
    table = sql_gen.as_Table(table)
1029 2730 aaronmk
    return list(tables(db, table.schema, table.name, exact=True)) != []
1030 2726 aaronmk
1031
def errors_table(db, table, if_exists=True):
1032
    '''
1033
    @param if_exists If set, returns None if the errors table doesn't exist
1034
    @return None|sql_gen.Table
1035
    '''
1036
    table = sql_gen.as_Table(table)
1037
    if table.srcs != (): table = table.srcs[0]
1038
1039
    errors_table = sql_gen.suffixed_table(table, '.errors')
1040
    if if_exists and not table_exists(db, errors_table): return None
1041
    return errors_table
1042
1043 833 aaronmk
##### Database management
1044
1045 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1046
    '''For kw_args, see tables()'''
1047
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1048 833 aaronmk
1049 832 aaronmk
##### Heuristic queries
1050
1051 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1052 1554 aaronmk
    '''Recovers from errors.
1053 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1054
    '''
1055 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1056 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1057
1058 471 aaronmk
    try:
1059 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1060 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1061
            row_ct_ref[0] += cur.rowcount
1062
        return value(cur)
1063 471 aaronmk
    except DuplicateKeyException, e:
1064 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1065
            util.dict_subset_right_join(row, e.cols))
1066
        return value(select(db, table, [pkey_], row, recover=True))
1067 471 aaronmk
1068 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1069 830 aaronmk
    '''Recovers from errors'''
1070 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1071 14 aaronmk
    except StopIteration:
1072 40 aaronmk
        if not create: raise
1073 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1074 2078 aaronmk
1075 2593 aaronmk
def is_func_result(col):
1076
    return col.table.name.find('(') >= 0 and col.name == 'result'
1077
1078 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1079 2615 aaronmk
    def in_col_str(in_col):
1080
        in_col = sql_gen.remove_col_rename(in_col)
1081
        if isinstance(in_col, sql_gen.Col):
1082
            table = in_col.table
1083
            if table == in_tables0:
1084
                in_col = sql_gen.to_name_only_col(in_col)
1085
            elif is_func_result(in_col): in_col = table # omit col name
1086
        return str(in_col)
1087
1088 2580 aaronmk
    str_ = str(out_table)
1089
    if is_func:
1090 2615 aaronmk
        str_ += '('
1091 2580 aaronmk
1092 2615 aaronmk
        try: value_in_col = mapping['value']
1093
        except KeyError:
1094 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1095 2615 aaronmk
                for k, v in mapping.iteritems()))
1096
        else: str_ += in_col_str(value_in_col)
1097
1098
        str_ += ')'
1099 2580 aaronmk
    else: str_ += '_pkeys'
1100
    return str_
1101
1102 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1103 2805 aaronmk
    default=None, is_func=False, on_error=exc.raise_):
1104 2078 aaronmk
    '''Recovers from errors.
1105
    Only works under PostgreSQL (uses INSERT RETURNING).
1106 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1107
        tables to join with it using the main input table's pkey
1108 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1109 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1110
        * in_table_col: sql_gen.Col|literal-value
1111 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1112 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1113 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1114
        If this output column does not exist in the mapping, uses None.
1115 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1116 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1117 2078 aaronmk
    '''
1118 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1119 2312 aaronmk
1120 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1121 2505 aaronmk
    def col_ustr(str_):
1122 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1123 2450 aaronmk
1124 2768 aaronmk
    out_pkey = pkey(db, out_table, recover=True)
1125
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1126
1127
    if mapping == {}: # need at least one column for INSERT SELECT
1128
        mapping = {out_pkey: None} # ColDict will replace with default value
1129
1130 2486 aaronmk
    log_debug('********** New iteration **********')
1131 2505 aaronmk
    log_debug('Inserting these input columns into '+strings.as_tt(
1132
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1133 2463 aaronmk
1134 2382 aaronmk
    # Create input joins from list of input tables
1135
    in_tables_ = in_tables[:] # don't modify input!
1136
    in_tables0 = in_tables_.pop(0) # first table is separate
1137 2735 aaronmk
    errors_table_ = errors_table(db, in_tables0)
1138 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1139 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1140 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1141
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1142 2131 aaronmk
1143 2592 aaronmk
    if into == None:
1144
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1145
    into = sql_gen.as_Table(into)
1146
1147 2702 aaronmk
    # Set column sources
1148
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1149
    for col in in_cols:
1150
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1151
1152 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1153 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1154 2584 aaronmk
    in_table = sql_gen.Table('in')
1155 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1156
        preserve=[in_pkey_col], start=0))
1157 2395 aaronmk
    input_joins = [in_table]
1158 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1159 2395 aaronmk
1160 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1161
        # after applying dicts.join() because that returns a plain dict
1162
1163 2509 aaronmk
    # Resolve default value column
1164
    try: default = mapping[default]
1165
    except KeyError:
1166
        if default != None:
1167
            db.log_debug('Default value column '
1168
                +strings.as_tt(strings.repr_no_u(default))
1169 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1170 2509 aaronmk
            default = None
1171
1172 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1173 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1174
1175 2201 aaronmk
    pkeys_table_exists_ref = [False]
1176 2420 aaronmk
    def insert_into_pkeys(joins, cols):
1177 2786 aaronmk
        query = mk_select(db, joins, cols, order_by=None, start=0)
1178 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1179 2786 aaronmk
            insert_select(db, into, pkeys_names, query)
1180 2201 aaronmk
        else:
1181 2786 aaronmk
            run_query_into(db, query, into=into)
1182 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1183
1184 2429 aaronmk
    limit_ref = [None]
1185 2380 aaronmk
    conds = set()
1186 2233 aaronmk
    distinct_on = []
1187 2325 aaronmk
    def mk_main_select(joins, cols):
1188 2429 aaronmk
        return mk_select(db, joins, cols, conds, distinct_on,
1189
            limit=limit_ref[0], start=0)
1190 2132 aaronmk
1191 2519 aaronmk
    exc_strs = set()
1192 2309 aaronmk
    def log_exc(e):
1193 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1194
        log_debug('Caught exception: '+e_str)
1195
        assert e_str not in exc_strs # avoid infinite loops
1196
        exc_strs.add(e_str)
1197 2735 aaronmk
1198 2451 aaronmk
    def remove_all_rows():
1199 2450 aaronmk
        log_debug('Returning NULL for all rows')
1200 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1201 2735 aaronmk
1202 2758 aaronmk
    def ignore(in_col, value, e):
1203
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1204
            e.cause.pgerror)
1205
1206 2545 aaronmk
        in_col_str = strings.as_tt(repr(in_col))
1207 2544 aaronmk
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1208
            level=2.5)
1209 2537 aaronmk
        add_index(db, in_col)
1210 2735 aaronmk
1211 2545 aaronmk
        log_debug('Ignoring rows with '+in_col_str+' = '
1212
            +strings.as_tt(repr(value)))
1213 2758 aaronmk
    def remove_rows(in_col, value, e):
1214
        ignore(in_col, value, e)
1215 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1216
        assert cond not in conds # avoid infinite loops
1217 2380 aaronmk
        conds.add(cond)
1218 2758 aaronmk
    def invalid2null(in_col, value, e):
1219
        ignore(in_col, value, e)
1220 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1221
            sql_gen.ColValueCond(in_col, value))
1222 2245 aaronmk
1223 2589 aaronmk
    def insert_pkeys_table(which):
1224
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1225
            '_insert_'+which+'_pkeys'))
1226
    insert_out_pkeys = insert_pkeys_table('out')
1227
    insert_in_pkeys = insert_pkeys_table('in')
1228
1229 2206 aaronmk
    # Do inserts and selects
1230 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1231 2206 aaronmk
    while True:
1232 2521 aaronmk
        if limit_ref[0] == 0: # special case
1233
            log_debug('Creating an empty pkeys table')
1234 2786 aaronmk
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1235 2521 aaronmk
                limit=limit_ref[0]), into=insert_out_pkeys)
1236
            break # don't do main case
1237
1238 2303 aaronmk
        has_joins = join_cols != {}
1239
1240 2305 aaronmk
        # Prepare to insert new rows
1241 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1242 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1243 2303 aaronmk
        if has_joins:
1244 2317 aaronmk
            distinct_on = [v.to_Col() for v in join_cols.values()]
1245 2325 aaronmk
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1246
                sql_gen.filter_out))
1247
        else:
1248 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1249 2786 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())
1250 2303 aaronmk
1251 2486 aaronmk
        log_debug('Trying to insert new rows')
1252 2206 aaronmk
        try:
1253 2518 aaronmk
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1254
                **insert_args)
1255 2357 aaronmk
            break # insert successful
1256 2206 aaronmk
        except DuplicateKeyException, e:
1257 2309 aaronmk
            log_exc(e)
1258
1259 2258 aaronmk
            old_join_cols = join_cols.copy()
1260 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1261 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1262 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1263 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1264 2230 aaronmk
        except NullValueException, e:
1265 2309 aaronmk
            log_exc(e)
1266
1267 2230 aaronmk
            out_col, = e.cols
1268
            try: in_col = mapping[out_col]
1269 2356 aaronmk
            except KeyError:
1270 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1271 2451 aaronmk
                remove_all_rows()
1272 2758 aaronmk
            else: remove_rows(in_col, None, e)
1273 2542 aaronmk
        except FunctionValueException, e:
1274
            log_exc(e)
1275
1276
            func_name = e.name
1277
            value = e.value
1278
            for out_col, in_col in mapping.iteritems():
1279 2758 aaronmk
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1280
                invalid2null(in_col, value, e)
1281 2525 aaronmk
        except MissingCastException, e:
1282
            log_exc(e)
1283
1284
            out_col = e.col
1285 2706 aaronmk
            type_ = e.type
1286
1287 2724 aaronmk
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1288
                +strings.as_tt(type_))
1289 2735 aaronmk
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1290 2705 aaronmk
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1291 2429 aaronmk
        except DatabaseErrors, e:
1292
            log_exc(e)
1293
1294 2531 aaronmk
            msg = 'No handler for exception: '+exc.str_(e)
1295 2451 aaronmk
            warnings.warn(DbWarning(msg))
1296
            log_debug(msg)
1297
            remove_all_rows()
1298 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1299 2132 aaronmk
1300 2357 aaronmk
    if row_ct_ref != None and cur.rowcount >= 0:
1301
        row_ct_ref[0] += cur.rowcount
1302
1303
    if has_joins:
1304
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1305 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1306 2420 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols)
1307 2357 aaronmk
    else:
1308 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1309 2357 aaronmk
1310 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1311 2786 aaronmk
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1312 2404 aaronmk
            into=insert_in_pkeys)
1313
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1314 2357 aaronmk
1315 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1316
            insert_in_pkeys)
1317
1318 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1319 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1320 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1321 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1322 2357 aaronmk
1323 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1324 2594 aaronmk
    add_pkey(db, into)
1325 2407 aaronmk
1326 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1327 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1328 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1329
        # must use join_same_not_null or query will take forever
1330 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1331 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1332 2357 aaronmk
1333 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1334 2428 aaronmk
1335 2702 aaronmk
    srcs = []
1336
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1337
    return sql_gen.Col(out_pkey, into, srcs)
1338 2115 aaronmk
1339
##### Data cleanup
1340
1341 2290 aaronmk
def cleanup_table(db, table, cols):
1342 2677 aaronmk
    table = sql_gen.as_Table(table)
1343
    cols = map(sql_gen.as_Col, cols)
1344 2115 aaronmk
1345 2677 aaronmk
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1346
        +db.esc_value(r'\N')+')')
1347
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1348
        for v in cols]
1349 2115 aaronmk
1350 2677 aaronmk
    update(db, table, changes)