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1 11 aaronmk
# Database access
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import copy
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import operator
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import re
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import warnings
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import exc
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import dicts
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import iters
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import lists
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from Proxy import Proxy
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import rand
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import sql_gen
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import strings
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import util
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##### Exceptions
19
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def get_cur_query(cur, input_query=None, input_params=None):
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    raw_query = None
22
    if hasattr(cur, 'query'): raw_query = cur.query
23
    elif hasattr(cur, '_last_executed'): raw_query = cur._last_executed
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25
    if raw_query != None: return raw_query
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    else: return '[input] '+strings.ustr(input_query)+' % '+repr(input_params)
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def _add_cursor_info(e, *args, **kw_args):
29
    '''For params, see get_cur_query()'''
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)
36
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class ExceptionWithName(DbException):
38
    def __init__(self, name, cause=None):
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        DbException.__init__(self, 'for name: '+strings.as_tt(str(name)), cause)
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        self.name = name
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class ExceptionWithNameValue(DbException):
43
    def __init__(self, name, value, cause=None):
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        DbException.__init__(self, 'for name: '+strings.as_tt(str(name))
45
            +'; value: '+strings.as_tt(repr(value)), cause)
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        self.name = name
47
        self.value = value
48
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class ConstraintException(DbException):
50
    def __init__(self, name, cols, cause=None):
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        DbException.__init__(self, 'Violated '+strings.as_tt(name)
52
            +' constraint on columns: '+strings.as_tt(', '.join(cols)), cause)
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        self.name = name
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        self.cols = cols
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class MissingCastException(DbException):
57
    def __init__(self, type_, col, cause=None):
58
        DbException.__init__(self, 'Missing cast to type '+strings.as_tt(type_)
59
            +' on column: '+strings.as_tt(col), cause)
60
        self.type = type_
61
        self.col = col
62
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class NameException(DbException): pass
64
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class DuplicateKeyException(ConstraintException): pass
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class NullValueException(ConstraintException): pass
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class FunctionValueException(ExceptionWithNameValue): pass
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class DuplicateTableException(ExceptionWithName): pass
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class DuplicateFunctionException(ExceptionWithName): pass
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class EmptyRowException(DbException): pass
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##### Warnings
78
79
class DbWarning(UserWarning): pass
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##### Result retrieval
82
83
def col_names(cur): return (col[0] for col in cur.description)
84
85
def rows(cur): return iter(lambda: cur.fetchone(), None)
86
87
def consume_rows(cur):
88
    '''Used to fetch all rows so result will be cached'''
89
    iters.consume_iter(rows(cur))
90
91
def next_row(cur): return rows(cur).next()
92
93
def row(cur):
94
    row_ = next_row(cur)
95
    consume_rows(cur)
96
    return row_
97
98
def next_value(cur): return next_row(cur)[0]
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100
def value(cur): return row(cur)[0]
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102
def values(cur): return iters.func_iter(lambda: next_value(cur))
103
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def value_or_none(cur):
105
    try: return value(cur)
106
    except StopIteration: return None
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##### Input validation
109
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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)
118
119
def esc_name(db, name, **kw_args):
120
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
121
122
def qual_name(db, schema, table):
123
    def esc_name_(name): return esc_name(db, name)
124
    table = esc_name_(table)
125
    if schema != None: return esc_name_(schema)+'.'+table
126
    else: return table
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##### Database connections
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db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
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db_engines = {
133
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
134
    'PostgreSQL': ('psycopg2', {}),
135
}
136
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DatabaseErrors_set = set([DbException])
138
DatabaseErrors = tuple(DatabaseErrors_set)
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140
def _add_module(module):
141
    DatabaseErrors_set.add(module.DatabaseError)
142
    global DatabaseErrors
143
    DatabaseErrors = tuple(DatabaseErrors_set)
144
145
def db_config_str(db_config):
146
    return db_config['engine']+' database '+db_config['database']
147
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def _query_lookup(query, params): return (query, dicts.make_hashable(params))
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log_debug_none = lambda msg, level=2: None
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class DbConn:
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    def __init__(self, db_config, serializable=True, autocommit=False,
154
        caching=True, log_debug=log_debug_none):
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        self.db_config = db_config
156
        self.serializable = serializable
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        self.autocommit = autocommit
158
        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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162
        self.__db = None
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        self.query_results = {}
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        self._savepoint = 0
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166
    def __getattr__(self, name):
167
        if name == '__dict__': raise Exception('getting __dict__')
168
        if name == 'db': return self._db()
169
        else: raise AttributeError()
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    def __getstate__(self):
172
        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
175
        return state
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    def connected(self): return self.__db != None
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    def _db(self):
180
        if self.__db == None:
181
            # Process db_config
182
            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')]
185
            module = __import__(module_name)
186
            _add_module(module)
187
            for orig, new in mappings.iteritems():
188
                try: util.rename_key(db_config, orig, new)
189
                except KeyError: pass
190
191
            # Connect
192
            self.__db = module.connect(**db_config)
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            # Configure connection
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            if self.serializable and not self.autocommit: run_raw_query(self,
196
                'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE')
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            if schemas != None:
198
                schemas_ = ''.join((esc_name(self, s)+', '
199
                    for s in schemas.split(',')))
200
                run_raw_query(self, "SELECT set_config('search_path', \
201
%s || current_setting('search_path'), false)", [schemas_])
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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)
219
                    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
224
                self._cache_result()
225
                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):
231
            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):
257
                try: return self.iter.next()
258
                except StopIteration: return None
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    def esc_value(self, value):
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        module = util.root_module(self.db)
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        if module == 'psycopg2': str_ = self.db.cursor().mogrify('%s', [value])
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        elif module == 'MySQLdb':
264
            import _mysql
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            str_ = _mysql.escape_string(value)
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        else: raise NotImplementedError("Can't escape value for "+module
267
            +' database')
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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 run_query(self, query, params=None, 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
276
            throws one of these exceptions.
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        '''
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        assert query != None
279
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        if not self.caching: cacheable = False
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        used_cache = False
282
        try:
283 1927 aaronmk
            # Get cursor
284
            if cacheable:
285
                query_lookup = _query_lookup(query, params)
286
                try:
287
                    cur = self.query_results[query_lookup]
288
                    used_cache = True
289
                except KeyError: cur = self.DbCursor(self)
290
            else: cur = self.db.cursor()
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292
            # Run query
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            cur.execute(query, params)
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        finally:
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            if self.debug and debug_msg_ref != None:# only compute msg if needed
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                if used_cache: cache_status = 'cache hit'
297
                elif cacheable: cache_status = 'cache miss'
298
                else: cache_status = 'non-cacheable'
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                query_code = strings.as_code(str(get_cur_query(cur, query,
300
                    params)), 'SQL')
301
                debug_msg_ref[0] = 'DB query: '+cache_status+':\n'+query_code
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303
        return cur
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305
    def is_cached(self, query, params=None):
306
        return _query_lookup(query, params) in self.query_results
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308
    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
312
        try:
313
            try: return_val = func()
314
            finally:
315
                self._savepoint -= 1
316
                assert self._savepoint >= 0
317
        except:
318 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
319 2139 aaronmk
            raise
320
        else:
321 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
322 2191 aaronmk
            self.do_autocommit()
323 2139 aaronmk
            return return_val
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325
    def do_autocommit(self):
326
        '''Autocommits if outside savepoint'''
327
        assert self._savepoint >= 0
328
        if self.autocommit and self._savepoint == 0:
329
            self.log_debug('Autocommiting')
330
            self.db.commit()
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332
    def col_default(self, col):
333
        table = sql_gen.Table('columns', 'information_schema')
334
335
        conds = [('table_name', col.table.name), ('column_name', col.name)]
336
        schema = col.table.schema
337
        if schema != None: conds.append(('table_schema', schema))
338
339
        return value(select(self, table, ['column_default'], conds,
340
            order_by='table_schema', limit=1, log_level=3))
341
            # TODO: order_by search_path schema order
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connect = DbConn
344
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##### Querying
346
347 1894 aaronmk
def run_raw_query(db, *args, **kw_args):
348 2085 aaronmk
    '''For params, see DbConn.run_query()'''
349 1894 aaronmk
    return db.run_query(*args, **kw_args)
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def mogrify(db, query, params):
352
    module = util.root_module(db.db)
353
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
354
    else: raise NotImplementedError("Can't mogrify query for "+module+
355
        ' database')
356
357 832 aaronmk
##### Recoverable querying
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359 2139 aaronmk
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,
362
    log_level=2, log_ignore_excs=None, **kw_args):
363 2441 aaronmk
    '''For params, see run_raw_query()'''
364 830 aaronmk
    if recover == None: recover = False
365 2464 aaronmk
    if log_ignore_excs == None: log_ignore_excs = ()
366
    log_ignore_excs = tuple(log_ignore_excs)
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368 2464 aaronmk
    debug_msg_ref = [None]
369 2148 aaronmk
    try:
370 2464 aaronmk
        try:
371
            def run(): return run_raw_query(db, query, params, cacheable,
372
                log_level, debug_msg_ref, **kw_args)
373
            if recover and not db.is_cached(query, params):
374
                return with_savepoint(db, run)
375
            else: return run() # don't need savepoint if cached
376
        except Exception, e:
377
            if not recover: raise # need savepoint to run index_cols()
378
            msg = exc.str_(e)
379
380
            match = re.search(r'duplicate key value violates unique constraint '
381 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
382 2464 aaronmk
            if match:
383
                constraint, table = match.groups()
384
                try: cols = index_cols(db, table, constraint)
385
                except NotImplementedError: raise e
386
                else: raise DuplicateKeyException(constraint, cols, e)
387
388 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
389 2464 aaronmk
                r' constraint', msg)
390
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
391
392
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
393
                r'|date/time field value out of range): "(.+?)"\n'
394 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
395 2464 aaronmk
            if match:
396
                value, name = match.groups()
397
                raise FunctionValueException(name, strings.to_unicode(value), e)
398
399 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
400 2523 aaronmk
                r'is of type', msg)
401
            if match:
402
                col, type_ = match.groups()
403
                raise MissingCastException(type_, col, e)
404
405 2493 aaronmk
            match = re.search(r'relation "(.+?)" already exists', msg)
406 2464 aaronmk
            if match: raise DuplicateTableException(match.group(1), e)
407
408 2493 aaronmk
            match = re.search(r'function "(.+?)" already exists', msg)
409 2464 aaronmk
            if match: raise DuplicateFunctionException(match.group(1), e)
410
411
            raise # no specific exception raised
412
    except log_ignore_excs:
413
        log_level += 2
414
        raise
415
    finally:
416
        if debug_msg_ref[0] != None: db.log_debug(debug_msg_ref[0], log_level)
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418 832 aaronmk
##### Basic queries
419
420 2153 aaronmk
def next_version(name):
421 2163 aaronmk
    version = 1 # first existing name was version 0
422 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
423 2153 aaronmk
    if match:
424 2586 aaronmk
        name, version = match.groups()
425
        version = int(version)+1
426 2588 aaronmk
    return sql_gen.add_suffix(name, '#'+str(version))
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428 2386 aaronmk
def run_query_into(db, query, params, into=None, *args, **kw_args):
429 2085 aaronmk
    '''Outputs a query to a temp table.
430
    For params, see run_query().
431
    '''
432 2386 aaronmk
    if into == None: return run_query(db, query, params, *args, **kw_args)
433 2085 aaronmk
    else: # place rows in temp table
434 2386 aaronmk
        assert isinstance(into, sql_gen.Table)
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436 2153 aaronmk
        kw_args['recover'] = True
437 2464 aaronmk
        kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
438 2440 aaronmk
439 2468 aaronmk
        temp = not db.autocommit # tables are permanent in autocommit mode
440 2440 aaronmk
        # "temporary tables cannot specify a schema name", so remove schema
441
        if temp: into.schema = None
442
443 2153 aaronmk
        while True:
444
            try:
445 2194 aaronmk
                create_query = 'CREATE'
446 2440 aaronmk
                if temp: create_query += ' TEMP'
447 2467 aaronmk
                create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
448 2194 aaronmk
449
                return run_query(db, create_query, params, *args, **kw_args)
450 2153 aaronmk
                    # CREATE TABLE AS sets rowcount to # rows in query
451
            except DuplicateTableException, e:
452 2386 aaronmk
                into.name = next_version(into.name)
453 2153 aaronmk
                # try again with next version of name
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455 2120 aaronmk
order_by_pkey = object() # tells mk_select() to order by the pkey
456
457 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
458
459 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
460 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
461 1981 aaronmk
    '''
462 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
463 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
464 1981 aaronmk
    @param fields Use None to select all fields in the table
465 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
466 2379 aaronmk
        * container can be any iterable type
467 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
468
        * compare_right_side: sql_gen.ValueCond|literal value
469 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
470
        use all columns
471 2054 aaronmk
    @return tuple(query, params)
472 1981 aaronmk
    '''
473 2315 aaronmk
    # Parse tables param
474 2121 aaronmk
    if not lists.is_seq(tables): tables = [tables]
475 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
476 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
477 2121 aaronmk
478 2315 aaronmk
    # Parse other params
479 2376 aaronmk
    if conds == None: conds = []
480 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
481 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
482 135 aaronmk
    assert limit == None or type(limit) == int
483 865 aaronmk
    assert start == None or type(start) == int
484 2315 aaronmk
    if order_by is order_by_pkey:
485
        if distinct_on != []: order_by = None
486
        else: order_by = pkey(db, table0, recover=True)
487 865 aaronmk
488 2315 aaronmk
    query = 'SELECT'
489 2056 aaronmk
490 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
491 2056 aaronmk
492 2200 aaronmk
    # DISTINCT ON columns
493 2233 aaronmk
    if distinct_on != []:
494 2467 aaronmk
        query += '\nDISTINCT'
495 2254 aaronmk
        if distinct_on is not distinct_on_all:
496 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
497
498
    # Columns
499 2467 aaronmk
    query += '\n'
500 1135 aaronmk
    if fields == None: query += '*'
501 2479 aaronmk
    else: query += '\n, '.join(map(parse_col, fields))
502 2200 aaronmk
503
    # Main table
504 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
505 865 aaronmk
506 2122 aaronmk
    # Add joins
507 2271 aaronmk
    left_table = table0
508 2263 aaronmk
    for join_ in tables:
509
        table = join_.table
510 2238 aaronmk
511 2343 aaronmk
        # Parse special values
512
        if join_.type_ is sql_gen.filter_out: # filter no match
513 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
514
                None))
515 2343 aaronmk
516 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
517 2122 aaronmk
518
        left_table = table
519
520 865 aaronmk
    missing = True
521 2376 aaronmk
    if conds != []:
522 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
523
        else: whitespace = '\n'
524 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
525
            .to_str(db) for l, r in conds], 'WHERE')
526 865 aaronmk
        missing = False
527 2227 aaronmk
    if order_by != None:
528 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
529
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
530 865 aaronmk
    if start != None:
531 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
532 865 aaronmk
        missing = False
533
    if missing: warnings.warn(DbWarning(
534
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
535
536 2315 aaronmk
    return (query, [])
537 11 aaronmk
538 2054 aaronmk
def select(db, *args, **kw_args):
539
    '''For params, see mk_select() and run_query()'''
540
    recover = kw_args.pop('recover', None)
541
    cacheable = kw_args.pop('cacheable', True)
542 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
543 2054 aaronmk
544
    query, params = mk_select(db, *args, **kw_args)
545 2442 aaronmk
    return run_query(db, query, params, recover, cacheable, log_level=log_level)
546 2054 aaronmk
547 2066 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, params=None,
548 2292 aaronmk
    returning=None, embeddable=False):
549 1960 aaronmk
    '''
550
    @param returning str|None An inserted column (such as pkey) to return
551 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
552 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
553
        query will be fully cached, not just if it raises an exception.
554 1960 aaronmk
    '''
555 2328 aaronmk
    table = sql_gen.as_Table(table)
556 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
557 2646 aaronmk
    if cols != None:
558
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
559 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
560 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
561 2063 aaronmk
562
    # Build query
563 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
564
    query = first_line
565 2467 aaronmk
    if cols != None: query += '\n('+', '.join(cols)+')'
566
    query += '\n'+select_query
567 2063 aaronmk
568
    if returning != None:
569 2327 aaronmk
        returning_name = copy.copy(returning)
570
        returning_name.table = None
571
        returning_name = returning_name.to_str(db)
572 2467 aaronmk
        query += '\nRETURNING '+returning_name
573 2063 aaronmk
574 2070 aaronmk
    if embeddable:
575 2327 aaronmk
        assert returning != None
576
577 2070 aaronmk
        # Create function
578 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
579 2327 aaronmk
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
580 2189 aaronmk
        while True:
581
            try:
582 2327 aaronmk
                func_schema = None
583 2468 aaronmk
                if not db.autocommit: func_schema = 'pg_temp'
584 2327 aaronmk
                function = sql_gen.Table(function_name, func_schema).to_str(db)
585 2194 aaronmk
586 2189 aaronmk
                function_query = '''\
587 2467 aaronmk
CREATE FUNCTION '''+function+'''()
588
RETURNS '''+return_type+'''
589
LANGUAGE sql
590
AS $$
591
'''+mogrify(db, query, params)+''';
592
$$;
593 2070 aaronmk
'''
594 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
595 2464 aaronmk
                    log_ignore_excs=(DuplicateFunctionException,))
596 2189 aaronmk
                break # this version was successful
597
            except DuplicateFunctionException, e:
598
                function_name = next_version(function_name)
599
                # try again with next version of name
600 2070 aaronmk
601 2337 aaronmk
        # Return query that uses function
602
        func_table = sql_gen.NamedTable('f', sql_gen.CustomCode(function+'()'),
603
            [returning_name]) # AS clause requires function alias
604
        return mk_select(db, func_table, start=0, order_by=None)
605 2070 aaronmk
606 2066 aaronmk
    return (query, params)
607
608
def insert_select(db, *args, **kw_args):
609 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
610 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
611
        values in
612 2072 aaronmk
    '''
613 2386 aaronmk
    into = kw_args.pop('into', None)
614
    if into != None: kw_args['embeddable'] = True
615 2066 aaronmk
    recover = kw_args.pop('recover', None)
616
    cacheable = kw_args.pop('cacheable', True)
617
618
    query, params = mk_insert_select(db, *args, **kw_args)
619 2386 aaronmk
    return run_query_into(db, query, params, into, recover=recover,
620 2153 aaronmk
        cacheable=cacheable)
621 2063 aaronmk
622 2066 aaronmk
default = object() # tells insert() to use the default value for a column
623
624 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
625 2085 aaronmk
    '''For params, see insert_select()'''
626 1960 aaronmk
    if lists.is_seq(row): cols = None
627
    else:
628
        cols = row.keys()
629
        row = row.values()
630
    row = list(row) # ensure that "!= []" works
631
632 1961 aaronmk
    # Check for special values
633
    labels = []
634
    values = []
635
    for value in row:
636 2647 aaronmk
        value = sql_gen.remove_col_rename(sql_gen.as_Value(value)).value
637 2254 aaronmk
        if value is default: labels.append('DEFAULT')
638 1961 aaronmk
        else:
639
            labels.append('%s')
640
            values.append(value)
641
642
    # Build query
643 2467 aaronmk
    if values != []: query = 'VALUES ('+(', '.join(labels))+')'
644 2063 aaronmk
    else: query = None
645 1554 aaronmk
646 2064 aaronmk
    return insert_select(db, table, cols, query, values, *args, **kw_args)
647 11 aaronmk
648 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
649
    '''
650
    @param changes [(col, new_value),...]
651
        * container can be any iterable type
652
        * col: sql_gen.Code|str (for col name)
653
        * new_value: sql_gen.Code|literal value
654
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
655
    @return str query
656
    '''
657
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
658 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
659 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
660 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
661 2402 aaronmk
662
    return query
663
664
def update(db, *args, **kw_args):
665
    '''For params, see mk_update() and run_query()'''
666
    recover = kw_args.pop('recover', None)
667
668
    return run_query(db, mk_update(db, *args, **kw_args), [], recover)
669
670 135 aaronmk
def last_insert_id(db):
671 1849 aaronmk
    module = util.root_module(db.db)
672 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
673
    elif module == 'MySQLdb': return db.insert_id()
674
    else: return None
675 13 aaronmk
676 1968 aaronmk
def truncate(db, table, schema='public'):
677
    return run_query(db, 'TRUNCATE '+qual_name(db, schema, table)+' CASCADE')
678 832 aaronmk
679 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
680 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
681 2415 aaronmk
    to names that will be distinct among the columns' tables.
682 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
683 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
684
    @param into The table for the new columns.
685 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
686
        columns will be included in the mapping even if they are not in cols.
687
        The tables of the provided Col objects will be changed to into, so make
688
        copies of them if you want to keep the original tables.
689
    @param as_items Whether to return a list of dict items instead of a dict
690 2383 aaronmk
    @return dict(orig_col=new_col, ...)
691
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
692 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
693
        * All mappings use the into table so its name can easily be
694 2383 aaronmk
          changed for all columns at once
695
    '''
696 2415 aaronmk
    cols = lists.uniqify(cols)
697
698 2394 aaronmk
    items = []
699 2389 aaronmk
    for col in preserve:
700 2390 aaronmk
        orig_col = copy.copy(col)
701 2392 aaronmk
        col.table = into
702 2394 aaronmk
        items.append((orig_col, col))
703
    preserve = set(preserve)
704
    for col in cols:
705 2515 aaronmk
        if col not in preserve: items.append((col, sql_gen.Col(str(col), into)))
706 2394 aaronmk
707
    if not as_items: items = dict(items)
708
    return items
709 2383 aaronmk
710 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
711 2391 aaronmk
    '''For params, see mk_flatten_mapping()
712
    @return See return value of mk_flatten_mapping()
713
    '''
714 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
715
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
716 2391 aaronmk
    run_query_into(db, *mk_select(db, joins, cols, limit=limit, start=start),
717 2392 aaronmk
        into=into)
718 2394 aaronmk
    return dict(items)
719 2391 aaronmk
720 2414 aaronmk
##### Database structure queries
721
722 2426 aaronmk
def table_row_count(db, table, recover=None):
723
    return value(run_query(db, *mk_select(db, table, [sql_gen.row_count],
724 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
725 2426 aaronmk
726 2414 aaronmk
def table_cols(db, table, recover=None):
727
    return list(col_names(select(db, table, limit=0, order_by=None,
728 2443 aaronmk
        recover=recover, log_level=4)))
729 2414 aaronmk
730 2291 aaronmk
def pkey(db, table, recover=None):
731 832 aaronmk
    '''Assumed to be first column in table'''
732 2339 aaronmk
    return table_cols(db, table, recover)[0]
733 832 aaronmk
734 2559 aaronmk
not_null_col = 'not_null_col'
735 2340 aaronmk
736
def table_not_null_col(db, table, recover=None):
737
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
738
    if not_null_col in table_cols(db, table, recover): return not_null_col
739
    else: return pkey(db, table, recover)
740
741 853 aaronmk
def index_cols(db, table, index):
742
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
743
    automatically created. When you don't know whether something is a UNIQUE
744
    constraint or a UNIQUE index, use this function.'''
745 1909 aaronmk
    module = util.root_module(db.db)
746
    if module == 'psycopg2':
747
        return list(values(run_query(db, '''\
748 853 aaronmk
SELECT attname
749 866 aaronmk
FROM
750
(
751
        SELECT attnum, attname
752
        FROM pg_index
753
        JOIN pg_class index ON index.oid = indexrelid
754
        JOIN pg_class table_ ON table_.oid = indrelid
755
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
756
        WHERE
757
            table_.relname = %(table)s
758
            AND index.relname = %(index)s
759
    UNION
760
        SELECT attnum, attname
761
        FROM
762
        (
763
            SELECT
764
                indrelid
765
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
766
                    AS indkey
767
            FROM pg_index
768
            JOIN pg_class index ON index.oid = indexrelid
769
            JOIN pg_class table_ ON table_.oid = indrelid
770
            WHERE
771
                table_.relname = %(table)s
772
                AND index.relname = %(index)s
773
        ) s
774
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
775
) s
776 853 aaronmk
ORDER BY attnum
777
''',
778 2443 aaronmk
            {'table': table, 'index': index}, cacheable=True, log_level=4)))
779 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
780
        ' database')
781 853 aaronmk
782 464 aaronmk
def constraint_cols(db, table, constraint):
783 1849 aaronmk
    module = util.root_module(db.db)
784 464 aaronmk
    if module == 'psycopg2':
785
        return list(values(run_query(db, '''\
786
SELECT attname
787
FROM pg_constraint
788
JOIN pg_class ON pg_class.oid = conrelid
789
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
790
WHERE
791
    relname = %(table)s
792
    AND conname = %(constraint)s
793
ORDER BY attnum
794
''',
795
            {'table': table, 'constraint': constraint})))
796
    else: raise NotImplementedError("Can't list constraint columns for "+module+
797
        ' database')
798
799 2096 aaronmk
row_num_col = '_row_num'
800
801 2538 aaronmk
def add_index(db, expr):
802
    '''Adds an index on a column or expression if it doesn't already exist.
803
    Currently, only function calls are supported as expressions.
804
    '''
805
    expr = copy.copy(expr) # don't modify input!
806
807
    # Extract col
808 2539 aaronmk
    if isinstance(expr, sql_gen.FunctionCall):
809
        col = expr.args[0]
810 2541 aaronmk
        expr = sql_gen.Expr(expr)
811 2538 aaronmk
    else: col = expr
812 2408 aaronmk
    assert sql_gen.is_table_col(col)
813
814 2538 aaronmk
    index = sql_gen.as_Table(str(expr))
815 2408 aaronmk
    table = col.table
816 2538 aaronmk
    col.table = None
817 2408 aaronmk
    try: run_query(db, 'CREATE INDEX '+index.to_str(db)+' ON '+table.to_str(db)
818 2538 aaronmk
        +' ('+expr.to_str(db)+')', recover=True, cacheable=True, log_level=3)
819 2408 aaronmk
    except DuplicateTableException: pass # index already existed
820
821 2594 aaronmk
def add_pkey(db, table, recover=None):
822 2406 aaronmk
    '''Makes the first column in a table the primary key.
823
    @pre The table must not already have a primary key.
824
    '''
825
    table = sql_gen.as_Table(table)
826
827 2590 aaronmk
    index = sql_gen.as_Table(sql_gen.add_suffix(table.name, '_pkey'))
828 2406 aaronmk
    col = sql_gen.to_name_only_col(pkey(db, table, recover))
829 2614 aaronmk
    try:
830
        run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD CONSTRAINT '
831
            +index.to_str(db)+' PRIMARY KEY('+col.to_str(db)+')',
832
            recover=True, cacheable=True, log_level=3,
833
            log_ignore_excs=(DuplicateTableException,))
834
    except DuplicateTableException, e:
835
        index.name = next_version(index.name)
836
        # try again with next version of name
837 2406 aaronmk
838 2086 aaronmk
def add_row_num(db, table):
839 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
840
    be the primary key.'''
841 2320 aaronmk
    table = sql_gen.as_Table(table).to_str(db)
842 2096 aaronmk
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
843 2443 aaronmk
        +' serial NOT NULL PRIMARY KEY', log_level=3)
844 2086 aaronmk
845 2548 aaronmk
def tables(db, schema_like='public', table_like='%'):
846 1849 aaronmk
    module = util.root_module(db.db)
847 2548 aaronmk
    params = {'schema_like': schema_like, 'table_like': table_like}
848 832 aaronmk
    if module == 'psycopg2':
849 1968 aaronmk
        return values(run_query(db, '''\
850
SELECT tablename
851
FROM pg_tables
852
WHERE
853 2548 aaronmk
    schemaname LIKE %(schema_like)s
854 1968 aaronmk
    AND tablename LIKE %(table_like)s
855
ORDER BY tablename
856
''',
857
            params, cacheable=True))
858
    elif module == 'MySQLdb':
859
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
860
            cacheable=True))
861 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
862 830 aaronmk
863 833 aaronmk
##### Database management
864
865 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
866
    '''For kw_args, see tables()'''
867
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
868 833 aaronmk
869 832 aaronmk
##### Heuristic queries
870
871 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
872 1554 aaronmk
    '''Recovers from errors.
873 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
874
    '''
875 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
876 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
877
878 471 aaronmk
    try:
879 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
880 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
881
            row_ct_ref[0] += cur.rowcount
882
        return value(cur)
883 471 aaronmk
    except DuplicateKeyException, e:
884 2653 aaronmk
        row = sql_gen.ColDict(db, table,
885
            util.dict_subset_right_join(row, e.cols))
886
        return value(select(db, table, [pkey_], row, recover=True))
887 471 aaronmk
888 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
889 830 aaronmk
    '''Recovers from errors'''
890 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
891 14 aaronmk
    except StopIteration:
892 40 aaronmk
        if not create: raise
893 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
894 2078 aaronmk
895 2593 aaronmk
def is_func_result(col):
896
    return col.table.name.find('(') >= 0 and col.name == 'result'
897
898 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
899 2615 aaronmk
    def in_col_str(in_col):
900
        in_col = sql_gen.remove_col_rename(in_col)
901
        if isinstance(in_col, sql_gen.Col):
902
            table = in_col.table
903
            if table == in_tables0:
904
                in_col = sql_gen.to_name_only_col(in_col)
905
            elif is_func_result(in_col): in_col = table # omit col name
906
        return str(in_col)
907
908 2580 aaronmk
    str_ = str(out_table)
909
    if is_func:
910 2615 aaronmk
        str_ += '('
911 2580 aaronmk
912 2615 aaronmk
        try: value_in_col = mapping['value']
913
        except KeyError:
914 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
915 2615 aaronmk
                for k, v in mapping.iteritems()))
916
        else: str_ += in_col_str(value_in_col)
917
918
        str_ += ')'
919 2580 aaronmk
    else: str_ += '_pkeys'
920
    return str_
921
922 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
923 2552 aaronmk
    default=None, is_func=False):
924 2078 aaronmk
    '''Recovers from errors.
925
    Only works under PostgreSQL (uses INSERT RETURNING).
926 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
927
        tables to join with it using the main input table's pkey
928 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
929 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
930
        * in_table_col: sql_gen.Col|literal-value
931 2489 aaronmk
    @param into The table to contain the output and input pkeys.
932 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
933 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
934
        If this output column does not exist in the mapping, uses None.
935 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
936 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
937 2078 aaronmk
    '''
938 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
939 2642 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
940 2312 aaronmk
941 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
942 2505 aaronmk
    def col_ustr(str_):
943 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
944 2450 aaronmk
945 2486 aaronmk
    log_debug('********** New iteration **********')
946 2505 aaronmk
    log_debug('Inserting these input columns into '+strings.as_tt(
947
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
948 2463 aaronmk
949 2382 aaronmk
    # Create input joins from list of input tables
950
    in_tables_ = in_tables[:] # don't modify input!
951
    in_tables0 = in_tables_.pop(0) # first table is separate
952 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
953 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
954 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
955
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
956 2131 aaronmk
957 2592 aaronmk
    if into == None:
958
        into = into_table_name(out_table, in_tables0, mapping, is_func)
959
    into = sql_gen.as_Table(into)
960
961 2486 aaronmk
    log_debug('Joining together input tables into temp table')
962 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
963 2584 aaronmk
    in_table = sql_gen.Table('in')
964 2395 aaronmk
    flatten_cols = filter(sql_gen.is_table_col, mapping.values())
965
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins,
966
        flatten_cols, preserve=[in_pkey_col], start=0))
967
    input_joins = [in_table]
968 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
969 2395 aaronmk
970 2509 aaronmk
    # Resolve default value column
971
    try: default = mapping[default]
972
    except KeyError:
973
        if default != None:
974
            db.log_debug('Default value column '
975
                +strings.as_tt(strings.repr_no_u(default))
976 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
977 2509 aaronmk
            default = None
978
979 2279 aaronmk
    out_pkey = pkey(db, out_table, recover=True)
980 2285 aaronmk
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
981 2142 aaronmk
982 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
983 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
984
985 2201 aaronmk
    pkeys_table_exists_ref = [False]
986 2420 aaronmk
    def insert_into_pkeys(joins, cols):
987
        query, params = mk_select(db, joins, cols, order_by=None, start=0)
988 2201 aaronmk
        if pkeys_table_exists_ref[0]:
989 2489 aaronmk
            insert_select(db, into, pkeys_names, query, params)
990 2201 aaronmk
        else:
991 2489 aaronmk
            run_query_into(db, query, params, into=into)
992 2201 aaronmk
            pkeys_table_exists_ref[0] = True
993
994 2429 aaronmk
    limit_ref = [None]
995 2380 aaronmk
    conds = set()
996 2233 aaronmk
    distinct_on = []
997 2325 aaronmk
    def mk_main_select(joins, cols):
998 2429 aaronmk
        return mk_select(db, joins, cols, conds, distinct_on,
999
            limit=limit_ref[0], start=0)
1000 2132 aaronmk
1001 2519 aaronmk
    exc_strs = set()
1002 2309 aaronmk
    def log_exc(e):
1003 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1004
        log_debug('Caught exception: '+e_str)
1005
        assert e_str not in exc_strs # avoid infinite loops
1006
        exc_strs.add(e_str)
1007 2451 aaronmk
    def remove_all_rows():
1008 2450 aaronmk
        log_debug('Returning NULL for all rows')
1009 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1010 2409 aaronmk
    def ignore(in_col, value):
1011 2545 aaronmk
        in_col_str = strings.as_tt(repr(in_col))
1012 2544 aaronmk
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1013
            level=2.5)
1014 2537 aaronmk
        add_index(db, in_col)
1015 2545 aaronmk
        log_debug('Ignoring rows with '+in_col_str+' = '
1016
            +strings.as_tt(repr(value)))
1017 2403 aaronmk
    def remove_rows(in_col, value):
1018 2409 aaronmk
        ignore(in_col, value)
1019 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1020
        assert cond not in conds # avoid infinite loops
1021 2380 aaronmk
        conds.add(cond)
1022 2403 aaronmk
    def invalid2null(in_col, value):
1023 2409 aaronmk
        ignore(in_col, value)
1024 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1025
            sql_gen.ColValueCond(in_col, value))
1026 2245 aaronmk
1027 2589 aaronmk
    def insert_pkeys_table(which):
1028
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1029
            '_insert_'+which+'_pkeys'))
1030
    insert_out_pkeys = insert_pkeys_table('out')
1031
    insert_in_pkeys = insert_pkeys_table('in')
1032
1033 2206 aaronmk
    # Do inserts and selects
1034 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1035 2206 aaronmk
    while True:
1036 2521 aaronmk
        if limit_ref[0] == 0: # special case
1037
            log_debug('Creating an empty pkeys table')
1038
            cur = run_query_into(db, *mk_select(db, out_table, [out_pkey],
1039
                limit=limit_ref[0]), into=insert_out_pkeys)
1040
            break # don't do main case
1041
1042 2303 aaronmk
        has_joins = join_cols != {}
1043
1044 2305 aaronmk
        # Prepare to insert new rows
1045 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1046 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1047 2303 aaronmk
        if has_joins:
1048 2317 aaronmk
            distinct_on = [v.to_Col() for v in join_cols.values()]
1049 2325 aaronmk
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1050
                sql_gen.filter_out))
1051
        else:
1052 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1053 2520 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())[0]
1054 2303 aaronmk
1055 2486 aaronmk
        log_debug('Trying to insert new rows')
1056 2206 aaronmk
        try:
1057 2518 aaronmk
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1058
                **insert_args)
1059 2357 aaronmk
            break # insert successful
1060 2206 aaronmk
        except DuplicateKeyException, e:
1061 2309 aaronmk
            log_exc(e)
1062
1063 2258 aaronmk
            old_join_cols = join_cols.copy()
1064 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1065 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1066 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1067 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1068 2230 aaronmk
        except NullValueException, e:
1069 2309 aaronmk
            log_exc(e)
1070
1071 2230 aaronmk
            out_col, = e.cols
1072
            try: in_col = mapping[out_col]
1073 2356 aaronmk
            except KeyError:
1074 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1075 2451 aaronmk
                remove_all_rows()
1076 2403 aaronmk
            else: remove_rows(in_col, None)
1077 2542 aaronmk
        except FunctionValueException, e:
1078
            log_exc(e)
1079
1080
            func_name = e.name
1081
            value = e.value
1082
            for out_col, in_col in mapping.iteritems():
1083 2562 aaronmk
                invalid2null(sql_gen.unwrap_func_call(in_col, func_name), value)
1084 2525 aaronmk
        except MissingCastException, e:
1085
            log_exc(e)
1086
1087
            out_col = e.col
1088 2534 aaronmk
            mapping[out_col] = sql_gen.wrap_in_func(e.type, mapping[out_col])
1089 2429 aaronmk
        except DatabaseErrors, e:
1090
            log_exc(e)
1091
1092 2531 aaronmk
            msg = 'No handler for exception: '+exc.str_(e)
1093 2451 aaronmk
            warnings.warn(DbWarning(msg))
1094
            log_debug(msg)
1095
            remove_all_rows()
1096 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1097 2132 aaronmk
1098 2357 aaronmk
    if row_ct_ref != None and cur.rowcount >= 0:
1099
        row_ct_ref[0] += cur.rowcount
1100
1101
    if has_joins:
1102
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1103 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1104 2420 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols)
1105 2357 aaronmk
    else:
1106 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1107 2357 aaronmk
1108 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1109 2357 aaronmk
        run_query_into(db, *mk_main_select(input_joins, [in_pkey]),
1110 2404 aaronmk
            into=insert_in_pkeys)
1111
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1112 2357 aaronmk
1113 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1114
            insert_in_pkeys)
1115
1116 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1117 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1118 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1119 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1120 2357 aaronmk
1121 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1122 2594 aaronmk
    add_pkey(db, into)
1123 2407 aaronmk
1124 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1125 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1126 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1127
        # must use join_same_not_null or query will take forever
1128 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1129 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1130 2357 aaronmk
1131 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1132 2428 aaronmk
1133 2489 aaronmk
    return sql_gen.Col(out_pkey, into)
1134 2115 aaronmk
1135
##### Data cleanup
1136
1137 2290 aaronmk
def cleanup_table(db, table, cols):
1138 2115 aaronmk
    def esc_name_(name): return esc_name(db, name)
1139
1140 2290 aaronmk
    table = sql_gen.as_Table(table).to_str(db)
1141 2115 aaronmk
    cols = map(esc_name_, cols)
1142
1143
    run_query(db, 'UPDATE '+table+' SET\n'+(',\n'.join(('\n'+col
1144
        +' = nullif(nullif(trim(both from '+col+"), %(null0)s), %(null1)s)"
1145
            for col in cols))),
1146
        dict(null0='', null1=r'\N'))