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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):
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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)
35 14 aaronmk
        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
49 2945 aaronmk
class ExceptionWithNameType(DbException):
50
    def __init__(self, type_, name, cause=None):
51
        DbException.__init__(self, 'for type: '+strings.as_tt(str(type_))
52
            +'; name: '+strings.as_tt(name), cause)
53
        self.type = type_
54
        self.name = name
55
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class ConstraintException(DbException):
57
    def __init__(self, name, cols, cause=None):
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        DbException.__init__(self, 'Violated '+strings.as_tt(name)
59
            +' constraint on columns: '+strings.as_tt(', '.join(cols)), cause)
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        self.name = name
61 468 aaronmk
        self.cols = cols
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class MissingCastException(DbException):
64
    def __init__(self, type_, col, cause=None):
65
        DbException.__init__(self, 'Missing cast to type '+strings.as_tt(type_)
66
            +' on column: '+strings.as_tt(col), cause)
67
        self.type = type_
68
        self.col = col
69
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class NameException(DbException): pass
71
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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 DuplicateException(ExceptionWithNameType): pass
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class EmptyRowException(DbException): pass
81
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##### Warnings
83
84
class DbWarning(UserWarning): pass
85
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##### Result retrieval
87
88
def col_names(cur): return (col[0] for col in cur.description)
89
90
def rows(cur): return iter(lambda: cur.fetchone(), None)
91
92
def consume_rows(cur):
93
    '''Used to fetch all rows so result will be cached'''
94
    iters.consume_iter(rows(cur))
95
96
def next_row(cur): return rows(cur).next()
97
98
def row(cur):
99
    row_ = next_row(cur)
100
    consume_rows(cur)
101
    return row_
102
103
def next_value(cur): return next_row(cur)[0]
104
105
def value(cur): return row(cur)[0]
106
107
def values(cur): return iters.func_iter(lambda: next_value(cur))
108
109
def value_or_none(cur):
110
    try: return value(cur)
111
    except StopIteration: return None
112
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##### Escaping
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def esc_name_by_module(module, name):
116
    if module == 'psycopg2' or module == None: quote = '"'
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    elif module == 'MySQLdb': quote = '`'
118
    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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121
def esc_name_by_engine(engine, name, **kw_args):
122
    return esc_name_by_module(db_engines[engine][0], name, **kw_args)
123
124
def esc_name(db, name, **kw_args):
125
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
126
127
def qual_name(db, schema, table):
128
    def esc_name_(name): return esc_name(db, name)
129
    table = esc_name_(table)
130
    if schema != None: return esc_name_(schema)+'.'+table
131
    else: return table
132
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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 = {
138
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
139
    'PostgreSQL': ('psycopg2', {}),
140
}
141
142
DatabaseErrors_set = set([DbException])
143
DatabaseErrors = tuple(DatabaseErrors_set)
144
145
def _add_module(module):
146
    DatabaseErrors_set.add(module.DatabaseError)
147
    global DatabaseErrors
148
    DatabaseErrors = tuple(DatabaseErrors_set)
149
150
def db_config_str(db_config):
151
    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, autocommit=True, caching=True,
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        log_debug=log_debug_none, debug_temp=False):
158
        '''
159
        @param debug_temp Whether temporary objects should instead be permanent.
160
            This assists in debugging the internal objects used by the program.
161
        '''
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        self.db_config = db_config
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        self.autocommit = autocommit
164
        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.debug_temp = debug_temp
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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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174
    def __getattr__(self, name):
175
        if name == '__dict__': raise Exception('getting __dict__')
176
        if name == 'db': return self._db()
177
        else: raise AttributeError()
178
179
    def __getstate__(self):
180
        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):
188
        if self.__db == None:
189
            # Process db_config
190
            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')]
193
            module = __import__(module_name)
194
            _add_module(module)
195
            for orig, new in mappings.iteritems():
196
                try: util.rename_key(db_config, orig, new)
197
                except KeyError: pass
198
199
            # Connect
200
            self.__db = module.connect(**db_config)
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            # Configure connection
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            if hasattr(self.db, 'set_isolation_level'):
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                import psycopg2.extensions
205
                self.db.set_isolation_level(
206
                    psycopg2.extensions.ISOLATION_LEVEL_READ_COMMITTED)
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            if schemas != None:
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                search_path = [self.esc_name(s) for s in schemas.split(',')]
209
                search_path.append(value(run_query(self, 'SHOW search_path',
210
                    log_level=4)))
211
                run_query(self, 'SET search_path TO '+(','.join(search_path)),
212
                    log_level=3)
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214
        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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224 2802 aaronmk
        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
235
                self._cache_result()
236
                raise
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238
            # Always cache certain queries
239
            if query.startswith('CREATE') or query.startswith('ALTER'):
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                # structural changes
241
                if query.find('ADD COLUMN') < 0: # rest of query must be unique
242
                    self._cache_result()
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            elif self.rowcount == 0 and query.startswith('SELECT'): # empty
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                consume_rows(self) # fetch all rows so result will be cached
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            return cur
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        def fetchone(self):
249
            row = self.inner.fetchone()
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            if row != None: self.result.append(row)
251
            # otherwise, fetched all rows
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            else: self._cache_result()
253
            return row
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255
        def _cache_result(self):
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            # For inserts that return a result set, don't cache result set since
257
            # inserts are not idempotent. Other non-SELECT queries don't have
258
            # their result set read, so only exceptions will be cached (an
259
            # invalid query will always be invalid).
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            if self.query_results != None and (not self._is_insert
261 1906 aaronmk
                or isinstance(self.result, Exception)):
262
263 1894 aaronmk
                assert self.query_lookup != None
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                self.query_results[self.query_lookup] = self.CacheCursor(
265
                    util.dict_subset(dicts.AttrsDictView(self),
266
                    ['query', 'result', 'rowcount', 'description']))
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268 1916 aaronmk
        class CacheCursor:
269
            def __init__(self, cached_result): self.__dict__ = cached_result
270
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            def execute(self, *args, **kw_args):
272 1916 aaronmk
                if isinstance(self.result, Exception): raise self.result
273
                # otherwise, result is a rows list
274
                self.iter = iter(self.result)
275
276
            def fetchone(self):
277
                try: return self.iter.next()
278
                except StopIteration: return None
279 1891 aaronmk
280 2212 aaronmk
    def esc_value(self, value):
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        try: str_ = self.mogrify('%s', [value])
282
        except NotImplementedError, e:
283
            module = util.root_module(self.db)
284
            if module == 'MySQLdb':
285
                import _mysql
286
                str_ = _mysql.escape_string(value)
287
            else: raise e
288 2374 aaronmk
        return strings.to_unicode(str_)
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290 2347 aaronmk
    def esc_name(self, name): return esc_name(self, name) # calls global func
291
292 2814 aaronmk
    def std_code(self, str_):
293
        '''Standardizes SQL code.
294
        * Ensures that string literals are prefixed by `E`
295
        '''
296
        if str_.startswith("'"): str_ = 'E'+str_
297
        return str_
298
299 2665 aaronmk
    def can_mogrify(self):
300 2663 aaronmk
        module = util.root_module(self.db)
301 2665 aaronmk
        return module == 'psycopg2'
302 2663 aaronmk
303 2665 aaronmk
    def mogrify(self, query, params=None):
304
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
305
        else: raise NotImplementedError("Can't mogrify query")
306
307 2671 aaronmk
    def print_notices(self):
308 2725 aaronmk
        if hasattr(self.db, 'notices'):
309
            for msg in self.db.notices:
310
                if msg not in self._notices_seen:
311
                    self._notices_seen.add(msg)
312
                    self.log_debug(msg, level=2)
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314 2793 aaronmk
    def run_query(self, query, cacheable=False, log_level=2,
315 2464 aaronmk
        debug_msg_ref=None):
316 2445 aaronmk
        '''
317 2464 aaronmk
        @param log_ignore_excs The log_level will be increased by 2 if the query
318
            throws one of these exceptions.
319 2664 aaronmk
        @param debug_msg_ref If specified, the log message will be returned in
320
            this instead of being output. This allows you to filter log messages
321
            depending on the result of the query.
322 2445 aaronmk
        '''
323 2167 aaronmk
        assert query != None
324
325 2047 aaronmk
        if not self.caching: cacheable = False
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        used_cache = False
327 2664 aaronmk
328
        def log_msg(query):
329
            if used_cache: cache_status = 'cache hit'
330
            elif cacheable: cache_status = 'cache miss'
331
            else: cache_status = 'non-cacheable'
332
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
333
334 1903 aaronmk
        try:
335 1927 aaronmk
            # Get cursor
336
            if cacheable:
337
                try:
338 2797 aaronmk
                    cur = self.query_results[query]
339 1927 aaronmk
                    used_cache = True
340
                except KeyError: cur = self.DbCursor(self)
341
            else: cur = self.db.cursor()
342
343 2664 aaronmk
            # Log query
344
            if self.debug and debug_msg_ref == None: # log before running
345
                self.log_debug(log_msg(query), log_level)
346
347 1927 aaronmk
            # Run query
348 2793 aaronmk
            cur.execute(query)
349 1903 aaronmk
        finally:
350 2671 aaronmk
            self.print_notices()
351 2664 aaronmk
            if self.debug and debug_msg_ref != None: # return after running
352 2793 aaronmk
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
353 1903 aaronmk
354
        return cur
355 1914 aaronmk
356 2797 aaronmk
    def is_cached(self, query): return query in self.query_results
357 2139 aaronmk
358 2907 aaronmk
    def with_autocommit(self, func):
359 2801 aaronmk
        import psycopg2.extensions
360
361
        prev_isolation_level = self.db.isolation_level
362 2907 aaronmk
        self.db.set_isolation_level(
363
            psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
364 2683 aaronmk
        try: return func()
365 2801 aaronmk
        finally: self.db.set_isolation_level(prev_isolation_level)
366 2683 aaronmk
367 2139 aaronmk
    def with_savepoint(self, func):
368 2171 aaronmk
        savepoint = 'level_'+str(self._savepoint)
369 2443 aaronmk
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
370 2139 aaronmk
        self._savepoint += 1
371 2930 aaronmk
        try: return func()
372 2139 aaronmk
        except:
373 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
374 2139 aaronmk
            raise
375 2930 aaronmk
        finally:
376
            # Always release savepoint, because after ROLLBACK TO SAVEPOINT,
377
            # "The savepoint remains valid and can be rolled back to again"
378
            # (http://www.postgresql.org/docs/8.3/static/sql-rollback-to.html).
379 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
380 2930 aaronmk
381
            self._savepoint -= 1
382
            assert self._savepoint >= 0
383
384
            self.do_autocommit() # OK to do this after ROLLBACK TO SAVEPOINT
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386
    def do_autocommit(self):
387
        '''Autocommits if outside savepoint'''
388
        assert self._savepoint >= 0
389
        if self.autocommit and self._savepoint == 0:
390 2924 aaronmk
            self.log_debug('Autocommitting', level=4)
391 2191 aaronmk
            self.db.commit()
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393 2819 aaronmk
    def col_info(self, col):
394 2643 aaronmk
        table = sql_gen.Table('columns', 'information_schema')
395 2821 aaronmk
        cols = ['data_type', 'column_default',
396
            cast(self, 'boolean', 'is_nullable')]
397 2643 aaronmk
398
        conds = [('table_name', col.table.name), ('column_name', col.name)]
399
        schema = col.table.schema
400
        if schema != None: conds.append(('table_schema', schema))
401
402 2819 aaronmk
        type_, default, nullable = row(select(self, table, cols, conds,
403 2874 aaronmk
            order_by='table_schema', limit=1, log_level=4))
404 2643 aaronmk
            # TODO: order_by search_path schema order
405 2819 aaronmk
        default = sql_gen.as_Code(default, self)
406
407
        return sql_gen.TypedCol(col.name, type_, default, nullable)
408 2917 aaronmk
409
    def TempFunction(self, name):
410
        if self.debug_temp: schema = None
411
        else: schema = 'pg_temp'
412
        return sql_gen.Function(name, schema)
413 1849 aaronmk
414 1869 aaronmk
connect = DbConn
415
416 832 aaronmk
##### Recoverable querying
417 15 aaronmk
418 2139 aaronmk
def with_savepoint(db, func): return db.with_savepoint(func)
419 11 aaronmk
420 2791 aaronmk
def run_query(db, query, recover=None, cacheable=False, log_level=2,
421
    log_ignore_excs=None, **kw_args):
422 2794 aaronmk
    '''For params, see DbConn.run_query()'''
423 830 aaronmk
    if recover == None: recover = False
424 2464 aaronmk
    if log_ignore_excs == None: log_ignore_excs = ()
425
    log_ignore_excs = tuple(log_ignore_excs)
426 830 aaronmk
427 2666 aaronmk
    debug_msg_ref = None # usually, db.run_query() logs query before running it
428
    # But if filtering with log_ignore_excs, wait until after exception parsing
429 2984 aaronmk
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
430 2666 aaronmk
431 2148 aaronmk
    try:
432 2464 aaronmk
        try:
433 2794 aaronmk
            def run(): return db.run_query(query, cacheable, log_level,
434 2793 aaronmk
                debug_msg_ref, **kw_args)
435 2796 aaronmk
            if recover and not db.is_cached(query):
436 2464 aaronmk
                return with_savepoint(db, run)
437
            else: return run() # don't need savepoint if cached
438
        except Exception, e:
439
            if not recover: raise # need savepoint to run index_cols()
440
            msg = exc.str_(e)
441
442
            match = re.search(r'duplicate key value violates unique constraint '
443 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
444 2464 aaronmk
            if match:
445
                constraint, table = match.groups()
446
                try: cols = index_cols(db, table, constraint)
447
                except NotImplementedError: raise e
448
                else: raise DuplicateKeyException(constraint, cols, e)
449
450 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
451 2464 aaronmk
                r' constraint', msg)
452
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
453
454
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
455
                r'|date/time field value out of range): "(.+?)"\n'
456 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
457 2464 aaronmk
            if match:
458
                value, name = match.groups()
459
                raise FunctionValueException(name, strings.to_unicode(value), e)
460
461 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
462 2523 aaronmk
                r'is of type', msg)
463
            if match:
464
                col, type_ = match.groups()
465
                raise MissingCastException(type_, col, e)
466
467 2946 aaronmk
            match = re.search(r'\b(\S+) "(.+?)".*? already exists', msg)
468 2945 aaronmk
            if match:
469
                type_, name = match.groups()
470
                raise DuplicateException(type_, name, e)
471 2464 aaronmk
472
            raise # no specific exception raised
473
    except log_ignore_excs:
474
        log_level += 2
475
        raise
476
    finally:
477 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
478
            db.log_debug(debug_msg_ref[0], log_level)
479 830 aaronmk
480 832 aaronmk
##### Basic queries
481
482 2153 aaronmk
def next_version(name):
483 2163 aaronmk
    version = 1 # first existing name was version 0
484 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
485 2153 aaronmk
    if match:
486 2586 aaronmk
        name, version = match.groups()
487
        version = int(version)+1
488 2932 aaronmk
    return sql_gen.concat(name, '#'+str(version))
489 2153 aaronmk
490 2899 aaronmk
def lock_table(db, table, mode):
491
    table = sql_gen.as_Table(table)
492
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
493
494 2789 aaronmk
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
495 2085 aaronmk
    '''Outputs a query to a temp table.
496
    For params, see run_query().
497
    '''
498 2789 aaronmk
    if into == None: return run_query(db, query, **kw_args)
499 2790 aaronmk
500
    assert isinstance(into, sql_gen.Table)
501
502 2992 aaronmk
    into.is_temp = True
503 3008 aaronmk
    # "temporary tables cannot specify a schema name", so remove schema
504
    into.schema = None
505 2992 aaronmk
506 2790 aaronmk
    kw_args['recover'] = True
507 2945 aaronmk
    kw_args.setdefault('log_ignore_excs', (DuplicateException,))
508 2790 aaronmk
509 2916 aaronmk
    temp = not db.debug_temp # tables are permanent in debug_temp mode
510 2790 aaronmk
511
    # Create table
512
    while True:
513
        create_query = 'CREATE'
514
        if temp: create_query += ' TEMP'
515
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
516 2385 aaronmk
517 2790 aaronmk
        try:
518
            cur = run_query(db, create_query, **kw_args)
519
                # CREATE TABLE AS sets rowcount to # rows in query
520
            break
521 2945 aaronmk
        except DuplicateException, e:
522 2790 aaronmk
            into.name = next_version(into.name)
523
            # try again with next version of name
524
525
    if add_indexes_: add_indexes(db, into)
526
527
    return cur
528 2085 aaronmk
529 2120 aaronmk
order_by_pkey = object() # tells mk_select() to order by the pkey
530
531 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
532
533 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
534 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
535 1981 aaronmk
    '''
536 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
537 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
538 1981 aaronmk
    @param fields Use None to select all fields in the table
539 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
540 2379 aaronmk
        * container can be any iterable type
541 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
542
        * compare_right_side: sql_gen.ValueCond|literal value
543 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
544
        use all columns
545 2786 aaronmk
    @return query
546 1981 aaronmk
    '''
547 2315 aaronmk
    # Parse tables param
548 2964 aaronmk
    tables = lists.mk_seq(tables)
549 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
550 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
551 2121 aaronmk
552 2315 aaronmk
    # Parse other params
553 2376 aaronmk
    if conds == None: conds = []
554 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
555 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
556 135 aaronmk
    assert limit == None or type(limit) == int
557 865 aaronmk
    assert start == None or type(start) == int
558 2315 aaronmk
    if order_by is order_by_pkey:
559
        if distinct_on != []: order_by = None
560
        else: order_by = pkey(db, table0, recover=True)
561 865 aaronmk
562 2315 aaronmk
    query = 'SELECT'
563 2056 aaronmk
564 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
565 2056 aaronmk
566 2200 aaronmk
    # DISTINCT ON columns
567 2233 aaronmk
    if distinct_on != []:
568 2467 aaronmk
        query += '\nDISTINCT'
569 2254 aaronmk
        if distinct_on is not distinct_on_all:
570 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
571
572
    # Columns
573 2467 aaronmk
    query += '\n'
574 1135 aaronmk
    if fields == None: query += '*'
575 2765 aaronmk
    else:
576
        assert fields != []
577
        query += '\n, '.join(map(parse_col, fields))
578 2200 aaronmk
579
    # Main table
580 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
581 865 aaronmk
582 2122 aaronmk
    # Add joins
583 2271 aaronmk
    left_table = table0
584 2263 aaronmk
    for join_ in tables:
585
        table = join_.table
586 2238 aaronmk
587 2343 aaronmk
        # Parse special values
588
        if join_.type_ is sql_gen.filter_out: # filter no match
589 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
590 2853 aaronmk
                sql_gen.CompareCond(None, '~=')))
591 2343 aaronmk
592 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
593 2122 aaronmk
594
        left_table = table
595
596 865 aaronmk
    missing = True
597 2376 aaronmk
    if conds != []:
598 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
599
        else: whitespace = '\n'
600 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
601
            .to_str(db) for l, r in conds], 'WHERE')
602 865 aaronmk
        missing = False
603 2227 aaronmk
    if order_by != None:
604 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
605
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
606 865 aaronmk
    if start != None:
607 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
608 865 aaronmk
        missing = False
609
    if missing: warnings.warn(DbWarning(
610
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
611
612 2786 aaronmk
    return query
613 11 aaronmk
614 2054 aaronmk
def select(db, *args, **kw_args):
615
    '''For params, see mk_select() and run_query()'''
616
    recover = kw_args.pop('recover', None)
617
    cacheable = kw_args.pop('cacheable', True)
618 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
619 2054 aaronmk
620 2791 aaronmk
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
621
        log_level=log_level)
622 2054 aaronmk
623 2788 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
624 3009 aaronmk
    embeddable=False, ignore=False):
625 1960 aaronmk
    '''
626
    @param returning str|None An inserted column (such as pkey) to return
627 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
628 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
629
        query will be fully cached, not just if it raises an exception.
630 3009 aaronmk
    @param ignore Whether to ignore duplicate keys.
631 1960 aaronmk
    '''
632 2754 aaronmk
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
633 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
634 2646 aaronmk
    if cols != None:
635
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
636 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
637 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
638 2063 aaronmk
639 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
640 2063 aaronmk
641 3009 aaronmk
    def mk_insert(select_query):
642
        query = first_line
643
        if cols != None: query += '\n('+', '.join(cols)+')'
644
        query += '\n'+select_query
645
646
        if returning != None:
647
            returning_name_col = sql_gen.to_name_only_col(returning)
648
            query += '\nRETURNING '+returning_name_col.to_str(db)
649
650
        return query
651 2063 aaronmk
652 3009 aaronmk
    lang = 'sql'
653
    if ignore:
654
        embeddable = True # must use function
655
        lang = 'plpgsql'
656
657
        query = '''\
658
BEGIN
659
END;
660
'''
661
    else: query = mk_insert(select_query)
662
663 2070 aaronmk
    if embeddable:
664 3009 aaronmk
        return_type = 'void'
665
        if returning != None:
666
            return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
667 2327 aaronmk
668 2070 aaronmk
        # Create function
669 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
670 2189 aaronmk
        while True:
671
            try:
672 2918 aaronmk
                function = db.TempFunction(function_name)
673 2194 aaronmk
674 2189 aaronmk
                function_query = '''\
675 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
676 2467 aaronmk
RETURNS '''+return_type+'''
677 3009 aaronmk
LANGUAGE '''+lang+'''
678 2467 aaronmk
AS $$
679 3009 aaronmk
'''+query+'''
680 2467 aaronmk
$$;
681 2070 aaronmk
'''
682 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
683 2945 aaronmk
                    log_ignore_excs=(DuplicateException,))
684 2189 aaronmk
                break # this version was successful
685 2945 aaronmk
            except DuplicateException, e:
686 2189 aaronmk
                function_name = next_version(function_name)
687
                # try again with next version of name
688 2070 aaronmk
689 2337 aaronmk
        # Return query that uses function
690 3009 aaronmk
        cols = None
691
        if returning != None: cols = [returning]
692 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
693 3009 aaronmk
            cols) # AS clause requires function alias
694 2787 aaronmk
        return mk_select(db, func_table, start=0, order_by=None)
695 2070 aaronmk
696 2787 aaronmk
    return query
697 2066 aaronmk
698
def insert_select(db, *args, **kw_args):
699 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
700 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
701
        values in
702 2072 aaronmk
    '''
703 2386 aaronmk
    into = kw_args.pop('into', None)
704
    if into != None: kw_args['embeddable'] = True
705 2066 aaronmk
    recover = kw_args.pop('recover', None)
706
    cacheable = kw_args.pop('cacheable', True)
707 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
708 2066 aaronmk
709 2789 aaronmk
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
710 2787 aaronmk
        recover=recover, cacheable=cacheable, log_level=log_level)
711 2063 aaronmk
712 2738 aaronmk
default = sql_gen.default # tells insert() to use the default value for a column
713 2066 aaronmk
714 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
715 2085 aaronmk
    '''For params, see insert_select()'''
716 1960 aaronmk
    if lists.is_seq(row): cols = None
717
    else:
718
        cols = row.keys()
719
        row = row.values()
720 2738 aaronmk
    row = list(row) # ensure that "== []" works
721 1960 aaronmk
722 2738 aaronmk
    if row == []: query = None
723
    else: query = sql_gen.Values(row).to_str(db)
724 1961 aaronmk
725 2788 aaronmk
    return insert_select(db, table, cols, query, *args, **kw_args)
726 11 aaronmk
727 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
728
    '''
729
    @param changes [(col, new_value),...]
730
        * container can be any iterable type
731
        * col: sql_gen.Code|str (for col name)
732
        * new_value: sql_gen.Code|literal value
733
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
734
    @return str query
735
    '''
736
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
737 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
738 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
739 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
740 2402 aaronmk
741
    return query
742
743
def update(db, *args, **kw_args):
744
    '''For params, see mk_update() and run_query()'''
745
    recover = kw_args.pop('recover', None)
746
747 2791 aaronmk
    return run_query(db, mk_update(db, *args, **kw_args), recover)
748 2402 aaronmk
749 135 aaronmk
def last_insert_id(db):
750 1849 aaronmk
    module = util.root_module(db.db)
751 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
752
    elif module == 'MySQLdb': return db.insert_id()
753
    else: return None
754 13 aaronmk
755 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
756 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
757 2415 aaronmk
    to names that will be distinct among the columns' tables.
758 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
759 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
760
    @param into The table for the new columns.
761 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
762
        columns will be included in the mapping even if they are not in cols.
763
        The tables of the provided Col objects will be changed to into, so make
764
        copies of them if you want to keep the original tables.
765
    @param as_items Whether to return a list of dict items instead of a dict
766 2383 aaronmk
    @return dict(orig_col=new_col, ...)
767
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
768 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
769
        * All mappings use the into table so its name can easily be
770 2383 aaronmk
          changed for all columns at once
771
    '''
772 2415 aaronmk
    cols = lists.uniqify(cols)
773
774 2394 aaronmk
    items = []
775 2389 aaronmk
    for col in preserve:
776 2390 aaronmk
        orig_col = copy.copy(col)
777 2392 aaronmk
        col.table = into
778 2394 aaronmk
        items.append((orig_col, col))
779
    preserve = set(preserve)
780
    for col in cols:
781 2716 aaronmk
        if col not in preserve:
782
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
783 2394 aaronmk
784
    if not as_items: items = dict(items)
785
    return items
786 2383 aaronmk
787 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
788 2391 aaronmk
    '''For params, see mk_flatten_mapping()
789
    @return See return value of mk_flatten_mapping()
790
    '''
791 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
792
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
793 2786 aaronmk
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
794 2846 aaronmk
        into=into, add_indexes_=True)
795 2394 aaronmk
    return dict(items)
796 2391 aaronmk
797 2751 aaronmk
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
798 2810 aaronmk
    assert cols != ()
799
800 2751 aaronmk
    cols = map(sql_gen.to_name_only_col, cols)
801
802
    columns_cols = ['column']
803
    columns = sql_gen.NamedValues('columns', columns_cols,
804
        [[c.name] for c in cols])
805
    values_cols = ['value', 'error_code', 'error']
806
    values = sql_gen.NamedValues('values', values_cols,
807
        [value, error_code, error])
808
809
    select_cols = columns_cols+values_cols
810
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
811 2755 aaronmk
    errors_table = sql_gen.NamedTable('errors', errors_table)
812 2751 aaronmk
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
813
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
814
        sql_gen.filter_out)]
815
816
    return mk_insert_select(db, errors_table, name_only_cols,
817 2787 aaronmk
        mk_select(db, joins, select_cols, order_by=None))
818 2751 aaronmk
819 2810 aaronmk
def track_data_error(db, errors_table, cols, *args, **kw_args):
820 2758 aaronmk
    '''
821
    @param errors_table If None, does nothing.
822
    '''
823 2810 aaronmk
    if errors_table == None or cols == (): return
824
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
825 2758 aaronmk
        cacheable=True, log_level=4)
826
827 2704 aaronmk
def cast(db, type_, col, errors_table=None):
828
    '''Casts an (unrenamed) column or value.
829 2769 aaronmk
    If errors_table set and col has srcs, saves errors in errors_table (using
830
    col's srcs attr as the source columns) and converts errors to warnings.
831 2820 aaronmk
    @param col str|sql_gen.Col|sql_gen.Literal
832 2704 aaronmk
    @param errors_table None|sql_gen.Table|str
833
    '''
834 2820 aaronmk
    col = sql_gen.as_Col(col)
835 2769 aaronmk
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
836
        and col.srcs != ())
837 2987 aaronmk
    if not save_errors: return sql_gen.Cast(type_, col) # can't save errors
838 2704 aaronmk
839
    assert not isinstance(col, sql_gen.NamedCol)
840
841 2770 aaronmk
    errors_table = sql_gen.as_Table(errors_table)
842
    srcs = map(sql_gen.to_name_only_col, col.srcs)
843
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
844 2918 aaronmk
    function = db.TempFunction(function_name)
845 2704 aaronmk
846 2718 aaronmk
    while True:
847
        # Create function definition
848
        query = '''\
849 2704 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
850
RETURNS '''+type_+'''
851
LANGUAGE plpgsql
852
STRICT
853
AS $$
854
BEGIN
855
    /* The explicit cast to the return type is needed to make the cast happen
856
    inside the try block. (Implicit casts to the return type happen at the end
857
    of the function, outside any block.) */
858
    RETURN value::'''+type_+''';
859
EXCEPTION
860
    WHEN data_exception THEN
861
        -- Save error in errors table.
862 2751 aaronmk
        -- Insert the value and error for *each* source column.
863
'''+mk_track_data_error(db, errors_table, srcs,
864
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
865 2704 aaronmk
866
        RAISE WARNING '%', SQLERRM;
867
        RETURN NULL;
868
END;
869
$$;
870
'''
871 2718 aaronmk
872
        # Create function
873
        try:
874
            run_query(db, query, recover=True, cacheable=True,
875 2945 aaronmk
                log_ignore_excs=(DuplicateException,))
876 2718 aaronmk
            break # successful
877 2945 aaronmk
        except DuplicateException:
878 2770 aaronmk
            function.name = next_version(function.name)
879
            # try again with next version of name
880 2704 aaronmk
881
    return sql_gen.FunctionCall(function, col)
882
883 2414 aaronmk
##### Database structure queries
884
885 2426 aaronmk
def table_row_count(db, table, recover=None):
886 2786 aaronmk
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
887 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
888 2426 aaronmk
889 2414 aaronmk
def table_cols(db, table, recover=None):
890
    return list(col_names(select(db, table, limit=0, order_by=None,
891 2443 aaronmk
        recover=recover, log_level=4)))
892 2414 aaronmk
893 2291 aaronmk
def pkey(db, table, recover=None):
894 832 aaronmk
    '''Assumed to be first column in table'''
895 2339 aaronmk
    return table_cols(db, table, recover)[0]
896 832 aaronmk
897 2559 aaronmk
not_null_col = 'not_null_col'
898 2340 aaronmk
899
def table_not_null_col(db, table, recover=None):
900
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
901
    if not_null_col in table_cols(db, table, recover): return not_null_col
902
    else: return pkey(db, table, recover)
903
904 853 aaronmk
def index_cols(db, table, index):
905
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
906
    automatically created. When you don't know whether something is a UNIQUE
907
    constraint or a UNIQUE index, use this function.'''
908 1909 aaronmk
    module = util.root_module(db.db)
909
    if module == 'psycopg2':
910
        return list(values(run_query(db, '''\
911 853 aaronmk
SELECT attname
912 866 aaronmk
FROM
913
(
914
        SELECT attnum, attname
915
        FROM pg_index
916
        JOIN pg_class index ON index.oid = indexrelid
917
        JOIN pg_class table_ ON table_.oid = indrelid
918
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
919
        WHERE
920 2782 aaronmk
            table_.relname = '''+db.esc_value(table)+'''
921
            AND index.relname = '''+db.esc_value(index)+'''
922 866 aaronmk
    UNION
923
        SELECT attnum, attname
924
        FROM
925
        (
926
            SELECT
927
                indrelid
928
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
929
                    AS indkey
930
            FROM pg_index
931
            JOIN pg_class index ON index.oid = indexrelid
932
            JOIN pg_class table_ ON table_.oid = indrelid
933
            WHERE
934 2782 aaronmk
                table_.relname = '''+db.esc_value(table)+'''
935
                AND index.relname = '''+db.esc_value(index)+'''
936 866 aaronmk
        ) s
937
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
938
) s
939 853 aaronmk
ORDER BY attnum
940 2782 aaronmk
'''
941
            , cacheable=True, log_level=4)))
942 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
943
        ' database')
944 853 aaronmk
945 464 aaronmk
def constraint_cols(db, table, constraint):
946 1849 aaronmk
    module = util.root_module(db.db)
947 464 aaronmk
    if module == 'psycopg2':
948
        return list(values(run_query(db, '''\
949
SELECT attname
950
FROM pg_constraint
951
JOIN pg_class ON pg_class.oid = conrelid
952
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
953
WHERE
954 2783 aaronmk
    relname = '''+db.esc_value(table)+'''
955
    AND conname = '''+db.esc_value(constraint)+'''
956 464 aaronmk
ORDER BY attnum
957 2783 aaronmk
'''
958
            )))
959 464 aaronmk
    else: raise NotImplementedError("Can't list constraint columns for "+module+
960
        ' database')
961
962 2096 aaronmk
row_num_col = '_row_num'
963
964 2998 aaronmk
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
965 2688 aaronmk
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
966 2538 aaronmk
    Currently, only function calls are supported as expressions.
967 2998 aaronmk
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
968 2847 aaronmk
        This allows indexes to be used for comparisons where NULLs are equal.
969 2538 aaronmk
    '''
970 2964 aaronmk
    exprs = lists.mk_seq(exprs)
971 2538 aaronmk
972 2688 aaronmk
    # Parse exprs
973
    old_exprs = exprs[:]
974
    exprs = []
975
    cols = []
976
    for i, expr in enumerate(old_exprs):
977 2823 aaronmk
        expr = sql_gen.as_Col(expr, table)
978 2688 aaronmk
979 2823 aaronmk
        # Handle nullable columns
980 2998 aaronmk
        if ensure_not_null_:
981
            try: expr = ensure_not_null(db, expr)
982 2860 aaronmk
            except KeyError: pass # unknown type, so just create plain index
983 2823 aaronmk
984 2688 aaronmk
        # Extract col
985 3002 aaronmk
        expr = copy.deepcopy(expr) # don't modify input!
986 2688 aaronmk
        if isinstance(expr, sql_gen.FunctionCall):
987
            col = expr.args[0]
988
            expr = sql_gen.Expr(expr)
989
        else: col = expr
990 2823 aaronmk
        assert isinstance(col, sql_gen.Col)
991 2688 aaronmk
992
        # Extract table
993
        if table == None:
994
            assert sql_gen.is_table_col(col)
995
            table = col.table
996
997
        col.table = None
998
999
        exprs.append(expr)
1000
        cols.append(col)
1001 2408 aaronmk
1002 2688 aaronmk
    table = sql_gen.as_Table(table)
1003
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
1004
1005 3005 aaronmk
    # Add index
1006
    while True:
1007
        str_ = 'CREATE'
1008
        if unique: str_ += ' UNIQUE'
1009
        str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
1010
            ', '.join((v.to_str(db) for v in exprs)))+')'
1011
1012
        try:
1013
            run_query(db, str_, recover=True, cacheable=True, log_level=3,
1014
                log_ignore_excs=(DuplicateException,))
1015
            break
1016
        except DuplicateException:
1017
            index.name = next_version(index.name)
1018
            # try again with next version of name
1019 2408 aaronmk
1020 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
1021
    '''Adds a primary key.
1022
    @param cols [sql_gen.Col,...] The columns in the primary key.
1023
        Defaults to the first column in the table.
1024 2406 aaronmk
    @pre The table must not already have a primary key.
1025
    '''
1026
    table = sql_gen.as_Table(table)
1027 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
1028
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1029 2406 aaronmk
1030 2781 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1031
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1032 2945 aaronmk
        log_ignore_excs=(DuplicateException,))
1033 2406 aaronmk
1034 2997 aaronmk
def add_not_null(db, col):
1035
    table = col.table
1036
    col = sql_gen.to_name_only_col(col)
1037
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1038
        +col.to_str(db)+' SET NOT NULL', cacheable=True)
1039
1040
def add_index_col(db, col, suffix, expr, nullable=True):
1041 3000 aaronmk
    if sql_gen.index_col(col) != None: return # already has index col
1042 2997 aaronmk
1043
    new_col = sql_gen.suffixed_col(col, suffix)
1044
1045 3006 aaronmk
    # Add column
1046
    while True:
1047
        new_typed_col = sql_gen.TypedCol(new_col.name, db.col_info(col).type)
1048
        try:
1049
            add_col(db, col.table, new_typed_col,
1050
                log_ignore_excs=(DuplicateException,))
1051
            break
1052
        except DuplicateException:
1053
            new_col.name = next_version(new_col.name)
1054
            # try again with next version of name
1055
1056 2997 aaronmk
    update(db, col.table, [(new_col, expr)])
1057
    if not nullable: add_not_null(db, new_col)
1058
    add_index(db, new_col)
1059
1060 3000 aaronmk
    col.table.index_cols[col.name] = new_col
1061 2997 aaronmk
1062
def ensure_not_null(db, col):
1063
    '''For params, see sql_gen.ensure_not_null()'''
1064
    expr = sql_gen.ensure_not_null(db, col)
1065
1066
    # If nullable column in a temp table, add separate column instead
1067
    if sql_gen.is_temp_col(col) and isinstance(expr, sql_gen.EnsureNotNull):
1068
        add_index_col(db, col, '::NOT NULL', expr, nullable=False)
1069 3000 aaronmk
        expr = sql_gen.index_col(col)
1070 2997 aaronmk
1071
    return expr
1072
1073 2772 aaronmk
already_indexed = object() # tells add_indexes() the pkey has already been added
1074
1075
def add_indexes(db, table, has_pkey=True):
1076
    '''Adds an index on all columns in a table.
1077
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1078
        index should be added on the first column.
1079
        * If already_indexed, the pkey is assumed to have already been added
1080
    '''
1081
    cols = table_cols(db, table)
1082
    if has_pkey:
1083
        if has_pkey is not already_indexed: add_pkey(db, table)
1084
        cols = cols[1:]
1085
    for col in cols: add_index(db, col, table)
1086
1087 2935 aaronmk
def add_col(db, table, col, **kw_args):
1088 2934 aaronmk
    assert isinstance(col, sql_gen.TypedCol)
1089 3006 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD COLUMN '
1090 2947 aaronmk
        +col.to_str(db), recover=True, cacheable=True, **kw_args)
1091 2934 aaronmk
1092 2935 aaronmk
row_num_typed_col = sql_gen.TypedCol(row_num_col, 'serial', nullable=False,
1093
    constraints='PRIMARY KEY')
1094
1095 2086 aaronmk
def add_row_num(db, table):
1096 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1097
    be the primary key.'''
1098 2935 aaronmk
    add_col(db, table, row_num_typed_col, log_level=3)
1099 2086 aaronmk
1100 2936 aaronmk
def cast_temp_col(db, type_, col, errors_table=None):
1101
    '''Like cast(), but creates a new column with the cast values if the input
1102
    is a column.
1103
    @return The new column or cast value
1104
    '''
1105
    def cast_(col): return cast(db, type_, col, errors_table)
1106
1107
    try: col = sql_gen.underlying_col(col)
1108
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
1109
1110
    table = col.table
1111
    new_col = sql_gen.Col(sql_gen.concat(col.name, '::'+type_), table, col.srcs)
1112
    expr = cast_(col)
1113
    add_col(db, table, sql_gen.TypedCol(new_col.name, type_))
1114
    update(db, table, [(new_col, expr)])
1115 2955 aaronmk
    add_index(db, new_col)
1116 2936 aaronmk
1117
    return new_col
1118
1119 2889 aaronmk
def drop_table(db, table):
1120
    table = sql_gen.as_Table(table)
1121
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1122
1123 2760 aaronmk
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1124 2675 aaronmk
    '''Creates a table.
1125 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
1126
    @param has_pkey If set, the first column becomes the primary key.
1127 2760 aaronmk
    @param col_indexes bool|[ref]
1128
        * If True, indexes will be added on all non-pkey columns.
1129
        * If a list reference, [0] will be set to a function to do this.
1130
          This can be used to delay index creation until the table is populated.
1131 2675 aaronmk
    '''
1132
    table = sql_gen.as_Table(table)
1133
1134 2681 aaronmk
    if has_pkey:
1135
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1136 2872 aaronmk
        pkey.constraints = 'PRIMARY KEY'
1137 2681 aaronmk
1138 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1139 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1140
    str_ += '\n);\n'
1141 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
1142 2760 aaronmk
1143
    # Add indexes
1144 2773 aaronmk
    if has_pkey: has_pkey = already_indexed
1145
    def add_indexes_(): add_indexes(db, table, has_pkey)
1146
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1147
    elif col_indexes: add_indexes_() # add now
1148 2675 aaronmk
1149 2684 aaronmk
def vacuum(db, table):
1150
    table = sql_gen.as_Table(table)
1151
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1152
        log_level=3))
1153
1154 2970 aaronmk
def truncate(db, table, schema='public', **kw_args):
1155
    '''For params, see run_query()'''
1156 2777 aaronmk
    table = sql_gen.as_Table(table, schema)
1157 2970 aaronmk
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1158 2732 aaronmk
1159 2965 aaronmk
def empty_temp(db, tables):
1160 2972 aaronmk
    if db.debug_temp: return # leave temp tables there for debugging
1161 2965 aaronmk
    tables = lists.mk_seq(tables)
1162 2971 aaronmk
    for table in tables: truncate(db, table, log_level=3)
1163 2965 aaronmk
1164 2729 aaronmk
def tables(db, schema_like='public', table_like='%', exact=False):
1165
    if exact: compare = '='
1166
    else: compare = 'LIKE'
1167
1168 1849 aaronmk
    module = util.root_module(db.db)
1169 832 aaronmk
    if module == 'psycopg2':
1170 2779 aaronmk
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1171
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1172
        return values(select(db, 'pg_tables', ['tablename'], conds,
1173
            order_by='tablename', log_level=4))
1174 1968 aaronmk
    elif module == 'MySQLdb':
1175 2779 aaronmk
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1176
            , cacheable=True, log_level=4))
1177 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1178 830 aaronmk
1179 2726 aaronmk
def table_exists(db, table):
1180
    table = sql_gen.as_Table(table)
1181 2730 aaronmk
    return list(tables(db, table.schema, table.name, exact=True)) != []
1182 2726 aaronmk
1183 2913 aaronmk
def function_exists(db, function):
1184
    function = sql_gen.as_Function(function)
1185
1186
    info_table = sql_gen.Table('routines', 'information_schema')
1187
    conds = [('routine_name', function.name)]
1188
    schema = function.schema
1189
    if schema != None: conds.append(('routine_schema', schema))
1190 2914 aaronmk
    # Exclude trigger functions, since they cannot be called directly
1191
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1192 2913 aaronmk
1193
    return list(values(select(db, info_table, ['routine_name'], conds,
1194
        order_by='routine_schema', limit=1, log_level=4))) != []
1195
        # TODO: order_by search_path schema order
1196
1197 2726 aaronmk
def errors_table(db, table, if_exists=True):
1198
    '''
1199
    @param if_exists If set, returns None if the errors table doesn't exist
1200
    @return None|sql_gen.Table
1201
    '''
1202
    table = sql_gen.as_Table(table)
1203
    if table.srcs != (): table = table.srcs[0]
1204
1205
    errors_table = sql_gen.suffixed_table(table, '.errors')
1206
    if if_exists and not table_exists(db, errors_table): return None
1207
    return errors_table
1208
1209 833 aaronmk
##### Database management
1210
1211 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1212
    '''For kw_args, see tables()'''
1213
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1214 833 aaronmk
1215 832 aaronmk
##### Heuristic queries
1216
1217 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1218 1554 aaronmk
    '''Recovers from errors.
1219 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1220
    '''
1221 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1222 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1223
1224 471 aaronmk
    try:
1225 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1226 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1227
            row_ct_ref[0] += cur.rowcount
1228
        return value(cur)
1229 471 aaronmk
    except DuplicateKeyException, e:
1230 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1231
            util.dict_subset_right_join(row, e.cols))
1232
        return value(select(db, table, [pkey_], row, recover=True))
1233 471 aaronmk
1234 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1235 830 aaronmk
    '''Recovers from errors'''
1236 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1237 14 aaronmk
    except StopIteration:
1238 40 aaronmk
        if not create: raise
1239 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1240 2078 aaronmk
1241 2593 aaronmk
def is_func_result(col):
1242
    return col.table.name.find('(') >= 0 and col.name == 'result'
1243
1244 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1245 2615 aaronmk
    def in_col_str(in_col):
1246
        in_col = sql_gen.remove_col_rename(in_col)
1247
        if isinstance(in_col, sql_gen.Col):
1248
            table = in_col.table
1249
            if table == in_tables0:
1250
                in_col = sql_gen.to_name_only_col(in_col)
1251
            elif is_func_result(in_col): in_col = table # omit col name
1252
        return str(in_col)
1253
1254 2580 aaronmk
    str_ = str(out_table)
1255
    if is_func:
1256 2615 aaronmk
        str_ += '('
1257 2580 aaronmk
1258 2615 aaronmk
        try: value_in_col = mapping['value']
1259
        except KeyError:
1260 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1261 2615 aaronmk
                for k, v in mapping.iteritems()))
1262
        else: str_ += in_col_str(value_in_col)
1263
1264
        str_ += ')'
1265 2812 aaronmk
    else:
1266
        out_col = 'rank'
1267
        try: in_col = mapping[out_col]
1268
        except KeyError: str_ += '_pkeys'
1269
        else: # has a rank column, so hierarchical
1270
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1271 2580 aaronmk
    return str_
1272
1273 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1274 2805 aaronmk
    default=None, is_func=False, on_error=exc.raise_):
1275 2078 aaronmk
    '''Recovers from errors.
1276
    Only works under PostgreSQL (uses INSERT RETURNING).
1277 2909 aaronmk
    IMPORTANT: Must be run at the *beginning* of a transaction.
1278 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1279
        tables to join with it using the main input table's pkey
1280 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1281 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1282
        * in_table_col: sql_gen.Col|literal-value
1283 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1284 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1285 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1286
        If this output column does not exist in the mapping, uses None.
1287 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1288 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1289 2078 aaronmk
    '''
1290 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1291 2312 aaronmk
1292 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1293 2505 aaronmk
    def col_ustr(str_):
1294 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1295 2450 aaronmk
1296 2910 aaronmk
    log_debug('********** New iteration **********')
1297
    log_debug('Inserting these input columns into '+strings.as_tt(
1298
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1299
1300 2942 aaronmk
    is_function = function_exists(db, out_table)
1301
1302
    if is_function: out_pkey = 'result'
1303
    else: out_pkey = pkey(db, out_table, recover=True)
1304 2768 aaronmk
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1305
1306
    if mapping == {}: # need at least one column for INSERT SELECT
1307
        mapping = {out_pkey: None} # ColDict will replace with default value
1308
1309 2382 aaronmk
    # Create input joins from list of input tables
1310
    in_tables_ = in_tables[:] # don't modify input!
1311
    in_tables0 = in_tables_.pop(0) # first table is separate
1312 2735 aaronmk
    errors_table_ = errors_table(db, in_tables0)
1313 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1314 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1315 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1316
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1317 2131 aaronmk
1318 2592 aaronmk
    if into == None:
1319
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1320
    into = sql_gen.as_Table(into)
1321
1322 2702 aaronmk
    # Set column sources
1323
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1324
    for col in in_cols:
1325
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1326
1327 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1328 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1329 2584 aaronmk
    in_table = sql_gen.Table('in')
1330 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1331
        preserve=[in_pkey_col], start=0))
1332 2395 aaronmk
    input_joins = [in_table]
1333 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1334 2395 aaronmk
1335 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1336
        # after applying dicts.join() because that returns a plain dict
1337
1338 2509 aaronmk
    # Resolve default value column
1339 2841 aaronmk
    if default != None:
1340
        try: default = mapping[default]
1341
        except KeyError:
1342 2509 aaronmk
            db.log_debug('Default value column '
1343
                +strings.as_tt(strings.repr_no_u(default))
1344 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1345 2509 aaronmk
            default = None
1346
1347 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1348 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1349
1350 2201 aaronmk
    pkeys_table_exists_ref = [False]
1351 2960 aaronmk
    def insert_into_pkeys(joins, cols, distinct=False):
1352
        kw_args = {}
1353
        if distinct: kw_args.update(dict(distinct_on=[in_pkey_col]))
1354
        query = mk_select(db, joins, cols, order_by=None, start=0, **kw_args)
1355
1356 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1357 2786 aaronmk
            insert_select(db, into, pkeys_names, query)
1358 2201 aaronmk
        else:
1359 2786 aaronmk
            run_query_into(db, query, into=into)
1360 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1361
1362 2429 aaronmk
    limit_ref = [None]
1363 2380 aaronmk
    conds = set()
1364 2811 aaronmk
    distinct_on = sql_gen.ColDict(db, out_table)
1365 2325 aaronmk
    def mk_main_select(joins, cols):
1366 2811 aaronmk
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1367
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1368 2429 aaronmk
            limit=limit_ref[0], start=0)
1369 2132 aaronmk
1370 2519 aaronmk
    exc_strs = set()
1371 2309 aaronmk
    def log_exc(e):
1372 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1373
        log_debug('Caught exception: '+e_str)
1374
        assert e_str not in exc_strs # avoid infinite loops
1375
        exc_strs.add(e_str)
1376 2735 aaronmk
1377 2451 aaronmk
    def remove_all_rows():
1378 2896 aaronmk
        log_debug('Ignoring all rows')
1379 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1380 2735 aaronmk
1381 2758 aaronmk
    def ignore(in_col, value, e):
1382
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1383
            e.cause.pgerror)
1384 2895 aaronmk
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1385 2545 aaronmk
            +strings.as_tt(repr(value)))
1386 2895 aaronmk
1387 2758 aaronmk
    def remove_rows(in_col, value, e):
1388
        ignore(in_col, value, e)
1389 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1390
        assert cond not in conds # avoid infinite loops
1391 2380 aaronmk
        conds.add(cond)
1392 2895 aaronmk
1393 2758 aaronmk
    def invalid2null(in_col, value, e):
1394
        ignore(in_col, value, e)
1395 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1396
            sql_gen.ColValueCond(in_col, value))
1397 2245 aaronmk
1398 2589 aaronmk
    def insert_pkeys_table(which):
1399 2932 aaronmk
        return sql_gen.Table(sql_gen.concat(in_table.name,
1400 2589 aaronmk
            '_insert_'+which+'_pkeys'))
1401
    insert_out_pkeys = insert_pkeys_table('out')
1402
    insert_in_pkeys = insert_pkeys_table('in')
1403
1404 2206 aaronmk
    # Do inserts and selects
1405 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1406 2206 aaronmk
    while True:
1407 2521 aaronmk
        if limit_ref[0] == 0: # special case
1408
            log_debug('Creating an empty pkeys table')
1409 2786 aaronmk
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1410 2521 aaronmk
                limit=limit_ref[0]), into=insert_out_pkeys)
1411
            break # don't do main case
1412
1413 2303 aaronmk
        has_joins = join_cols != {}
1414
1415 2903 aaronmk
        log_debug('Trying to insert new rows')
1416
1417 2305 aaronmk
        # Prepare to insert new rows
1418 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1419 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1420 2303 aaronmk
        if has_joins:
1421 2325 aaronmk
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1422
                sql_gen.filter_out))
1423
        else:
1424 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1425 2786 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())
1426 2303 aaronmk
1427 2929 aaronmk
        def main_insert():
1428 2942 aaronmk
            if is_function:
1429
                log_debug('Calling function on input rows')
1430
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
1431
                func_call = sql_gen.NamedCol(out_pkey,
1432
                    sql_gen.FunctionCall(out_table, **args))
1433
                insert_into_pkeys(input_joins, [in_pkey_col, func_call])
1434
                return None
1435
            else:
1436
                lock_table(db, out_table, 'EXCLUSIVE')
1437
                return insert_select(db, out_table, mapping.keys(), main_select,
1438
                    **insert_args)
1439 2929 aaronmk
1440 2206 aaronmk
        try:
1441 2929 aaronmk
            cur = with_savepoint(db, main_insert)
1442 2357 aaronmk
            break # insert successful
1443 2931 aaronmk
        except MissingCastException, e:
1444
            log_exc(e)
1445
1446
            out_col = e.col
1447
            type_ = e.type
1448
1449
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1450
                +strings.as_tt(type_))
1451 2937 aaronmk
            mapping[out_col] = cast_temp_col(db, type_, mapping[out_col],
1452
                errors_table_)
1453 2206 aaronmk
        except DuplicateKeyException, e:
1454 2309 aaronmk
            log_exc(e)
1455
1456 2258 aaronmk
            old_join_cols = join_cols.copy()
1457 2811 aaronmk
            distinct_on.update(util.dict_subset(mapping, e.cols))
1458 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1459 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1460 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1461 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1462 2230 aaronmk
        except NullValueException, e:
1463 2309 aaronmk
            log_exc(e)
1464
1465 2230 aaronmk
            out_col, = e.cols
1466
            try: in_col = mapping[out_col]
1467 2356 aaronmk
            except KeyError:
1468 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1469 2451 aaronmk
                remove_all_rows()
1470 2758 aaronmk
            else: remove_rows(in_col, None, e)
1471 2542 aaronmk
        except FunctionValueException, e:
1472
            log_exc(e)
1473
1474
            func_name = e.name
1475
            value = e.value
1476
            for out_col, in_col in mapping.iteritems():
1477 2758 aaronmk
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1478
                invalid2null(in_col, value, e)
1479 2429 aaronmk
        except DatabaseErrors, e:
1480
            log_exc(e)
1481
1482 2808 aaronmk
            log_debug('No handler for exception')
1483
            on_error(e)
1484 2451 aaronmk
            remove_all_rows()
1485 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1486 2132 aaronmk
1487 2942 aaronmk
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
1488 2357 aaronmk
        row_ct_ref[0] += cur.rowcount
1489
1490 2942 aaronmk
    if is_function: pass # pkeys table already created
1491
    elif has_joins:
1492 2357 aaronmk
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1493 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1494 2960 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
1495 2357 aaronmk
    else:
1496 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1497 2357 aaronmk
1498 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1499 2786 aaronmk
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1500 2404 aaronmk
            into=insert_in_pkeys)
1501
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1502 2357 aaronmk
1503 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1504
            insert_in_pkeys)
1505
1506 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1507 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1508 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1509 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1510 2959 aaronmk
1511 2974 aaronmk
        empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
1512 2357 aaronmk
1513 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1514 2594 aaronmk
    add_pkey(db, into)
1515 2407 aaronmk
1516 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1517 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1518 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1519
        # must use join_same_not_null or query will take forever
1520 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1521 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1522 2357 aaronmk
1523 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1524 2428 aaronmk
1525 2974 aaronmk
    empty_temp(db, in_table)
1526 2959 aaronmk
1527 2702 aaronmk
    srcs = []
1528
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1529
    return sql_gen.Col(out_pkey, into, srcs)
1530 2115 aaronmk
1531
##### Data cleanup
1532
1533 2290 aaronmk
def cleanup_table(db, table, cols):
1534 2677 aaronmk
    table = sql_gen.as_Table(table)
1535
    cols = map(sql_gen.as_Col, cols)
1536 2115 aaronmk
1537 2677 aaronmk
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1538
        +db.esc_value(r'\N')+')')
1539
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1540
        for v in cols]
1541 2115 aaronmk
1542 2677 aaronmk
    update(db, table, changes)