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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']
152
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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
183
        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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202
            # Configure connection
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            if hasattr(self.db, 'set_isolation_level'):
204
                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)
230 2191 aaronmk
                    self.outer.do_autocommit()
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                finally: self.query = get_cur_query(self.inner, query)
232 1904 aaronmk
            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
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                # Rest of query must be unique in the face of name collisions,
242
                # so don't cache ADD COLUMN unless it has distinguishing comment
243
                if query.find('ADD COLUMN') < 0 or query.endswith('*/'):
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                    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):
251
            row = self.inner.fetchone()
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            if row != None: self.result.append(row)
253
            # otherwise, fetched all rows
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            else: self._cache_result()
255
            return row
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257
        def _cache_result(self):
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            # For inserts that return a result set, don't cache result set since
259
            # inserts are not idempotent. Other non-SELECT queries don't have
260
            # their result set read, so only exceptions will be cached (an
261
            # invalid query will always be invalid).
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            if self.query_results != None and (not self._is_insert
263 1906 aaronmk
                or isinstance(self.result, Exception)):
264
265 1894 aaronmk
                assert self.query_lookup != None
266 1916 aaronmk
                self.query_results[self.query_lookup] = self.CacheCursor(
267
                    util.dict_subset(dicts.AttrsDictView(self),
268
                    ['query', 'result', 'rowcount', 'description']))
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270 1916 aaronmk
        class CacheCursor:
271
            def __init__(self, cached_result): self.__dict__ = cached_result
272
273 1927 aaronmk
            def execute(self, *args, **kw_args):
274 1916 aaronmk
                if isinstance(self.result, Exception): raise self.result
275
                # otherwise, result is a rows list
276
                self.iter = iter(self.result)
277
278
            def fetchone(self):
279
                try: return self.iter.next()
280
                except StopIteration: return None
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282 2212 aaronmk
    def esc_value(self, value):
283 2663 aaronmk
        try: str_ = self.mogrify('%s', [value])
284
        except NotImplementedError, e:
285
            module = util.root_module(self.db)
286
            if module == 'MySQLdb':
287
                import _mysql
288
                str_ = _mysql.escape_string(value)
289
            else: raise e
290 2374 aaronmk
        return strings.to_unicode(str_)
291 2212 aaronmk
292 2347 aaronmk
    def esc_name(self, name): return esc_name(self, name) # calls global func
293
294 2814 aaronmk
    def std_code(self, str_):
295
        '''Standardizes SQL code.
296
        * Ensures that string literals are prefixed by `E`
297
        '''
298
        if str_.startswith("'"): str_ = 'E'+str_
299
        return str_
300
301 2665 aaronmk
    def can_mogrify(self):
302 2663 aaronmk
        module = util.root_module(self.db)
303 2665 aaronmk
        return module == 'psycopg2'
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305 2665 aaronmk
    def mogrify(self, query, params=None):
306
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
307
        else: raise NotImplementedError("Can't mogrify query")
308
309 2671 aaronmk
    def print_notices(self):
310 2725 aaronmk
        if hasattr(self.db, 'notices'):
311
            for msg in self.db.notices:
312
                if msg not in self._notices_seen:
313
                    self._notices_seen.add(msg)
314
                    self.log_debug(msg, level=2)
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316 2793 aaronmk
    def run_query(self, query, cacheable=False, log_level=2,
317 2464 aaronmk
        debug_msg_ref=None):
318 2445 aaronmk
        '''
319 2464 aaronmk
        @param log_ignore_excs The log_level will be increased by 2 if the query
320
            throws one of these exceptions.
321 2664 aaronmk
        @param debug_msg_ref If specified, the log message will be returned in
322
            this instead of being output. This allows you to filter log messages
323
            depending on the result of the query.
324 2445 aaronmk
        '''
325 2167 aaronmk
        assert query != None
326
327 2047 aaronmk
        if not self.caching: cacheable = False
328 1903 aaronmk
        used_cache = False
329 2664 aaronmk
330
        def log_msg(query):
331
            if used_cache: cache_status = 'cache hit'
332
            elif cacheable: cache_status = 'cache miss'
333
            else: cache_status = 'non-cacheable'
334
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
335
336 1903 aaronmk
        try:
337 1927 aaronmk
            # Get cursor
338
            if cacheable:
339
                try:
340 2797 aaronmk
                    cur = self.query_results[query]
341 1927 aaronmk
                    used_cache = True
342
                except KeyError: cur = self.DbCursor(self)
343
            else: cur = self.db.cursor()
344
345 2664 aaronmk
            # Log query
346
            if self.debug and debug_msg_ref == None: # log before running
347
                self.log_debug(log_msg(query), log_level)
348
349 1927 aaronmk
            # Run query
350 2793 aaronmk
            cur.execute(query)
351 1903 aaronmk
        finally:
352 2671 aaronmk
            self.print_notices()
353 2664 aaronmk
            if self.debug and debug_msg_ref != None: # return after running
354 2793 aaronmk
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
355 1903 aaronmk
356
        return cur
357 1914 aaronmk
358 2797 aaronmk
    def is_cached(self, query): return query in self.query_results
359 2139 aaronmk
360 2907 aaronmk
    def with_autocommit(self, func):
361 2801 aaronmk
        import psycopg2.extensions
362
363
        prev_isolation_level = self.db.isolation_level
364 2907 aaronmk
        self.db.set_isolation_level(
365
            psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
366 2683 aaronmk
        try: return func()
367 2801 aaronmk
        finally: self.db.set_isolation_level(prev_isolation_level)
368 2683 aaronmk
369 2139 aaronmk
    def with_savepoint(self, func):
370 2171 aaronmk
        savepoint = 'level_'+str(self._savepoint)
371 2443 aaronmk
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
372 2139 aaronmk
        self._savepoint += 1
373 2930 aaronmk
        try: return func()
374 2139 aaronmk
        except:
375 2443 aaronmk
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
376 2139 aaronmk
            raise
377 2930 aaronmk
        finally:
378
            # Always release savepoint, because after ROLLBACK TO SAVEPOINT,
379
            # "The savepoint remains valid and can be rolled back to again"
380
            # (http://www.postgresql.org/docs/8.3/static/sql-rollback-to.html).
381 2443 aaronmk
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
382 2930 aaronmk
383
            self._savepoint -= 1
384
            assert self._savepoint >= 0
385
386
            self.do_autocommit() # OK to do this after ROLLBACK TO SAVEPOINT
387 2191 aaronmk
388
    def do_autocommit(self):
389
        '''Autocommits if outside savepoint'''
390
        assert self._savepoint >= 0
391
        if self.autocommit and self._savepoint == 0:
392 2924 aaronmk
            self.log_debug('Autocommitting', level=4)
393 2191 aaronmk
            self.db.commit()
394 2643 aaronmk
395 2819 aaronmk
    def col_info(self, col):
396 2643 aaronmk
        table = sql_gen.Table('columns', 'information_schema')
397 3063 aaronmk
        type_ = sql_gen.Coalesce(sql_gen.Nullif(sql_gen.Col('data_type'),
398
            'USER-DEFINED'), sql_gen.Col('udt_name'))
399
        cols = [type_, 'column_default', cast(self, 'boolean', 'is_nullable')]
400 2643 aaronmk
401
        conds = [('table_name', col.table.name), ('column_name', col.name)]
402
        schema = col.table.schema
403
        if schema != None: conds.append(('table_schema', schema))
404
405 2819 aaronmk
        type_, default, nullable = row(select(self, table, cols, conds,
406 3059 aaronmk
            order_by='table_schema', limit=1, cacheable=False, log_level=4))
407 2643 aaronmk
            # TODO: order_by search_path schema order
408 2819 aaronmk
        default = sql_gen.as_Code(default, self)
409
410
        return sql_gen.TypedCol(col.name, type_, default, nullable)
411 2917 aaronmk
412
    def TempFunction(self, name):
413
        if self.debug_temp: schema = None
414
        else: schema = 'pg_temp'
415
        return sql_gen.Function(name, schema)
416 1849 aaronmk
417 1869 aaronmk
connect = DbConn
418
419 832 aaronmk
##### Recoverable querying
420 15 aaronmk
421 2139 aaronmk
def with_savepoint(db, func): return db.with_savepoint(func)
422 11 aaronmk
423 2791 aaronmk
def run_query(db, query, recover=None, cacheable=False, log_level=2,
424
    log_ignore_excs=None, **kw_args):
425 2794 aaronmk
    '''For params, see DbConn.run_query()'''
426 830 aaronmk
    if recover == None: recover = False
427 2464 aaronmk
    if log_ignore_excs == None: log_ignore_excs = ()
428
    log_ignore_excs = tuple(log_ignore_excs)
429 830 aaronmk
430 2666 aaronmk
    debug_msg_ref = None # usually, db.run_query() logs query before running it
431
    # But if filtering with log_ignore_excs, wait until after exception parsing
432 2984 aaronmk
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
433 2666 aaronmk
434 2148 aaronmk
    try:
435 2464 aaronmk
        try:
436 2794 aaronmk
            def run(): return db.run_query(query, cacheable, log_level,
437 2793 aaronmk
                debug_msg_ref, **kw_args)
438 2796 aaronmk
            if recover and not db.is_cached(query):
439 2464 aaronmk
                return with_savepoint(db, run)
440
            else: return run() # don't need savepoint if cached
441
        except Exception, e:
442
            msg = exc.str_(e)
443
444
            match = re.search(r'duplicate key value violates unique constraint '
445 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
446 2464 aaronmk
            if match:
447
                constraint, table = match.groups()
448 3025 aaronmk
                cols = []
449
                if recover: # need auto-rollback to run index_cols()
450
                    try: cols = index_cols(db, table, constraint)
451
                    except NotImplementedError: pass
452
                raise DuplicateKeyException(constraint, cols, e)
453 2464 aaronmk
454 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
455 2464 aaronmk
                r' constraint', msg)
456
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
457
458
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
459
                r'|date/time field value out of range): "(.+?)"\n'
460 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
461 2464 aaronmk
            if match:
462
                value, name = match.groups()
463
                raise FunctionValueException(name, strings.to_unicode(value), e)
464
465 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
466 2523 aaronmk
                r'is of type', msg)
467
            if match:
468
                col, type_ = match.groups()
469
                raise MissingCastException(type_, col, e)
470
471 2946 aaronmk
            match = re.search(r'\b(\S+) "(.+?)".*? already exists', msg)
472 2945 aaronmk
            if match:
473
                type_, name = match.groups()
474
                raise DuplicateException(type_, name, e)
475 2464 aaronmk
476
            raise # no specific exception raised
477
    except log_ignore_excs:
478
        log_level += 2
479
        raise
480
    finally:
481 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
482
            db.log_debug(debug_msg_ref[0], log_level)
483 830 aaronmk
484 832 aaronmk
##### Basic queries
485
486 2153 aaronmk
def next_version(name):
487 2163 aaronmk
    version = 1 # first existing name was version 0
488 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
489 2153 aaronmk
    if match:
490 2586 aaronmk
        name, version = match.groups()
491
        version = int(version)+1
492 2932 aaronmk
    return sql_gen.concat(name, '#'+str(version))
493 2153 aaronmk
494 2899 aaronmk
def lock_table(db, table, mode):
495
    table = sql_gen.as_Table(table)
496
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
497
498 2789 aaronmk
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
499 2085 aaronmk
    '''Outputs a query to a temp table.
500
    For params, see run_query().
501
    '''
502 2789 aaronmk
    if into == None: return run_query(db, query, **kw_args)
503 2790 aaronmk
504
    assert isinstance(into, sql_gen.Table)
505
506 2992 aaronmk
    into.is_temp = True
507 3008 aaronmk
    # "temporary tables cannot specify a schema name", so remove schema
508
    into.schema = None
509 2992 aaronmk
510 2790 aaronmk
    kw_args['recover'] = True
511 2945 aaronmk
    kw_args.setdefault('log_ignore_excs', (DuplicateException,))
512 2790 aaronmk
513 2916 aaronmk
    temp = not db.debug_temp # tables are permanent in debug_temp mode
514 2790 aaronmk
515
    # Create table
516
    while True:
517
        create_query = 'CREATE'
518
        if temp: create_query += ' TEMP'
519
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
520 2385 aaronmk
521 2790 aaronmk
        try:
522
            cur = run_query(db, create_query, **kw_args)
523
                # CREATE TABLE AS sets rowcount to # rows in query
524
            break
525 2945 aaronmk
        except DuplicateException, e:
526 2790 aaronmk
            into.name = next_version(into.name)
527
            # try again with next version of name
528
529
    if add_indexes_: add_indexes(db, into)
530
531
    return cur
532 2085 aaronmk
533 2120 aaronmk
order_by_pkey = object() # tells mk_select() to order by the pkey
534
535 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
536
537 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
538 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
539 1981 aaronmk
    '''
540 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
541 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
542 1981 aaronmk
    @param fields Use None to select all fields in the table
543 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
544 2379 aaronmk
        * container can be any iterable type
545 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
546
        * compare_right_side: sql_gen.ValueCond|literal value
547 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
548
        use all columns
549 2786 aaronmk
    @return query
550 1981 aaronmk
    '''
551 2315 aaronmk
    # Parse tables param
552 2964 aaronmk
    tables = lists.mk_seq(tables)
553 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
554 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
555 2121 aaronmk
556 2315 aaronmk
    # Parse other params
557 2376 aaronmk
    if conds == None: conds = []
558 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
559 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
560 135 aaronmk
    assert limit == None or type(limit) == int
561 865 aaronmk
    assert start == None or type(start) == int
562 2315 aaronmk
    if order_by is order_by_pkey:
563
        if distinct_on != []: order_by = None
564
        else: order_by = pkey(db, table0, recover=True)
565 865 aaronmk
566 2315 aaronmk
    query = 'SELECT'
567 2056 aaronmk
568 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
569 2056 aaronmk
570 2200 aaronmk
    # DISTINCT ON columns
571 2233 aaronmk
    if distinct_on != []:
572 2467 aaronmk
        query += '\nDISTINCT'
573 2254 aaronmk
        if distinct_on is not distinct_on_all:
574 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
575
576
    # Columns
577 3027 aaronmk
    if fields == None:
578
        if query.find('\n') >= 0: whitespace = '\n'
579
        else: whitespace = ' '
580
        query += whitespace+'*'
581 2765 aaronmk
    else:
582
        assert fields != []
583 3027 aaronmk
        query += '\n'+('\n, '.join(map(parse_col, fields)))
584 2200 aaronmk
585
    # Main table
586 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
587 865 aaronmk
588 2122 aaronmk
    # Add joins
589 2271 aaronmk
    left_table = table0
590 2263 aaronmk
    for join_ in tables:
591
        table = join_.table
592 2238 aaronmk
593 2343 aaronmk
        # Parse special values
594
        if join_.type_ is sql_gen.filter_out: # filter no match
595 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
596 2853 aaronmk
                sql_gen.CompareCond(None, '~=')))
597 2343 aaronmk
598 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
599 2122 aaronmk
600
        left_table = table
601
602 865 aaronmk
    missing = True
603 2376 aaronmk
    if conds != []:
604 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
605
        else: whitespace = '\n'
606 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
607
            .to_str(db) for l, r in conds], 'WHERE')
608 865 aaronmk
        missing = False
609 2227 aaronmk
    if order_by != None:
610 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
611
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
612 865 aaronmk
    if start != None:
613 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
614 865 aaronmk
        missing = False
615
    if missing: warnings.warn(DbWarning(
616
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
617
618 2786 aaronmk
    return query
619 11 aaronmk
620 2054 aaronmk
def select(db, *args, **kw_args):
621
    '''For params, see mk_select() and run_query()'''
622
    recover = kw_args.pop('recover', None)
623
    cacheable = kw_args.pop('cacheable', True)
624 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
625 2054 aaronmk
626 2791 aaronmk
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
627
        log_level=log_level)
628 2054 aaronmk
629 2788 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
630 3009 aaronmk
    embeddable=False, ignore=False):
631 1960 aaronmk
    '''
632
    @param returning str|None An inserted column (such as pkey) to return
633 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
634 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
635
        query will be fully cached, not just if it raises an exception.
636 3009 aaronmk
    @param ignore Whether to ignore duplicate keys.
637 1960 aaronmk
    '''
638 2754 aaronmk
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
639 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
640 3010 aaronmk
    if cols != None: cols = [sql_gen.to_name_only_col(c, table) for c in cols]
641 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
642 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
643 2063 aaronmk
644 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
645 2063 aaronmk
646 3009 aaronmk
    def mk_insert(select_query):
647
        query = first_line
648 3014 aaronmk
        if cols != None:
649
            query += '\n('+(', '.join((c.to_str(db) for c in cols)))+')'
650 3009 aaronmk
        query += '\n'+select_query
651
652
        if returning != None:
653
            returning_name_col = sql_gen.to_name_only_col(returning)
654
            query += '\nRETURNING '+returning_name_col.to_str(db)
655
656
        return query
657 2063 aaronmk
658 3017 aaronmk
    return_type = 'unknown'
659
    if returning != None: return_type = returning.to_str(db)+'%TYPE'
660
661 3009 aaronmk
    lang = 'sql'
662
    if ignore:
663 3017 aaronmk
        assert cols != None
664
        # Always return something to set the correct rowcount
665
        if returning == None: returning = sql_gen.NamedCol('NULL', None)
666
667 3009 aaronmk
        embeddable = True # must use function
668
        lang = 'plpgsql'
669 3014 aaronmk
        row = [sql_gen.Col(c.name, 'row') for c in cols]
670 3010 aaronmk
671 3009 aaronmk
        query = '''\
672 3010 aaronmk
DECLARE
673 3014 aaronmk
    row '''+table.to_str(db)+'''%ROWTYPE;
674 3009 aaronmk
BEGIN
675 3019 aaronmk
    /* Need an EXCEPTION block for each individual row because "When an error is
676
    caught by an EXCEPTION clause, [...] all changes to persistent database
677
    state within the block are rolled back."
678
    This is unfortunate because "A block containing an EXCEPTION clause is
679
    significantly more expensive to enter and exit than a block without one."
680 3015 aaronmk
    (http://www.postgresql.org/docs/8.3/static/plpgsql-control-structures.html\
681
#PLPGSQL-ERROR-TRAPPING)
682
    */
683 3034 aaronmk
    FOR '''+(', '.join((c.to_str(db) for c in row)))+''' IN
684
'''+select_query+'''
685
    LOOP
686 3015 aaronmk
        BEGIN
687 3019 aaronmk
            RETURN QUERY
688 3014 aaronmk
'''+mk_insert(sql_gen.Values(row).to_str(db))+'''
689 3010 aaronmk
;
690 3015 aaronmk
        EXCEPTION
691 3019 aaronmk
            WHEN unique_violation THEN NULL; -- continue to next row
692 3015 aaronmk
        END;
693 3010 aaronmk
    END LOOP;
694
END;\
695 3009 aaronmk
'''
696
    else: query = mk_insert(select_query)
697
698 2070 aaronmk
    if embeddable:
699
        # Create function
700 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
701 2189 aaronmk
        while True:
702
            try:
703 2918 aaronmk
                function = db.TempFunction(function_name)
704 2194 aaronmk
705 2189 aaronmk
                function_query = '''\
706 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
707 3017 aaronmk
RETURNS SETOF '''+return_type+'''
708 3009 aaronmk
LANGUAGE '''+lang+'''
709 2467 aaronmk
AS $$
710 3009 aaronmk
'''+query+'''
711 2467 aaronmk
$$;
712 2070 aaronmk
'''
713 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
714 2945 aaronmk
                    log_ignore_excs=(DuplicateException,))
715 2189 aaronmk
                break # this version was successful
716 2945 aaronmk
            except DuplicateException, e:
717 2189 aaronmk
                function_name = next_version(function_name)
718
                # try again with next version of name
719 2070 aaronmk
720 2337 aaronmk
        # Return query that uses function
721 3009 aaronmk
        cols = None
722
        if returning != None: cols = [returning]
723 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
724 3009 aaronmk
            cols) # AS clause requires function alias
725 2787 aaronmk
        return mk_select(db, func_table, start=0, order_by=None)
726 2070 aaronmk
727 2787 aaronmk
    return query
728 2066 aaronmk
729
def insert_select(db, *args, **kw_args):
730 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
731 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
732
        values in
733 2072 aaronmk
    '''
734 2386 aaronmk
    into = kw_args.pop('into', None)
735
    if into != None: kw_args['embeddable'] = True
736 2066 aaronmk
    recover = kw_args.pop('recover', None)
737 3011 aaronmk
    if kw_args.get('ignore', False): recover = True
738 2066 aaronmk
    cacheable = kw_args.pop('cacheable', True)
739 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
740 2066 aaronmk
741 2789 aaronmk
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
742 2787 aaronmk
        recover=recover, cacheable=cacheable, log_level=log_level)
743 2063 aaronmk
744 2738 aaronmk
default = sql_gen.default # tells insert() to use the default value for a column
745 2066 aaronmk
746 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
747 2085 aaronmk
    '''For params, see insert_select()'''
748 1960 aaronmk
    if lists.is_seq(row): cols = None
749
    else:
750
        cols = row.keys()
751
        row = row.values()
752 2738 aaronmk
    row = list(row) # ensure that "== []" works
753 1960 aaronmk
754 2738 aaronmk
    if row == []: query = None
755
    else: query = sql_gen.Values(row).to_str(db)
756 1961 aaronmk
757 2788 aaronmk
    return insert_select(db, table, cols, query, *args, **kw_args)
758 11 aaronmk
759 3056 aaronmk
def mk_update(db, table, changes=None, cond=None, in_place=False):
760 2402 aaronmk
    '''
761
    @param changes [(col, new_value),...]
762
        * container can be any iterable type
763
        * col: sql_gen.Code|str (for col name)
764
        * new_value: sql_gen.Code|literal value
765
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
766 3056 aaronmk
    @param in_place If set, locks the table and updates rows in place.
767
        This avoids creating dead rows in PostgreSQL.
768
        * changes may only change one column
769
        * cond must be None
770 2402 aaronmk
    @return str query
771
    '''
772 3057 aaronmk
    table = sql_gen.as_Table(table)
773
    changes = [(sql_gen.to_name_only_col(c, table), sql_gen.as_Value(v))
774
        for c, v in changes]
775
776 3056 aaronmk
    if in_place:
777
        assert len(changes) == 1
778
        assert cond == None
779 3058 aaronmk
780
        col, value = changes[0]
781
        type_ = db.col_info(sql_gen.with_default_table(col, table)).type
782
783
        query = ('ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '+col.to_str(db)
784
            +' TYPE '+type_+'\nUSING '+value.to_str(db))
785
    else:
786
        query = 'UPDATE '+table.to_str(db)+'\nSET\n'
787
        query += ',\n'.join((c.to_str(db)+' = '+v.to_str(db)
788
            for c, v in changes))
789
        if cond != None: query += '\nWHERE\n'+cond.to_str(db)
790 3056 aaronmk
791 2402 aaronmk
    return query
792
793
def update(db, *args, **kw_args):
794
    '''For params, see mk_update() and run_query()'''
795
    recover = kw_args.pop('recover', None)
796 3043 aaronmk
    cacheable = kw_args.pop('cacheable', False)
797 3030 aaronmk
    log_level = kw_args.pop('log_level', 2)
798 2402 aaronmk
799 3043 aaronmk
    return run_query(db, mk_update(db, *args, **kw_args), recover, cacheable,
800 3030 aaronmk
        log_level=log_level)
801 2402 aaronmk
802 135 aaronmk
def last_insert_id(db):
803 1849 aaronmk
    module = util.root_module(db.db)
804 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
805
    elif module == 'MySQLdb': return db.insert_id()
806
    else: return None
807 13 aaronmk
808 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
809 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
810 2415 aaronmk
    to names that will be distinct among the columns' tables.
811 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
812 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
813
    @param into The table for the new columns.
814 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
815
        columns will be included in the mapping even if they are not in cols.
816
        The tables of the provided Col objects will be changed to into, so make
817
        copies of them if you want to keep the original tables.
818
    @param as_items Whether to return a list of dict items instead of a dict
819 2383 aaronmk
    @return dict(orig_col=new_col, ...)
820
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
821 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
822
        * All mappings use the into table so its name can easily be
823 2383 aaronmk
          changed for all columns at once
824
    '''
825 2415 aaronmk
    cols = lists.uniqify(cols)
826
827 2394 aaronmk
    items = []
828 2389 aaronmk
    for col in preserve:
829 2390 aaronmk
        orig_col = copy.copy(col)
830 2392 aaronmk
        col.table = into
831 2394 aaronmk
        items.append((orig_col, col))
832
    preserve = set(preserve)
833
    for col in cols:
834 2716 aaronmk
        if col not in preserve:
835
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
836 2394 aaronmk
837
    if not as_items: items = dict(items)
838
    return items
839 2383 aaronmk
840 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
841 2391 aaronmk
    '''For params, see mk_flatten_mapping()
842
    @return See return value of mk_flatten_mapping()
843
    '''
844 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
845
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
846 2786 aaronmk
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
847 2846 aaronmk
        into=into, add_indexes_=True)
848 2394 aaronmk
    return dict(items)
849 2391 aaronmk
850 3050 aaronmk
def track_data_error(db, errors_table, cols, value, error_code, error):
851 2758 aaronmk
    '''
852
    @param errors_table If None, does nothing.
853
    '''
854 2810 aaronmk
    if errors_table == None or cols == (): return
855 3050 aaronmk
856
    for col in cols:
857
        try:
858
            insert(db, errors_table, dict(column=col.name, value=value,
859
                error_code=error_code, error=error), recover=True,
860
                cacheable=True, log_level=4)
861
        except DuplicateKeyException: pass
862 2758 aaronmk
863 2704 aaronmk
def cast(db, type_, col, errors_table=None):
864
    '''Casts an (unrenamed) column or value.
865 2769 aaronmk
    If errors_table set and col has srcs, saves errors in errors_table (using
866
    col's srcs attr as the source columns) and converts errors to warnings.
867 2820 aaronmk
    @param col str|sql_gen.Col|sql_gen.Literal
868 2704 aaronmk
    @param errors_table None|sql_gen.Table|str
869
    '''
870 2820 aaronmk
    col = sql_gen.as_Col(col)
871 2769 aaronmk
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
872
        and col.srcs != ())
873 2987 aaronmk
    if not save_errors: return sql_gen.Cast(type_, col) # can't save errors
874 2704 aaronmk
875
    assert not isinstance(col, sql_gen.NamedCol)
876
877 2770 aaronmk
    errors_table = sql_gen.as_Table(errors_table)
878
    srcs = map(sql_gen.to_name_only_col, col.srcs)
879
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
880 2918 aaronmk
    function = db.TempFunction(function_name)
881 2704 aaronmk
882 2718 aaronmk
    while True:
883
        # Create function definition
884 3049 aaronmk
        errors_table_cols = map(sql_gen.Col,
885
            ['column', 'value', 'error_code', 'error'])
886 2718 aaronmk
        query = '''\
887 2704 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
888
RETURNS '''+type_+'''
889
LANGUAGE plpgsql
890
STRICT
891
AS $$
892
BEGIN
893
    /* The explicit cast to the return type is needed to make the cast happen
894
    inside the try block. (Implicit casts to the return type happen at the end
895
    of the function, outside any block.) */
896
    RETURN value::'''+type_+''';
897
EXCEPTION
898
    WHEN data_exception THEN
899
        -- Save error in errors table.
900 3049 aaronmk
        DECLARE
901
            error_code text := SQLSTATE;
902
            error text := SQLERRM;
903
            "column" text;
904
        BEGIN
905
            -- Insert the value and error for *each* source column.
906
            FOR "column" IN
907
'''+mk_select(db, sql_gen.NamedValues('c', None, [[c.name] for c in srcs]),
908 3053 aaronmk
    order_by=None, start=0)+'''
909 3049 aaronmk
            LOOP
910
                BEGIN
911
'''+mk_insert_select(db, errors_table, errors_table_cols,
912
    sql_gen.Values(errors_table_cols).to_str(db))+''';
913
                EXCEPTION
914
                    WHEN unique_violation THEN NULL; -- continue to next row
915
                END;
916
            END LOOP;
917
        END;
918 2704 aaronmk
919
        RAISE WARNING '%', SQLERRM;
920
        RETURN NULL;
921
END;
922
$$;
923
'''
924 2718 aaronmk
925
        # Create function
926
        try:
927
            run_query(db, query, recover=True, cacheable=True,
928 2945 aaronmk
                log_ignore_excs=(DuplicateException,))
929 2718 aaronmk
            break # successful
930 2945 aaronmk
        except DuplicateException:
931 2770 aaronmk
            function.name = next_version(function.name)
932
            # try again with next version of name
933 2704 aaronmk
934
    return sql_gen.FunctionCall(function, col)
935
936 2414 aaronmk
##### Database structure queries
937
938 2426 aaronmk
def table_row_count(db, table, recover=None):
939 2786 aaronmk
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
940 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
941 2426 aaronmk
942 2414 aaronmk
def table_cols(db, table, recover=None):
943
    return list(col_names(select(db, table, limit=0, order_by=None,
944 2443 aaronmk
        recover=recover, log_level=4)))
945 2414 aaronmk
946 2291 aaronmk
def pkey(db, table, recover=None):
947 832 aaronmk
    '''Assumed to be first column in table'''
948 2339 aaronmk
    return table_cols(db, table, recover)[0]
949 832 aaronmk
950 2559 aaronmk
not_null_col = 'not_null_col'
951 2340 aaronmk
952
def table_not_null_col(db, table, recover=None):
953
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
954
    if not_null_col in table_cols(db, table, recover): return not_null_col
955
    else: return pkey(db, table, recover)
956
957 853 aaronmk
def index_cols(db, table, index):
958
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
959
    automatically created. When you don't know whether something is a UNIQUE
960
    constraint or a UNIQUE index, use this function.'''
961 1909 aaronmk
    module = util.root_module(db.db)
962
    if module == 'psycopg2':
963
        return list(values(run_query(db, '''\
964 853 aaronmk
SELECT attname
965 866 aaronmk
FROM
966
(
967
        SELECT attnum, attname
968
        FROM pg_index
969
        JOIN pg_class index ON index.oid = indexrelid
970
        JOIN pg_class table_ ON table_.oid = indrelid
971
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
972
        WHERE
973 2782 aaronmk
            table_.relname = '''+db.esc_value(table)+'''
974
            AND index.relname = '''+db.esc_value(index)+'''
975 866 aaronmk
    UNION
976
        SELECT attnum, attname
977
        FROM
978
        (
979
            SELECT
980
                indrelid
981
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
982
                    AS indkey
983
            FROM pg_index
984
            JOIN pg_class index ON index.oid = indexrelid
985
            JOIN pg_class table_ ON table_.oid = indrelid
986
            WHERE
987 2782 aaronmk
                table_.relname = '''+db.esc_value(table)+'''
988
                AND index.relname = '''+db.esc_value(index)+'''
989 866 aaronmk
        ) s
990
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
991
) s
992 853 aaronmk
ORDER BY attnum
993 2782 aaronmk
'''
994
            , cacheable=True, log_level=4)))
995 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
996
        ' database')
997 853 aaronmk
998 464 aaronmk
def constraint_cols(db, table, constraint):
999 1849 aaronmk
    module = util.root_module(db.db)
1000 464 aaronmk
    if module == 'psycopg2':
1001
        return list(values(run_query(db, '''\
1002
SELECT attname
1003
FROM pg_constraint
1004
JOIN pg_class ON pg_class.oid = conrelid
1005
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
1006
WHERE
1007 2783 aaronmk
    relname = '''+db.esc_value(table)+'''
1008
    AND conname = '''+db.esc_value(constraint)+'''
1009 464 aaronmk
ORDER BY attnum
1010 2783 aaronmk
'''
1011
            )))
1012 464 aaronmk
    else: raise NotImplementedError("Can't list constraint columns for "+module+
1013
        ' database')
1014
1015 2096 aaronmk
row_num_col = '_row_num'
1016
1017 2998 aaronmk
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
1018 2688 aaronmk
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
1019 2538 aaronmk
    Currently, only function calls are supported as expressions.
1020 2998 aaronmk
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
1021 2847 aaronmk
        This allows indexes to be used for comparisons where NULLs are equal.
1022 2538 aaronmk
    '''
1023 2964 aaronmk
    exprs = lists.mk_seq(exprs)
1024 2538 aaronmk
1025 2688 aaronmk
    # Parse exprs
1026
    old_exprs = exprs[:]
1027
    exprs = []
1028
    cols = []
1029
    for i, expr in enumerate(old_exprs):
1030 2823 aaronmk
        expr = sql_gen.as_Col(expr, table)
1031 2688 aaronmk
1032 2823 aaronmk
        # Handle nullable columns
1033 2998 aaronmk
        if ensure_not_null_:
1034
            try: expr = ensure_not_null(db, expr)
1035 2860 aaronmk
            except KeyError: pass # unknown type, so just create plain index
1036 2823 aaronmk
1037 2688 aaronmk
        # Extract col
1038 3002 aaronmk
        expr = copy.deepcopy(expr) # don't modify input!
1039 2688 aaronmk
        if isinstance(expr, sql_gen.FunctionCall):
1040
            col = expr.args[0]
1041
            expr = sql_gen.Expr(expr)
1042
        else: col = expr
1043 2823 aaronmk
        assert isinstance(col, sql_gen.Col)
1044 2688 aaronmk
1045
        # Extract table
1046
        if table == None:
1047
            assert sql_gen.is_table_col(col)
1048
            table = col.table
1049
1050
        col.table = None
1051
1052
        exprs.append(expr)
1053
        cols.append(col)
1054 2408 aaronmk
1055 2688 aaronmk
    table = sql_gen.as_Table(table)
1056
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
1057
1058 3005 aaronmk
    # Add index
1059
    while True:
1060
        str_ = 'CREATE'
1061
        if unique: str_ += ' UNIQUE'
1062
        str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
1063
            ', '.join((v.to_str(db) for v in exprs)))+')'
1064
1065
        try:
1066
            run_query(db, str_, recover=True, cacheable=True, log_level=3,
1067
                log_ignore_excs=(DuplicateException,))
1068
            break
1069
        except DuplicateException:
1070
            index.name = next_version(index.name)
1071
            # try again with next version of name
1072 2408 aaronmk
1073 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
1074
    '''Adds a primary key.
1075
    @param cols [sql_gen.Col,...] The columns in the primary key.
1076
        Defaults to the first column in the table.
1077 2406 aaronmk
    @pre The table must not already have a primary key.
1078
    '''
1079
    table = sql_gen.as_Table(table)
1080 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
1081
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1082 2406 aaronmk
1083 2781 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1084
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1085 2945 aaronmk
        log_ignore_excs=(DuplicateException,))
1086 2406 aaronmk
1087 2997 aaronmk
def add_not_null(db, col):
1088
    table = col.table
1089
    col = sql_gen.to_name_only_col(col)
1090
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1091 3031 aaronmk
        +col.to_str(db)+' SET NOT NULL', cacheable=True, log_level=3)
1092 2997 aaronmk
1093
def add_index_col(db, col, suffix, expr, nullable=True):
1094 3000 aaronmk
    if sql_gen.index_col(col) != None: return # already has index col
1095 2997 aaronmk
1096
    new_col = sql_gen.suffixed_col(col, suffix)
1097
1098 3006 aaronmk
    # Add column
1099 3038 aaronmk
    new_typed_col = sql_gen.TypedCol(new_col.name, db.col_info(col).type)
1100 3045 aaronmk
    add_col(db, col.table, new_typed_col, comment='src: '+repr(col),
1101
        log_level=3)
1102 3037 aaronmk
    new_col.name = new_typed_col.name # propagate any renaming
1103 3006 aaronmk
1104 3064 aaronmk
    update(db, col.table, [(new_col, expr)], in_place=True, cacheable=True,
1105
        log_level=3)
1106 2997 aaronmk
    if not nullable: add_not_null(db, new_col)
1107
    add_index(db, new_col)
1108
1109 3000 aaronmk
    col.table.index_cols[col.name] = new_col
1110 2997 aaronmk
1111 3047 aaronmk
# Controls when ensure_not_null() will use index columns
1112
not_null_index_cols_min_rows = 0 # rows; initially always use index columns
1113
1114 2997 aaronmk
def ensure_not_null(db, col):
1115
    '''For params, see sql_gen.ensure_not_null()'''
1116
    expr = sql_gen.ensure_not_null(db, col)
1117
1118 3047 aaronmk
    # If a nullable column in a temp table, add separate index column instead.
1119
    # Note that for small datasources, this adds 6-25% to the total import time.
1120
    if (sql_gen.is_temp_col(col) and isinstance(expr, sql_gen.EnsureNotNull)
1121
        and table_row_count(db, col.table) >= not_null_index_cols_min_rows):
1122 2997 aaronmk
        add_index_col(db, col, '::NOT NULL', expr, nullable=False)
1123 3000 aaronmk
        expr = sql_gen.index_col(col)
1124 2997 aaronmk
1125
    return expr
1126
1127 2772 aaronmk
already_indexed = object() # tells add_indexes() the pkey has already been added
1128
1129
def add_indexes(db, table, has_pkey=True):
1130
    '''Adds an index on all columns in a table.
1131
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1132
        index should be added on the first column.
1133
        * If already_indexed, the pkey is assumed to have already been added
1134
    '''
1135
    cols = table_cols(db, table)
1136
    if has_pkey:
1137
        if has_pkey is not already_indexed: add_pkey(db, table)
1138
        cols = cols[1:]
1139
    for col in cols: add_index(db, col, table)
1140
1141 3042 aaronmk
def add_col(db, table, col, comment=None, **kw_args):
1142 3039 aaronmk
    '''
1143 3042 aaronmk
    @param col TypedCol Name may be versioned, so be sure to propagate any
1144
        renaming back to any source column for the TypedCol.
1145
    @param comment None|str SQL comment used to distinguish columns of the same
1146
        name from each other when they contain different data, to allow the
1147
        ADD COLUMN query to be cached. If not set, query will not be cached.
1148 3039 aaronmk
    '''
1149 2934 aaronmk
    assert isinstance(col, sql_gen.TypedCol)
1150 3036 aaronmk
1151
    while True:
1152 3042 aaronmk
        str_ = 'ALTER TABLE '+table.to_str(db)+' ADD COLUMN '+col.to_str(db)
1153
        if comment != None: str_ += ' '+sql_gen.esc_comment(comment)
1154
1155 3036 aaronmk
        try:
1156 3042 aaronmk
            run_query(db, str_, recover=True, cacheable=True, **kw_args)
1157 3036 aaronmk
            break
1158
        except DuplicateException:
1159
            col.name = next_version(col.name)
1160
            # try again with next version of name
1161 2934 aaronmk
1162 2935 aaronmk
row_num_typed_col = sql_gen.TypedCol(row_num_col, 'serial', nullable=False,
1163
    constraints='PRIMARY KEY')
1164
1165 2086 aaronmk
def add_row_num(db, table):
1166 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1167
    be the primary key.'''
1168 2935 aaronmk
    add_col(db, table, row_num_typed_col, log_level=3)
1169 2086 aaronmk
1170 2936 aaronmk
def cast_temp_col(db, type_, col, errors_table=None):
1171
    '''Like cast(), but creates a new column with the cast values if the input
1172
    is a column.
1173
    @return The new column or cast value
1174
    '''
1175
    def cast_(col): return cast(db, type_, col, errors_table)
1176
1177
    try: col = sql_gen.underlying_col(col)
1178
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
1179
1180
    table = col.table
1181
    new_col = sql_gen.Col(sql_gen.concat(col.name, '::'+type_), table, col.srcs)
1182
    expr = cast_(col)
1183 3035 aaronmk
1184
    # Add column
1185 3038 aaronmk
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
1186 3045 aaronmk
    add_col(db, table, new_typed_col, comment='src: '+repr(col))
1187 3037 aaronmk
    new_col.name = new_typed_col.name # propagate any renaming
1188 3035 aaronmk
1189 3064 aaronmk
    update(db, table, [(new_col, expr)], in_place=True, cacheable=True)
1190 2955 aaronmk
    add_index(db, new_col)
1191 2936 aaronmk
1192
    return new_col
1193
1194 2889 aaronmk
def drop_table(db, table):
1195
    table = sql_gen.as_Table(table)
1196
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1197
1198 2760 aaronmk
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1199 2675 aaronmk
    '''Creates a table.
1200 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
1201
    @param has_pkey If set, the first column becomes the primary key.
1202 2760 aaronmk
    @param col_indexes bool|[ref]
1203
        * If True, indexes will be added on all non-pkey columns.
1204
        * If a list reference, [0] will be set to a function to do this.
1205
          This can be used to delay index creation until the table is populated.
1206 2675 aaronmk
    '''
1207
    table = sql_gen.as_Table(table)
1208
1209 2681 aaronmk
    if has_pkey:
1210
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1211 2872 aaronmk
        pkey.constraints = 'PRIMARY KEY'
1212 2681 aaronmk
1213 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1214 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1215
    str_ += '\n);\n'
1216 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
1217 2760 aaronmk
1218
    # Add indexes
1219 2773 aaronmk
    if has_pkey: has_pkey = already_indexed
1220
    def add_indexes_(): add_indexes(db, table, has_pkey)
1221
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1222
    elif col_indexes: add_indexes_() # add now
1223 2675 aaronmk
1224 2684 aaronmk
def vacuum(db, table):
1225
    table = sql_gen.as_Table(table)
1226
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1227
        log_level=3))
1228
1229 2970 aaronmk
def truncate(db, table, schema='public', **kw_args):
1230
    '''For params, see run_query()'''
1231 2777 aaronmk
    table = sql_gen.as_Table(table, schema)
1232 2970 aaronmk
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1233 2732 aaronmk
1234 2965 aaronmk
def empty_temp(db, tables):
1235 2972 aaronmk
    if db.debug_temp: return # leave temp tables there for debugging
1236 2965 aaronmk
    tables = lists.mk_seq(tables)
1237 2971 aaronmk
    for table in tables: truncate(db, table, log_level=3)
1238 2965 aaronmk
1239 2729 aaronmk
def tables(db, schema_like='public', table_like='%', exact=False):
1240
    if exact: compare = '='
1241
    else: compare = 'LIKE'
1242
1243 1849 aaronmk
    module = util.root_module(db.db)
1244 832 aaronmk
    if module == 'psycopg2':
1245 2779 aaronmk
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1246
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1247
        return values(select(db, 'pg_tables', ['tablename'], conds,
1248
            order_by='tablename', log_level=4))
1249 1968 aaronmk
    elif module == 'MySQLdb':
1250 2779 aaronmk
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1251
            , cacheable=True, log_level=4))
1252 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1253 830 aaronmk
1254 2726 aaronmk
def table_exists(db, table):
1255
    table = sql_gen.as_Table(table)
1256 2730 aaronmk
    return list(tables(db, table.schema, table.name, exact=True)) != []
1257 2726 aaronmk
1258 2913 aaronmk
def function_exists(db, function):
1259
    function = sql_gen.as_Function(function)
1260
1261
    info_table = sql_gen.Table('routines', 'information_schema')
1262
    conds = [('routine_name', function.name)]
1263
    schema = function.schema
1264
    if schema != None: conds.append(('routine_schema', schema))
1265 2914 aaronmk
    # Exclude trigger functions, since they cannot be called directly
1266
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1267 2913 aaronmk
1268
    return list(values(select(db, info_table, ['routine_name'], conds,
1269
        order_by='routine_schema', limit=1, log_level=4))) != []
1270
        # TODO: order_by search_path schema order
1271
1272 2726 aaronmk
def errors_table(db, table, if_exists=True):
1273
    '''
1274
    @param if_exists If set, returns None if the errors table doesn't exist
1275
    @return None|sql_gen.Table
1276
    '''
1277
    table = sql_gen.as_Table(table)
1278
    if table.srcs != (): table = table.srcs[0]
1279
1280
    errors_table = sql_gen.suffixed_table(table, '.errors')
1281
    if if_exists and not table_exists(db, errors_table): return None
1282
    return errors_table
1283
1284 833 aaronmk
##### Database management
1285
1286 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1287
    '''For kw_args, see tables()'''
1288
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1289 833 aaronmk
1290 832 aaronmk
##### Heuristic queries
1291
1292 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1293 1554 aaronmk
    '''Recovers from errors.
1294 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1295
    '''
1296 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1297 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1298
1299 471 aaronmk
    try:
1300 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1301 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1302
            row_ct_ref[0] += cur.rowcount
1303
        return value(cur)
1304 471 aaronmk
    except DuplicateKeyException, e:
1305 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1306
            util.dict_subset_right_join(row, e.cols))
1307
        return value(select(db, table, [pkey_], row, recover=True))
1308 471 aaronmk
1309 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1310 830 aaronmk
    '''Recovers from errors'''
1311 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1312 14 aaronmk
    except StopIteration:
1313 40 aaronmk
        if not create: raise
1314 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1315 2078 aaronmk
1316 2593 aaronmk
def is_func_result(col):
1317
    return col.table.name.find('(') >= 0 and col.name == 'result'
1318
1319 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1320 2615 aaronmk
    def in_col_str(in_col):
1321
        in_col = sql_gen.remove_col_rename(in_col)
1322
        if isinstance(in_col, sql_gen.Col):
1323
            table = in_col.table
1324
            if table == in_tables0:
1325
                in_col = sql_gen.to_name_only_col(in_col)
1326
            elif is_func_result(in_col): in_col = table # omit col name
1327
        return str(in_col)
1328
1329 2580 aaronmk
    str_ = str(out_table)
1330
    if is_func:
1331 2615 aaronmk
        str_ += '('
1332 2580 aaronmk
1333 2615 aaronmk
        try: value_in_col = mapping['value']
1334
        except KeyError:
1335 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1336 2615 aaronmk
                for k, v in mapping.iteritems()))
1337
        else: str_ += in_col_str(value_in_col)
1338
1339
        str_ += ')'
1340 2812 aaronmk
    else:
1341
        out_col = 'rank'
1342
        try: in_col = mapping[out_col]
1343
        except KeyError: str_ += '_pkeys'
1344
        else: # has a rank column, so hierarchical
1345
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1346 2580 aaronmk
    return str_
1347
1348 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1349 2805 aaronmk
    default=None, is_func=False, on_error=exc.raise_):
1350 2078 aaronmk
    '''Recovers from errors.
1351
    Only works under PostgreSQL (uses INSERT RETURNING).
1352 2909 aaronmk
    IMPORTANT: Must be run at the *beginning* of a transaction.
1353 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1354
        tables to join with it using the main input table's pkey
1355 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1356 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1357
        * in_table_col: sql_gen.Col|literal-value
1358 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1359 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1360 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1361
        If this output column does not exist in the mapping, uses None.
1362 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1363 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1364 2078 aaronmk
    '''
1365 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1366 2312 aaronmk
1367 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1368 2505 aaronmk
    def col_ustr(str_):
1369 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1370 2450 aaronmk
1371 2910 aaronmk
    log_debug('********** New iteration **********')
1372
    log_debug('Inserting these input columns into '+strings.as_tt(
1373
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1374
1375 2942 aaronmk
    is_function = function_exists(db, out_table)
1376
1377
    if is_function: out_pkey = 'result'
1378
    else: out_pkey = pkey(db, out_table, recover=True)
1379 2768 aaronmk
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1380
1381
    if mapping == {}: # need at least one column for INSERT SELECT
1382
        mapping = {out_pkey: None} # ColDict will replace with default value
1383
1384 2382 aaronmk
    # Create input joins from list of input tables
1385
    in_tables_ = in_tables[:] # don't modify input!
1386
    in_tables0 = in_tables_.pop(0) # first table is separate
1387 2735 aaronmk
    errors_table_ = errors_table(db, in_tables0)
1388 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1389 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1390 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1391
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1392 2131 aaronmk
1393 2592 aaronmk
    if into == None:
1394
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1395
    into = sql_gen.as_Table(into)
1396
1397 2702 aaronmk
    # Set column sources
1398
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1399
    for col in in_cols:
1400
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1401
1402 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1403 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1404 2584 aaronmk
    in_table = sql_gen.Table('in')
1405 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1406
        preserve=[in_pkey_col], start=0))
1407 2395 aaronmk
    input_joins = [in_table]
1408 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1409 2395 aaronmk
1410 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1411
        # after applying dicts.join() because that returns a plain dict
1412
1413 2509 aaronmk
    # Resolve default value column
1414 2841 aaronmk
    if default != None:
1415
        try: default = mapping[default]
1416
        except KeyError:
1417 2509 aaronmk
            db.log_debug('Default value column '
1418
                +strings.as_tt(strings.repr_no_u(default))
1419 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1420 2509 aaronmk
            default = None
1421
1422 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1423 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1424
1425 2201 aaronmk
    pkeys_table_exists_ref = [False]
1426 2960 aaronmk
    def insert_into_pkeys(joins, cols, distinct=False):
1427
        kw_args = {}
1428
        if distinct: kw_args.update(dict(distinct_on=[in_pkey_col]))
1429
        query = mk_select(db, joins, cols, order_by=None, start=0, **kw_args)
1430
1431 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1432 2786 aaronmk
            insert_select(db, into, pkeys_names, query)
1433 2201 aaronmk
        else:
1434 2786 aaronmk
            run_query_into(db, query, into=into)
1435 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1436
1437 2429 aaronmk
    limit_ref = [None]
1438 2380 aaronmk
    conds = set()
1439 2811 aaronmk
    distinct_on = sql_gen.ColDict(db, out_table)
1440 2325 aaronmk
    def mk_main_select(joins, cols):
1441 2811 aaronmk
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1442
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1443 2429 aaronmk
            limit=limit_ref[0], start=0)
1444 2132 aaronmk
1445 2519 aaronmk
    exc_strs = set()
1446 2309 aaronmk
    def log_exc(e):
1447 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1448
        log_debug('Caught exception: '+e_str)
1449
        assert e_str not in exc_strs # avoid infinite loops
1450
        exc_strs.add(e_str)
1451 2735 aaronmk
1452 2451 aaronmk
    def remove_all_rows():
1453 2896 aaronmk
        log_debug('Ignoring all rows')
1454 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1455 2735 aaronmk
1456 2758 aaronmk
    def ignore(in_col, value, e):
1457
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1458
            e.cause.pgerror)
1459 2895 aaronmk
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1460 2545 aaronmk
            +strings.as_tt(repr(value)))
1461 2895 aaronmk
1462 2758 aaronmk
    def remove_rows(in_col, value, e):
1463
        ignore(in_col, value, e)
1464 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1465
        assert cond not in conds # avoid infinite loops
1466 2380 aaronmk
        conds.add(cond)
1467 2895 aaronmk
1468 2758 aaronmk
    def invalid2null(in_col, value, e):
1469
        ignore(in_col, value, e)
1470 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1471
            sql_gen.ColValueCond(in_col, value))
1472 2245 aaronmk
1473 2589 aaronmk
    def insert_pkeys_table(which):
1474 2932 aaronmk
        return sql_gen.Table(sql_gen.concat(in_table.name,
1475 2589 aaronmk
            '_insert_'+which+'_pkeys'))
1476
    insert_out_pkeys = insert_pkeys_table('out')
1477
    insert_in_pkeys = insert_pkeys_table('in')
1478
1479 2206 aaronmk
    # Do inserts and selects
1480 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1481 2206 aaronmk
    while True:
1482 2521 aaronmk
        if limit_ref[0] == 0: # special case
1483
            log_debug('Creating an empty pkeys table')
1484 2786 aaronmk
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1485 2521 aaronmk
                limit=limit_ref[0]), into=insert_out_pkeys)
1486
            break # don't do main case
1487
1488 2303 aaronmk
        has_joins = join_cols != {}
1489
1490 2903 aaronmk
        log_debug('Trying to insert new rows')
1491
1492 2305 aaronmk
        # Prepare to insert new rows
1493 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1494 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1495 2303 aaronmk
        if has_joins:
1496 3021 aaronmk
            insert_args.update(dict(ignore=True))
1497 2325 aaronmk
        else:
1498 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1499 2786 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())
1500 2303 aaronmk
1501 2929 aaronmk
        def main_insert():
1502 2942 aaronmk
            if is_function:
1503
                log_debug('Calling function on input rows')
1504
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
1505
                func_call = sql_gen.NamedCol(out_pkey,
1506
                    sql_gen.FunctionCall(out_table, **args))
1507
                insert_into_pkeys(input_joins, [in_pkey_col, func_call])
1508
                return None
1509
            else:
1510
                return insert_select(db, out_table, mapping.keys(), main_select,
1511
                    **insert_args)
1512 2929 aaronmk
1513 2206 aaronmk
        try:
1514 2929 aaronmk
            cur = with_savepoint(db, main_insert)
1515 2357 aaronmk
            break # insert successful
1516 2931 aaronmk
        except MissingCastException, e:
1517
            log_exc(e)
1518
1519
            out_col = e.col
1520
            type_ = e.type
1521
1522
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1523
                +strings.as_tt(type_))
1524 2937 aaronmk
            mapping[out_col] = cast_temp_col(db, type_, mapping[out_col],
1525
                errors_table_)
1526 2206 aaronmk
        except DuplicateKeyException, e:
1527 2309 aaronmk
            log_exc(e)
1528
1529 2258 aaronmk
            old_join_cols = join_cols.copy()
1530 2811 aaronmk
            distinct_on.update(util.dict_subset(mapping, e.cols))
1531 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1532 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1533 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1534 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1535 2230 aaronmk
        except NullValueException, e:
1536 2309 aaronmk
            log_exc(e)
1537
1538 2230 aaronmk
            out_col, = e.cols
1539
            try: in_col = mapping[out_col]
1540 2356 aaronmk
            except KeyError:
1541 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1542 2451 aaronmk
                remove_all_rows()
1543 2758 aaronmk
            else: remove_rows(in_col, None, e)
1544 2542 aaronmk
        except FunctionValueException, e:
1545
            log_exc(e)
1546
1547
            func_name = e.name
1548
            value = e.value
1549
            for out_col, in_col in mapping.iteritems():
1550 2758 aaronmk
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1551
                invalid2null(in_col, value, e)
1552 2429 aaronmk
        except DatabaseErrors, e:
1553
            log_exc(e)
1554
1555 2808 aaronmk
            log_debug('No handler for exception')
1556
            on_error(e)
1557 2451 aaronmk
            remove_all_rows()
1558 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1559 2132 aaronmk
1560 2942 aaronmk
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
1561 2357 aaronmk
        row_ct_ref[0] += cur.rowcount
1562
1563 2942 aaronmk
    if is_function: pass # pkeys table already created
1564
    elif has_joins:
1565 2357 aaronmk
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1566 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1567 2960 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
1568 2357 aaronmk
    else:
1569 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1570 2357 aaronmk
1571 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1572 2786 aaronmk
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1573 2404 aaronmk
            into=insert_in_pkeys)
1574
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1575 2357 aaronmk
1576 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1577
            insert_in_pkeys)
1578
1579 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1580 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1581 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1582 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1583 2959 aaronmk
1584 2974 aaronmk
        empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
1585 2357 aaronmk
1586 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1587 2594 aaronmk
    add_pkey(db, into)
1588 2407 aaronmk
1589 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1590 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1591 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1592
        # must use join_same_not_null or query will take forever
1593 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1594 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1595 2357 aaronmk
1596 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1597 2428 aaronmk
1598 2974 aaronmk
    empty_temp(db, in_table)
1599 2959 aaronmk
1600 2702 aaronmk
    srcs = []
1601
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1602
    return sql_gen.Col(out_pkey, into, srcs)
1603 2115 aaronmk
1604
##### Data cleanup
1605
1606 2290 aaronmk
def cleanup_table(db, table, cols):
1607 2677 aaronmk
    table = sql_gen.as_Table(table)
1608
    cols = map(sql_gen.as_Col, cols)
1609 2115 aaronmk
1610 2677 aaronmk
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1611
        +db.esc_value(r'\N')+')')
1612
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1613
        for v in cols]
1614 2115 aaronmk
1615 2677 aaronmk
    update(db, table, changes)