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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):
33 14 aaronmk
    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
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        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
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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
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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)
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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
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##### Database connections
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db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
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db_engines = {
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    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
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
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    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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        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
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            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)):
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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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        class CacheCursor:
269
            def __init__(self, cached_result): self.__dict__ = cached_result
270
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            def execute(self, *args, **kw_args):
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                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
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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
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        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'
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    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')]
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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
            msg = exc.str_(e)
440
441
            match = re.search(r'duplicate key value violates unique constraint '
442 2493 aaronmk
                r'"((_?[^\W_]+)_.+?)"', msg)
443 2464 aaronmk
            if match:
444
                constraint, table = match.groups()
445 3025 aaronmk
                cols = []
446
                if recover: # need auto-rollback to run index_cols()
447
                    try: cols = index_cols(db, table, constraint)
448
                    except NotImplementedError: pass
449
                raise DuplicateKeyException(constraint, cols, e)
450 2464 aaronmk
451 2493 aaronmk
            match = re.search(r'null value in column "(.+?)" violates not-null'
452 2464 aaronmk
                r' constraint', msg)
453
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
454
455
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
456
                r'|date/time field value out of range): "(.+?)"\n'
457 2535 aaronmk
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
458 2464 aaronmk
            if match:
459
                value, name = match.groups()
460
                raise FunctionValueException(name, strings.to_unicode(value), e)
461
462 2526 aaronmk
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
463 2523 aaronmk
                r'is of type', msg)
464
            if match:
465
                col, type_ = match.groups()
466
                raise MissingCastException(type_, col, e)
467
468 2946 aaronmk
            match = re.search(r'\b(\S+) "(.+?)".*? already exists', msg)
469 2945 aaronmk
            if match:
470
                type_, name = match.groups()
471
                raise DuplicateException(type_, name, e)
472 2464 aaronmk
473
            raise # no specific exception raised
474
    except log_ignore_excs:
475
        log_level += 2
476
        raise
477
    finally:
478 2666 aaronmk
        if debug_msg_ref != None and debug_msg_ref[0] != None:
479
            db.log_debug(debug_msg_ref[0], log_level)
480 830 aaronmk
481 832 aaronmk
##### Basic queries
482
483 2153 aaronmk
def next_version(name):
484 2163 aaronmk
    version = 1 # first existing name was version 0
485 2586 aaronmk
    match = re.match(r'^(.*)#(\d+)$', name)
486 2153 aaronmk
    if match:
487 2586 aaronmk
        name, version = match.groups()
488
        version = int(version)+1
489 2932 aaronmk
    return sql_gen.concat(name, '#'+str(version))
490 2153 aaronmk
491 2899 aaronmk
def lock_table(db, table, mode):
492
    table = sql_gen.as_Table(table)
493
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
494
495 2789 aaronmk
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
496 2085 aaronmk
    '''Outputs a query to a temp table.
497
    For params, see run_query().
498
    '''
499 2789 aaronmk
    if into == None: return run_query(db, query, **kw_args)
500 2790 aaronmk
501
    assert isinstance(into, sql_gen.Table)
502
503 2992 aaronmk
    into.is_temp = True
504 3008 aaronmk
    # "temporary tables cannot specify a schema name", so remove schema
505
    into.schema = None
506 2992 aaronmk
507 2790 aaronmk
    kw_args['recover'] = True
508 2945 aaronmk
    kw_args.setdefault('log_ignore_excs', (DuplicateException,))
509 2790 aaronmk
510 2916 aaronmk
    temp = not db.debug_temp # tables are permanent in debug_temp mode
511 2790 aaronmk
512
    # Create table
513
    while True:
514
        create_query = 'CREATE'
515
        if temp: create_query += ' TEMP'
516
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
517 2385 aaronmk
518 2790 aaronmk
        try:
519
            cur = run_query(db, create_query, **kw_args)
520
                # CREATE TABLE AS sets rowcount to # rows in query
521
            break
522 2945 aaronmk
        except DuplicateException, e:
523 2790 aaronmk
            into.name = next_version(into.name)
524
            # try again with next version of name
525
526
    if add_indexes_: add_indexes(db, into)
527
528
    return cur
529 2085 aaronmk
530 2120 aaronmk
order_by_pkey = object() # tells mk_select() to order by the pkey
531
532 2199 aaronmk
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
533
534 2233 aaronmk
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
535 2293 aaronmk
    start=None, order_by=order_by_pkey, default_table=None):
536 1981 aaronmk
    '''
537 2121 aaronmk
    @param tables The single table to select from, or a list of tables to join
538 2280 aaronmk
        together, with tables after the first being sql_gen.Join objects
539 1981 aaronmk
    @param fields Use None to select all fields in the table
540 2377 aaronmk
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
541 2379 aaronmk
        * container can be any iterable type
542 2399 aaronmk
        * compare_left_side: sql_gen.Code|str (for col name)
543
        * compare_right_side: sql_gen.ValueCond|literal value
544 2199 aaronmk
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
545
        use all columns
546 2786 aaronmk
    @return query
547 1981 aaronmk
    '''
548 2315 aaronmk
    # Parse tables param
549 2964 aaronmk
    tables = lists.mk_seq(tables)
550 2141 aaronmk
    tables = list(tables) # don't modify input! (list() copies input)
551 2315 aaronmk
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
552 2121 aaronmk
553 2315 aaronmk
    # Parse other params
554 2376 aaronmk
    if conds == None: conds = []
555 2650 aaronmk
    elif dicts.is_dict(conds): conds = conds.items()
556 2379 aaronmk
    conds = list(conds) # don't modify input! (list() copies input)
557 135 aaronmk
    assert limit == None or type(limit) == int
558 865 aaronmk
    assert start == None or type(start) == int
559 2315 aaronmk
    if order_by is order_by_pkey:
560
        if distinct_on != []: order_by = None
561
        else: order_by = pkey(db, table0, recover=True)
562 865 aaronmk
563 2315 aaronmk
    query = 'SELECT'
564 2056 aaronmk
565 2315 aaronmk
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
566 2056 aaronmk
567 2200 aaronmk
    # DISTINCT ON columns
568 2233 aaronmk
    if distinct_on != []:
569 2467 aaronmk
        query += '\nDISTINCT'
570 2254 aaronmk
        if distinct_on is not distinct_on_all:
571 2200 aaronmk
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
572
573
    # Columns
574 3027 aaronmk
    if fields == None:
575
        if query.find('\n') >= 0: whitespace = '\n'
576
        else: whitespace = ' '
577
        query += whitespace+'*'
578 2765 aaronmk
    else:
579
        assert fields != []
580 3027 aaronmk
        query += '\n'+('\n, '.join(map(parse_col, fields)))
581 2200 aaronmk
582
    # Main table
583 2467 aaronmk
    query += '\nFROM '+table0.to_str(db)
584 865 aaronmk
585 2122 aaronmk
    # Add joins
586 2271 aaronmk
    left_table = table0
587 2263 aaronmk
    for join_ in tables:
588
        table = join_.table
589 2238 aaronmk
590 2343 aaronmk
        # Parse special values
591
        if join_.type_ is sql_gen.filter_out: # filter no match
592 2376 aaronmk
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
593 2853 aaronmk
                sql_gen.CompareCond(None, '~=')))
594 2343 aaronmk
595 2467 aaronmk
        query += '\n'+join_.to_str(db, left_table)
596 2122 aaronmk
597
        left_table = table
598
599 865 aaronmk
    missing = True
600 2376 aaronmk
    if conds != []:
601 2576 aaronmk
        if len(conds) == 1: whitespace = ' '
602
        else: whitespace = '\n'
603 2578 aaronmk
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
604
            .to_str(db) for l, r in conds], 'WHERE')
605 865 aaronmk
        missing = False
606 2227 aaronmk
    if order_by != None:
607 2467 aaronmk
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
608
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
609 865 aaronmk
    if start != None:
610 2467 aaronmk
        if start != 0: query += '\nOFFSET '+str(start)
611 865 aaronmk
        missing = False
612
    if missing: warnings.warn(DbWarning(
613
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
614
615 2786 aaronmk
    return query
616 11 aaronmk
617 2054 aaronmk
def select(db, *args, **kw_args):
618
    '''For params, see mk_select() and run_query()'''
619
    recover = kw_args.pop('recover', None)
620
    cacheable = kw_args.pop('cacheable', True)
621 2442 aaronmk
    log_level = kw_args.pop('log_level', 2)
622 2054 aaronmk
623 2791 aaronmk
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
624
        log_level=log_level)
625 2054 aaronmk
626 2788 aaronmk
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
627 3009 aaronmk
    embeddable=False, ignore=False):
628 1960 aaronmk
    '''
629
    @param returning str|None An inserted column (such as pkey) to return
630 2070 aaronmk
    @param embeddable Whether the query should be embeddable as a nested SELECT.
631 2073 aaronmk
        Warning: If you set this and cacheable=True when the query is run, the
632
        query will be fully cached, not just if it raises an exception.
633 3009 aaronmk
    @param ignore Whether to ignore duplicate keys.
634 1960 aaronmk
    '''
635 2754 aaronmk
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
636 2318 aaronmk
    if cols == []: cols = None # no cols (all defaults) = unknown col names
637 3010 aaronmk
    if cols != None: cols = [sql_gen.to_name_only_col(c, table) for c in cols]
638 2063 aaronmk
    if select_query == None: select_query = 'DEFAULT VALUES'
639 2327 aaronmk
    if returning != None: returning = sql_gen.as_Col(returning, table)
640 2063 aaronmk
641 2497 aaronmk
    first_line = 'INSERT INTO '+table.to_str(db)
642 2063 aaronmk
643 3009 aaronmk
    def mk_insert(select_query):
644
        query = first_line
645 3014 aaronmk
        if cols != None:
646
            query += '\n('+(', '.join((c.to_str(db) for c in cols)))+')'
647 3009 aaronmk
        query += '\n'+select_query
648
649
        if returning != None:
650
            returning_name_col = sql_gen.to_name_only_col(returning)
651
            query += '\nRETURNING '+returning_name_col.to_str(db)
652
653
        return query
654 2063 aaronmk
655 3017 aaronmk
    return_type = 'unknown'
656
    if returning != None: return_type = returning.to_str(db)+'%TYPE'
657
658 3009 aaronmk
    lang = 'sql'
659
    if ignore:
660 3017 aaronmk
        assert cols != None
661
        # Always return something to set the correct rowcount
662
        if returning == None: returning = sql_gen.NamedCol('NULL', None)
663
664 3009 aaronmk
        embeddable = True # must use function
665
        lang = 'plpgsql'
666 3014 aaronmk
        row = [sql_gen.Col(c.name, 'row') for c in cols]
667 3010 aaronmk
668 3009 aaronmk
        query = '''\
669 3010 aaronmk
DECLARE
670 3014 aaronmk
    row '''+table.to_str(db)+'''%ROWTYPE;
671 3010 aaronmk
    cur CURSOR FOR
672
'''+select_query+'''
673
;
674 3009 aaronmk
BEGIN
675 3010 aaronmk
    OPEN cur;
676 3015 aaronmk
677 3019 aaronmk
    /* Need an EXCEPTION block for each individual row because "When an error is
678
    caught by an EXCEPTION clause, [...] all changes to persistent database
679
    state within the block are rolled back."
680
    This is unfortunate because "A block containing an EXCEPTION clause is
681
    significantly more expensive to enter and exit than a block without one."
682 3015 aaronmk
    (http://www.postgresql.org/docs/8.3/static/plpgsql-control-structures.html\
683
#PLPGSQL-ERROR-TRAPPING)
684
    */
685 3014 aaronmk
    WHILE true LOOP
686 3015 aaronmk
        BEGIN
687 3019 aaronmk
            FETCH FROM cur INTO \
688 3015 aaronmk
'''+(', '.join((c.to_str(db) for c in row)))+''';
689 3019 aaronmk
            EXIT WHEN NOT FOUND;
690
691
            RETURN QUERY
692 3014 aaronmk
'''+mk_insert(sql_gen.Values(row).to_str(db))+'''
693 3010 aaronmk
;
694 3015 aaronmk
        EXCEPTION
695 3019 aaronmk
            /* Note that cursor stays at current position in spite of automatic
696
            ROLLBACK to before EXCEPTION block: "If a previously opened cursor
697
            is affected by a FETCH command inside a savepoint that is later
698
            rolled back, the cursor position remains at the position that FETCH
699
            left it pointing to (that is, FETCH is not rolled back)."
700
            (http://www.postgresql.org/docs/8.3/static/sql-rollback-to.html)
701
            */
702
            WHEN unique_violation THEN NULL; -- continue to next row
703 3015 aaronmk
        END;
704 3010 aaronmk
    END LOOP;
705 3015 aaronmk
706 3010 aaronmk
    CLOSE cur;
707
END;\
708 3009 aaronmk
'''
709
    else: query = mk_insert(select_query)
710
711 2070 aaronmk
    if embeddable:
712
        # Create function
713 2513 aaronmk
        function_name = sql_gen.clean_name(first_line)
714 2189 aaronmk
        while True:
715
            try:
716 2918 aaronmk
                function = db.TempFunction(function_name)
717 2194 aaronmk
718 2189 aaronmk
                function_query = '''\
719 2698 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''()
720 3017 aaronmk
RETURNS SETOF '''+return_type+'''
721 3009 aaronmk
LANGUAGE '''+lang+'''
722 2467 aaronmk
AS $$
723 3009 aaronmk
'''+query+'''
724 2467 aaronmk
$$;
725 2070 aaronmk
'''
726 2446 aaronmk
                run_query(db, function_query, recover=True, cacheable=True,
727 2945 aaronmk
                    log_ignore_excs=(DuplicateException,))
728 2189 aaronmk
                break # this version was successful
729 2945 aaronmk
            except DuplicateException, e:
730 2189 aaronmk
                function_name = next_version(function_name)
731
                # try again with next version of name
732 2070 aaronmk
733 2337 aaronmk
        # Return query that uses function
734 3009 aaronmk
        cols = None
735
        if returning != None: cols = [returning]
736 2698 aaronmk
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
737 3009 aaronmk
            cols) # AS clause requires function alias
738 2787 aaronmk
        return mk_select(db, func_table, start=0, order_by=None)
739 2070 aaronmk
740 2787 aaronmk
    return query
741 2066 aaronmk
742
def insert_select(db, *args, **kw_args):
743 2085 aaronmk
    '''For params, see mk_insert_select() and run_query_into()
744 2386 aaronmk
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
745
        values in
746 2072 aaronmk
    '''
747 2386 aaronmk
    into = kw_args.pop('into', None)
748
    if into != None: kw_args['embeddable'] = True
749 2066 aaronmk
    recover = kw_args.pop('recover', None)
750 3011 aaronmk
    if kw_args.get('ignore', False): recover = True
751 2066 aaronmk
    cacheable = kw_args.pop('cacheable', True)
752 2673 aaronmk
    log_level = kw_args.pop('log_level', 2)
753 2066 aaronmk
754 2789 aaronmk
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
755 2787 aaronmk
        recover=recover, cacheable=cacheable, log_level=log_level)
756 2063 aaronmk
757 2738 aaronmk
default = sql_gen.default # tells insert() to use the default value for a column
758 2066 aaronmk
759 2063 aaronmk
def insert(db, table, row, *args, **kw_args):
760 2085 aaronmk
    '''For params, see insert_select()'''
761 1960 aaronmk
    if lists.is_seq(row): cols = None
762
    else:
763
        cols = row.keys()
764
        row = row.values()
765 2738 aaronmk
    row = list(row) # ensure that "== []" works
766 1960 aaronmk
767 2738 aaronmk
    if row == []: query = None
768
    else: query = sql_gen.Values(row).to_str(db)
769 1961 aaronmk
770 2788 aaronmk
    return insert_select(db, table, cols, query, *args, **kw_args)
771 11 aaronmk
772 2402 aaronmk
def mk_update(db, table, changes=None, cond=None):
773
    '''
774
    @param changes [(col, new_value),...]
775
        * container can be any iterable type
776
        * col: sql_gen.Code|str (for col name)
777
        * new_value: sql_gen.Code|literal value
778
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
779
    @return str query
780
    '''
781
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
782 2405 aaronmk
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
783 2402 aaronmk
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
784 2467 aaronmk
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
785 2402 aaronmk
786
    return query
787
788
def update(db, *args, **kw_args):
789
    '''For params, see mk_update() and run_query()'''
790
    recover = kw_args.pop('recover', None)
791 3030 aaronmk
    log_level = kw_args.pop('log_level', 2)
792 2402 aaronmk
793 3030 aaronmk
    return run_query(db, mk_update(db, *args, **kw_args), recover,
794
        log_level=log_level)
795 2402 aaronmk
796 135 aaronmk
def last_insert_id(db):
797 1849 aaronmk
    module = util.root_module(db.db)
798 135 aaronmk
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
799
    elif module == 'MySQLdb': return db.insert_id()
800
    else: return None
801 13 aaronmk
802 2394 aaronmk
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
803 2383 aaronmk
    '''Creates a mapping from original column names (which may have collisions)
804 2415 aaronmk
    to names that will be distinct among the columns' tables.
805 2383 aaronmk
    This is meant to be used for several tables that are being joined together.
806 2415 aaronmk
    @param cols The columns to combine. Duplicates will be removed.
807
    @param into The table for the new columns.
808 2394 aaronmk
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
809
        columns will be included in the mapping even if they are not in cols.
810
        The tables of the provided Col objects will be changed to into, so make
811
        copies of them if you want to keep the original tables.
812
    @param as_items Whether to return a list of dict items instead of a dict
813 2383 aaronmk
    @return dict(orig_col=new_col, ...)
814
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
815 2392 aaronmk
        * new_col: sql_gen.Col(orig_col_name, into)
816
        * All mappings use the into table so its name can easily be
817 2383 aaronmk
          changed for all columns at once
818
    '''
819 2415 aaronmk
    cols = lists.uniqify(cols)
820
821 2394 aaronmk
    items = []
822 2389 aaronmk
    for col in preserve:
823 2390 aaronmk
        orig_col = copy.copy(col)
824 2392 aaronmk
        col.table = into
825 2394 aaronmk
        items.append((orig_col, col))
826
    preserve = set(preserve)
827
    for col in cols:
828 2716 aaronmk
        if col not in preserve:
829
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
830 2394 aaronmk
831
    if not as_items: items = dict(items)
832
    return items
833 2383 aaronmk
834 2393 aaronmk
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
835 2391 aaronmk
    '''For params, see mk_flatten_mapping()
836
    @return See return value of mk_flatten_mapping()
837
    '''
838 2394 aaronmk
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
839
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
840 2786 aaronmk
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
841 2846 aaronmk
        into=into, add_indexes_=True)
842 2394 aaronmk
    return dict(items)
843 2391 aaronmk
844 2751 aaronmk
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
845 2810 aaronmk
    assert cols != ()
846
847 2751 aaronmk
    cols = map(sql_gen.to_name_only_col, cols)
848
849
    columns_cols = ['column']
850
    columns = sql_gen.NamedValues('columns', columns_cols,
851
        [[c.name] for c in cols])
852
    values_cols = ['value', 'error_code', 'error']
853
    values = sql_gen.NamedValues('values', values_cols,
854
        [value, error_code, error])
855
856
    select_cols = columns_cols+values_cols
857
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
858 2755 aaronmk
    errors_table = sql_gen.NamedTable('errors', errors_table)
859 2751 aaronmk
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
860
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
861
        sql_gen.filter_out)]
862
863
    return mk_insert_select(db, errors_table, name_only_cols,
864 2787 aaronmk
        mk_select(db, joins, select_cols, order_by=None))
865 2751 aaronmk
866 2810 aaronmk
def track_data_error(db, errors_table, cols, *args, **kw_args):
867 2758 aaronmk
    '''
868
    @param errors_table If None, does nothing.
869
    '''
870 2810 aaronmk
    if errors_table == None or cols == (): return
871
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
872 2758 aaronmk
        cacheable=True, log_level=4)
873
874 2704 aaronmk
def cast(db, type_, col, errors_table=None):
875
    '''Casts an (unrenamed) column or value.
876 2769 aaronmk
    If errors_table set and col has srcs, saves errors in errors_table (using
877
    col's srcs attr as the source columns) and converts errors to warnings.
878 2820 aaronmk
    @param col str|sql_gen.Col|sql_gen.Literal
879 2704 aaronmk
    @param errors_table None|sql_gen.Table|str
880
    '''
881 2820 aaronmk
    col = sql_gen.as_Col(col)
882 2769 aaronmk
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
883
        and col.srcs != ())
884 2987 aaronmk
    if not save_errors: return sql_gen.Cast(type_, col) # can't save errors
885 2704 aaronmk
886
    assert not isinstance(col, sql_gen.NamedCol)
887
888 2770 aaronmk
    errors_table = sql_gen.as_Table(errors_table)
889
    srcs = map(sql_gen.to_name_only_col, col.srcs)
890
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
891 2918 aaronmk
    function = db.TempFunction(function_name)
892 2704 aaronmk
893 2718 aaronmk
    while True:
894
        # Create function definition
895
        query = '''\
896 2704 aaronmk
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
897
RETURNS '''+type_+'''
898
LANGUAGE plpgsql
899
STRICT
900
AS $$
901
BEGIN
902
    /* The explicit cast to the return type is needed to make the cast happen
903
    inside the try block. (Implicit casts to the return type happen at the end
904
    of the function, outside any block.) */
905
    RETURN value::'''+type_+''';
906
EXCEPTION
907
    WHEN data_exception THEN
908
        -- Save error in errors table.
909 2751 aaronmk
        -- Insert the value and error for *each* source column.
910
'''+mk_track_data_error(db, errors_table, srcs,
911
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
912 2704 aaronmk
913
        RAISE WARNING '%', SQLERRM;
914
        RETURN NULL;
915
END;
916
$$;
917
'''
918 2718 aaronmk
919
        # Create function
920
        try:
921
            run_query(db, query, recover=True, cacheable=True,
922 2945 aaronmk
                log_ignore_excs=(DuplicateException,))
923 2718 aaronmk
            break # successful
924 2945 aaronmk
        except DuplicateException:
925 2770 aaronmk
            function.name = next_version(function.name)
926
            # try again with next version of name
927 2704 aaronmk
928
    return sql_gen.FunctionCall(function, col)
929
930 2414 aaronmk
##### Database structure queries
931
932 2426 aaronmk
def table_row_count(db, table, recover=None):
933 2786 aaronmk
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
934 2443 aaronmk
        order_by=None, start=0), recover=recover, log_level=3))
935 2426 aaronmk
936 2414 aaronmk
def table_cols(db, table, recover=None):
937
    return list(col_names(select(db, table, limit=0, order_by=None,
938 2443 aaronmk
        recover=recover, log_level=4)))
939 2414 aaronmk
940 2291 aaronmk
def pkey(db, table, recover=None):
941 832 aaronmk
    '''Assumed to be first column in table'''
942 2339 aaronmk
    return table_cols(db, table, recover)[0]
943 832 aaronmk
944 2559 aaronmk
not_null_col = 'not_null_col'
945 2340 aaronmk
946
def table_not_null_col(db, table, recover=None):
947
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
948
    if not_null_col in table_cols(db, table, recover): return not_null_col
949
    else: return pkey(db, table, recover)
950
951 853 aaronmk
def index_cols(db, table, index):
952
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
953
    automatically created. When you don't know whether something is a UNIQUE
954
    constraint or a UNIQUE index, use this function.'''
955 1909 aaronmk
    module = util.root_module(db.db)
956
    if module == 'psycopg2':
957
        return list(values(run_query(db, '''\
958 853 aaronmk
SELECT attname
959 866 aaronmk
FROM
960
(
961
        SELECT attnum, attname
962
        FROM pg_index
963
        JOIN pg_class index ON index.oid = indexrelid
964
        JOIN pg_class table_ ON table_.oid = indrelid
965
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
966
        WHERE
967 2782 aaronmk
            table_.relname = '''+db.esc_value(table)+'''
968
            AND index.relname = '''+db.esc_value(index)+'''
969 866 aaronmk
    UNION
970
        SELECT attnum, attname
971
        FROM
972
        (
973
            SELECT
974
                indrelid
975
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
976
                    AS indkey
977
            FROM pg_index
978
            JOIN pg_class index ON index.oid = indexrelid
979
            JOIN pg_class table_ ON table_.oid = indrelid
980
            WHERE
981 2782 aaronmk
                table_.relname = '''+db.esc_value(table)+'''
982
                AND index.relname = '''+db.esc_value(index)+'''
983 866 aaronmk
        ) s
984
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
985
) s
986 853 aaronmk
ORDER BY attnum
987 2782 aaronmk
'''
988
            , cacheable=True, log_level=4)))
989 1909 aaronmk
    else: raise NotImplementedError("Can't list index columns for "+module+
990
        ' database')
991 853 aaronmk
992 464 aaronmk
def constraint_cols(db, table, constraint):
993 1849 aaronmk
    module = util.root_module(db.db)
994 464 aaronmk
    if module == 'psycopg2':
995
        return list(values(run_query(db, '''\
996
SELECT attname
997
FROM pg_constraint
998
JOIN pg_class ON pg_class.oid = conrelid
999
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
1000
WHERE
1001 2783 aaronmk
    relname = '''+db.esc_value(table)+'''
1002
    AND conname = '''+db.esc_value(constraint)+'''
1003 464 aaronmk
ORDER BY attnum
1004 2783 aaronmk
'''
1005
            )))
1006 464 aaronmk
    else: raise NotImplementedError("Can't list constraint columns for "+module+
1007
        ' database')
1008
1009 2096 aaronmk
row_num_col = '_row_num'
1010
1011 2998 aaronmk
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
1012 2688 aaronmk
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
1013 2538 aaronmk
    Currently, only function calls are supported as expressions.
1014 2998 aaronmk
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
1015 2847 aaronmk
        This allows indexes to be used for comparisons where NULLs are equal.
1016 2538 aaronmk
    '''
1017 2964 aaronmk
    exprs = lists.mk_seq(exprs)
1018 2538 aaronmk
1019 2688 aaronmk
    # Parse exprs
1020
    old_exprs = exprs[:]
1021
    exprs = []
1022
    cols = []
1023
    for i, expr in enumerate(old_exprs):
1024 2823 aaronmk
        expr = sql_gen.as_Col(expr, table)
1025 2688 aaronmk
1026 2823 aaronmk
        # Handle nullable columns
1027 2998 aaronmk
        if ensure_not_null_:
1028
            try: expr = ensure_not_null(db, expr)
1029 2860 aaronmk
            except KeyError: pass # unknown type, so just create plain index
1030 2823 aaronmk
1031 2688 aaronmk
        # Extract col
1032 3002 aaronmk
        expr = copy.deepcopy(expr) # don't modify input!
1033 2688 aaronmk
        if isinstance(expr, sql_gen.FunctionCall):
1034
            col = expr.args[0]
1035
            expr = sql_gen.Expr(expr)
1036
        else: col = expr
1037 2823 aaronmk
        assert isinstance(col, sql_gen.Col)
1038 2688 aaronmk
1039
        # Extract table
1040
        if table == None:
1041
            assert sql_gen.is_table_col(col)
1042
            table = col.table
1043
1044
        col.table = None
1045
1046
        exprs.append(expr)
1047
        cols.append(col)
1048 2408 aaronmk
1049 2688 aaronmk
    table = sql_gen.as_Table(table)
1050
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
1051
1052 3005 aaronmk
    # Add index
1053
    while True:
1054
        str_ = 'CREATE'
1055
        if unique: str_ += ' UNIQUE'
1056
        str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
1057
            ', '.join((v.to_str(db) for v in exprs)))+')'
1058
1059
        try:
1060
            run_query(db, str_, recover=True, cacheable=True, log_level=3,
1061
                log_ignore_excs=(DuplicateException,))
1062
            break
1063
        except DuplicateException:
1064
            index.name = next_version(index.name)
1065
            # try again with next version of name
1066 2408 aaronmk
1067 2686 aaronmk
def add_pkey(db, table, cols=None, recover=None):
1068
    '''Adds a primary key.
1069
    @param cols [sql_gen.Col,...] The columns in the primary key.
1070
        Defaults to the first column in the table.
1071 2406 aaronmk
    @pre The table must not already have a primary key.
1072
    '''
1073
    table = sql_gen.as_Table(table)
1074 2686 aaronmk
    if cols == None: cols = [pkey(db, table, recover)]
1075
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1076 2406 aaronmk
1077 2781 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1078
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1079 2945 aaronmk
        log_ignore_excs=(DuplicateException,))
1080 2406 aaronmk
1081 2997 aaronmk
def add_not_null(db, col):
1082
    table = col.table
1083
    col = sql_gen.to_name_only_col(col)
1084
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1085
        +col.to_str(db)+' SET NOT NULL', cacheable=True)
1086
1087
def add_index_col(db, col, suffix, expr, nullable=True):
1088 3000 aaronmk
    if sql_gen.index_col(col) != None: return # already has index col
1089 2997 aaronmk
1090
    new_col = sql_gen.suffixed_col(col, suffix)
1091
1092 3006 aaronmk
    # Add column
1093
    while True:
1094
        new_typed_col = sql_gen.TypedCol(new_col.name, db.col_info(col).type)
1095
        try:
1096
            add_col(db, col.table, new_typed_col,
1097
                log_ignore_excs=(DuplicateException,))
1098
            break
1099
        except DuplicateException:
1100
            new_col.name = next_version(new_col.name)
1101
            # try again with next version of name
1102
1103 2997 aaronmk
    update(db, col.table, [(new_col, expr)])
1104
    if not nullable: add_not_null(db, new_col)
1105
    add_index(db, new_col)
1106
1107 3000 aaronmk
    col.table.index_cols[col.name] = new_col
1108 2997 aaronmk
1109
def ensure_not_null(db, col):
1110
    '''For params, see sql_gen.ensure_not_null()'''
1111
    expr = sql_gen.ensure_not_null(db, col)
1112
1113
    # If nullable column in a temp table, add separate column instead
1114
    if sql_gen.is_temp_col(col) and isinstance(expr, sql_gen.EnsureNotNull):
1115
        add_index_col(db, col, '::NOT NULL', expr, nullable=False)
1116 3000 aaronmk
        expr = sql_gen.index_col(col)
1117 2997 aaronmk
1118
    return expr
1119
1120 2772 aaronmk
already_indexed = object() # tells add_indexes() the pkey has already been added
1121
1122
def add_indexes(db, table, has_pkey=True):
1123
    '''Adds an index on all columns in a table.
1124
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1125
        index should be added on the first column.
1126
        * If already_indexed, the pkey is assumed to have already been added
1127
    '''
1128
    cols = table_cols(db, table)
1129
    if has_pkey:
1130
        if has_pkey is not already_indexed: add_pkey(db, table)
1131
        cols = cols[1:]
1132
    for col in cols: add_index(db, col, table)
1133
1134 2935 aaronmk
def add_col(db, table, col, **kw_args):
1135 2934 aaronmk
    assert isinstance(col, sql_gen.TypedCol)
1136 3006 aaronmk
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD COLUMN '
1137 2947 aaronmk
        +col.to_str(db), recover=True, cacheable=True, **kw_args)
1138 2934 aaronmk
1139 2935 aaronmk
row_num_typed_col = sql_gen.TypedCol(row_num_col, 'serial', nullable=False,
1140
    constraints='PRIMARY KEY')
1141
1142 2086 aaronmk
def add_row_num(db, table):
1143 2117 aaronmk
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1144
    be the primary key.'''
1145 2935 aaronmk
    add_col(db, table, row_num_typed_col, log_level=3)
1146 2086 aaronmk
1147 2936 aaronmk
def cast_temp_col(db, type_, col, errors_table=None):
1148
    '''Like cast(), but creates a new column with the cast values if the input
1149
    is a column.
1150
    @return The new column or cast value
1151
    '''
1152
    def cast_(col): return cast(db, type_, col, errors_table)
1153
1154
    try: col = sql_gen.underlying_col(col)
1155
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
1156
1157
    table = col.table
1158
    new_col = sql_gen.Col(sql_gen.concat(col.name, '::'+type_), table, col.srcs)
1159
    expr = cast_(col)
1160
    add_col(db, table, sql_gen.TypedCol(new_col.name, type_))
1161
    update(db, table, [(new_col, expr)])
1162 2955 aaronmk
    add_index(db, new_col)
1163 2936 aaronmk
1164
    return new_col
1165
1166 2889 aaronmk
def drop_table(db, table):
1167
    table = sql_gen.as_Table(table)
1168
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1169
1170 2760 aaronmk
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1171 2675 aaronmk
    '''Creates a table.
1172 2681 aaronmk
    @param cols [sql_gen.TypedCol,...] The column names and types
1173
    @param has_pkey If set, the first column becomes the primary key.
1174 2760 aaronmk
    @param col_indexes bool|[ref]
1175
        * If True, indexes will be added on all non-pkey columns.
1176
        * If a list reference, [0] will be set to a function to do this.
1177
          This can be used to delay index creation until the table is populated.
1178 2675 aaronmk
    '''
1179
    table = sql_gen.as_Table(table)
1180
1181 2681 aaronmk
    if has_pkey:
1182
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1183 2872 aaronmk
        pkey.constraints = 'PRIMARY KEY'
1184 2681 aaronmk
1185 2675 aaronmk
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1186 2681 aaronmk
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1187
    str_ += '\n);\n'
1188 2675 aaronmk
    run_query(db, str_, cacheable=True, log_level=2)
1189 2760 aaronmk
1190
    # Add indexes
1191 2773 aaronmk
    if has_pkey: has_pkey = already_indexed
1192
    def add_indexes_(): add_indexes(db, table, has_pkey)
1193
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1194
    elif col_indexes: add_indexes_() # add now
1195 2675 aaronmk
1196 2684 aaronmk
def vacuum(db, table):
1197
    table = sql_gen.as_Table(table)
1198
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1199
        log_level=3))
1200
1201 2970 aaronmk
def truncate(db, table, schema='public', **kw_args):
1202
    '''For params, see run_query()'''
1203 2777 aaronmk
    table = sql_gen.as_Table(table, schema)
1204 2970 aaronmk
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1205 2732 aaronmk
1206 2965 aaronmk
def empty_temp(db, tables):
1207 2972 aaronmk
    if db.debug_temp: return # leave temp tables there for debugging
1208 2965 aaronmk
    tables = lists.mk_seq(tables)
1209 2971 aaronmk
    for table in tables: truncate(db, table, log_level=3)
1210 2965 aaronmk
1211 2729 aaronmk
def tables(db, schema_like='public', table_like='%', exact=False):
1212
    if exact: compare = '='
1213
    else: compare = 'LIKE'
1214
1215 1849 aaronmk
    module = util.root_module(db.db)
1216 832 aaronmk
    if module == 'psycopg2':
1217 2779 aaronmk
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1218
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1219
        return values(select(db, 'pg_tables', ['tablename'], conds,
1220
            order_by='tablename', log_level=4))
1221 1968 aaronmk
    elif module == 'MySQLdb':
1222 2779 aaronmk
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1223
            , cacheable=True, log_level=4))
1224 832 aaronmk
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1225 830 aaronmk
1226 2726 aaronmk
def table_exists(db, table):
1227
    table = sql_gen.as_Table(table)
1228 2730 aaronmk
    return list(tables(db, table.schema, table.name, exact=True)) != []
1229 2726 aaronmk
1230 2913 aaronmk
def function_exists(db, function):
1231
    function = sql_gen.as_Function(function)
1232
1233
    info_table = sql_gen.Table('routines', 'information_schema')
1234
    conds = [('routine_name', function.name)]
1235
    schema = function.schema
1236
    if schema != None: conds.append(('routine_schema', schema))
1237 2914 aaronmk
    # Exclude trigger functions, since they cannot be called directly
1238
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1239 2913 aaronmk
1240
    return list(values(select(db, info_table, ['routine_name'], conds,
1241
        order_by='routine_schema', limit=1, log_level=4))) != []
1242
        # TODO: order_by search_path schema order
1243
1244 2726 aaronmk
def errors_table(db, table, if_exists=True):
1245
    '''
1246
    @param if_exists If set, returns None if the errors table doesn't exist
1247
    @return None|sql_gen.Table
1248
    '''
1249
    table = sql_gen.as_Table(table)
1250
    if table.srcs != (): table = table.srcs[0]
1251
1252
    errors_table = sql_gen.suffixed_table(table, '.errors')
1253
    if if_exists and not table_exists(db, errors_table): return None
1254
    return errors_table
1255
1256 833 aaronmk
##### Database management
1257
1258 1968 aaronmk
def empty_db(db, schema='public', **kw_args):
1259
    '''For kw_args, see tables()'''
1260
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1261 833 aaronmk
1262 832 aaronmk
##### Heuristic queries
1263
1264 2104 aaronmk
def put(db, table, row, pkey_=None, row_ct_ref=None):
1265 1554 aaronmk
    '''Recovers from errors.
1266 2077 aaronmk
    Only works under PostgreSQL (uses INSERT RETURNING).
1267
    '''
1268 2642 aaronmk
    row = sql_gen.ColDict(db, table, row)
1269 2104 aaronmk
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1270
1271 471 aaronmk
    try:
1272 2149 aaronmk
        cur = insert(db, table, row, pkey_, recover=True)
1273 1554 aaronmk
        if row_ct_ref != None and cur.rowcount >= 0:
1274
            row_ct_ref[0] += cur.rowcount
1275
        return value(cur)
1276 471 aaronmk
    except DuplicateKeyException, e:
1277 2653 aaronmk
        row = sql_gen.ColDict(db, table,
1278
            util.dict_subset_right_join(row, e.cols))
1279
        return value(select(db, table, [pkey_], row, recover=True))
1280 471 aaronmk
1281 473 aaronmk
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1282 830 aaronmk
    '''Recovers from errors'''
1283 2209 aaronmk
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1284 14 aaronmk
    except StopIteration:
1285 40 aaronmk
        if not create: raise
1286 471 aaronmk
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1287 2078 aaronmk
1288 2593 aaronmk
def is_func_result(col):
1289
    return col.table.name.find('(') >= 0 and col.name == 'result'
1290
1291 2592 aaronmk
def into_table_name(out_table, in_tables0, mapping, is_func):
1292 2615 aaronmk
    def in_col_str(in_col):
1293
        in_col = sql_gen.remove_col_rename(in_col)
1294
        if isinstance(in_col, sql_gen.Col):
1295
            table = in_col.table
1296
            if table == in_tables0:
1297
                in_col = sql_gen.to_name_only_col(in_col)
1298
            elif is_func_result(in_col): in_col = table # omit col name
1299
        return str(in_col)
1300
1301 2580 aaronmk
    str_ = str(out_table)
1302
    if is_func:
1303 2615 aaronmk
        str_ += '('
1304 2580 aaronmk
1305 2615 aaronmk
        try: value_in_col = mapping['value']
1306
        except KeyError:
1307 2654 aaronmk
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1308 2615 aaronmk
                for k, v in mapping.iteritems()))
1309
        else: str_ += in_col_str(value_in_col)
1310
1311
        str_ += ')'
1312 2812 aaronmk
    else:
1313
        out_col = 'rank'
1314
        try: in_col = mapping[out_col]
1315
        except KeyError: str_ += '_pkeys'
1316
        else: # has a rank column, so hierarchical
1317
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1318 2580 aaronmk
    return str_
1319
1320 2508 aaronmk
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1321 2805 aaronmk
    default=None, is_func=False, on_error=exc.raise_):
1322 2078 aaronmk
    '''Recovers from errors.
1323
    Only works under PostgreSQL (uses INSERT RETURNING).
1324 2909 aaronmk
    IMPORTANT: Must be run at the *beginning* of a transaction.
1325 2131 aaronmk
    @param in_tables The main input table to select from, followed by a list of
1326
        tables to join with it using the main input table's pkey
1327 2312 aaronmk
    @param mapping dict(out_table_col=in_table_col, ...)
1328 2612 aaronmk
        * out_table_col: str (*not* sql_gen.Col)
1329
        * in_table_col: sql_gen.Col|literal-value
1330 2489 aaronmk
    @param into The table to contain the output and input pkeys.
1331 2574 aaronmk
        Defaults to `out_table.name+'_pkeys'`.
1332 2509 aaronmk
    @param default The *output* column to use as the pkey for missing rows.
1333
        If this output column does not exist in the mapping, uses None.
1334 2552 aaronmk
    @param is_func Whether out_table is the name of a SQL function, not a table
1335 2312 aaronmk
    @return sql_gen.Col Where the output pkeys are made available
1336 2078 aaronmk
    '''
1337 2329 aaronmk
    out_table = sql_gen.as_Table(out_table)
1338 2312 aaronmk
1339 2450 aaronmk
    def log_debug(msg): db.log_debug(msg, level=1.5)
1340 2505 aaronmk
    def col_ustr(str_):
1341 2567 aaronmk
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1342 2450 aaronmk
1343 2910 aaronmk
    log_debug('********** New iteration **********')
1344
    log_debug('Inserting these input columns into '+strings.as_tt(
1345
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1346
1347 2942 aaronmk
    is_function = function_exists(db, out_table)
1348
1349
    if is_function: out_pkey = 'result'
1350
    else: out_pkey = pkey(db, out_table, recover=True)
1351 2768 aaronmk
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1352
1353
    if mapping == {}: # need at least one column for INSERT SELECT
1354
        mapping = {out_pkey: None} # ColDict will replace with default value
1355
1356 2382 aaronmk
    # Create input joins from list of input tables
1357
    in_tables_ = in_tables[:] # don't modify input!
1358
    in_tables0 = in_tables_.pop(0) # first table is separate
1359 2735 aaronmk
    errors_table_ = errors_table(db, in_tables0)
1360 2279 aaronmk
    in_pkey = pkey(db, in_tables0, recover=True)
1361 2285 aaronmk
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1362 2460 aaronmk
    input_joins = [in_tables0]+[sql_gen.Join(v,
1363
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1364 2131 aaronmk
1365 2592 aaronmk
    if into == None:
1366
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1367
    into = sql_gen.as_Table(into)
1368
1369 2702 aaronmk
    # Set column sources
1370
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1371
    for col in in_cols:
1372
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1373
1374 2486 aaronmk
    log_debug('Joining together input tables into temp table')
1375 2395 aaronmk
    # Place in new table for speed and so don't modify input if values edited
1376 2584 aaronmk
    in_table = sql_gen.Table('in')
1377 2702 aaronmk
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1378
        preserve=[in_pkey_col], start=0))
1379 2395 aaronmk
    input_joins = [in_table]
1380 2486 aaronmk
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1381 2395 aaronmk
1382 2656 aaronmk
    mapping = sql_gen.ColDict(db, out_table, mapping)
1383
        # after applying dicts.join() because that returns a plain dict
1384
1385 2509 aaronmk
    # Resolve default value column
1386 2841 aaronmk
    if default != None:
1387
        try: default = mapping[default]
1388
        except KeyError:
1389 2509 aaronmk
            db.log_debug('Default value column '
1390
                +strings.as_tt(strings.repr_no_u(default))
1391 2511 aaronmk
                +' does not exist in mapping, falling back to None', level=2.1)
1392 2509 aaronmk
            default = None
1393
1394 2387 aaronmk
    pkeys_names = [in_pkey, out_pkey]
1395 2236 aaronmk
    pkeys_cols = [in_pkey_col, out_pkey_col]
1396
1397 2201 aaronmk
    pkeys_table_exists_ref = [False]
1398 2960 aaronmk
    def insert_into_pkeys(joins, cols, distinct=False):
1399
        kw_args = {}
1400
        if distinct: kw_args.update(dict(distinct_on=[in_pkey_col]))
1401
        query = mk_select(db, joins, cols, order_by=None, start=0, **kw_args)
1402
1403 2201 aaronmk
        if pkeys_table_exists_ref[0]:
1404 2786 aaronmk
            insert_select(db, into, pkeys_names, query)
1405 2201 aaronmk
        else:
1406 2786 aaronmk
            run_query_into(db, query, into=into)
1407 2201 aaronmk
            pkeys_table_exists_ref[0] = True
1408
1409 2429 aaronmk
    limit_ref = [None]
1410 2380 aaronmk
    conds = set()
1411 2811 aaronmk
    distinct_on = sql_gen.ColDict(db, out_table)
1412 2325 aaronmk
    def mk_main_select(joins, cols):
1413 2811 aaronmk
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1414
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1415 2429 aaronmk
            limit=limit_ref[0], start=0)
1416 2132 aaronmk
1417 2519 aaronmk
    exc_strs = set()
1418 2309 aaronmk
    def log_exc(e):
1419 2519 aaronmk
        e_str = exc.str_(e, first_line_only=True)
1420
        log_debug('Caught exception: '+e_str)
1421
        assert e_str not in exc_strs # avoid infinite loops
1422
        exc_strs.add(e_str)
1423 2735 aaronmk
1424 2451 aaronmk
    def remove_all_rows():
1425 2896 aaronmk
        log_debug('Ignoring all rows')
1426 2429 aaronmk
        limit_ref[0] = 0 # just create an empty pkeys table
1427 2735 aaronmk
1428 2758 aaronmk
    def ignore(in_col, value, e):
1429
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1430
            e.cause.pgerror)
1431 2895 aaronmk
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1432 2545 aaronmk
            +strings.as_tt(repr(value)))
1433 2895 aaronmk
1434 2758 aaronmk
    def remove_rows(in_col, value, e):
1435
        ignore(in_col, value, e)
1436 2378 aaronmk
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1437
        assert cond not in conds # avoid infinite loops
1438 2380 aaronmk
        conds.add(cond)
1439 2895 aaronmk
1440 2758 aaronmk
    def invalid2null(in_col, value, e):
1441
        ignore(in_col, value, e)
1442 2403 aaronmk
        update(db, in_table, [(in_col, None)],
1443
            sql_gen.ColValueCond(in_col, value))
1444 2245 aaronmk
1445 2589 aaronmk
    def insert_pkeys_table(which):
1446 2932 aaronmk
        return sql_gen.Table(sql_gen.concat(in_table.name,
1447 2589 aaronmk
            '_insert_'+which+'_pkeys'))
1448
    insert_out_pkeys = insert_pkeys_table('out')
1449
    insert_in_pkeys = insert_pkeys_table('in')
1450
1451 2206 aaronmk
    # Do inserts and selects
1452 2642 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
1453 2206 aaronmk
    while True:
1454 2521 aaronmk
        if limit_ref[0] == 0: # special case
1455
            log_debug('Creating an empty pkeys table')
1456 2786 aaronmk
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1457 2521 aaronmk
                limit=limit_ref[0]), into=insert_out_pkeys)
1458
            break # don't do main case
1459
1460 2303 aaronmk
        has_joins = join_cols != {}
1461
1462 2903 aaronmk
        log_debug('Trying to insert new rows')
1463
1464 2305 aaronmk
        # Prepare to insert new rows
1465 2325 aaronmk
        insert_joins = input_joins[:] # don't modify original!
1466 2403 aaronmk
        insert_args = dict(recover=True, cacheable=False)
1467 2303 aaronmk
        if has_joins:
1468 3021 aaronmk
            insert_args.update(dict(ignore=True))
1469 2325 aaronmk
        else:
1470 2404 aaronmk
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1471 2786 aaronmk
        main_select = mk_main_select(insert_joins, mapping.values())
1472 2303 aaronmk
1473 2929 aaronmk
        def main_insert():
1474 2942 aaronmk
            if is_function:
1475
                log_debug('Calling function on input rows')
1476
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
1477
                func_call = sql_gen.NamedCol(out_pkey,
1478
                    sql_gen.FunctionCall(out_table, **args))
1479
                insert_into_pkeys(input_joins, [in_pkey_col, func_call])
1480
                return None
1481
            else:
1482
                lock_table(db, out_table, 'EXCLUSIVE')
1483
                return insert_select(db, out_table, mapping.keys(), main_select,
1484
                    **insert_args)
1485 2929 aaronmk
1486 2206 aaronmk
        try:
1487 2929 aaronmk
            cur = with_savepoint(db, main_insert)
1488 2357 aaronmk
            break # insert successful
1489 2931 aaronmk
        except MissingCastException, e:
1490
            log_exc(e)
1491
1492
            out_col = e.col
1493
            type_ = e.type
1494
1495
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1496
                +strings.as_tt(type_))
1497 2937 aaronmk
            mapping[out_col] = cast_temp_col(db, type_, mapping[out_col],
1498
                errors_table_)
1499 2206 aaronmk
        except DuplicateKeyException, e:
1500 2309 aaronmk
            log_exc(e)
1501
1502 2258 aaronmk
            old_join_cols = join_cols.copy()
1503 2811 aaronmk
            distinct_on.update(util.dict_subset(mapping, e.cols))
1504 2565 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1505 2486 aaronmk
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1506 2505 aaronmk
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1507 2258 aaronmk
            assert join_cols != old_join_cols # avoid infinite loops
1508 2230 aaronmk
        except NullValueException, e:
1509 2309 aaronmk
            log_exc(e)
1510
1511 2230 aaronmk
            out_col, = e.cols
1512
            try: in_col = mapping[out_col]
1513 2356 aaronmk
            except KeyError:
1514 2486 aaronmk
                log_debug('Missing mapping for NOT NULL column '+out_col)
1515 2451 aaronmk
                remove_all_rows()
1516 2758 aaronmk
            else: remove_rows(in_col, None, e)
1517 2542 aaronmk
        except FunctionValueException, e:
1518
            log_exc(e)
1519
1520
            func_name = e.name
1521
            value = e.value
1522
            for out_col, in_col in mapping.iteritems():
1523 2758 aaronmk
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1524
                invalid2null(in_col, value, e)
1525 2429 aaronmk
        except DatabaseErrors, e:
1526
            log_exc(e)
1527
1528 2808 aaronmk
            log_debug('No handler for exception')
1529
            on_error(e)
1530 2451 aaronmk
            remove_all_rows()
1531 2358 aaronmk
        # after exception handled, rerun loop with additional constraints
1532 2132 aaronmk
1533 2942 aaronmk
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
1534 2357 aaronmk
        row_ct_ref[0] += cur.rowcount
1535
1536 2942 aaronmk
    if is_function: pass # pkeys table already created
1537
    elif has_joins:
1538 2357 aaronmk
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1539 2486 aaronmk
        log_debug('Getting output table pkeys of existing/inserted rows')
1540 2960 aaronmk
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
1541 2357 aaronmk
    else:
1542 2404 aaronmk
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1543 2357 aaronmk
1544 2486 aaronmk
        log_debug('Getting input table pkeys of inserted rows')
1545 2786 aaronmk
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1546 2404 aaronmk
            into=insert_in_pkeys)
1547
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1548 2357 aaronmk
1549 2428 aaronmk
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1550
            insert_in_pkeys)
1551
1552 2486 aaronmk
        log_debug('Combining output and input pkeys in inserted order')
1553 2404 aaronmk
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1554 2357 aaronmk
            {row_num_col: sql_gen.join_same_not_null})]
1555 2420 aaronmk
        insert_into_pkeys(pkey_joins, pkeys_names)
1556 2959 aaronmk
1557 2974 aaronmk
        empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
1558 2357 aaronmk
1559 2486 aaronmk
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1560 2594 aaronmk
    add_pkey(db, into)
1561 2407 aaronmk
1562 2508 aaronmk
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1563 2489 aaronmk
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1564 2357 aaronmk
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1565
        # must use join_same_not_null or query will take forever
1566 2420 aaronmk
    insert_into_pkeys(missing_rows_joins,
1567 2508 aaronmk
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1568 2357 aaronmk
1569 2489 aaronmk
    assert table_row_count(db, into) == table_row_count(db, in_table)
1570 2428 aaronmk
1571 2974 aaronmk
    empty_temp(db, in_table)
1572 2959 aaronmk
1573 2702 aaronmk
    srcs = []
1574
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1575
    return sql_gen.Col(out_pkey, into, srcs)
1576 2115 aaronmk
1577
##### Data cleanup
1578
1579 2290 aaronmk
def cleanup_table(db, table, cols):
1580 2677 aaronmk
    table = sql_gen.as_Table(table)
1581
    cols = map(sql_gen.as_Col, cols)
1582 2115 aaronmk
1583 2677 aaronmk
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1584
        +db.esc_value(r'\N')+')')
1585
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1586
        for v in cols]
1587 2115 aaronmk
1588 2677 aaronmk
    update(db, table, changes)