1 |
11
|
aaronmk
|
# Database access
|
2 |
|
|
|
3 |
1869
|
aaronmk
|
import copy
|
4 |
11
|
aaronmk
|
import random
|
5 |
|
|
import re
|
6 |
|
|
import sys
|
7 |
865
|
aaronmk
|
import warnings
|
8 |
11
|
aaronmk
|
|
9 |
300
|
aaronmk
|
import exc
|
10 |
862
|
aaronmk
|
import strings
|
11 |
131
|
aaronmk
|
import util
|
12 |
11
|
aaronmk
|
|
13 |
832
|
aaronmk
|
##### Exceptions
|
14 |
|
|
|
15 |
135
|
aaronmk
|
def get_cur_query(cur):
|
16 |
|
|
if hasattr(cur, 'query'): return cur.query
|
17 |
|
|
elif hasattr(cur, '_last_executed'): return cur._last_executed
|
18 |
|
|
else: return None
|
19 |
14
|
aaronmk
|
|
20 |
300
|
aaronmk
|
def _add_cursor_info(e, cur): exc.add_msg(e, 'query: '+get_cur_query(cur))
|
21 |
135
|
aaronmk
|
|
22 |
300
|
aaronmk
|
class DbException(exc.ExceptionWithCause):
|
23 |
14
|
aaronmk
|
def __init__(self, msg, cause=None, cur=None):
|
24 |
300
|
aaronmk
|
exc.ExceptionWithCause.__init__(self, msg, cause)
|
25 |
14
|
aaronmk
|
if cur != None: _add_cursor_info(self, cur)
|
26 |
|
|
|
27 |
360
|
aaronmk
|
class NameException(DbException): pass
|
28 |
|
|
|
29 |
468
|
aaronmk
|
class ExceptionWithColumns(DbException):
|
30 |
|
|
def __init__(self, cols, cause=None):
|
31 |
|
|
DbException.__init__(self, 'columns: ' + ', '.join(cols), cause)
|
32 |
|
|
self.cols = cols
|
33 |
11
|
aaronmk
|
|
34 |
468
|
aaronmk
|
class DuplicateKeyException(ExceptionWithColumns): pass
|
35 |
13
|
aaronmk
|
|
36 |
468
|
aaronmk
|
class NullValueException(ExceptionWithColumns): pass
|
37 |
13
|
aaronmk
|
|
38 |
89
|
aaronmk
|
class EmptyRowException(DbException): pass
|
39 |
|
|
|
40 |
865
|
aaronmk
|
##### Warnings
|
41 |
|
|
|
42 |
|
|
class DbWarning(UserWarning): pass
|
43 |
|
|
|
44 |
832
|
aaronmk
|
##### Input validation
|
45 |
|
|
|
46 |
11
|
aaronmk
|
def check_name(name):
|
47 |
|
|
if re.search(r'\W', name) != None: raise NameException('Name "'+name
|
48 |
|
|
+'" may contain only alphanumeric characters and _')
|
49 |
|
|
|
50 |
643
|
aaronmk
|
def esc_name(db, name):
|
51 |
1849
|
aaronmk
|
module = util.root_module(db.db)
|
52 |
645
|
aaronmk
|
if module == 'psycopg2': return name
|
53 |
|
|
# Don't enclose in quotes because this disables case-insensitivity
|
54 |
643
|
aaronmk
|
elif module == 'MySQLdb': quote = '`'
|
55 |
645
|
aaronmk
|
else: raise NotImplementedError("Can't escape name for "+module+' database')
|
56 |
643
|
aaronmk
|
return quote + name.replace(quote, '') + quote
|
57 |
|
|
|
58 |
1869
|
aaronmk
|
##### Database connections
|
59 |
1849
|
aaronmk
|
|
60 |
1869
|
aaronmk
|
db_engines = {
|
61 |
|
|
'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
|
62 |
|
|
'PostgreSQL': ('psycopg2', {}),
|
63 |
|
|
}
|
64 |
|
|
|
65 |
|
|
DatabaseErrors_set = set([DbException])
|
66 |
|
|
DatabaseErrors = tuple(DatabaseErrors_set)
|
67 |
|
|
|
68 |
|
|
def _add_module(module):
|
69 |
|
|
DatabaseErrors_set.add(module.DatabaseError)
|
70 |
|
|
global DatabaseErrors
|
71 |
|
|
DatabaseErrors = tuple(DatabaseErrors_set)
|
72 |
|
|
|
73 |
|
|
def db_config_str(db_config):
|
74 |
|
|
return db_config['engine']+' database '+db_config['database']
|
75 |
|
|
|
76 |
1849
|
aaronmk
|
class DbConn:
|
77 |
1869
|
aaronmk
|
def __init__(self, db_config, serializable=True):
|
78 |
|
|
self.db_config = db_config
|
79 |
|
|
self.serializable = serializable
|
80 |
|
|
|
81 |
|
|
self.__db = None
|
82 |
1849
|
aaronmk
|
self.pkeys = {}
|
83 |
|
|
self.index_cols = {}
|
84 |
1869
|
aaronmk
|
|
85 |
|
|
def __getattr__(self, name):
|
86 |
|
|
if name == '__dict__': raise Exception('getting __dict__')
|
87 |
|
|
if name == 'db': return self._db()
|
88 |
|
|
else: raise AttributeError()
|
89 |
|
|
|
90 |
|
|
def __getstate__(self):
|
91 |
|
|
state = copy.copy(self.__dict__) # shallow copy
|
92 |
|
|
state['_DbConn__db'] = None # don't pickle the connection
|
93 |
|
|
return state
|
94 |
|
|
|
95 |
|
|
def _db(self):
|
96 |
|
|
if self.__db == None:
|
97 |
|
|
# Process db_config
|
98 |
|
|
db_config = self.db_config.copy() # don't modify input!
|
99 |
|
|
module_name, mappings = db_engines[db_config.pop('engine')]
|
100 |
|
|
module = __import__(module_name)
|
101 |
|
|
_add_module(module)
|
102 |
|
|
for orig, new in mappings.iteritems():
|
103 |
|
|
try: util.rename_key(db_config, orig, new)
|
104 |
|
|
except KeyError: pass
|
105 |
|
|
|
106 |
|
|
# Connect
|
107 |
|
|
self.__db = module.connect(**db_config)
|
108 |
|
|
|
109 |
|
|
# Configure connection
|
110 |
|
|
if self.serializable: run_raw_query(self,
|
111 |
|
|
'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE')
|
112 |
|
|
|
113 |
|
|
return self.__db
|
114 |
1849
|
aaronmk
|
|
115 |
1869
|
aaronmk
|
connect = DbConn
|
116 |
|
|
|
117 |
832
|
aaronmk
|
##### Querying
|
118 |
|
|
|
119 |
830
|
aaronmk
|
def run_raw_query(db, query, params=None):
|
120 |
1849
|
aaronmk
|
cur = db.db.cursor()
|
121 |
11
|
aaronmk
|
try: cur.execute(query, params)
|
122 |
46
|
aaronmk
|
except Exception, e:
|
123 |
|
|
_add_cursor_info(e, cur)
|
124 |
11
|
aaronmk
|
raise
|
125 |
867
|
aaronmk
|
if run_raw_query.debug:
|
126 |
|
|
sys.stderr.write(strings.one_line(get_cur_query(cur))+'\n')
|
127 |
11
|
aaronmk
|
return cur
|
128 |
|
|
|
129 |
832
|
aaronmk
|
##### Recoverable querying
|
130 |
15
|
aaronmk
|
|
131 |
11
|
aaronmk
|
def with_savepoint(db, func):
|
132 |
|
|
savepoint = 'savepoint_'+str(random.randint(0, sys.maxint)) # must be unique
|
133 |
830
|
aaronmk
|
run_raw_query(db, 'SAVEPOINT '+savepoint)
|
134 |
11
|
aaronmk
|
try: return_val = func()
|
135 |
|
|
except:
|
136 |
830
|
aaronmk
|
run_raw_query(db, 'ROLLBACK TO SAVEPOINT '+savepoint)
|
137 |
11
|
aaronmk
|
raise
|
138 |
|
|
else:
|
139 |
830
|
aaronmk
|
run_raw_query(db, 'RELEASE SAVEPOINT '+savepoint)
|
140 |
11
|
aaronmk
|
return return_val
|
141 |
|
|
|
142 |
830
|
aaronmk
|
def run_query(db, query, params=None, recover=None):
|
143 |
|
|
if recover == None: recover = False
|
144 |
|
|
|
145 |
|
|
def run(): return run_raw_query(db, query, params)
|
146 |
|
|
if recover: return with_savepoint(db, run)
|
147 |
|
|
else: return run()
|
148 |
|
|
|
149 |
832
|
aaronmk
|
##### Result retrieval
|
150 |
|
|
|
151 |
1135
|
aaronmk
|
def col_names(cur): return (col[0] for col in cur.description)
|
152 |
832
|
aaronmk
|
|
153 |
|
|
def rows(cur): return iter(lambda: cur.fetchone(), None)
|
154 |
|
|
|
155 |
|
|
def row(cur): return rows(cur).next()
|
156 |
|
|
|
157 |
|
|
def value(cur): return row(cur)[0]
|
158 |
|
|
|
159 |
|
|
def values(cur): return iter(lambda: value(cur), None)
|
160 |
|
|
|
161 |
|
|
def value_or_none(cur):
|
162 |
|
|
try: return value(cur)
|
163 |
|
|
except StopIteration: return None
|
164 |
|
|
|
165 |
|
|
##### Basic queries
|
166 |
|
|
|
167 |
1135
|
aaronmk
|
def select(db, table, fields=None, conds=None, limit=None, start=None,
|
168 |
|
|
recover=None):
|
169 |
|
|
'''@param fields Use None to select all fields in the table'''
|
170 |
|
|
if conds == None: conds = {}
|
171 |
135
|
aaronmk
|
assert limit == None or type(limit) == int
|
172 |
865
|
aaronmk
|
assert start == None or type(start) == int
|
173 |
15
|
aaronmk
|
check_name(table)
|
174 |
1135
|
aaronmk
|
if fields != None: map(check_name, fields)
|
175 |
15
|
aaronmk
|
map(check_name, conds.keys())
|
176 |
865
|
aaronmk
|
|
177 |
11
|
aaronmk
|
def cond(entry):
|
178 |
13
|
aaronmk
|
col, value = entry
|
179 |
644
|
aaronmk
|
cond_ = esc_name(db, col)+' '
|
180 |
11
|
aaronmk
|
if value == None: cond_ += 'IS'
|
181 |
|
|
else: cond_ += '='
|
182 |
|
|
cond_ += ' %s'
|
183 |
|
|
return cond_
|
184 |
1135
|
aaronmk
|
query = 'SELECT '
|
185 |
|
|
if fields == None: query += '*'
|
186 |
|
|
else: query += ', '.join([esc_name(db, field) for field in fields])
|
187 |
|
|
query += ' FROM '+esc_name(db, table)
|
188 |
865
|
aaronmk
|
|
189 |
|
|
missing = True
|
190 |
89
|
aaronmk
|
if conds != {}:
|
191 |
|
|
query += ' WHERE '+' AND '.join(map(cond, conds.iteritems()))
|
192 |
865
|
aaronmk
|
missing = False
|
193 |
|
|
if limit != None: query += ' LIMIT '+str(limit); missing = False
|
194 |
|
|
if start != None:
|
195 |
|
|
if start != 0: query += ' OFFSET '+str(start)
|
196 |
|
|
missing = False
|
197 |
|
|
if missing: warnings.warn(DbWarning(
|
198 |
|
|
'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
|
199 |
|
|
|
200 |
830
|
aaronmk
|
return run_query(db, query, conds.values(), recover)
|
201 |
11
|
aaronmk
|
|
202 |
1554
|
aaronmk
|
def insert(db, table, row, returning=None, recover=None):
|
203 |
|
|
'''@param returning str|None An inserted column (such as pkey) to return'''
|
204 |
11
|
aaronmk
|
check_name(table)
|
205 |
13
|
aaronmk
|
cols = row.keys()
|
206 |
15
|
aaronmk
|
map(check_name, cols)
|
207 |
89
|
aaronmk
|
query = 'INSERT INTO '+table
|
208 |
1554
|
aaronmk
|
|
209 |
89
|
aaronmk
|
if row != {}: query += ' ('+', '.join(cols)+') VALUES ('\
|
210 |
|
|
+', '.join(['%s']*len(cols))+')'
|
211 |
|
|
else: query += ' DEFAULT VALUES'
|
212 |
1554
|
aaronmk
|
|
213 |
|
|
if returning != None:
|
214 |
|
|
check_name(returning)
|
215 |
|
|
query += ' RETURNING '+returning
|
216 |
|
|
|
217 |
830
|
aaronmk
|
return run_query(db, query, row.values(), recover)
|
218 |
11
|
aaronmk
|
|
219 |
135
|
aaronmk
|
def last_insert_id(db):
|
220 |
1849
|
aaronmk
|
module = util.root_module(db.db)
|
221 |
135
|
aaronmk
|
if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
|
222 |
|
|
elif module == 'MySQLdb': return db.insert_id()
|
223 |
|
|
else: return None
|
224 |
13
|
aaronmk
|
|
225 |
832
|
aaronmk
|
def truncate(db, table):
|
226 |
|
|
check_name(table)
|
227 |
869
|
aaronmk
|
return run_raw_query(db, 'TRUNCATE '+table+' CASCADE')
|
228 |
832
|
aaronmk
|
|
229 |
|
|
##### Database structure queries
|
230 |
|
|
|
231 |
1850
|
aaronmk
|
def pkey(db, table, recover=None):
|
232 |
832
|
aaronmk
|
'''Assumed to be first column in table'''
|
233 |
|
|
check_name(table)
|
234 |
1850
|
aaronmk
|
if table not in db.pkeys:
|
235 |
|
|
db.pkeys[table] = col_names(run_query(db,
|
236 |
1135
|
aaronmk
|
'SELECT * FROM '+table+' LIMIT 0', recover=recover)).next()
|
237 |
1850
|
aaronmk
|
return db.pkeys[table]
|
238 |
832
|
aaronmk
|
|
239 |
853
|
aaronmk
|
def index_cols(db, table, index):
|
240 |
|
|
'''Can also use this for UNIQUE constraints, because a UNIQUE index is
|
241 |
|
|
automatically created. When you don't know whether something is a UNIQUE
|
242 |
|
|
constraint or a UNIQUE index, use this function.'''
|
243 |
|
|
check_name(table)
|
244 |
|
|
check_name(index)
|
245 |
1852
|
aaronmk
|
lookup = (table, index)
|
246 |
|
|
if lookup not in db.index_cols:
|
247 |
|
|
module = util.root_module(db.db)
|
248 |
|
|
if module == 'psycopg2':
|
249 |
|
|
db.index_cols[lookup] = list(values(run_query(db, '''\
|
250 |
853
|
aaronmk
|
SELECT attname
|
251 |
866
|
aaronmk
|
FROM
|
252 |
|
|
(
|
253 |
|
|
SELECT attnum, attname
|
254 |
|
|
FROM pg_index
|
255 |
|
|
JOIN pg_class index ON index.oid = indexrelid
|
256 |
|
|
JOIN pg_class table_ ON table_.oid = indrelid
|
257 |
|
|
JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
|
258 |
|
|
WHERE
|
259 |
|
|
table_.relname = %(table)s
|
260 |
|
|
AND index.relname = %(index)s
|
261 |
|
|
UNION
|
262 |
|
|
SELECT attnum, attname
|
263 |
|
|
FROM
|
264 |
|
|
(
|
265 |
|
|
SELECT
|
266 |
|
|
indrelid
|
267 |
|
|
, (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
|
268 |
|
|
AS indkey
|
269 |
|
|
FROM pg_index
|
270 |
|
|
JOIN pg_class index ON index.oid = indexrelid
|
271 |
|
|
JOIN pg_class table_ ON table_.oid = indrelid
|
272 |
|
|
WHERE
|
273 |
|
|
table_.relname = %(table)s
|
274 |
|
|
AND index.relname = %(index)s
|
275 |
|
|
) s
|
276 |
|
|
JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
|
277 |
|
|
) s
|
278 |
853
|
aaronmk
|
ORDER BY attnum
|
279 |
|
|
''',
|
280 |
1852
|
aaronmk
|
{'table': table, 'index': index})))
|
281 |
|
|
else: raise NotImplementedError("Can't list index columns for "+module+
|
282 |
|
|
' database')
|
283 |
|
|
return db.index_cols[lookup]
|
284 |
853
|
aaronmk
|
|
285 |
464
|
aaronmk
|
def constraint_cols(db, table, constraint):
|
286 |
|
|
check_name(table)
|
287 |
|
|
check_name(constraint)
|
288 |
1849
|
aaronmk
|
module = util.root_module(db.db)
|
289 |
464
|
aaronmk
|
if module == 'psycopg2':
|
290 |
|
|
return list(values(run_query(db, '''\
|
291 |
|
|
SELECT attname
|
292 |
|
|
FROM pg_constraint
|
293 |
|
|
JOIN pg_class ON pg_class.oid = conrelid
|
294 |
|
|
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
|
295 |
|
|
WHERE
|
296 |
|
|
relname = %(table)s
|
297 |
|
|
AND conname = %(constraint)s
|
298 |
|
|
ORDER BY attnum
|
299 |
|
|
''',
|
300 |
|
|
{'table': table, 'constraint': constraint})))
|
301 |
|
|
else: raise NotImplementedError("Can't list constraint columns for "+module+
|
302 |
|
|
' database')
|
303 |
|
|
|
304 |
832
|
aaronmk
|
def tables(db):
|
305 |
1849
|
aaronmk
|
module = util.root_module(db.db)
|
306 |
832
|
aaronmk
|
if module == 'psycopg2':
|
307 |
|
|
return values(run_query(db, "SELECT tablename from pg_tables "
|
308 |
|
|
"WHERE schemaname = 'public' ORDER BY tablename"))
|
309 |
|
|
elif module == 'MySQLdb': return values(run_query(db, 'SHOW TABLES'))
|
310 |
|
|
else: raise NotImplementedError("Can't list tables for "+module+' database')
|
311 |
830
|
aaronmk
|
|
312 |
833
|
aaronmk
|
##### Database management
|
313 |
|
|
|
314 |
|
|
def empty_db(db):
|
315 |
|
|
for table in tables(db): truncate(db, table)
|
316 |
|
|
|
317 |
832
|
aaronmk
|
##### Heuristic queries
|
318 |
|
|
|
319 |
1554
|
aaronmk
|
def try_insert(db, table, row, returning=None):
|
320 |
830
|
aaronmk
|
'''Recovers from errors'''
|
321 |
1554
|
aaronmk
|
try: return insert(db, table, row, returning, recover=True)
|
322 |
46
|
aaronmk
|
except Exception, e:
|
323 |
|
|
msg = str(e)
|
324 |
465
|
aaronmk
|
match = re.search(r'duplicate key value violates unique constraint '
|
325 |
|
|
r'"(([^\W_]+)_[^"]+)"', msg)
|
326 |
|
|
if match:
|
327 |
|
|
constraint, table = match.groups()
|
328 |
854
|
aaronmk
|
try: cols = index_cols(db, table, constraint)
|
329 |
465
|
aaronmk
|
except NotImplementedError: raise e
|
330 |
851
|
aaronmk
|
else: raise DuplicateKeyException(cols, e)
|
331 |
13
|
aaronmk
|
match = re.search(r'null value in column "(\w+)" violates not-null '
|
332 |
|
|
'constraint', msg)
|
333 |
470
|
aaronmk
|
if match: raise NullValueException([match.group(1)], e)
|
334 |
13
|
aaronmk
|
raise # no specific exception raised
|
335 |
11
|
aaronmk
|
|
336 |
471
|
aaronmk
|
def put(db, table, row, pkey, row_ct_ref=None):
|
337 |
1554
|
aaronmk
|
'''Recovers from errors.
|
338 |
|
|
Only works under PostgreSQL (uses `INSERT ... RETURNING`)'''
|
339 |
471
|
aaronmk
|
try:
|
340 |
1554
|
aaronmk
|
cur = try_insert(db, table, row, pkey)
|
341 |
|
|
if row_ct_ref != None and cur.rowcount >= 0:
|
342 |
|
|
row_ct_ref[0] += cur.rowcount
|
343 |
|
|
return value(cur)
|
344 |
471
|
aaronmk
|
except DuplicateKeyException, e:
|
345 |
1069
|
aaronmk
|
return value(select(db, table, [pkey],
|
346 |
|
|
util.dict_subset_right_join(row, e.cols), recover=True))
|
347 |
471
|
aaronmk
|
|
348 |
473
|
aaronmk
|
def get(db, table, row, pkey, row_ct_ref=None, create=False):
|
349 |
830
|
aaronmk
|
'''Recovers from errors'''
|
350 |
|
|
try: return value(select(db, table, [pkey], row, 1, recover=True))
|
351 |
14
|
aaronmk
|
except StopIteration:
|
352 |
40
|
aaronmk
|
if not create: raise
|
353 |
471
|
aaronmk
|
return put(db, table, row, pkey, row_ct_ref) # insert new row
|