1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423
|
# Copyright DataStax, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
Representation of Cassandra data types. These classes should make it simple for
the library (and caller software) to deal with Cassandra-style Java class type
names and CQL type specifiers, and convert between them cleanly. Parameterized
types are fully supported in both flavors. Once you have the right Type object
for the type you want, you can use it to serialize, deserialize, or retrieve
the corresponding CQL or Cassandra type strings.
"""
# NOTE:
# If/when the need arises for interpret types from CQL string literals in
# different ways (for https://issues.apache.org/jira/browse/CASSANDRA-3799,
# for example), these classes would be a good place to tack on
# .from_cql_literal() and .as_cql_literal() classmethods (or whatever).
from __future__ import absolute_import # to enable import io from stdlib
import ast
from binascii import unhexlify
import calendar
from collections import namedtuple
from decimal import Decimal
import io
from itertools import chain
import logging
import re
import socket
import time
import six
from six.moves import range
import struct
import sys
from uuid import UUID
from cassandra.marshal import (int8_pack, int8_unpack, int16_pack, int16_unpack,
uint16_pack, uint16_unpack, uint32_pack, uint32_unpack,
int32_pack, int32_unpack, int64_pack, int64_unpack,
float_pack, float_unpack, double_pack, double_unpack,
varint_pack, varint_unpack, point_be, point_le,
vints_pack, vints_unpack)
from cassandra import util
_little_endian_flag = 1 # we always serialize LE
if six.PY3:
import ipaddress
_ord = ord if six.PY2 else lambda x: x
apache_cassandra_type_prefix = 'org.apache.cassandra.db.marshal.'
cassandra_empty_type = 'org.apache.cassandra.db.marshal.EmptyType'
cql_empty_type = 'empty'
log = logging.getLogger(__name__)
if six.PY3:
_number_types = frozenset((int, float))
long = int
def _name_from_hex_string(encoded_name):
bin_str = unhexlify(encoded_name)
return bin_str.decode('ascii')
else:
_number_types = frozenset((int, long, float))
_name_from_hex_string = unhexlify
def trim_if_startswith(s, prefix):
if s.startswith(prefix):
return s[len(prefix):]
return s
_casstypes = {}
_cqltypes = {}
cql_type_scanner = re.Scanner((
('frozen', None),
(r'[a-zA-Z0-9_]+', lambda s, t: t),
(r'[\s,<>]', None),
))
def cql_types_from_string(cql_type):
return cql_type_scanner.scan(cql_type)[0]
class CassandraTypeType(type):
"""
The CassandraType objects in this module will normally be used directly,
rather than through instances of those types. They can be instantiated,
of course, but the type information is what this driver mainly needs.
This metaclass registers CassandraType classes in the global
by-cassandra-typename and by-cql-typename registries, unless their class
name starts with an underscore.
"""
def __new__(metacls, name, bases, dct):
dct.setdefault('cassname', name)
cls = type.__new__(metacls, name, bases, dct)
if not name.startswith('_'):
_casstypes[name] = cls
if not cls.typename.startswith(apache_cassandra_type_prefix):
_cqltypes[cls.typename] = cls
return cls
casstype_scanner = re.Scanner((
(r'[()]', lambda s, t: t),
(r'[a-zA-Z0-9_.:=>]+', lambda s, t: t),
(r'[\s,]', None),
))
def cqltype_to_python(cql_string):
"""
Given a cql type string, creates a list that can be manipulated in python
Example:
int -> ['int']
frozen<tuple<text, int>> -> ['frozen', ['tuple', ['text', 'int']]]
"""
scanner = re.Scanner((
(r'[a-zA-Z0-9_]+', lambda s, t: "'{}'".format(t)),
(r'<', lambda s, t: ', ['),
(r'>', lambda s, t: ']'),
(r'[, ]', lambda s, t: t),
(r'".*?"', lambda s, t: "'{}'".format(t)),
))
scanned_tokens = scanner.scan(cql_string)[0]
hierarchy = ast.literal_eval(''.join(scanned_tokens))
return [hierarchy] if isinstance(hierarchy, str) else list(hierarchy)
def python_to_cqltype(types):
"""
Opposite of the `cql_to_python` function. Given a python list, creates a cql type string from the representation
Example:
['int'] -> int
['frozen', ['tuple', ['text', 'int']]] -> frozen<tuple<text, int>>
"""
scanner = re.Scanner((
(r"'[a-zA-Z0-9_]+'", lambda s, t: t[1:-1]),
(r'^\[', lambda s, t: None),
(r'\]$', lambda s, t: None),
(r',\s*\[', lambda s, t: '<'),
(r'\]', lambda s, t: '>'),
(r'[, ]', lambda s, t: t),
(r'\'".*?"\'', lambda s, t: t[1:-1]),
))
scanned_tokens = scanner.scan(repr(types))[0]
cql = ''.join(scanned_tokens).replace('\\\\', '\\')
return cql
def _strip_frozen_from_python(types):
"""
Given a python list representing a cql type, removes 'frozen'
Example:
['frozen', ['tuple', ['text', 'int']]] -> ['tuple', ['text', 'int']]
"""
while 'frozen' in types:
index = types.index('frozen')
types = types[:index] + types[index + 1] + types[index + 2:]
new_types = [_strip_frozen_from_python(item) if isinstance(item, list) else item for item in types]
return new_types
def strip_frozen(cql):
"""
Given a cql type string, and removes frozen
Example:
frozen<tuple<int>> -> tuple<int>
"""
types = cqltype_to_python(cql)
types_without_frozen = _strip_frozen_from_python(types)
cql = python_to_cqltype(types_without_frozen)
return cql
def lookup_casstype_simple(casstype):
"""
Given a Cassandra type name (either fully distinguished or not), hand
back the CassandraType class responsible for it. If a name is not
recognized, a custom _UnrecognizedType subclass will be created for it.
This function does not handle complex types (so no type parameters--
nothing with parentheses). Use lookup_casstype() instead if you might need
that.
"""
shortname = trim_if_startswith(casstype, apache_cassandra_type_prefix)
try:
typeclass = _casstypes[shortname]
except KeyError:
typeclass = mkUnrecognizedType(casstype)
return typeclass
def parse_casstype_args(typestring):
tokens, remainder = casstype_scanner.scan(typestring)
if remainder:
raise ValueError("weird characters %r at end" % remainder)
# use a stack of (types, names) lists
args = [([], [])]
for tok in tokens:
if tok == '(':
args.append(([], []))
elif tok == ')':
types, names = args.pop()
prev_types, prev_names = args[-1]
prev_types[-1] = prev_types[-1].apply_parameters(types, names)
else:
types, names = args[-1]
parts = re.split(':|=>', tok)
tok = parts.pop()
if parts:
names.append(parts[0])
else:
names.append(None)
ctype = lookup_casstype_simple(tok)
types.append(ctype)
# return the first (outer) type, which will have all parameters applied
return args[0][0][0]
def lookup_casstype(casstype):
"""
Given a Cassandra type as a string (possibly including parameters), hand
back the CassandraType class responsible for it. If a name is not
recognized, a custom _UnrecognizedType subclass will be created for it.
Example:
>>> lookup_casstype('org.apache.cassandra.db.marshal.MapType(org.apache.cassandra.db.marshal.UTF8Type,org.apache.cassandra.db.marshal.Int32Type)')
<class 'cassandra.cqltypes.MapType(UTF8Type, Int32Type)'>
"""
if isinstance(casstype, (CassandraType, CassandraTypeType)):
return casstype
try:
return parse_casstype_args(casstype)
except (ValueError, AssertionError, IndexError) as e:
raise ValueError("Don't know how to parse type string %r: %s" % (casstype, e))
def is_reversed_casstype(data_type):
return issubclass(data_type, ReversedType)
class EmptyValue(object):
""" See _CassandraType.support_empty_values """
def __str__(self):
return "EMPTY"
__repr__ = __str__
EMPTY = EmptyValue()
@six.add_metaclass(CassandraTypeType)
class _CassandraType(object):
subtypes = ()
num_subtypes = 0
empty_binary_ok = False
support_empty_values = False
"""
Back in the Thrift days, empty strings were used for "null" values of
all types, including non-string types. For most users, an empty
string value in an int column is the same as being null/not present,
so the driver normally returns None in this case. (For string-like
types, it *will* return an empty string by default instead of None.)
To avoid this behavior, set this to :const:`True`. Instead of returning
None for empty string values, the EMPTY singleton (an instance
of EmptyValue) will be returned.
"""
def __repr__(self):
return '<%s( %r )>' % (self.cql_parameterized_type(), self.val)
@classmethod
def from_binary(cls, byts, protocol_version):
"""
Deserialize a bytestring into a value. See the deserialize() method
for more information. This method differs in that if None or the empty
string is passed in, None may be returned.
"""
if byts is None:
return None
elif len(byts) == 0 and not cls.empty_binary_ok:
return EMPTY if cls.support_empty_values else None
return cls.deserialize(byts, protocol_version)
@classmethod
def to_binary(cls, val, protocol_version):
"""
Serialize a value into a bytestring. See the serialize() method for
more information. This method differs in that if None is passed in,
the result is the empty string.
"""
return b'' if val is None else cls.serialize(val, protocol_version)
@staticmethod
def deserialize(byts, protocol_version):
"""
Given a bytestring, deserialize into a value according to the protocol
for this type. Note that this does not create a new instance of this
class; it merely gives back a value that would be appropriate to go
inside an instance of this class.
"""
return byts
@staticmethod
def serialize(val, protocol_version):
"""
Given a value appropriate for this class, serialize it according to the
protocol for this type and return the corresponding bytestring.
"""
return val
@classmethod
def cass_parameterized_type_with(cls, subtypes, full=False):
"""
Return the name of this type as it would be expressed by Cassandra,
optionally fully qualified. If subtypes is not None, it is expected
to be a list of other CassandraType subclasses, and the output
string includes the Cassandra names for those subclasses as well,
as parameters to this one.
Example:
>>> LongType.cass_parameterized_type_with(())
'LongType'
>>> LongType.cass_parameterized_type_with((), full=True)
'org.apache.cassandra.db.marshal.LongType'
>>> SetType.cass_parameterized_type_with([DecimalType], full=True)
'org.apache.cassandra.db.marshal.SetType(org.apache.cassandra.db.marshal.DecimalType)'
"""
cname = cls.cassname
if full and '.' not in cname:
cname = apache_cassandra_type_prefix + cname
if not subtypes:
return cname
sublist = ', '.join(styp.cass_parameterized_type(full=full) for styp in subtypes)
return '%s(%s)' % (cname, sublist)
@classmethod
def apply_parameters(cls, subtypes, names=None):
"""
Given a set of other CassandraTypes, create a new subtype of this type
using them as parameters. This is how composite types are constructed.
>>> MapType.apply_parameters([DateType, BooleanType])
<class 'cassandra.cqltypes.MapType(DateType, BooleanType)'>
`subtypes` will be a sequence of CassandraTypes. If provided, `names`
will be an equally long sequence of column names or Nones.
"""
if cls.num_subtypes != 'UNKNOWN' and len(subtypes) != cls.num_subtypes:
raise ValueError("%s types require %d subtypes (%d given)"
% (cls.typename, cls.num_subtypes, len(subtypes)))
newname = cls.cass_parameterized_type_with(subtypes)
if six.PY2 and isinstance(newname, unicode):
newname = newname.encode('utf-8')
return type(newname, (cls,), {'subtypes': subtypes, 'cassname': cls.cassname, 'fieldnames': names})
@classmethod
def cql_parameterized_type(cls):
"""
Return a CQL type specifier for this type. If this type has parameters,
they are included in standard CQL <> notation.
"""
if not cls.subtypes:
return cls.typename
return '%s<%s>' % (cls.typename, ', '.join(styp.cql_parameterized_type() for styp in cls.subtypes))
@classmethod
def cass_parameterized_type(cls, full=False):
"""
Return a Cassandra type specifier for this type. If this type has
parameters, they are included in the standard () notation.
"""
return cls.cass_parameterized_type_with(cls.subtypes, full=full)
# it's initially named with a _ to avoid registering it as a real type, but
# client programs may want to use the name still for isinstance(), etc
CassandraType = _CassandraType
class _UnrecognizedType(_CassandraType):
num_subtypes = 'UNKNOWN'
if six.PY3:
def mkUnrecognizedType(casstypename):
return CassandraTypeType(casstypename,
(_UnrecognizedType,),
{'typename': "'%s'" % casstypename})
else:
def mkUnrecognizedType(casstypename): # noqa
return CassandraTypeType(casstypename.encode('utf8'),
(_UnrecognizedType,),
{'typename': "'%s'" % casstypename})
class BytesType(_CassandraType):
typename = 'blob'
empty_binary_ok = True
@staticmethod
def serialize(val, protocol_version):
return six.binary_type(val)
class DecimalType(_CassandraType):
typename = 'decimal'
@staticmethod
def deserialize(byts, protocol_version):
scale = int32_unpack(byts[:4])
unscaled = varint_unpack(byts[4:])
return Decimal('%de%d' % (unscaled, -scale))
@staticmethod
def serialize(dec, protocol_version):
try:
sign, digits, exponent = dec.as_tuple()
except AttributeError:
try:
sign, digits, exponent = Decimal(dec).as_tuple()
except Exception:
raise TypeError("Invalid type for Decimal value: %r", dec)
unscaled = int(''.join([str(digit) for digit in digits]))
if sign:
unscaled *= -1
scale = int32_pack(-exponent)
unscaled = varint_pack(unscaled)
return scale + unscaled
class UUIDType(_CassandraType):
typename = 'uuid'
@staticmethod
def deserialize(byts, protocol_version):
return UUID(bytes=byts)
@staticmethod
def serialize(uuid, protocol_version):
try:
return uuid.bytes
except AttributeError:
raise TypeError("Got a non-UUID object for a UUID value")
class BooleanType(_CassandraType):
typename = 'boolean'
@staticmethod
def deserialize(byts, protocol_version):
return bool(int8_unpack(byts))
@staticmethod
def serialize(truth, protocol_version):
return int8_pack(truth)
class ByteType(_CassandraType):
typename = 'tinyint'
@staticmethod
def deserialize(byts, protocol_version):
return int8_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return int8_pack(byts)
if six.PY2:
class AsciiType(_CassandraType):
typename = 'ascii'
empty_binary_ok = True
else:
class AsciiType(_CassandraType):
typename = 'ascii'
empty_binary_ok = True
@staticmethod
def deserialize(byts, protocol_version):
return byts.decode('ascii')
@staticmethod
def serialize(var, protocol_version):
try:
return var.encode('ascii')
except UnicodeDecodeError:
return var
class FloatType(_CassandraType):
typename = 'float'
@staticmethod
def deserialize(byts, protocol_version):
return float_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return float_pack(byts)
class DoubleType(_CassandraType):
typename = 'double'
@staticmethod
def deserialize(byts, protocol_version):
return double_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return double_pack(byts)
class LongType(_CassandraType):
typename = 'bigint'
@staticmethod
def deserialize(byts, protocol_version):
return int64_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return int64_pack(byts)
class Int32Type(_CassandraType):
typename = 'int'
@staticmethod
def deserialize(byts, protocol_version):
return int32_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return int32_pack(byts)
class IntegerType(_CassandraType):
typename = 'varint'
@staticmethod
def deserialize(byts, protocol_version):
return varint_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return varint_pack(byts)
class InetAddressType(_CassandraType):
typename = 'inet'
@staticmethod
def deserialize(byts, protocol_version):
if len(byts) == 16:
return util.inet_ntop(socket.AF_INET6, byts)
else:
# util.inet_pton could also handle, but this is faster
# since we've already determined the AF
return socket.inet_ntoa(byts)
@staticmethod
def serialize(addr, protocol_version):
try:
if ':' in addr:
return util.inet_pton(socket.AF_INET6, addr)
else:
# util.inet_pton could also handle, but this is faster
# since we've already determined the AF
return socket.inet_aton(addr)
except:
if six.PY3 and isinstance(addr, (ipaddress.IPv4Address, ipaddress.IPv6Address)):
return addr.packed
raise ValueError("can't interpret %r as an inet address" % (addr,))
class CounterColumnType(LongType):
typename = 'counter'
cql_timestamp_formats = (
'%Y-%m-%d %H:%M',
'%Y-%m-%d %H:%M:%S',
'%Y-%m-%dT%H:%M',
'%Y-%m-%dT%H:%M:%S',
'%Y-%m-%d'
)
_have_warned_about_timestamps = False
class DateType(_CassandraType):
typename = 'timestamp'
@staticmethod
def interpret_datestring(val):
if val[-5] in ('+', '-'):
offset = (int(val[-4:-2]) * 3600 + int(val[-2:]) * 60) * int(val[-5] + '1')
val = val[:-5]
else:
offset = -time.timezone
for tformat in cql_timestamp_formats:
try:
tval = time.strptime(val, tformat)
except ValueError:
continue
# scale seconds to millis for the raw value
return (calendar.timegm(tval) + offset) * 1e3
else:
raise ValueError("can't interpret %r as a date" % (val,))
@staticmethod
def deserialize(byts, protocol_version):
timestamp = int64_unpack(byts) / 1000.0
return util.datetime_from_timestamp(timestamp)
@staticmethod
def serialize(v, protocol_version):
try:
# v is datetime
timestamp_seconds = calendar.timegm(v.utctimetuple())
timestamp = timestamp_seconds * 1e3 + getattr(v, 'microsecond', 0) / 1e3
except AttributeError:
try:
timestamp = calendar.timegm(v.timetuple()) * 1e3
except AttributeError:
# Ints and floats are valid timestamps too
if type(v) not in _number_types:
raise TypeError('DateType arguments must be a datetime, date, or timestamp')
timestamp = v
return int64_pack(long(timestamp))
class TimestampType(DateType):
pass
class TimeUUIDType(DateType):
typename = 'timeuuid'
def my_timestamp(self):
return util.unix_time_from_uuid1(self.val)
@staticmethod
def deserialize(byts, protocol_version):
return UUID(bytes=byts)
@staticmethod
def serialize(timeuuid, protocol_version):
try:
return timeuuid.bytes
except AttributeError:
raise TypeError("Got a non-UUID object for a UUID value")
class SimpleDateType(_CassandraType):
typename = 'date'
date_format = "%Y-%m-%d"
# Values of the 'date'` type are encoded as 32-bit unsigned integers
# representing a number of days with epoch (January 1st, 1970) at the center of the
# range (2^31).
EPOCH_OFFSET_DAYS = 2 ** 31
@staticmethod
def deserialize(byts, protocol_version):
days = uint32_unpack(byts) - SimpleDateType.EPOCH_OFFSET_DAYS
return util.Date(days)
@staticmethod
def serialize(val, protocol_version):
try:
days = val.days_from_epoch
except AttributeError:
if isinstance(val, six.integer_types):
# the DB wants offset int values, but util.Date init takes days from epoch
# here we assume int values are offset, as they would appear in CQL
# short circuit to avoid subtracting just to add offset
return uint32_pack(val)
days = util.Date(val).days_from_epoch
return uint32_pack(days + SimpleDateType.EPOCH_OFFSET_DAYS)
class ShortType(_CassandraType):
typename = 'smallint'
@staticmethod
def deserialize(byts, protocol_version):
return int16_unpack(byts)
@staticmethod
def serialize(byts, protocol_version):
return int16_pack(byts)
class TimeType(_CassandraType):
typename = 'time'
@staticmethod
def deserialize(byts, protocol_version):
return util.Time(int64_unpack(byts))
@staticmethod
def serialize(val, protocol_version):
try:
nano = val.nanosecond_time
except AttributeError:
nano = util.Time(val).nanosecond_time
return int64_pack(nano)
class DurationType(_CassandraType):
typename = 'duration'
@staticmethod
def deserialize(byts, protocol_version):
months, days, nanoseconds = vints_unpack(byts)
return util.Duration(months, days, nanoseconds)
@staticmethod
def serialize(duration, protocol_version):
try:
m, d, n = duration.months, duration.days, duration.nanoseconds
except AttributeError:
raise TypeError('DurationType arguments must be a Duration.')
return vints_pack([m, d, n])
class UTF8Type(_CassandraType):
typename = 'text'
empty_binary_ok = True
@staticmethod
def deserialize(byts, protocol_version):
return byts.decode('utf8')
@staticmethod
def serialize(ustr, protocol_version):
try:
return ustr.encode('utf-8')
except UnicodeDecodeError:
# already utf-8
return ustr
class VarcharType(UTF8Type):
typename = 'varchar'
class _ParameterizedType(_CassandraType):
num_subtypes = 'UNKNOWN'
@classmethod
def deserialize(cls, byts, protocol_version):
if not cls.subtypes:
raise NotImplementedError("can't deserialize unparameterized %s"
% cls.typename)
return cls.deserialize_safe(byts, protocol_version)
@classmethod
def serialize(cls, val, protocol_version):
if not cls.subtypes:
raise NotImplementedError("can't serialize unparameterized %s"
% cls.typename)
return cls.serialize_safe(val, protocol_version)
class _SimpleParameterizedType(_ParameterizedType):
@classmethod
def deserialize_safe(cls, byts, protocol_version):
subtype, = cls.subtypes
if protocol_version >= 3:
unpack = int32_unpack
length = 4
else:
unpack = uint16_unpack
length = 2
numelements = unpack(byts[:length])
p = length
result = []
inner_proto = max(3, protocol_version)
for _ in range(numelements):
itemlen = unpack(byts[p:p + length])
p += length
if itemlen < 0:
result.append(None)
else:
item = byts[p:p + itemlen]
p += itemlen
result.append(subtype.from_binary(item, inner_proto))
return cls.adapter(result)
@classmethod
def serialize_safe(cls, items, protocol_version):
if isinstance(items, six.string_types):
raise TypeError("Received a string for a type that expects a sequence")
subtype, = cls.subtypes
pack = int32_pack if protocol_version >= 3 else uint16_pack
buf = io.BytesIO()
buf.write(pack(len(items)))
inner_proto = max(3, protocol_version)
for item in items:
itembytes = subtype.to_binary(item, inner_proto)
buf.write(pack(len(itembytes)))
buf.write(itembytes)
return buf.getvalue()
class ListType(_SimpleParameterizedType):
typename = 'list'
num_subtypes = 1
adapter = list
class SetType(_SimpleParameterizedType):
typename = 'set'
num_subtypes = 1
adapter = util.sortedset
class MapType(_ParameterizedType):
typename = 'map'
num_subtypes = 2
@classmethod
def deserialize_safe(cls, byts, protocol_version):
key_type, value_type = cls.subtypes
if protocol_version >= 3:
unpack = int32_unpack
length = 4
else:
unpack = uint16_unpack
length = 2
numelements = unpack(byts[:length])
p = length
themap = util.OrderedMapSerializedKey(key_type, protocol_version)
inner_proto = max(3, protocol_version)
for _ in range(numelements):
key_len = unpack(byts[p:p + length])
p += length
if key_len < 0:
keybytes = None
key = None
else:
keybytes = byts[p:p + key_len]
p += key_len
key = key_type.from_binary(keybytes, inner_proto)
val_len = unpack(byts[p:p + length])
p += length
if val_len < 0:
val = None
else:
valbytes = byts[p:p + val_len]
p += val_len
val = value_type.from_binary(valbytes, inner_proto)
themap._insert_unchecked(key, keybytes, val)
return themap
@classmethod
def serialize_safe(cls, themap, protocol_version):
key_type, value_type = cls.subtypes
pack = int32_pack if protocol_version >= 3 else uint16_pack
buf = io.BytesIO()
buf.write(pack(len(themap)))
try:
items = six.iteritems(themap)
except AttributeError:
raise TypeError("Got a non-map object for a map value")
inner_proto = max(3, protocol_version)
for key, val in items:
keybytes = key_type.to_binary(key, inner_proto)
valbytes = value_type.to_binary(val, inner_proto)
buf.write(pack(len(keybytes)))
buf.write(keybytes)
buf.write(pack(len(valbytes)))
buf.write(valbytes)
return buf.getvalue()
class TupleType(_ParameterizedType):
typename = 'tuple'
@classmethod
def deserialize_safe(cls, byts, protocol_version):
proto_version = max(3, protocol_version)
p = 0
values = []
for col_type in cls.subtypes:
if p == len(byts):
break
itemlen = int32_unpack(byts[p:p + 4])
p += 4
if itemlen >= 0:
item = byts[p:p + itemlen]
p += itemlen
else:
item = None
# collections inside UDTs are always encoded with at least the
# version 3 format
values.append(col_type.from_binary(item, proto_version))
if len(values) < len(cls.subtypes):
nones = [None] * (len(cls.subtypes) - len(values))
values = values + nones
return tuple(values)
@classmethod
def serialize_safe(cls, val, protocol_version):
if len(val) > len(cls.subtypes):
raise ValueError("Expected %d items in a tuple, but got %d: %s" %
(len(cls.subtypes), len(val), val))
proto_version = max(3, protocol_version)
buf = io.BytesIO()
for item, subtype in zip(val, cls.subtypes):
if item is not None:
packed_item = subtype.to_binary(item, proto_version)
buf.write(int32_pack(len(packed_item)))
buf.write(packed_item)
else:
buf.write(int32_pack(-1))
return buf.getvalue()
@classmethod
def cql_parameterized_type(cls):
subtypes_string = ', '.join(sub.cql_parameterized_type() for sub in cls.subtypes)
return 'frozen<tuple<%s>>' % (subtypes_string,)
class UserType(TupleType):
typename = "org.apache.cassandra.db.marshal.UserType"
_cache = {}
_module = sys.modules[__name__]
@classmethod
def make_udt_class(cls, keyspace, udt_name, field_names, field_types):
assert len(field_names) == len(field_types)
if six.PY2 and isinstance(udt_name, unicode):
udt_name = udt_name.encode('utf-8')
instance = cls._cache.get((keyspace, udt_name))
if not instance or instance.fieldnames != field_names or instance.subtypes != field_types:
instance = type(udt_name, (cls,), {'subtypes': field_types,
'cassname': cls.cassname,
'typename': udt_name,
'fieldnames': field_names,
'keyspace': keyspace,
'mapped_class': None,
'tuple_type': cls._make_registered_udt_namedtuple(keyspace, udt_name, field_names)})
cls._cache[(keyspace, udt_name)] = instance
return instance
@classmethod
def evict_udt_class(cls, keyspace, udt_name):
if six.PY2 and isinstance(udt_name, unicode):
udt_name = udt_name.encode('utf-8')
try:
del cls._cache[(keyspace, udt_name)]
except KeyError:
pass
@classmethod
def apply_parameters(cls, subtypes, names):
keyspace = subtypes[0].cass_parameterized_type() # when parsed from cassandra type, the keyspace is created as an unrecognized cass type; This gets the name back
udt_name = _name_from_hex_string(subtypes[1].cassname)
field_names = tuple(_name_from_hex_string(encoded_name) for encoded_name in names[2:]) # using tuple here to match what comes into make_udt_class from other sources (for caching equality test)
return cls.make_udt_class(keyspace, udt_name, field_names, tuple(subtypes[2:]))
@classmethod
def cql_parameterized_type(cls):
return "frozen<%s>" % (cls.typename,)
@classmethod
def deserialize_safe(cls, byts, protocol_version):
values = super(UserType, cls).deserialize_safe(byts, protocol_version)
if cls.mapped_class:
return cls.mapped_class(**dict(zip(cls.fieldnames, values)))
elif cls.tuple_type:
return cls.tuple_type(*values)
else:
return tuple(values)
@classmethod
def serialize_safe(cls, val, protocol_version):
proto_version = max(3, protocol_version)
buf = io.BytesIO()
for i, (fieldname, subtype) in enumerate(zip(cls.fieldnames, cls.subtypes)):
# first treat as a tuple, else by custom type
try:
item = val[i]
except TypeError:
item = getattr(val, fieldname)
if item is not None:
packed_item = subtype.to_binary(item, proto_version)
buf.write(int32_pack(len(packed_item)))
buf.write(packed_item)
else:
buf.write(int32_pack(-1))
return buf.getvalue()
@classmethod
def _make_registered_udt_namedtuple(cls, keyspace, name, field_names):
# this is required to make the type resolvable via this module...
# required when unregistered udts are pickled for use as keys in
# util.OrderedMap
t = cls._make_udt_tuple_type(name, field_names)
if t:
qualified_name = "%s_%s" % (keyspace, name)
setattr(cls._module, qualified_name, t)
return t
@classmethod
def _make_udt_tuple_type(cls, name, field_names):
# fallback to positional named, then unnamed tuples
# for CQL identifiers that aren't valid in Python,
try:
t = namedtuple(name, field_names)
except ValueError:
try:
t = namedtuple(name, util._positional_rename_invalid_identifiers(field_names))
log.warning("could not create a namedtuple for '%s' because one or more "
"field names are not valid Python identifiers (%s); "
"returning positionally-named fields" % (name, field_names))
except ValueError:
t = None
log.warning("could not create a namedtuple for '%s' because the name is "
"not a valid Python identifier; will return tuples in "
"its place" % (name,))
return t
class CompositeType(_ParameterizedType):
typename = "org.apache.cassandra.db.marshal.CompositeType"
@classmethod
def cql_parameterized_type(cls):
"""
There is no CQL notation for Composites, so we override this.
"""
typestring = cls.cass_parameterized_type(full=True)
return "'%s'" % (typestring,)
@classmethod
def deserialize_safe(cls, byts, protocol_version):
result = []
for subtype in cls.subtypes:
if not byts:
# CompositeType can have missing elements at the end
break
element_length = uint16_unpack(byts[:2])
element = byts[2:2 + element_length]
# skip element length, element, and the EOC (one byte)
byts = byts[2 + element_length + 1:]
result.append(subtype.from_binary(element, protocol_version))
return tuple(result)
class DynamicCompositeType(_ParameterizedType):
typename = "org.apache.cassandra.db.marshal.DynamicCompositeType"
@classmethod
def cql_parameterized_type(cls):
sublist = ', '.join('%s=>%s' % (alias, typ.cass_parameterized_type(full=True)) for alias, typ in zip(cls.fieldnames, cls.subtypes))
return "'%s(%s)'" % (cls.typename, sublist)
class ColumnToCollectionType(_ParameterizedType):
"""
This class only really exists so that we can cleanly evaluate types when
Cassandra includes this. We don't actually need or want the extra
information.
"""
typename = "org.apache.cassandra.db.marshal.ColumnToCollectionType"
class ReversedType(_ParameterizedType):
typename = "org.apache.cassandra.db.marshal.ReversedType"
num_subtypes = 1
@classmethod
def deserialize_safe(cls, byts, protocol_version):
subtype, = cls.subtypes
return subtype.from_binary(byts, protocol_version)
@classmethod
def serialize_safe(cls, val, protocol_version):
subtype, = cls.subtypes
return subtype.to_binary(val, protocol_version)
class FrozenType(_ParameterizedType):
typename = "frozen"
num_subtypes = 1
@classmethod
def deserialize_safe(cls, byts, protocol_version):
subtype, = cls.subtypes
return subtype.from_binary(byts, protocol_version)
@classmethod
def serialize_safe(cls, val, protocol_version):
subtype, = cls.subtypes
return subtype.to_binary(val, protocol_version)
def is_counter_type(t):
if isinstance(t, six.string_types):
t = lookup_casstype(t)
return issubclass(t, CounterColumnType)
def cql_typename(casstypename):
"""
Translate a Cassandra-style type specifier (optionally-fully-distinguished
Java class names for data types, along with optional parameters) into a
CQL-style type specifier.
>>> cql_typename('DateType')
'timestamp'
>>> cql_typename('org.apache.cassandra.db.marshal.ListType(IntegerType)')
'list<varint>'
"""
return lookup_casstype(casstypename).cql_parameterized_type()
class WKBGeometryType(object):
POINT = 1
LINESTRING = 2
POLYGON = 3
class PointType(CassandraType):
typename = 'PointType'
_type = struct.pack('<BI', _little_endian_flag, WKBGeometryType.POINT)
@staticmethod
def serialize(val, protocol_version):
return PointType._type + point_le.pack(val.x, val.y)
@staticmethod
def deserialize(byts, protocol_version):
is_little_endian = bool(_ord(byts[0]))
point = point_le if is_little_endian else point_be
return util.Point(*point.unpack_from(byts, 5)) # ofs = endian byte + int type
class LineStringType(CassandraType):
typename = 'LineStringType'
_type = struct.pack('<BI', _little_endian_flag, WKBGeometryType.LINESTRING)
@staticmethod
def serialize(val, protocol_version):
num_points = len(val.coords)
return LineStringType._type + struct.pack('<I' + 'dd' * num_points, num_points, *(d for coords in val.coords for d in coords))
@staticmethod
def deserialize(byts, protocol_version):
is_little_endian = bool(_ord(byts[0]))
point = point_le if is_little_endian else point_be
coords = ((point.unpack_from(byts, offset) for offset in range(1 + 4 + 4, len(byts), point.size))) # start = endian + int type + int count
return util.LineString(coords)
class PolygonType(CassandraType):
typename = 'PolygonType'
_type = struct.pack('<BI', _little_endian_flag, WKBGeometryType.POLYGON)
_ring_count = struct.Struct('<I').pack
@staticmethod
def serialize(val, protocol_version):
buf = io.BytesIO(PolygonType._type)
buf.seek(0, 2)
if val.exterior.coords:
num_rings = 1 + len(val.interiors)
buf.write(PolygonType._ring_count(num_rings))
for ring in chain((val.exterior,), val.interiors):
num_points = len(ring.coords)
buf.write(struct.pack('<I' + 'dd' * num_points, num_points, *(d for coord in ring.coords for d in coord)))
else:
buf.write(PolygonType._ring_count(0))
return buf.getvalue()
@staticmethod
def deserialize(byts, protocol_version):
is_little_endian = bool(_ord(byts[0]))
if is_little_endian:
int_fmt = '<i'
point = point_le
else:
int_fmt = '>i'
point = point_be
p = 5
ring_count = struct.unpack_from(int_fmt, byts, p)[0]
p += 4
rings = []
for _ in range(ring_count):
point_count = struct.unpack_from(int_fmt, byts, p)[0]
p += 4
end = p + point_count * point.size
rings.append([point.unpack_from(byts, offset) for offset in range(p, end, point.size)])
p = end
return util.Polygon(exterior=rings[0], interiors=rings[1:]) if rings else util.Polygon()
class BoundKind(object):
"""
"Enum" representing the 6 possible DateRangeTypes
"""
SINGLE_DATE = 'SINGLE_DATE'
CLOSED_RANGE = 'CLOSED_RANGE'
OPEN_RANGE_HIGH = 'OPEN_RANGE_HIGH'
OPEN_RANGE_LOW = 'OPEN_RANGE_LOW'
BOTH_OPEN_RANGE = 'BOTH_OPEN_RANGE'
SINGLE_DATE_OPEN = 'SINGLE_DATE_OPEN'
VALID_RANGE_BOUNDS = (SINGLE_DATE, CLOSED_RANGE, OPEN_RANGE_HIGH,
OPEN_RANGE_LOW, BOTH_OPEN_RANGE,
SINGLE_DATE_OPEN)
_bound_str_to_int_map = {
'SINGLE_DATE': 0,
'CLOSED_RANGE': 1,
'OPEN_RANGE_HIGH': 2,
'OPEN_RANGE_LOW': 3,
'BOTH_OPEN_RANGE': 4,
'SINGLE_DATE_OPEN': 5,
}
_bound_int_to_str_map = {i: s for i, s in
six.iteritems(_bound_str_to_int_map)}
@classmethod
def to_int(cls, bound_str):
"""
Encode a string as an int for serialization.
"""
return cls._bound_str_to_int_map[bound_str.upper()]
@classmethod
def to_str(cls, bound_int):
"""
Decode an int to a string for deserialization.
"""
return cls._bound_int_to_str_map[bound_int.upper()]
class DateRangeType(CassandraType):
typename = 'daterange'
_precision_str_to_int_map = {
'YEAR': 0,
'MONTH': 1,
'DAY': 2,
'HOUR': 3,
'MINUTE': 4,
'SECOND': 5,
'MILLISECOND': 6
}
_precision_int_to_str_map = {s: i for i, s in
six.iteritems(_precision_str_to_int_map)}
@classmethod
def _encode_precision(cls, precision_str):
normalized_str = precision_str.upper()
if normalized_str not in cls._precision_str_to_int_map:
raise ValueError(
'%s is not a valid DateRange precision string. Valid values: %s' %
(repr(precision_str), ', '.join(list(cls._precision_str_to_int_map)))
)
return cls._precision_str_to_int_map[normalized_str]
@classmethod
def _decode_precision(cls, precision_int):
if precision_int not in cls._precision_int_to_str_map:
raise ValueError(
'%s not a valid DateRange precision int. Valid values: %s' %
(precision_int, ', '.join([str(i) for i in cls._precision_int_to_str_map]))
)
return cls._precision_int_to_str_map[precision_int]
@classmethod
def deserialize(cls, byts, protocol_version):
# <type>[<time0><precision0>[<time1><precision1>]]
type_ = int8_unpack(byts[0:1])
if type_ in (BoundKind.to_int(BoundKind.BOTH_OPEN_RANGE),
BoundKind.to_int(BoundKind.SINGLE_DATE_OPEN)):
time0 = precision0 = None
else:
time0 = int64_unpack(byts[1:9])
precision0 = int8_unpack(byts[9:10])
if type_ == BoundKind.to_int(BoundKind.CLOSED_RANGE):
time1 = int64_unpack(byts[10:18])
precision1 = int8_unpack(byts[18:19])
else:
time1 = precision1 = None
if time0 is not None:
date_range_bound0 = util.DateRangeBound(
time0,
cls._decode_precision(precision0)
)
if time1 is not None:
date_range_bound1 = util.DateRangeBound(
time1,
cls._decode_precision(precision1)
)
if type_ == BoundKind.to_int(BoundKind.SINGLE_DATE):
return util.DateRange(value=date_range_bound0)
if type_ == BoundKind.to_int(BoundKind.CLOSED_RANGE):
return util.DateRange(lower_bound=date_range_bound0,
upper_bound=date_range_bound1)
if type_ == BoundKind.to_int(BoundKind.OPEN_RANGE_HIGH):
return util.DateRange(lower_bound=date_range_bound0,
upper_bound=util.OPEN_BOUND)
if type_ == BoundKind.to_int(BoundKind.OPEN_RANGE_LOW):
return util.DateRange(lower_bound=util.OPEN_BOUND,
upper_bound=date_range_bound0)
if type_ == BoundKind.to_int(BoundKind.BOTH_OPEN_RANGE):
return util.DateRange(lower_bound=util.OPEN_BOUND,
upper_bound=util.OPEN_BOUND)
if type_ == BoundKind.to_int(BoundKind.SINGLE_DATE_OPEN):
return util.DateRange(value=util.OPEN_BOUND)
raise ValueError('Could not deserialize %r' % (byts,))
@classmethod
def serialize(cls, v, protocol_version):
buf = io.BytesIO()
bound_kind, bounds = None, ()
try:
value = v.value
except AttributeError:
raise ValueError(
'%s.serialize expects an object with a value attribute; got'
'%r' % (cls.__name__, v)
)
if value is None:
try:
lower_bound, upper_bound = v.lower_bound, v.upper_bound
except AttributeError:
raise ValueError(
'%s.serialize expects an object with lower_bound and '
'upper_bound attributes; got %r' % (cls.__name__, v)
)
if lower_bound == util.OPEN_BOUND and upper_bound == util.OPEN_BOUND:
bound_kind = BoundKind.BOTH_OPEN_RANGE
elif lower_bound == util.OPEN_BOUND:
bound_kind = BoundKind.OPEN_RANGE_LOW
bounds = (upper_bound,)
elif upper_bound == util.OPEN_BOUND:
bound_kind = BoundKind.OPEN_RANGE_HIGH
bounds = (lower_bound,)
else:
bound_kind = BoundKind.CLOSED_RANGE
bounds = lower_bound, upper_bound
else: # value is not None
if value == util.OPEN_BOUND:
bound_kind = BoundKind.SINGLE_DATE_OPEN
else:
bound_kind = BoundKind.SINGLE_DATE
bounds = (value,)
if bound_kind is None:
raise ValueError(
'Cannot serialize %r; could not find bound kind' % (v,)
)
buf.write(int8_pack(BoundKind.to_int(bound_kind)))
for bound in bounds:
buf.write(int64_pack(bound.milliseconds))
buf.write(int8_pack(cls._encode_precision(bound.precision)))
return buf.getvalue()
|