sqlglot.tokens
1from __future__ import annotations 2 3import os 4import typing as t 5from enum import auto 6 7from sqlglot.errors import SqlglotError, TokenError 8from sqlglot.helper import AutoName 9from sqlglot.trie import TrieResult, in_trie, new_trie 10 11if t.TYPE_CHECKING: 12 from sqlglot.dialects.dialect import DialectType 13 14 15try: 16 from sqlglotrs import ( # type: ignore 17 Tokenizer as RsTokenizer, 18 TokenizerDialectSettings as RsTokenizerDialectSettings, 19 TokenizerSettings as RsTokenizerSettings, 20 TokenTypeSettings as RsTokenTypeSettings, 21 ) 22 23 USE_RS_TOKENIZER = os.environ.get("SQLGLOTRS_TOKENIZER", "1") == "1" 24except ImportError: 25 USE_RS_TOKENIZER = False 26 27 28class TokenType(AutoName): 29 L_PAREN = auto() 30 R_PAREN = auto() 31 L_BRACKET = auto() 32 R_BRACKET = auto() 33 L_BRACE = auto() 34 R_BRACE = auto() 35 COMMA = auto() 36 DOT = auto() 37 DASH = auto() 38 PLUS = auto() 39 COLON = auto() 40 DOTCOLON = auto() 41 DCOLON = auto() 42 DQMARK = auto() 43 SEMICOLON = auto() 44 STAR = auto() 45 BACKSLASH = auto() 46 SLASH = auto() 47 LT = auto() 48 LTE = auto() 49 GT = auto() 50 GTE = auto() 51 NOT = auto() 52 EQ = auto() 53 NEQ = auto() 54 NULLSAFE_EQ = auto() 55 COLON_EQ = auto() 56 AND = auto() 57 OR = auto() 58 AMP = auto() 59 DPIPE = auto() 60 PIPE_GT = auto() 61 PIPE = auto() 62 PIPE_SLASH = auto() 63 DPIPE_SLASH = auto() 64 CARET = auto() 65 CARET_AT = auto() 66 TILDA = auto() 67 ARROW = auto() 68 DARROW = auto() 69 FARROW = auto() 70 HASH = auto() 71 HASH_ARROW = auto() 72 DHASH_ARROW = auto() 73 LR_ARROW = auto() 74 DAT = auto() 75 LT_AT = auto() 76 AT_GT = auto() 77 DOLLAR = auto() 78 PARAMETER = auto() 79 SESSION_PARAMETER = auto() 80 DAMP = auto() 81 XOR = auto() 82 DSTAR = auto() 83 84 URI_START = auto() 85 86 BLOCK_START = auto() 87 BLOCK_END = auto() 88 89 SPACE = auto() 90 BREAK = auto() 91 92 STRING = auto() 93 NUMBER = auto() 94 IDENTIFIER = auto() 95 DATABASE = auto() 96 COLUMN = auto() 97 COLUMN_DEF = auto() 98 SCHEMA = auto() 99 TABLE = auto() 100 WAREHOUSE = auto() 101 STAGE = auto() 102 STREAMLIT = auto() 103 VAR = auto() 104 BIT_STRING = auto() 105 HEX_STRING = auto() 106 BYTE_STRING = auto() 107 NATIONAL_STRING = auto() 108 RAW_STRING = auto() 109 HEREDOC_STRING = auto() 110 UNICODE_STRING = auto() 111 112 # types 113 BIT = auto() 114 BOOLEAN = auto() 115 TINYINT = auto() 116 UTINYINT = auto() 117 SMALLINT = auto() 118 USMALLINT = auto() 119 MEDIUMINT = auto() 120 UMEDIUMINT = auto() 121 INT = auto() 122 UINT = auto() 123 BIGINT = auto() 124 UBIGINT = auto() 125 INT128 = auto() 126 UINT128 = auto() 127 INT256 = auto() 128 UINT256 = auto() 129 FLOAT = auto() 130 DOUBLE = auto() 131 UDOUBLE = auto() 132 DECIMAL = auto() 133 DECIMAL32 = auto() 134 DECIMAL64 = auto() 135 DECIMAL128 = auto() 136 DECIMAL256 = auto() 137 UDECIMAL = auto() 138 BIGDECIMAL = auto() 139 CHAR = auto() 140 NCHAR = auto() 141 VARCHAR = auto() 142 NVARCHAR = auto() 143 BPCHAR = auto() 144 TEXT = auto() 145 MEDIUMTEXT = auto() 146 LONGTEXT = auto() 147 BLOB = auto() 148 MEDIUMBLOB = auto() 149 LONGBLOB = auto() 150 TINYBLOB = auto() 151 TINYTEXT = auto() 152 NAME = auto() 153 BINARY = auto() 154 VARBINARY = auto() 155 JSON = auto() 156 JSONB = auto() 157 TIME = auto() 158 TIMETZ = auto() 159 TIMESTAMP = auto() 160 TIMESTAMPTZ = auto() 161 TIMESTAMPLTZ = auto() 162 TIMESTAMPNTZ = auto() 163 TIMESTAMP_S = auto() 164 TIMESTAMP_MS = auto() 165 TIMESTAMP_NS = auto() 166 DATETIME = auto() 167 DATETIME2 = auto() 168 DATETIME64 = auto() 169 SMALLDATETIME = auto() 170 DATE = auto() 171 DATE32 = auto() 172 INT4RANGE = auto() 173 INT4MULTIRANGE = auto() 174 INT8RANGE = auto() 175 INT8MULTIRANGE = auto() 176 NUMRANGE = auto() 177 NUMMULTIRANGE = auto() 178 TSRANGE = auto() 179 TSMULTIRANGE = auto() 180 TSTZRANGE = auto() 181 TSTZMULTIRANGE = auto() 182 DATERANGE = auto() 183 DATEMULTIRANGE = auto() 184 UUID = auto() 185 GEOGRAPHY = auto() 186 NULLABLE = auto() 187 GEOMETRY = auto() 188 POINT = auto() 189 RING = auto() 190 LINESTRING = auto() 191 MULTILINESTRING = auto() 192 POLYGON = auto() 193 MULTIPOLYGON = auto() 194 HLLSKETCH = auto() 195 HSTORE = auto() 196 SUPER = auto() 197 SERIAL = auto() 198 SMALLSERIAL = auto() 199 BIGSERIAL = auto() 200 XML = auto() 201 YEAR = auto() 202 USERDEFINED = auto() 203 MONEY = auto() 204 SMALLMONEY = auto() 205 ROWVERSION = auto() 206 IMAGE = auto() 207 VARIANT = auto() 208 OBJECT = auto() 209 INET = auto() 210 IPADDRESS = auto() 211 IPPREFIX = auto() 212 IPV4 = auto() 213 IPV6 = auto() 214 ENUM = auto() 215 ENUM8 = auto() 216 ENUM16 = auto() 217 FIXEDSTRING = auto() 218 LOWCARDINALITY = auto() 219 NESTED = auto() 220 AGGREGATEFUNCTION = auto() 221 SIMPLEAGGREGATEFUNCTION = auto() 222 TDIGEST = auto() 223 UNKNOWN = auto() 224 VECTOR = auto() 225 DYNAMIC = auto() 226 VOID = auto() 227 228 # keywords 229 ALIAS = auto() 230 ALTER = auto() 231 ALWAYS = auto() 232 ALL = auto() 233 ANTI = auto() 234 ANY = auto() 235 APPLY = auto() 236 ARRAY = auto() 237 ASC = auto() 238 ASOF = auto() 239 ATTACH = auto() 240 AUTO_INCREMENT = auto() 241 BEGIN = auto() 242 BETWEEN = auto() 243 BULK_COLLECT_INTO = auto() 244 CACHE = auto() 245 CASE = auto() 246 CHARACTER_SET = auto() 247 CLUSTER_BY = auto() 248 COLLATE = auto() 249 COMMAND = auto() 250 COMMENT = auto() 251 COMMIT = auto() 252 CONNECT_BY = auto() 253 CONSTRAINT = auto() 254 COPY = auto() 255 CREATE = auto() 256 CROSS = auto() 257 CUBE = auto() 258 CURRENT_DATE = auto() 259 CURRENT_DATETIME = auto() 260 CURRENT_SCHEMA = auto() 261 CURRENT_TIME = auto() 262 CURRENT_TIMESTAMP = auto() 263 CURRENT_USER = auto() 264 DECLARE = auto() 265 DEFAULT = auto() 266 DELETE = auto() 267 DESC = auto() 268 DESCRIBE = auto() 269 DETACH = auto() 270 DICTIONARY = auto() 271 DISTINCT = auto() 272 DISTRIBUTE_BY = auto() 273 DIV = auto() 274 DROP = auto() 275 ELSE = auto() 276 END = auto() 277 ESCAPE = auto() 278 EXCEPT = auto() 279 EXECUTE = auto() 280 EXISTS = auto() 281 FALSE = auto() 282 FETCH = auto() 283 FILE_FORMAT = auto() 284 FILTER = auto() 285 FINAL = auto() 286 FIRST = auto() 287 FOR = auto() 288 FORCE = auto() 289 FOREIGN_KEY = auto() 290 FORMAT = auto() 291 FROM = auto() 292 FULL = auto() 293 FUNCTION = auto() 294 GET = auto() 295 GLOB = auto() 296 GLOBAL = auto() 297 GRANT = auto() 298 GROUP_BY = auto() 299 GROUPING_SETS = auto() 300 HAVING = auto() 301 HINT = auto() 302 IGNORE = auto() 303 ILIKE = auto() 304 ILIKE_ANY = auto() 305 IN = auto() 306 INDEX = auto() 307 INNER = auto() 308 INSERT = auto() 309 INTERSECT = auto() 310 INTERVAL = auto() 311 INTO = auto() 312 INTRODUCER = auto() 313 IRLIKE = auto() 314 IS = auto() 315 ISNULL = auto() 316 JOIN = auto() 317 JOIN_MARKER = auto() 318 KEEP = auto() 319 KEY = auto() 320 KILL = auto() 321 LANGUAGE = auto() 322 LATERAL = auto() 323 LEFT = auto() 324 LIKE = auto() 325 LIKE_ANY = auto() 326 LIMIT = auto() 327 LIST = auto() 328 LOAD = auto() 329 LOCK = auto() 330 MAP = auto() 331 MATCH_CONDITION = auto() 332 MATCH_RECOGNIZE = auto() 333 MEMBER_OF = auto() 334 MERGE = auto() 335 MOD = auto() 336 MODEL = auto() 337 NATURAL = auto() 338 NEXT = auto() 339 NOTHING = auto() 340 NOTNULL = auto() 341 NULL = auto() 342 OBJECT_IDENTIFIER = auto() 343 OFFSET = auto() 344 ON = auto() 345 ONLY = auto() 346 OPERATOR = auto() 347 ORDER_BY = auto() 348 ORDER_SIBLINGS_BY = auto() 349 ORDERED = auto() 350 ORDINALITY = auto() 351 OUTER = auto() 352 OVER = auto() 353 OVERLAPS = auto() 354 OVERWRITE = auto() 355 PARTITION = auto() 356 PARTITION_BY = auto() 357 PERCENT = auto() 358 PIVOT = auto() 359 PLACEHOLDER = auto() 360 POSITIONAL = auto() 361 PRAGMA = auto() 362 PREWHERE = auto() 363 PRIMARY_KEY = auto() 364 PROCEDURE = auto() 365 PROPERTIES = auto() 366 PSEUDO_TYPE = auto() 367 PUT = auto() 368 QUALIFY = auto() 369 QUOTE = auto() 370 RANGE = auto() 371 RECURSIVE = auto() 372 REFRESH = auto() 373 RENAME = auto() 374 REPLACE = auto() 375 RETURNING = auto() 376 REFERENCES = auto() 377 RIGHT = auto() 378 RLIKE = auto() 379 ROLLBACK = auto() 380 ROLLUP = auto() 381 ROW = auto() 382 ROWS = auto() 383 SELECT = auto() 384 SEMI = auto() 385 SEPARATOR = auto() 386 SEQUENCE = auto() 387 SERDE_PROPERTIES = auto() 388 SET = auto() 389 SETTINGS = auto() 390 SHOW = auto() 391 SIMILAR_TO = auto() 392 SOME = auto() 393 SORT_BY = auto() 394 START_WITH = auto() 395 STORAGE_INTEGRATION = auto() 396 STRAIGHT_JOIN = auto() 397 STRUCT = auto() 398 SUMMARIZE = auto() 399 TABLE_SAMPLE = auto() 400 TAG = auto() 401 TEMPORARY = auto() 402 TOP = auto() 403 THEN = auto() 404 TRUE = auto() 405 TRUNCATE = auto() 406 UNCACHE = auto() 407 UNION = auto() 408 UNNEST = auto() 409 UNPIVOT = auto() 410 UPDATE = auto() 411 USE = auto() 412 USING = auto() 413 VALUES = auto() 414 VIEW = auto() 415 VOLATILE = auto() 416 WHEN = auto() 417 WHERE = auto() 418 WINDOW = auto() 419 WITH = auto() 420 UNIQUE = auto() 421 VERSION_SNAPSHOT = auto() 422 TIMESTAMP_SNAPSHOT = auto() 423 OPTION = auto() 424 SINK = auto() 425 SOURCE = auto() 426 ANALYZE = auto() 427 NAMESPACE = auto() 428 EXPORT = auto() 429 430 # sentinel 431 HIVE_TOKEN_STREAM = auto() 432 433 434_ALL_TOKEN_TYPES = list(TokenType) 435_TOKEN_TYPE_TO_INDEX = {token_type: i for i, token_type in enumerate(_ALL_TOKEN_TYPES)} 436 437 438class Token: 439 __slots__ = ("token_type", "text", "line", "col", "start", "end", "comments") 440 441 @classmethod 442 def number(cls, number: int) -> Token: 443 """Returns a NUMBER token with `number` as its text.""" 444 return cls(TokenType.NUMBER, str(number)) 445 446 @classmethod 447 def string(cls, string: str) -> Token: 448 """Returns a STRING token with `string` as its text.""" 449 return cls(TokenType.STRING, string) 450 451 @classmethod 452 def identifier(cls, identifier: str) -> Token: 453 """Returns an IDENTIFIER token with `identifier` as its text.""" 454 return cls(TokenType.IDENTIFIER, identifier) 455 456 @classmethod 457 def var(cls, var: str) -> Token: 458 """Returns an VAR token with `var` as its text.""" 459 return cls(TokenType.VAR, var) 460 461 def __init__( 462 self, 463 token_type: TokenType, 464 text: str, 465 line: int = 1, 466 col: int = 1, 467 start: int = 0, 468 end: int = 0, 469 comments: t.Optional[t.List[str]] = None, 470 ) -> None: 471 """Token initializer. 472 473 Args: 474 token_type: The TokenType Enum. 475 text: The text of the token. 476 line: The line that the token ends on. 477 col: The column that the token ends on. 478 start: The start index of the token. 479 end: The ending index of the token. 480 comments: The comments to attach to the token. 481 """ 482 self.token_type = token_type 483 self.text = text 484 self.line = line 485 self.col = col 486 self.start = start 487 self.end = end 488 self.comments = [] if comments is None else comments 489 490 def __repr__(self) -> str: 491 attributes = ", ".join(f"{k}: {getattr(self, k)}" for k in self.__slots__) 492 return f"<Token {attributes}>" 493 494 495class _Tokenizer(type): 496 def __new__(cls, clsname, bases, attrs): 497 klass = super().__new__(cls, clsname, bases, attrs) 498 499 def _convert_quotes(arr: t.List[str | t.Tuple[str, str]]) -> t.Dict[str, str]: 500 return dict( 501 (item, item) if isinstance(item, str) else (item[0], item[1]) for item in arr 502 ) 503 504 def _quotes_to_format( 505 token_type: TokenType, arr: t.List[str | t.Tuple[str, str]] 506 ) -> t.Dict[str, t.Tuple[str, TokenType]]: 507 return {k: (v, token_type) for k, v in _convert_quotes(arr).items()} 508 509 klass._QUOTES = _convert_quotes(klass.QUOTES) 510 klass._IDENTIFIERS = _convert_quotes(klass.IDENTIFIERS) 511 512 klass._FORMAT_STRINGS = { 513 **{ 514 p + s: (e, TokenType.NATIONAL_STRING) 515 for s, e in klass._QUOTES.items() 516 for p in ("n", "N") 517 }, 518 **_quotes_to_format(TokenType.BIT_STRING, klass.BIT_STRINGS), 519 **_quotes_to_format(TokenType.BYTE_STRING, klass.BYTE_STRINGS), 520 **_quotes_to_format(TokenType.HEX_STRING, klass.HEX_STRINGS), 521 **_quotes_to_format(TokenType.RAW_STRING, klass.RAW_STRINGS), 522 **_quotes_to_format(TokenType.HEREDOC_STRING, klass.HEREDOC_STRINGS), 523 **_quotes_to_format(TokenType.UNICODE_STRING, klass.UNICODE_STRINGS), 524 } 525 526 klass._STRING_ESCAPES = set(klass.STRING_ESCAPES) 527 klass._IDENTIFIER_ESCAPES = set(klass.IDENTIFIER_ESCAPES) 528 klass._COMMENTS = { 529 **dict( 530 (comment, None) if isinstance(comment, str) else (comment[0], comment[1]) 531 for comment in klass.COMMENTS 532 ), 533 "{#": "#}", # Ensure Jinja comments are tokenized correctly in all dialects 534 } 535 if klass.HINT_START in klass.KEYWORDS: 536 klass._COMMENTS[klass.HINT_START] = "*/" 537 538 klass._KEYWORD_TRIE = new_trie( 539 key.upper() 540 for key in ( 541 *klass.KEYWORDS, 542 *klass._COMMENTS, 543 *klass._QUOTES, 544 *klass._FORMAT_STRINGS, 545 ) 546 if " " in key or any(single in key for single in klass.SINGLE_TOKENS) 547 ) 548 549 if USE_RS_TOKENIZER: 550 settings = RsTokenizerSettings( 551 white_space={k: _TOKEN_TYPE_TO_INDEX[v] for k, v in klass.WHITE_SPACE.items()}, 552 single_tokens={k: _TOKEN_TYPE_TO_INDEX[v] for k, v in klass.SINGLE_TOKENS.items()}, 553 keywords={k: _TOKEN_TYPE_TO_INDEX[v] for k, v in klass.KEYWORDS.items()}, 554 numeric_literals=klass.NUMERIC_LITERALS, 555 identifiers=klass._IDENTIFIERS, 556 identifier_escapes=klass._IDENTIFIER_ESCAPES, 557 string_escapes=klass._STRING_ESCAPES, 558 quotes=klass._QUOTES, 559 format_strings={ 560 k: (v1, _TOKEN_TYPE_TO_INDEX[v2]) 561 for k, (v1, v2) in klass._FORMAT_STRINGS.items() 562 }, 563 has_bit_strings=bool(klass.BIT_STRINGS), 564 has_hex_strings=bool(klass.HEX_STRINGS), 565 comments=klass._COMMENTS, 566 var_single_tokens=klass.VAR_SINGLE_TOKENS, 567 commands={_TOKEN_TYPE_TO_INDEX[v] for v in klass.COMMANDS}, 568 command_prefix_tokens={ 569 _TOKEN_TYPE_TO_INDEX[v] for v in klass.COMMAND_PREFIX_TOKENS 570 }, 571 heredoc_tag_is_identifier=klass.HEREDOC_TAG_IS_IDENTIFIER, 572 string_escapes_allowed_in_raw_strings=klass.STRING_ESCAPES_ALLOWED_IN_RAW_STRINGS, 573 nested_comments=klass.NESTED_COMMENTS, 574 hint_start=klass.HINT_START, 575 tokens_preceding_hint={ 576 _TOKEN_TYPE_TO_INDEX[v] for v in klass.TOKENS_PRECEDING_HINT 577 }, 578 ) 579 token_types = RsTokenTypeSettings( 580 bit_string=_TOKEN_TYPE_TO_INDEX[TokenType.BIT_STRING], 581 break_=_TOKEN_TYPE_TO_INDEX[TokenType.BREAK], 582 dcolon=_TOKEN_TYPE_TO_INDEX[TokenType.DCOLON], 583 heredoc_string=_TOKEN_TYPE_TO_INDEX[TokenType.HEREDOC_STRING], 584 raw_string=_TOKEN_TYPE_TO_INDEX[TokenType.RAW_STRING], 585 hex_string=_TOKEN_TYPE_TO_INDEX[TokenType.HEX_STRING], 586 identifier=_TOKEN_TYPE_TO_INDEX[TokenType.IDENTIFIER], 587 number=_TOKEN_TYPE_TO_INDEX[TokenType.NUMBER], 588 parameter=_TOKEN_TYPE_TO_INDEX[TokenType.PARAMETER], 589 semicolon=_TOKEN_TYPE_TO_INDEX[TokenType.SEMICOLON], 590 string=_TOKEN_TYPE_TO_INDEX[TokenType.STRING], 591 var=_TOKEN_TYPE_TO_INDEX[TokenType.VAR], 592 heredoc_string_alternative=_TOKEN_TYPE_TO_INDEX[klass.HEREDOC_STRING_ALTERNATIVE], 593 hint=_TOKEN_TYPE_TO_INDEX[TokenType.HINT], 594 ) 595 klass._RS_TOKENIZER = RsTokenizer(settings, token_types) 596 else: 597 klass._RS_TOKENIZER = None 598 599 return klass 600 601 602class Tokenizer(metaclass=_Tokenizer): 603 SINGLE_TOKENS = { 604 "(": TokenType.L_PAREN, 605 ")": TokenType.R_PAREN, 606 "[": TokenType.L_BRACKET, 607 "]": TokenType.R_BRACKET, 608 "{": TokenType.L_BRACE, 609 "}": TokenType.R_BRACE, 610 "&": TokenType.AMP, 611 "^": TokenType.CARET, 612 ":": TokenType.COLON, 613 ",": TokenType.COMMA, 614 ".": TokenType.DOT, 615 "-": TokenType.DASH, 616 "=": TokenType.EQ, 617 ">": TokenType.GT, 618 "<": TokenType.LT, 619 "%": TokenType.MOD, 620 "!": TokenType.NOT, 621 "|": TokenType.PIPE, 622 "+": TokenType.PLUS, 623 ";": TokenType.SEMICOLON, 624 "/": TokenType.SLASH, 625 "\\": TokenType.BACKSLASH, 626 "*": TokenType.STAR, 627 "~": TokenType.TILDA, 628 "?": TokenType.PLACEHOLDER, 629 "@": TokenType.PARAMETER, 630 "#": TokenType.HASH, 631 # Used for breaking a var like x'y' but nothing else the token type doesn't matter 632 "'": TokenType.UNKNOWN, 633 "`": TokenType.UNKNOWN, 634 '"': TokenType.UNKNOWN, 635 } 636 637 BIT_STRINGS: t.List[str | t.Tuple[str, str]] = [] 638 BYTE_STRINGS: t.List[str | t.Tuple[str, str]] = [] 639 HEX_STRINGS: t.List[str | t.Tuple[str, str]] = [] 640 RAW_STRINGS: t.List[str | t.Tuple[str, str]] = [] 641 HEREDOC_STRINGS: t.List[str | t.Tuple[str, str]] = [] 642 UNICODE_STRINGS: t.List[str | t.Tuple[str, str]] = [] 643 IDENTIFIERS: t.List[str | t.Tuple[str, str]] = ['"'] 644 QUOTES: t.List[t.Tuple[str, str] | str] = ["'"] 645 STRING_ESCAPES = ["'"] 646 VAR_SINGLE_TOKENS: t.Set[str] = set() 647 648 # The strings in this list can always be used as escapes, regardless of the surrounding 649 # identifier delimiters. By default, the closing delimiter is assumed to also act as an 650 # identifier escape, e.g. if we use double-quotes, then they also act as escapes: "x""" 651 IDENTIFIER_ESCAPES: t.List[str] = [] 652 653 # Whether the heredoc tags follow the same lexical rules as unquoted identifiers 654 HEREDOC_TAG_IS_IDENTIFIER = False 655 656 # Token that we'll generate as a fallback if the heredoc prefix doesn't correspond to a heredoc 657 HEREDOC_STRING_ALTERNATIVE = TokenType.VAR 658 659 # Whether string escape characters function as such when placed within raw strings 660 STRING_ESCAPES_ALLOWED_IN_RAW_STRINGS = True 661 662 NESTED_COMMENTS = True 663 664 HINT_START = "/*+" 665 666 TOKENS_PRECEDING_HINT = {TokenType.SELECT, TokenType.INSERT, TokenType.UPDATE, TokenType.DELETE} 667 668 # Autofilled 669 _COMMENTS: t.Dict[str, str] = {} 670 _FORMAT_STRINGS: t.Dict[str, t.Tuple[str, TokenType]] = {} 671 _IDENTIFIERS: t.Dict[str, str] = {} 672 _IDENTIFIER_ESCAPES: t.Set[str] = set() 673 _QUOTES: t.Dict[str, str] = {} 674 _STRING_ESCAPES: t.Set[str] = set() 675 _KEYWORD_TRIE: t.Dict = {} 676 _RS_TOKENIZER: t.Optional[t.Any] = None 677 678 KEYWORDS: t.Dict[str, TokenType] = { 679 **{f"{{%{postfix}": TokenType.BLOCK_START for postfix in ("", "+", "-")}, 680 **{f"{prefix}%}}": TokenType.BLOCK_END for prefix in ("", "+", "-")}, 681 **{f"{{{{{postfix}": TokenType.BLOCK_START for postfix in ("+", "-")}, 682 **{f"{prefix}}}}}": TokenType.BLOCK_END for prefix in ("+", "-")}, 683 HINT_START: TokenType.HINT, 684 "==": TokenType.EQ, 685 "::": TokenType.DCOLON, 686 "||": TokenType.DPIPE, 687 "|>": TokenType.PIPE_GT, 688 ">=": TokenType.GTE, 689 "<=": TokenType.LTE, 690 "<>": TokenType.NEQ, 691 "!=": TokenType.NEQ, 692 ":=": TokenType.COLON_EQ, 693 "<=>": TokenType.NULLSAFE_EQ, 694 "->": TokenType.ARROW, 695 "->>": TokenType.DARROW, 696 "=>": TokenType.FARROW, 697 "#>": TokenType.HASH_ARROW, 698 "#>>": TokenType.DHASH_ARROW, 699 "<->": TokenType.LR_ARROW, 700 "&&": TokenType.DAMP, 701 "??": TokenType.DQMARK, 702 "~~~": TokenType.GLOB, 703 "~~": TokenType.LIKE, 704 "~~*": TokenType.ILIKE, 705 "~*": TokenType.IRLIKE, 706 "ALL": TokenType.ALL, 707 "ALWAYS": TokenType.ALWAYS, 708 "AND": TokenType.AND, 709 "ANTI": TokenType.ANTI, 710 "ANY": TokenType.ANY, 711 "ASC": TokenType.ASC, 712 "AS": TokenType.ALIAS, 713 "ASOF": TokenType.ASOF, 714 "AUTOINCREMENT": TokenType.AUTO_INCREMENT, 715 "AUTO_INCREMENT": TokenType.AUTO_INCREMENT, 716 "BEGIN": TokenType.BEGIN, 717 "BETWEEN": TokenType.BETWEEN, 718 "CACHE": TokenType.CACHE, 719 "UNCACHE": TokenType.UNCACHE, 720 "CASE": TokenType.CASE, 721 "CHARACTER SET": TokenType.CHARACTER_SET, 722 "CLUSTER BY": TokenType.CLUSTER_BY, 723 "COLLATE": TokenType.COLLATE, 724 "COLUMN": TokenType.COLUMN, 725 "COMMIT": TokenType.COMMIT, 726 "CONNECT BY": TokenType.CONNECT_BY, 727 "CONSTRAINT": TokenType.CONSTRAINT, 728 "COPY": TokenType.COPY, 729 "CREATE": TokenType.CREATE, 730 "CROSS": TokenType.CROSS, 731 "CUBE": TokenType.CUBE, 732 "CURRENT_DATE": TokenType.CURRENT_DATE, 733 "CURRENT_SCHEMA": TokenType.CURRENT_SCHEMA, 734 "CURRENT_TIME": TokenType.CURRENT_TIME, 735 "CURRENT_TIMESTAMP": TokenType.CURRENT_TIMESTAMP, 736 "CURRENT_USER": TokenType.CURRENT_USER, 737 "DATABASE": TokenType.DATABASE, 738 "DEFAULT": TokenType.DEFAULT, 739 "DELETE": TokenType.DELETE, 740 "DESC": TokenType.DESC, 741 "DESCRIBE": TokenType.DESCRIBE, 742 "DISTINCT": TokenType.DISTINCT, 743 "DISTRIBUTE BY": TokenType.DISTRIBUTE_BY, 744 "DIV": TokenType.DIV, 745 "DROP": TokenType.DROP, 746 "ELSE": TokenType.ELSE, 747 "END": TokenType.END, 748 "ENUM": TokenType.ENUM, 749 "ESCAPE": TokenType.ESCAPE, 750 "EXCEPT": TokenType.EXCEPT, 751 "EXECUTE": TokenType.EXECUTE, 752 "EXISTS": TokenType.EXISTS, 753 "FALSE": TokenType.FALSE, 754 "FETCH": TokenType.FETCH, 755 "FILTER": TokenType.FILTER, 756 "FIRST": TokenType.FIRST, 757 "FULL": TokenType.FULL, 758 "FUNCTION": TokenType.FUNCTION, 759 "FOR": TokenType.FOR, 760 "FOREIGN KEY": TokenType.FOREIGN_KEY, 761 "FORMAT": TokenType.FORMAT, 762 "FROM": TokenType.FROM, 763 "GEOGRAPHY": TokenType.GEOGRAPHY, 764 "GEOMETRY": TokenType.GEOMETRY, 765 "GLOB": TokenType.GLOB, 766 "GROUP BY": TokenType.GROUP_BY, 767 "GROUPING SETS": TokenType.GROUPING_SETS, 768 "HAVING": TokenType.HAVING, 769 "ILIKE": TokenType.ILIKE, 770 "IN": TokenType.IN, 771 "INDEX": TokenType.INDEX, 772 "INET": TokenType.INET, 773 "INNER": TokenType.INNER, 774 "INSERT": TokenType.INSERT, 775 "INTERVAL": TokenType.INTERVAL, 776 "INTERSECT": TokenType.INTERSECT, 777 "INTO": TokenType.INTO, 778 "IS": TokenType.IS, 779 "ISNULL": TokenType.ISNULL, 780 "JOIN": TokenType.JOIN, 781 "KEEP": TokenType.KEEP, 782 "KILL": TokenType.KILL, 783 "LATERAL": TokenType.LATERAL, 784 "LEFT": TokenType.LEFT, 785 "LIKE": TokenType.LIKE, 786 "LIMIT": TokenType.LIMIT, 787 "LOAD": TokenType.LOAD, 788 "LOCK": TokenType.LOCK, 789 "MERGE": TokenType.MERGE, 790 "NAMESPACE": TokenType.NAMESPACE, 791 "NATURAL": TokenType.NATURAL, 792 "NEXT": TokenType.NEXT, 793 "NOT": TokenType.NOT, 794 "NOTNULL": TokenType.NOTNULL, 795 "NULL": TokenType.NULL, 796 "OBJECT": TokenType.OBJECT, 797 "OFFSET": TokenType.OFFSET, 798 "ON": TokenType.ON, 799 "OR": TokenType.OR, 800 "XOR": TokenType.XOR, 801 "ORDER BY": TokenType.ORDER_BY, 802 "ORDINALITY": TokenType.ORDINALITY, 803 "OUTER": TokenType.OUTER, 804 "OVER": TokenType.OVER, 805 "OVERLAPS": TokenType.OVERLAPS, 806 "OVERWRITE": TokenType.OVERWRITE, 807 "PARTITION": TokenType.PARTITION, 808 "PARTITION BY": TokenType.PARTITION_BY, 809 "PARTITIONED BY": TokenType.PARTITION_BY, 810 "PARTITIONED_BY": TokenType.PARTITION_BY, 811 "PERCENT": TokenType.PERCENT, 812 "PIVOT": TokenType.PIVOT, 813 "PRAGMA": TokenType.PRAGMA, 814 "PRIMARY KEY": TokenType.PRIMARY_KEY, 815 "PROCEDURE": TokenType.PROCEDURE, 816 "QUALIFY": TokenType.QUALIFY, 817 "RANGE": TokenType.RANGE, 818 "RECURSIVE": TokenType.RECURSIVE, 819 "REGEXP": TokenType.RLIKE, 820 "RENAME": TokenType.RENAME, 821 "REPLACE": TokenType.REPLACE, 822 "RETURNING": TokenType.RETURNING, 823 "REFERENCES": TokenType.REFERENCES, 824 "RIGHT": TokenType.RIGHT, 825 "RLIKE": TokenType.RLIKE, 826 "ROLLBACK": TokenType.ROLLBACK, 827 "ROLLUP": TokenType.ROLLUP, 828 "ROW": TokenType.ROW, 829 "ROWS": TokenType.ROWS, 830 "SCHEMA": TokenType.SCHEMA, 831 "SELECT": TokenType.SELECT, 832 "SEMI": TokenType.SEMI, 833 "SET": TokenType.SET, 834 "SETTINGS": TokenType.SETTINGS, 835 "SHOW": TokenType.SHOW, 836 "SIMILAR TO": TokenType.SIMILAR_TO, 837 "SOME": TokenType.SOME, 838 "SORT BY": TokenType.SORT_BY, 839 "START WITH": TokenType.START_WITH, 840 "STRAIGHT_JOIN": TokenType.STRAIGHT_JOIN, 841 "TABLE": TokenType.TABLE, 842 "TABLESAMPLE": TokenType.TABLE_SAMPLE, 843 "TEMP": TokenType.TEMPORARY, 844 "TEMPORARY": TokenType.TEMPORARY, 845 "THEN": TokenType.THEN, 846 "TRUE": TokenType.TRUE, 847 "TRUNCATE": TokenType.TRUNCATE, 848 "UNION": TokenType.UNION, 849 "UNKNOWN": TokenType.UNKNOWN, 850 "UNNEST": TokenType.UNNEST, 851 "UNPIVOT": TokenType.UNPIVOT, 852 "UPDATE": TokenType.UPDATE, 853 "USE": TokenType.USE, 854 "USING": TokenType.USING, 855 "UUID": TokenType.UUID, 856 "VALUES": TokenType.VALUES, 857 "VIEW": TokenType.VIEW, 858 "VOLATILE": TokenType.VOLATILE, 859 "WHEN": TokenType.WHEN, 860 "WHERE": TokenType.WHERE, 861 "WINDOW": TokenType.WINDOW, 862 "WITH": TokenType.WITH, 863 "APPLY": TokenType.APPLY, 864 "ARRAY": TokenType.ARRAY, 865 "BIT": TokenType.BIT, 866 "BOOL": TokenType.BOOLEAN, 867 "BOOLEAN": TokenType.BOOLEAN, 868 "BYTE": TokenType.TINYINT, 869 "MEDIUMINT": TokenType.MEDIUMINT, 870 "INT1": TokenType.TINYINT, 871 "TINYINT": TokenType.TINYINT, 872 "INT16": TokenType.SMALLINT, 873 "SHORT": TokenType.SMALLINT, 874 "SMALLINT": TokenType.SMALLINT, 875 "HUGEINT": TokenType.INT128, 876 "UHUGEINT": TokenType.UINT128, 877 "INT2": TokenType.SMALLINT, 878 "INTEGER": TokenType.INT, 879 "INT": TokenType.INT, 880 "INT4": TokenType.INT, 881 "INT32": TokenType.INT, 882 "INT64": TokenType.BIGINT, 883 "INT128": TokenType.INT128, 884 "INT256": TokenType.INT256, 885 "LONG": TokenType.BIGINT, 886 "BIGINT": TokenType.BIGINT, 887 "INT8": TokenType.TINYINT, 888 "UINT": TokenType.UINT, 889 "UINT128": TokenType.UINT128, 890 "UINT256": TokenType.UINT256, 891 "DEC": TokenType.DECIMAL, 892 "DECIMAL": TokenType.DECIMAL, 893 "DECIMAL32": TokenType.DECIMAL32, 894 "DECIMAL64": TokenType.DECIMAL64, 895 "DECIMAL128": TokenType.DECIMAL128, 896 "DECIMAL256": TokenType.DECIMAL256, 897 "BIGDECIMAL": TokenType.BIGDECIMAL, 898 "BIGNUMERIC": TokenType.BIGDECIMAL, 899 "LIST": TokenType.LIST, 900 "MAP": TokenType.MAP, 901 "NULLABLE": TokenType.NULLABLE, 902 "NUMBER": TokenType.DECIMAL, 903 "NUMERIC": TokenType.DECIMAL, 904 "FIXED": TokenType.DECIMAL, 905 "REAL": TokenType.FLOAT, 906 "FLOAT": TokenType.FLOAT, 907 "FLOAT4": TokenType.FLOAT, 908 "FLOAT8": TokenType.DOUBLE, 909 "DOUBLE": TokenType.DOUBLE, 910 "DOUBLE PRECISION": TokenType.DOUBLE, 911 "JSON": TokenType.JSON, 912 "JSONB": TokenType.JSONB, 913 "CHAR": TokenType.CHAR, 914 "CHARACTER": TokenType.CHAR, 915 "CHAR VARYING": TokenType.VARCHAR, 916 "CHARACTER VARYING": TokenType.VARCHAR, 917 "NCHAR": TokenType.NCHAR, 918 "VARCHAR": TokenType.VARCHAR, 919 "VARCHAR2": TokenType.VARCHAR, 920 "NVARCHAR": TokenType.NVARCHAR, 921 "NVARCHAR2": TokenType.NVARCHAR, 922 "BPCHAR": TokenType.BPCHAR, 923 "STR": TokenType.TEXT, 924 "STRING": TokenType.TEXT, 925 "TEXT": TokenType.TEXT, 926 "LONGTEXT": TokenType.LONGTEXT, 927 "MEDIUMTEXT": TokenType.MEDIUMTEXT, 928 "TINYTEXT": TokenType.TINYTEXT, 929 "CLOB": TokenType.TEXT, 930 "LONGVARCHAR": TokenType.TEXT, 931 "BINARY": TokenType.BINARY, 932 "BLOB": TokenType.VARBINARY, 933 "LONGBLOB": TokenType.LONGBLOB, 934 "MEDIUMBLOB": TokenType.MEDIUMBLOB, 935 "TINYBLOB": TokenType.TINYBLOB, 936 "BYTEA": TokenType.VARBINARY, 937 "VARBINARY": TokenType.VARBINARY, 938 "TIME": TokenType.TIME, 939 "TIMETZ": TokenType.TIMETZ, 940 "TIMESTAMP": TokenType.TIMESTAMP, 941 "TIMESTAMPTZ": TokenType.TIMESTAMPTZ, 942 "TIMESTAMPLTZ": TokenType.TIMESTAMPLTZ, 943 "TIMESTAMP_LTZ": TokenType.TIMESTAMPLTZ, 944 "TIMESTAMPNTZ": TokenType.TIMESTAMPNTZ, 945 "TIMESTAMP_NTZ": TokenType.TIMESTAMPNTZ, 946 "DATE": TokenType.DATE, 947 "DATETIME": TokenType.DATETIME, 948 "INT4RANGE": TokenType.INT4RANGE, 949 "INT4MULTIRANGE": TokenType.INT4MULTIRANGE, 950 "INT8RANGE": TokenType.INT8RANGE, 951 "INT8MULTIRANGE": TokenType.INT8MULTIRANGE, 952 "NUMRANGE": TokenType.NUMRANGE, 953 "NUMMULTIRANGE": TokenType.NUMMULTIRANGE, 954 "TSRANGE": TokenType.TSRANGE, 955 "TSMULTIRANGE": TokenType.TSMULTIRANGE, 956 "TSTZRANGE": TokenType.TSTZRANGE, 957 "TSTZMULTIRANGE": TokenType.TSTZMULTIRANGE, 958 "DATERANGE": TokenType.DATERANGE, 959 "DATEMULTIRANGE": TokenType.DATEMULTIRANGE, 960 "UNIQUE": TokenType.UNIQUE, 961 "VECTOR": TokenType.VECTOR, 962 "STRUCT": TokenType.STRUCT, 963 "SEQUENCE": TokenType.SEQUENCE, 964 "VARIANT": TokenType.VARIANT, 965 "ALTER": TokenType.ALTER, 966 "ANALYZE": TokenType.ANALYZE, 967 "CALL": TokenType.COMMAND, 968 "COMMENT": TokenType.COMMENT, 969 "EXPLAIN": TokenType.COMMAND, 970 "GRANT": TokenType.GRANT, 971 "OPTIMIZE": TokenType.COMMAND, 972 "PREPARE": TokenType.COMMAND, 973 "VACUUM": TokenType.COMMAND, 974 "USER-DEFINED": TokenType.USERDEFINED, 975 "FOR VERSION": TokenType.VERSION_SNAPSHOT, 976 "FOR TIMESTAMP": TokenType.TIMESTAMP_SNAPSHOT, 977 } 978 979 WHITE_SPACE: t.Dict[t.Optional[str], TokenType] = { 980 " ": TokenType.SPACE, 981 "\t": TokenType.SPACE, 982 "\n": TokenType.BREAK, 983 "\r": TokenType.BREAK, 984 } 985 986 COMMANDS = { 987 TokenType.COMMAND, 988 TokenType.EXECUTE, 989 TokenType.FETCH, 990 TokenType.SHOW, 991 TokenType.RENAME, 992 } 993 994 COMMAND_PREFIX_TOKENS = {TokenType.SEMICOLON, TokenType.BEGIN} 995 996 # Handle numeric literals like in hive (3L = BIGINT) 997 NUMERIC_LITERALS: t.Dict[str, str] = {} 998 999 COMMENTS = ["--", ("/*", "*/")] 1000 1001 __slots__ = ( 1002 "sql", 1003 "size", 1004 "tokens", 1005 "dialect", 1006 "use_rs_tokenizer", 1007 "_start", 1008 "_current", 1009 "_line", 1010 "_col", 1011 "_comments", 1012 "_char", 1013 "_end", 1014 "_peek", 1015 "_prev_token_line", 1016 "_rs_dialect_settings", 1017 ) 1018 1019 def __init__( 1020 self, 1021 dialect: DialectType = None, 1022 use_rs_tokenizer: t.Optional[bool] = None, 1023 **opts: t.Any, 1024 ) -> None: 1025 from sqlglot.dialects import Dialect 1026 1027 self.dialect = Dialect.get_or_raise(dialect) 1028 1029 # initialize `use_rs_tokenizer`, and allow it to be overwritten per Tokenizer instance 1030 self.use_rs_tokenizer = ( 1031 use_rs_tokenizer if use_rs_tokenizer is not None else USE_RS_TOKENIZER 1032 ) 1033 1034 if self.use_rs_tokenizer: 1035 self._rs_dialect_settings = RsTokenizerDialectSettings( 1036 unescaped_sequences=self.dialect.UNESCAPED_SEQUENCES, 1037 identifiers_can_start_with_digit=self.dialect.IDENTIFIERS_CAN_START_WITH_DIGIT, 1038 numbers_can_be_underscore_separated=self.dialect.NUMBERS_CAN_BE_UNDERSCORE_SEPARATED, 1039 ) 1040 1041 self.reset() 1042 1043 def reset(self) -> None: 1044 self.sql = "" 1045 self.size = 0 1046 self.tokens: t.List[Token] = [] 1047 self._start = 0 1048 self._current = 0 1049 self._line = 1 1050 self._col = 0 1051 self._comments: t.List[str] = [] 1052 1053 self._char = "" 1054 self._end = False 1055 self._peek = "" 1056 self._prev_token_line = -1 1057 1058 def tokenize(self, sql: str) -> t.List[Token]: 1059 """Returns a list of tokens corresponding to the SQL string `sql`.""" 1060 if self.use_rs_tokenizer: 1061 return self.tokenize_rs(sql) 1062 1063 self.reset() 1064 self.sql = sql 1065 self.size = len(sql) 1066 1067 try: 1068 self._scan() 1069 except Exception as e: 1070 start = max(self._current - 50, 0) 1071 end = min(self._current + 50, self.size - 1) 1072 context = self.sql[start:end] 1073 raise TokenError(f"Error tokenizing '{context}'") from e 1074 1075 return self.tokens 1076 1077 def _scan(self, until: t.Optional[t.Callable] = None) -> None: 1078 while self.size and not self._end: 1079 current = self._current 1080 1081 # Skip spaces here rather than iteratively calling advance() for performance reasons 1082 while current < self.size: 1083 char = self.sql[current] 1084 1085 if char.isspace() and (char == " " or char == "\t"): 1086 current += 1 1087 else: 1088 break 1089 1090 offset = current - self._current if current > self._current else 1 1091 1092 self._start = current 1093 self._advance(offset) 1094 1095 if not self._char.isspace(): 1096 if self._char.isdigit(): 1097 self._scan_number() 1098 elif self._char in self._IDENTIFIERS: 1099 self._scan_identifier(self._IDENTIFIERS[self._char]) 1100 else: 1101 self._scan_keywords() 1102 1103 if until and until(): 1104 break 1105 1106 if self.tokens and self._comments: 1107 self.tokens[-1].comments.extend(self._comments) 1108 1109 def _chars(self, size: int) -> str: 1110 if size == 1: 1111 return self._char 1112 1113 start = self._current - 1 1114 end = start + size 1115 1116 return self.sql[start:end] if end <= self.size else "" 1117 1118 def _advance(self, i: int = 1, alnum: bool = False) -> None: 1119 if self.WHITE_SPACE.get(self._char) is TokenType.BREAK: 1120 # Ensures we don't count an extra line if we get a \r\n line break sequence 1121 if not (self._char == "\r" and self._peek == "\n"): 1122 self._col = i 1123 self._line += 1 1124 else: 1125 self._col += i 1126 1127 self._current += i 1128 self._end = self._current >= self.size 1129 self._char = self.sql[self._current - 1] 1130 self._peek = "" if self._end else self.sql[self._current] 1131 1132 if alnum and self._char.isalnum(): 1133 # Here we use local variables instead of attributes for better performance 1134 _col = self._col 1135 _current = self._current 1136 _end = self._end 1137 _peek = self._peek 1138 1139 while _peek.isalnum(): 1140 _col += 1 1141 _current += 1 1142 _end = _current >= self.size 1143 _peek = "" if _end else self.sql[_current] 1144 1145 self._col = _col 1146 self._current = _current 1147 self._end = _end 1148 self._peek = _peek 1149 self._char = self.sql[_current - 1] 1150 1151 @property 1152 def _text(self) -> str: 1153 return self.sql[self._start : self._current] 1154 1155 def _add(self, token_type: TokenType, text: t.Optional[str] = None) -> None: 1156 self._prev_token_line = self._line 1157 1158 if self._comments and token_type == TokenType.SEMICOLON and self.tokens: 1159 self.tokens[-1].comments.extend(self._comments) 1160 self._comments = [] 1161 1162 self.tokens.append( 1163 Token( 1164 token_type, 1165 text=self._text if text is None else text, 1166 line=self._line, 1167 col=self._col, 1168 start=self._start, 1169 end=self._current - 1, 1170 comments=self._comments, 1171 ) 1172 ) 1173 self._comments = [] 1174 1175 # If we have either a semicolon or a begin token before the command's token, we'll parse 1176 # whatever follows the command's token as a string 1177 if ( 1178 token_type in self.COMMANDS 1179 and self._peek != ";" 1180 and (len(self.tokens) == 1 or self.tokens[-2].token_type in self.COMMAND_PREFIX_TOKENS) 1181 ): 1182 start = self._current 1183 tokens = len(self.tokens) 1184 self._scan(lambda: self._peek == ";") 1185 self.tokens = self.tokens[:tokens] 1186 text = self.sql[start : self._current].strip() 1187 if text: 1188 self._add(TokenType.STRING, text) 1189 1190 def _scan_keywords(self) -> None: 1191 size = 0 1192 word = None 1193 chars = self._text 1194 char = chars 1195 prev_space = False 1196 skip = False 1197 trie = self._KEYWORD_TRIE 1198 single_token = char in self.SINGLE_TOKENS 1199 1200 while chars: 1201 if skip: 1202 result = TrieResult.PREFIX 1203 else: 1204 result, trie = in_trie(trie, char.upper()) 1205 1206 if result == TrieResult.FAILED: 1207 break 1208 if result == TrieResult.EXISTS: 1209 word = chars 1210 1211 end = self._current + size 1212 size += 1 1213 1214 if end < self.size: 1215 char = self.sql[end] 1216 single_token = single_token or char in self.SINGLE_TOKENS 1217 is_space = char.isspace() 1218 1219 if not is_space or not prev_space: 1220 if is_space: 1221 char = " " 1222 chars += char 1223 prev_space = is_space 1224 skip = False 1225 else: 1226 skip = True 1227 else: 1228 char = "" 1229 break 1230 1231 if word: 1232 if self._scan_string(word): 1233 return 1234 if self._scan_comment(word): 1235 return 1236 if prev_space or single_token or not char: 1237 self._advance(size - 1) 1238 word = word.upper() 1239 self._add(self.KEYWORDS[word], text=word) 1240 return 1241 1242 if self._char in self.SINGLE_TOKENS: 1243 self._add(self.SINGLE_TOKENS[self._char], text=self._char) 1244 return 1245 1246 self._scan_var() 1247 1248 def _scan_comment(self, comment_start: str) -> bool: 1249 if comment_start not in self._COMMENTS: 1250 return False 1251 1252 comment_start_line = self._line 1253 comment_start_size = len(comment_start) 1254 comment_end = self._COMMENTS[comment_start] 1255 1256 if comment_end: 1257 # Skip the comment's start delimiter 1258 self._advance(comment_start_size) 1259 1260 comment_count = 1 1261 comment_end_size = len(comment_end) 1262 1263 while not self._end: 1264 if self._chars(comment_end_size) == comment_end: 1265 comment_count -= 1 1266 if not comment_count: 1267 break 1268 1269 self._advance(alnum=True) 1270 1271 # Nested comments are allowed by some dialects, e.g. databricks, duckdb, postgres 1272 if ( 1273 self.NESTED_COMMENTS 1274 and not self._end 1275 and self._chars(comment_end_size) == comment_start 1276 ): 1277 self._advance(comment_start_size) 1278 comment_count += 1 1279 1280 self._comments.append(self._text[comment_start_size : -comment_end_size + 1]) 1281 self._advance(comment_end_size - 1) 1282 else: 1283 while not self._end and self.WHITE_SPACE.get(self._peek) is not TokenType.BREAK: 1284 self._advance(alnum=True) 1285 self._comments.append(self._text[comment_start_size:]) 1286 1287 if ( 1288 comment_start == self.HINT_START 1289 and self.tokens 1290 and self.tokens[-1].token_type in self.TOKENS_PRECEDING_HINT 1291 ): 1292 self._add(TokenType.HINT) 1293 1294 # Leading comment is attached to the succeeding token, whilst trailing comment to the preceding. 1295 # Multiple consecutive comments are preserved by appending them to the current comments list. 1296 if comment_start_line == self._prev_token_line: 1297 self.tokens[-1].comments.extend(self._comments) 1298 self._comments = [] 1299 self._prev_token_line = self._line 1300 1301 return True 1302 1303 def _scan_number(self) -> None: 1304 if self._char == "0": 1305 peek = self._peek.upper() 1306 if peek == "B": 1307 return self._scan_bits() if self.BIT_STRINGS else self._add(TokenType.NUMBER) 1308 elif peek == "X": 1309 return self._scan_hex() if self.HEX_STRINGS else self._add(TokenType.NUMBER) 1310 1311 decimal = False 1312 scientific = 0 1313 1314 while True: 1315 if self._peek.isdigit(): 1316 self._advance() 1317 elif self._peek == "." and not decimal: 1318 if self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER: 1319 return self._add(TokenType.NUMBER) 1320 decimal = True 1321 self._advance() 1322 elif self._peek in ("-", "+") and scientific == 1: 1323 scientific += 1 1324 self._advance() 1325 elif self._peek.upper() == "E" and not scientific: 1326 scientific += 1 1327 self._advance() 1328 elif self._peek.isidentifier(): 1329 number_text = self._text 1330 literal = "" 1331 1332 while self._peek.strip() and self._peek not in self.SINGLE_TOKENS: 1333 literal += self._peek 1334 self._advance() 1335 1336 token_type = self.KEYWORDS.get(self.NUMERIC_LITERALS.get(literal.upper(), "")) 1337 1338 if token_type: 1339 self._add(TokenType.NUMBER, number_text) 1340 self._add(TokenType.DCOLON, "::") 1341 return self._add(token_type, literal) 1342 else: 1343 replaced = literal.replace("_", "") 1344 if self.dialect.NUMBERS_CAN_BE_UNDERSCORE_SEPARATED and replaced.isdigit(): 1345 return self._add(TokenType.NUMBER, number_text + replaced) 1346 if self.dialect.IDENTIFIERS_CAN_START_WITH_DIGIT: 1347 return self._add(TokenType.VAR) 1348 1349 self._advance(-len(literal)) 1350 return self._add(TokenType.NUMBER, number_text) 1351 else: 1352 return self._add(TokenType.NUMBER) 1353 1354 def _scan_bits(self) -> None: 1355 self._advance() 1356 value = self._extract_value() 1357 try: 1358 # If `value` can't be converted to a binary, fallback to tokenizing it as an identifier 1359 int(value, 2) 1360 self._add(TokenType.BIT_STRING, value[2:]) # Drop the 0b 1361 except ValueError: 1362 self._add(TokenType.IDENTIFIER) 1363 1364 def _scan_hex(self) -> None: 1365 self._advance() 1366 value = self._extract_value() 1367 try: 1368 # If `value` can't be converted to a hex, fallback to tokenizing it as an identifier 1369 int(value, 16) 1370 self._add(TokenType.HEX_STRING, value[2:]) # Drop the 0x 1371 except ValueError: 1372 self._add(TokenType.IDENTIFIER) 1373 1374 def _extract_value(self) -> str: 1375 while True: 1376 char = self._peek.strip() 1377 if char and char not in self.SINGLE_TOKENS: 1378 self._advance(alnum=True) 1379 else: 1380 break 1381 1382 return self._text 1383 1384 def _scan_string(self, start: str) -> bool: 1385 base = None 1386 token_type = TokenType.STRING 1387 1388 if start in self._QUOTES: 1389 end = self._QUOTES[start] 1390 elif start in self._FORMAT_STRINGS: 1391 end, token_type = self._FORMAT_STRINGS[start] 1392 1393 if token_type == TokenType.HEX_STRING: 1394 base = 16 1395 elif token_type == TokenType.BIT_STRING: 1396 base = 2 1397 elif token_type == TokenType.HEREDOC_STRING: 1398 self._advance() 1399 1400 if self._char == end: 1401 tag = "" 1402 else: 1403 tag = self._extract_string( 1404 end, 1405 raw_string=True, 1406 raise_unmatched=not self.HEREDOC_TAG_IS_IDENTIFIER, 1407 ) 1408 1409 if tag and self.HEREDOC_TAG_IS_IDENTIFIER and (self._end or not tag.isidentifier()): 1410 if not self._end: 1411 self._advance(-1) 1412 1413 self._advance(-len(tag)) 1414 self._add(self.HEREDOC_STRING_ALTERNATIVE) 1415 return True 1416 1417 end = f"{start}{tag}{end}" 1418 else: 1419 return False 1420 1421 self._advance(len(start)) 1422 text = self._extract_string(end, raw_string=token_type == TokenType.RAW_STRING) 1423 1424 if base: 1425 try: 1426 int(text, base) 1427 except Exception: 1428 raise TokenError( 1429 f"Numeric string contains invalid characters from {self._line}:{self._start}" 1430 ) 1431 1432 self._add(token_type, text) 1433 return True 1434 1435 def _scan_identifier(self, identifier_end: str) -> None: 1436 self._advance() 1437 text = self._extract_string( 1438 identifier_end, escapes=self._IDENTIFIER_ESCAPES | {identifier_end} 1439 ) 1440 self._add(TokenType.IDENTIFIER, text) 1441 1442 def _scan_var(self) -> None: 1443 while True: 1444 char = self._peek.strip() 1445 if char and (char in self.VAR_SINGLE_TOKENS or char not in self.SINGLE_TOKENS): 1446 self._advance(alnum=True) 1447 else: 1448 break 1449 1450 self._add( 1451 TokenType.VAR 1452 if self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER 1453 else self.KEYWORDS.get(self._text.upper(), TokenType.VAR) 1454 ) 1455 1456 def _extract_string( 1457 self, 1458 delimiter: str, 1459 escapes: t.Optional[t.Set[str]] = None, 1460 raw_string: bool = False, 1461 raise_unmatched: bool = True, 1462 ) -> str: 1463 text = "" 1464 delim_size = len(delimiter) 1465 escapes = self._STRING_ESCAPES if escapes is None else escapes 1466 1467 while True: 1468 if ( 1469 not raw_string 1470 and self.dialect.UNESCAPED_SEQUENCES 1471 and self._peek 1472 and self._char in self.STRING_ESCAPES 1473 ): 1474 unescaped_sequence = self.dialect.UNESCAPED_SEQUENCES.get(self._char + self._peek) 1475 if unescaped_sequence: 1476 self._advance(2) 1477 text += unescaped_sequence 1478 continue 1479 if ( 1480 (self.STRING_ESCAPES_ALLOWED_IN_RAW_STRINGS or not raw_string) 1481 and self._char in escapes 1482 and (self._peek == delimiter or self._peek in escapes) 1483 and (self._char not in self._QUOTES or self._char == self._peek) 1484 ): 1485 if self._peek == delimiter: 1486 text += self._peek 1487 else: 1488 text += self._char + self._peek 1489 1490 if self._current + 1 < self.size: 1491 self._advance(2) 1492 else: 1493 raise TokenError(f"Missing {delimiter} from {self._line}:{self._current}") 1494 else: 1495 if self._chars(delim_size) == delimiter: 1496 if delim_size > 1: 1497 self._advance(delim_size - 1) 1498 break 1499 1500 if self._end: 1501 if not raise_unmatched: 1502 return text + self._char 1503 1504 raise TokenError(f"Missing {delimiter} from {self._line}:{self._start}") 1505 1506 current = self._current - 1 1507 self._advance(alnum=True) 1508 text += self.sql[current : self._current - 1] 1509 1510 return text 1511 1512 def tokenize_rs(self, sql: str) -> t.List[Token]: 1513 if not self._RS_TOKENIZER: 1514 raise SqlglotError("Rust tokenizer is not available") 1515 1516 tokens, error_msg = self._RS_TOKENIZER.tokenize(sql, self._rs_dialect_settings) 1517 for token in tokens: 1518 token.token_type = _ALL_TOKEN_TYPES[token.token_type_index] 1519 1520 # Setting this here so partial token lists can be inspected even if there is a failure 1521 self.tokens = tokens 1522 1523 if error_msg is not None: 1524 raise TokenError(error_msg) 1525 1526 return tokens
29class TokenType(AutoName): 30 L_PAREN = auto() 31 R_PAREN = auto() 32 L_BRACKET = auto() 33 R_BRACKET = auto() 34 L_BRACE = auto() 35 R_BRACE = auto() 36 COMMA = auto() 37 DOT = auto() 38 DASH = auto() 39 PLUS = auto() 40 COLON = auto() 41 DOTCOLON = auto() 42 DCOLON = auto() 43 DQMARK = auto() 44 SEMICOLON = auto() 45 STAR = auto() 46 BACKSLASH = auto() 47 SLASH = auto() 48 LT = auto() 49 LTE = auto() 50 GT = auto() 51 GTE = auto() 52 NOT = auto() 53 EQ = auto() 54 NEQ = auto() 55 NULLSAFE_EQ = auto() 56 COLON_EQ = auto() 57 AND = auto() 58 OR = auto() 59 AMP = auto() 60 DPIPE = auto() 61 PIPE_GT = auto() 62 PIPE = auto() 63 PIPE_SLASH = auto() 64 DPIPE_SLASH = auto() 65 CARET = auto() 66 CARET_AT = auto() 67 TILDA = auto() 68 ARROW = auto() 69 DARROW = auto() 70 FARROW = auto() 71 HASH = auto() 72 HASH_ARROW = auto() 73 DHASH_ARROW = auto() 74 LR_ARROW = auto() 75 DAT = auto() 76 LT_AT = auto() 77 AT_GT = auto() 78 DOLLAR = auto() 79 PARAMETER = auto() 80 SESSION_PARAMETER = auto() 81 DAMP = auto() 82 XOR = auto() 83 DSTAR = auto() 84 85 URI_START = auto() 86 87 BLOCK_START = auto() 88 BLOCK_END = auto() 89 90 SPACE = auto() 91 BREAK = auto() 92 93 STRING = auto() 94 NUMBER = auto() 95 IDENTIFIER = auto() 96 DATABASE = auto() 97 COLUMN = auto() 98 COLUMN_DEF = auto() 99 SCHEMA = auto() 100 TABLE = auto() 101 WAREHOUSE = auto() 102 STAGE = auto() 103 STREAMLIT = auto() 104 VAR = auto() 105 BIT_STRING = auto() 106 HEX_STRING = auto() 107 BYTE_STRING = auto() 108 NATIONAL_STRING = auto() 109 RAW_STRING = auto() 110 HEREDOC_STRING = auto() 111 UNICODE_STRING = auto() 112 113 # types 114 BIT = auto() 115 BOOLEAN = auto() 116 TINYINT = auto() 117 UTINYINT = auto() 118 SMALLINT = auto() 119 USMALLINT = auto() 120 MEDIUMINT = auto() 121 UMEDIUMINT = auto() 122 INT = auto() 123 UINT = auto() 124 BIGINT = auto() 125 UBIGINT = auto() 126 INT128 = auto() 127 UINT128 = auto() 128 INT256 = auto() 129 UINT256 = auto() 130 FLOAT = auto() 131 DOUBLE = auto() 132 UDOUBLE = auto() 133 DECIMAL = auto() 134 DECIMAL32 = auto() 135 DECIMAL64 = auto() 136 DECIMAL128 = auto() 137 DECIMAL256 = auto() 138 UDECIMAL = auto() 139 BIGDECIMAL = auto() 140 CHAR = auto() 141 NCHAR = auto() 142 VARCHAR = auto() 143 NVARCHAR = auto() 144 BPCHAR = auto() 145 TEXT = auto() 146 MEDIUMTEXT = auto() 147 LONGTEXT = auto() 148 BLOB = auto() 149 MEDIUMBLOB = auto() 150 LONGBLOB = auto() 151 TINYBLOB = auto() 152 TINYTEXT = auto() 153 NAME = auto() 154 BINARY = auto() 155 VARBINARY = auto() 156 JSON = auto() 157 JSONB = auto() 158 TIME = auto() 159 TIMETZ = auto() 160 TIMESTAMP = auto() 161 TIMESTAMPTZ = auto() 162 TIMESTAMPLTZ = auto() 163 TIMESTAMPNTZ = auto() 164 TIMESTAMP_S = auto() 165 TIMESTAMP_MS = auto() 166 TIMESTAMP_NS = auto() 167 DATETIME = auto() 168 DATETIME2 = auto() 169 DATETIME64 = auto() 170 SMALLDATETIME = auto() 171 DATE = auto() 172 DATE32 = auto() 173 INT4RANGE = auto() 174 INT4MULTIRANGE = auto() 175 INT8RANGE = auto() 176 INT8MULTIRANGE = auto() 177 NUMRANGE = auto() 178 NUMMULTIRANGE = auto() 179 TSRANGE = auto() 180 TSMULTIRANGE = auto() 181 TSTZRANGE = auto() 182 TSTZMULTIRANGE = auto() 183 DATERANGE = auto() 184 DATEMULTIRANGE = auto() 185 UUID = auto() 186 GEOGRAPHY = auto() 187 NULLABLE = auto() 188 GEOMETRY = auto() 189 POINT = auto() 190 RING = auto() 191 LINESTRING = auto() 192 MULTILINESTRING = auto() 193 POLYGON = auto() 194 MULTIPOLYGON = auto() 195 HLLSKETCH = auto() 196 HSTORE = auto() 197 SUPER = auto() 198 SERIAL = auto() 199 SMALLSERIAL = auto() 200 BIGSERIAL = auto() 201 XML = auto() 202 YEAR = auto() 203 USERDEFINED = auto() 204 MONEY = auto() 205 SMALLMONEY = auto() 206 ROWVERSION = auto() 207 IMAGE = auto() 208 VARIANT = auto() 209 OBJECT = auto() 210 INET = auto() 211 IPADDRESS = auto() 212 IPPREFIX = auto() 213 IPV4 = auto() 214 IPV6 = auto() 215 ENUM = auto() 216 ENUM8 = auto() 217 ENUM16 = auto() 218 FIXEDSTRING = auto() 219 LOWCARDINALITY = auto() 220 NESTED = auto() 221 AGGREGATEFUNCTION = auto() 222 SIMPLEAGGREGATEFUNCTION = auto() 223 TDIGEST = auto() 224 UNKNOWN = auto() 225 VECTOR = auto() 226 DYNAMIC = auto() 227 VOID = auto() 228 229 # keywords 230 ALIAS = auto() 231 ALTER = auto() 232 ALWAYS = auto() 233 ALL = auto() 234 ANTI = auto() 235 ANY = auto() 236 APPLY = auto() 237 ARRAY = auto() 238 ASC = auto() 239 ASOF = auto() 240 ATTACH = auto() 241 AUTO_INCREMENT = auto() 242 BEGIN = auto() 243 BETWEEN = auto() 244 BULK_COLLECT_INTO = auto() 245 CACHE = auto() 246 CASE = auto() 247 CHARACTER_SET = auto() 248 CLUSTER_BY = auto() 249 COLLATE = auto() 250 COMMAND = auto() 251 COMMENT = auto() 252 COMMIT = auto() 253 CONNECT_BY = auto() 254 CONSTRAINT = auto() 255 COPY = auto() 256 CREATE = auto() 257 CROSS = auto() 258 CUBE = auto() 259 CURRENT_DATE = auto() 260 CURRENT_DATETIME = auto() 261 CURRENT_SCHEMA = auto() 262 CURRENT_TIME = auto() 263 CURRENT_TIMESTAMP = auto() 264 CURRENT_USER = auto() 265 DECLARE = auto() 266 DEFAULT = auto() 267 DELETE = auto() 268 DESC = auto() 269 DESCRIBE = auto() 270 DETACH = auto() 271 DICTIONARY = auto() 272 DISTINCT = auto() 273 DISTRIBUTE_BY = auto() 274 DIV = auto() 275 DROP = auto() 276 ELSE = auto() 277 END = auto() 278 ESCAPE = auto() 279 EXCEPT = auto() 280 EXECUTE = auto() 281 EXISTS = auto() 282 FALSE = auto() 283 FETCH = auto() 284 FILE_FORMAT = auto() 285 FILTER = auto() 286 FINAL = auto() 287 FIRST = auto() 288 FOR = auto() 289 FORCE = auto() 290 FOREIGN_KEY = auto() 291 FORMAT = auto() 292 FROM = auto() 293 FULL = auto() 294 FUNCTION = auto() 295 GET = auto() 296 GLOB = auto() 297 GLOBAL = auto() 298 GRANT = auto() 299 GROUP_BY = auto() 300 GROUPING_SETS = auto() 301 HAVING = auto() 302 HINT = auto() 303 IGNORE = auto() 304 ILIKE = auto() 305 ILIKE_ANY = auto() 306 IN = auto() 307 INDEX = auto() 308 INNER = auto() 309 INSERT = auto() 310 INTERSECT = auto() 311 INTERVAL = auto() 312 INTO = auto() 313 INTRODUCER = auto() 314 IRLIKE = auto() 315 IS = auto() 316 ISNULL = auto() 317 JOIN = auto() 318 JOIN_MARKER = auto() 319 KEEP = auto() 320 KEY = auto() 321 KILL = auto() 322 LANGUAGE = auto() 323 LATERAL = auto() 324 LEFT = auto() 325 LIKE = auto() 326 LIKE_ANY = auto() 327 LIMIT = auto() 328 LIST = auto() 329 LOAD = auto() 330 LOCK = auto() 331 MAP = auto() 332 MATCH_CONDITION = auto() 333 MATCH_RECOGNIZE = auto() 334 MEMBER_OF = auto() 335 MERGE = auto() 336 MOD = auto() 337 MODEL = auto() 338 NATURAL = auto() 339 NEXT = auto() 340 NOTHING = auto() 341 NOTNULL = auto() 342 NULL = auto() 343 OBJECT_IDENTIFIER = auto() 344 OFFSET = auto() 345 ON = auto() 346 ONLY = auto() 347 OPERATOR = auto() 348 ORDER_BY = auto() 349 ORDER_SIBLINGS_BY = auto() 350 ORDERED = auto() 351 ORDINALITY = auto() 352 OUTER = auto() 353 OVER = auto() 354 OVERLAPS = auto() 355 OVERWRITE = auto() 356 PARTITION = auto() 357 PARTITION_BY = auto() 358 PERCENT = auto() 359 PIVOT = auto() 360 PLACEHOLDER = auto() 361 POSITIONAL = auto() 362 PRAGMA = auto() 363 PREWHERE = auto() 364 PRIMARY_KEY = auto() 365 PROCEDURE = auto() 366 PROPERTIES = auto() 367 PSEUDO_TYPE = auto() 368 PUT = auto() 369 QUALIFY = auto() 370 QUOTE = auto() 371 RANGE = auto() 372 RECURSIVE = auto() 373 REFRESH = auto() 374 RENAME = auto() 375 REPLACE = auto() 376 RETURNING = auto() 377 REFERENCES = auto() 378 RIGHT = auto() 379 RLIKE = auto() 380 ROLLBACK = auto() 381 ROLLUP = auto() 382 ROW = auto() 383 ROWS = auto() 384 SELECT = auto() 385 SEMI = auto() 386 SEPARATOR = auto() 387 SEQUENCE = auto() 388 SERDE_PROPERTIES = auto() 389 SET = auto() 390 SETTINGS = auto() 391 SHOW = auto() 392 SIMILAR_TO = auto() 393 SOME = auto() 394 SORT_BY = auto() 395 START_WITH = auto() 396 STORAGE_INTEGRATION = auto() 397 STRAIGHT_JOIN = auto() 398 STRUCT = auto() 399 SUMMARIZE = auto() 400 TABLE_SAMPLE = auto() 401 TAG = auto() 402 TEMPORARY = auto() 403 TOP = auto() 404 THEN = auto() 405 TRUE = auto() 406 TRUNCATE = auto() 407 UNCACHE = auto() 408 UNION = auto() 409 UNNEST = auto() 410 UNPIVOT = auto() 411 UPDATE = auto() 412 USE = auto() 413 USING = auto() 414 VALUES = auto() 415 VIEW = auto() 416 VOLATILE = auto() 417 WHEN = auto() 418 WHERE = auto() 419 WINDOW = auto() 420 WITH = auto() 421 UNIQUE = auto() 422 VERSION_SNAPSHOT = auto() 423 TIMESTAMP_SNAPSHOT = auto() 424 OPTION = auto() 425 SINK = auto() 426 SOURCE = auto() 427 ANALYZE = auto() 428 NAMESPACE = auto() 429 EXPORT = auto() 430 431 # sentinel 432 HIVE_TOKEN_STREAM = auto()
An enumeration.
L_PAREN =
<TokenType.L_PAREN: 'L_PAREN'>
R_PAREN =
<TokenType.R_PAREN: 'R_PAREN'>
L_BRACKET =
<TokenType.L_BRACKET: 'L_BRACKET'>
R_BRACKET =
<TokenType.R_BRACKET: 'R_BRACKET'>
L_BRACE =
<TokenType.L_BRACE: 'L_BRACE'>
R_BRACE =
<TokenType.R_BRACE: 'R_BRACE'>
COMMA =
<TokenType.COMMA: 'COMMA'>
DOT =
<TokenType.DOT: 'DOT'>
DASH =
<TokenType.DASH: 'DASH'>
PLUS =
<TokenType.PLUS: 'PLUS'>
COLON =
<TokenType.COLON: 'COLON'>
DOTCOLON =
<TokenType.DOTCOLON: 'DOTCOLON'>
DCOLON =
<TokenType.DCOLON: 'DCOLON'>
DQMARK =
<TokenType.DQMARK: 'DQMARK'>
SEMICOLON =
<TokenType.SEMICOLON: 'SEMICOLON'>
STAR =
<TokenType.STAR: 'STAR'>
BACKSLASH =
<TokenType.BACKSLASH: 'BACKSLASH'>
SLASH =
<TokenType.SLASH: 'SLASH'>
LT =
<TokenType.LT: 'LT'>
LTE =
<TokenType.LTE: 'LTE'>
GT =
<TokenType.GT: 'GT'>
GTE =
<TokenType.GTE: 'GTE'>
NOT =
<TokenType.NOT: 'NOT'>
EQ =
<TokenType.EQ: 'EQ'>
NEQ =
<TokenType.NEQ: 'NEQ'>
NULLSAFE_EQ =
<TokenType.NULLSAFE_EQ: 'NULLSAFE_EQ'>
COLON_EQ =
<TokenType.COLON_EQ: 'COLON_EQ'>
AND =
<TokenType.AND: 'AND'>
OR =
<TokenType.OR: 'OR'>
AMP =
<TokenType.AMP: 'AMP'>
DPIPE =
<TokenType.DPIPE: 'DPIPE'>
PIPE_GT =
<TokenType.PIPE_GT: 'PIPE_GT'>
PIPE =
<TokenType.PIPE: 'PIPE'>
PIPE_SLASH =
<TokenType.PIPE_SLASH: 'PIPE_SLASH'>
DPIPE_SLASH =
<TokenType.DPIPE_SLASH: 'DPIPE_SLASH'>
CARET =
<TokenType.CARET: 'CARET'>
CARET_AT =
<TokenType.CARET_AT: 'CARET_AT'>
TILDA =
<TokenType.TILDA: 'TILDA'>
ARROW =
<TokenType.ARROW: 'ARROW'>
DARROW =
<TokenType.DARROW: 'DARROW'>
FARROW =
<TokenType.FARROW: 'FARROW'>
HASH =
<TokenType.HASH: 'HASH'>
HASH_ARROW =
<TokenType.HASH_ARROW: 'HASH_ARROW'>
DHASH_ARROW =
<TokenType.DHASH_ARROW: 'DHASH_ARROW'>
LR_ARROW =
<TokenType.LR_ARROW: 'LR_ARROW'>
DAT =
<TokenType.DAT: 'DAT'>
LT_AT =
<TokenType.LT_AT: 'LT_AT'>
AT_GT =
<TokenType.AT_GT: 'AT_GT'>
DOLLAR =
<TokenType.DOLLAR: 'DOLLAR'>
PARAMETER =
<TokenType.PARAMETER: 'PARAMETER'>
SESSION_PARAMETER =
<TokenType.SESSION_PARAMETER: 'SESSION_PARAMETER'>
DAMP =
<TokenType.DAMP: 'DAMP'>
XOR =
<TokenType.XOR: 'XOR'>
DSTAR =
<TokenType.DSTAR: 'DSTAR'>
URI_START =
<TokenType.URI_START: 'URI_START'>
BLOCK_START =
<TokenType.BLOCK_START: 'BLOCK_START'>
BLOCK_END =
<TokenType.BLOCK_END: 'BLOCK_END'>
SPACE =
<TokenType.SPACE: 'SPACE'>
BREAK =
<TokenType.BREAK: 'BREAK'>
STRING =
<TokenType.STRING: 'STRING'>
NUMBER =
<TokenType.NUMBER: 'NUMBER'>
IDENTIFIER =
<TokenType.IDENTIFIER: 'IDENTIFIER'>
DATABASE =
<TokenType.DATABASE: 'DATABASE'>
COLUMN =
<TokenType.COLUMN: 'COLUMN'>
COLUMN_DEF =
<TokenType.COLUMN_DEF: 'COLUMN_DEF'>
SCHEMA =
<TokenType.SCHEMA: 'SCHEMA'>
TABLE =
<TokenType.TABLE: 'TABLE'>
WAREHOUSE =
<TokenType.WAREHOUSE: 'WAREHOUSE'>
STAGE =
<TokenType.STAGE: 'STAGE'>
STREAMLIT =
<TokenType.STREAMLIT: 'STREAMLIT'>
VAR =
<TokenType.VAR: 'VAR'>
BIT_STRING =
<TokenType.BIT_STRING: 'BIT_STRING'>
HEX_STRING =
<TokenType.HEX_STRING: 'HEX_STRING'>
BYTE_STRING =
<TokenType.BYTE_STRING: 'BYTE_STRING'>
NATIONAL_STRING =
<TokenType.NATIONAL_STRING: 'NATIONAL_STRING'>
RAW_STRING =
<TokenType.RAW_STRING: 'RAW_STRING'>
HEREDOC_STRING =
<TokenType.HEREDOC_STRING: 'HEREDOC_STRING'>
UNICODE_STRING =
<TokenType.UNICODE_STRING: 'UNICODE_STRING'>
BIT =
<TokenType.BIT: 'BIT'>
BOOLEAN =
<TokenType.BOOLEAN: 'BOOLEAN'>
TINYINT =
<TokenType.TINYINT: 'TINYINT'>
UTINYINT =
<TokenType.UTINYINT: 'UTINYINT'>
SMALLINT =
<TokenType.SMALLINT: 'SMALLINT'>
USMALLINT =
<TokenType.USMALLINT: 'USMALLINT'>
MEDIUMINT =
<TokenType.MEDIUMINT: 'MEDIUMINT'>
UMEDIUMINT =
<TokenType.UMEDIUMINT: 'UMEDIUMINT'>
INT =
<TokenType.INT: 'INT'>
UINT =
<TokenType.UINT: 'UINT'>
BIGINT =
<TokenType.BIGINT: 'BIGINT'>
UBIGINT =
<TokenType.UBIGINT: 'UBIGINT'>
INT128 =
<TokenType.INT128: 'INT128'>
UINT128 =
<TokenType.UINT128: 'UINT128'>
INT256 =
<TokenType.INT256: 'INT256'>
UINT256 =
<TokenType.UINT256: 'UINT256'>
FLOAT =
<TokenType.FLOAT: 'FLOAT'>
DOUBLE =
<TokenType.DOUBLE: 'DOUBLE'>
UDOUBLE =
<TokenType.UDOUBLE: 'UDOUBLE'>
DECIMAL =
<TokenType.DECIMAL: 'DECIMAL'>
DECIMAL32 =
<TokenType.DECIMAL32: 'DECIMAL32'>
DECIMAL64 =
<TokenType.DECIMAL64: 'DECIMAL64'>
DECIMAL128 =
<TokenType.DECIMAL128: 'DECIMAL128'>
DECIMAL256 =
<TokenType.DECIMAL256: 'DECIMAL256'>
UDECIMAL =
<TokenType.UDECIMAL: 'UDECIMAL'>
BIGDECIMAL =
<TokenType.BIGDECIMAL: 'BIGDECIMAL'>
CHAR =
<TokenType.CHAR: 'CHAR'>
NCHAR =
<TokenType.NCHAR: 'NCHAR'>
VARCHAR =
<TokenType.VARCHAR: 'VARCHAR'>
NVARCHAR =
<TokenType.NVARCHAR: 'NVARCHAR'>
BPCHAR =
<TokenType.BPCHAR: 'BPCHAR'>
TEXT =
<TokenType.TEXT: 'TEXT'>
MEDIUMTEXT =
<TokenType.MEDIUMTEXT: 'MEDIUMTEXT'>
LONGTEXT =
<TokenType.LONGTEXT: 'LONGTEXT'>
BLOB =
<TokenType.BLOB: 'BLOB'>
MEDIUMBLOB =
<TokenType.MEDIUMBLOB: 'MEDIUMBLOB'>
LONGBLOB =
<TokenType.LONGBLOB: 'LONGBLOB'>
TINYBLOB =
<TokenType.TINYBLOB: 'TINYBLOB'>
TINYTEXT =
<TokenType.TINYTEXT: 'TINYTEXT'>
NAME =
<TokenType.NAME: 'NAME'>
BINARY =
<TokenType.BINARY: 'BINARY'>
VARBINARY =
<TokenType.VARBINARY: 'VARBINARY'>
JSON =
<TokenType.JSON: 'JSON'>
JSONB =
<TokenType.JSONB: 'JSONB'>
TIME =
<TokenType.TIME: 'TIME'>
TIMETZ =
<TokenType.TIMETZ: 'TIMETZ'>
TIMESTAMP =
<TokenType.TIMESTAMP: 'TIMESTAMP'>
TIMESTAMPTZ =
<TokenType.TIMESTAMPTZ: 'TIMESTAMPTZ'>
TIMESTAMPLTZ =
<TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>
TIMESTAMPNTZ =
<TokenType.TIMESTAMPNTZ: 'TIMESTAMPNTZ'>
TIMESTAMP_S =
<TokenType.TIMESTAMP_S: 'TIMESTAMP_S'>
TIMESTAMP_MS =
<TokenType.TIMESTAMP_MS: 'TIMESTAMP_MS'>
TIMESTAMP_NS =
<TokenType.TIMESTAMP_NS: 'TIMESTAMP_NS'>
DATETIME =
<TokenType.DATETIME: 'DATETIME'>
DATETIME2 =
<TokenType.DATETIME2: 'DATETIME2'>
DATETIME64 =
<TokenType.DATETIME64: 'DATETIME64'>
SMALLDATETIME =
<TokenType.SMALLDATETIME: 'SMALLDATETIME'>
DATE =
<TokenType.DATE: 'DATE'>
DATE32 =
<TokenType.DATE32: 'DATE32'>
INT4RANGE =
<TokenType.INT4RANGE: 'INT4RANGE'>
INT4MULTIRANGE =
<TokenType.INT4MULTIRANGE: 'INT4MULTIRANGE'>
INT8RANGE =
<TokenType.INT8RANGE: 'INT8RANGE'>
INT8MULTIRANGE =
<TokenType.INT8MULTIRANGE: 'INT8MULTIRANGE'>
NUMRANGE =
<TokenType.NUMRANGE: 'NUMRANGE'>
NUMMULTIRANGE =
<TokenType.NUMMULTIRANGE: 'NUMMULTIRANGE'>
TSRANGE =
<TokenType.TSRANGE: 'TSRANGE'>
TSMULTIRANGE =
<TokenType.TSMULTIRANGE: 'TSMULTIRANGE'>
TSTZRANGE =
<TokenType.TSTZRANGE: 'TSTZRANGE'>
TSTZMULTIRANGE =
<TokenType.TSTZMULTIRANGE: 'TSTZMULTIRANGE'>
DATERANGE =
<TokenType.DATERANGE: 'DATERANGE'>
DATEMULTIRANGE =
<TokenType.DATEMULTIRANGE: 'DATEMULTIRANGE'>
UUID =
<TokenType.UUID: 'UUID'>
GEOGRAPHY =
<TokenType.GEOGRAPHY: 'GEOGRAPHY'>
NULLABLE =
<TokenType.NULLABLE: 'NULLABLE'>
GEOMETRY =
<TokenType.GEOMETRY: 'GEOMETRY'>
POINT =
<TokenType.POINT: 'POINT'>
RING =
<TokenType.RING: 'RING'>
LINESTRING =
<TokenType.LINESTRING: 'LINESTRING'>
MULTILINESTRING =
<TokenType.MULTILINESTRING: 'MULTILINESTRING'>
POLYGON =
<TokenType.POLYGON: 'POLYGON'>
MULTIPOLYGON =
<TokenType.MULTIPOLYGON: 'MULTIPOLYGON'>
HLLSKETCH =
<TokenType.HLLSKETCH: 'HLLSKETCH'>
HSTORE =
<TokenType.HSTORE: 'HSTORE'>
SUPER =
<TokenType.SUPER: 'SUPER'>
SERIAL =
<TokenType.SERIAL: 'SERIAL'>
SMALLSERIAL =
<TokenType.SMALLSERIAL: 'SMALLSERIAL'>
BIGSERIAL =
<TokenType.BIGSERIAL: 'BIGSERIAL'>
XML =
<TokenType.XML: 'XML'>
YEAR =
<TokenType.YEAR: 'YEAR'>
USERDEFINED =
<TokenType.USERDEFINED: 'USERDEFINED'>
MONEY =
<TokenType.MONEY: 'MONEY'>
SMALLMONEY =
<TokenType.SMALLMONEY: 'SMALLMONEY'>
ROWVERSION =
<TokenType.ROWVERSION: 'ROWVERSION'>
IMAGE =
<TokenType.IMAGE: 'IMAGE'>
VARIANT =
<TokenType.VARIANT: 'VARIANT'>
OBJECT =
<TokenType.OBJECT: 'OBJECT'>
INET =
<TokenType.INET: 'INET'>
IPADDRESS =
<TokenType.IPADDRESS: 'IPADDRESS'>
IPPREFIX =
<TokenType.IPPREFIX: 'IPPREFIX'>
IPV4 =
<TokenType.IPV4: 'IPV4'>
IPV6 =
<TokenType.IPV6: 'IPV6'>
ENUM =
<TokenType.ENUM: 'ENUM'>
ENUM8 =
<TokenType.ENUM8: 'ENUM8'>
ENUM16 =
<TokenType.ENUM16: 'ENUM16'>
FIXEDSTRING =
<TokenType.FIXEDSTRING: 'FIXEDSTRING'>
LOWCARDINALITY =
<TokenType.LOWCARDINALITY: 'LOWCARDINALITY'>
NESTED =
<TokenType.NESTED: 'NESTED'>
AGGREGATEFUNCTION =
<TokenType.AGGREGATEFUNCTION: 'AGGREGATEFUNCTION'>
SIMPLEAGGREGATEFUNCTION =
<TokenType.SIMPLEAGGREGATEFUNCTION: 'SIMPLEAGGREGATEFUNCTION'>
TDIGEST =
<TokenType.TDIGEST: 'TDIGEST'>
UNKNOWN =
<TokenType.UNKNOWN: 'UNKNOWN'>
VECTOR =
<TokenType.VECTOR: 'VECTOR'>
DYNAMIC =
<TokenType.DYNAMIC: 'DYNAMIC'>
VOID =
<TokenType.VOID: 'VOID'>
ALIAS =
<TokenType.ALIAS: 'ALIAS'>
ALTER =
<TokenType.ALTER: 'ALTER'>
ALWAYS =
<TokenType.ALWAYS: 'ALWAYS'>
ALL =
<TokenType.ALL: 'ALL'>
ANTI =
<TokenType.ANTI: 'ANTI'>
ANY =
<TokenType.ANY: 'ANY'>
APPLY =
<TokenType.APPLY: 'APPLY'>
ARRAY =
<TokenType.ARRAY: 'ARRAY'>
ASC =
<TokenType.ASC: 'ASC'>
ASOF =
<TokenType.ASOF: 'ASOF'>
ATTACH =
<TokenType.ATTACH: 'ATTACH'>
AUTO_INCREMENT =
<TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>
BEGIN =
<TokenType.BEGIN: 'BEGIN'>
BETWEEN =
<TokenType.BETWEEN: 'BETWEEN'>
BULK_COLLECT_INTO =
<TokenType.BULK_COLLECT_INTO: 'BULK_COLLECT_INTO'>
CACHE =
<TokenType.CACHE: 'CACHE'>
CASE =
<TokenType.CASE: 'CASE'>
CHARACTER_SET =
<TokenType.CHARACTER_SET: 'CHARACTER_SET'>
CLUSTER_BY =
<TokenType.CLUSTER_BY: 'CLUSTER_BY'>
COLLATE =
<TokenType.COLLATE: 'COLLATE'>
COMMAND =
<TokenType.COMMAND: 'COMMAND'>
COMMENT =
<TokenType.COMMENT: 'COMMENT'>
COMMIT =
<TokenType.COMMIT: 'COMMIT'>
CONNECT_BY =
<TokenType.CONNECT_BY: 'CONNECT_BY'>
CONSTRAINT =
<TokenType.CONSTRAINT: 'CONSTRAINT'>
COPY =
<TokenType.COPY: 'COPY'>
CREATE =
<TokenType.CREATE: 'CREATE'>
CROSS =
<TokenType.CROSS: 'CROSS'>
CUBE =
<TokenType.CUBE: 'CUBE'>
CURRENT_DATE =
<TokenType.CURRENT_DATE: 'CURRENT_DATE'>
CURRENT_DATETIME =
<TokenType.CURRENT_DATETIME: 'CURRENT_DATETIME'>
CURRENT_SCHEMA =
<TokenType.CURRENT_SCHEMA: 'CURRENT_SCHEMA'>
CURRENT_TIME =
<TokenType.CURRENT_TIME: 'CURRENT_TIME'>
CURRENT_TIMESTAMP =
<TokenType.CURRENT_TIMESTAMP: 'CURRENT_TIMESTAMP'>
CURRENT_USER =
<TokenType.CURRENT_USER: 'CURRENT_USER'>
DECLARE =
<TokenType.DECLARE: 'DECLARE'>
DEFAULT =
<TokenType.DEFAULT: 'DEFAULT'>
DELETE =
<TokenType.DELETE: 'DELETE'>
DESC =
<TokenType.DESC: 'DESC'>
DESCRIBE =
<TokenType.DESCRIBE: 'DESCRIBE'>
DETACH =
<TokenType.DETACH: 'DETACH'>
DICTIONARY =
<TokenType.DICTIONARY: 'DICTIONARY'>
DISTINCT =
<TokenType.DISTINCT: 'DISTINCT'>
DISTRIBUTE_BY =
<TokenType.DISTRIBUTE_BY: 'DISTRIBUTE_BY'>
DIV =
<TokenType.DIV: 'DIV'>
DROP =
<TokenType.DROP: 'DROP'>
ELSE =
<TokenType.ELSE: 'ELSE'>
END =
<TokenType.END: 'END'>
ESCAPE =
<TokenType.ESCAPE: 'ESCAPE'>
EXCEPT =
<TokenType.EXCEPT: 'EXCEPT'>
EXECUTE =
<TokenType.EXECUTE: 'EXECUTE'>
EXISTS =
<TokenType.EXISTS: 'EXISTS'>
FALSE =
<TokenType.FALSE: 'FALSE'>
FETCH =
<TokenType.FETCH: 'FETCH'>
FILE_FORMAT =
<TokenType.FILE_FORMAT: 'FILE_FORMAT'>
FILTER =
<TokenType.FILTER: 'FILTER'>
FINAL =
<TokenType.FINAL: 'FINAL'>
FIRST =
<TokenType.FIRST: 'FIRST'>
FOR =
<TokenType.FOR: 'FOR'>
FORCE =
<TokenType.FORCE: 'FORCE'>
FOREIGN_KEY =
<TokenType.FOREIGN_KEY: 'FOREIGN_KEY'>
FORMAT =
<TokenType.FORMAT: 'FORMAT'>
FROM =
<TokenType.FROM: 'FROM'>
FULL =
<TokenType.FULL: 'FULL'>
FUNCTION =
<TokenType.FUNCTION: 'FUNCTION'>
GET =
<TokenType.GET: 'GET'>
GLOB =
<TokenType.GLOB: 'GLOB'>
GLOBAL =
<TokenType.GLOBAL: 'GLOBAL'>
GRANT =
<TokenType.GRANT: 'GRANT'>
GROUP_BY =
<TokenType.GROUP_BY: 'GROUP_BY'>
GROUPING_SETS =
<TokenType.GROUPING_SETS: 'GROUPING_SETS'>
HAVING =
<TokenType.HAVING: 'HAVING'>
HINT =
<TokenType.HINT: 'HINT'>
IGNORE =
<TokenType.IGNORE: 'IGNORE'>
ILIKE =
<TokenType.ILIKE: 'ILIKE'>
ILIKE_ANY =
<TokenType.ILIKE_ANY: 'ILIKE_ANY'>
IN =
<TokenType.IN: 'IN'>
INDEX =
<TokenType.INDEX: 'INDEX'>
INNER =
<TokenType.INNER: 'INNER'>
INSERT =
<TokenType.INSERT: 'INSERT'>
INTERSECT =
<TokenType.INTERSECT: 'INTERSECT'>
INTERVAL =
<TokenType.INTERVAL: 'INTERVAL'>
INTO =
<TokenType.INTO: 'INTO'>
INTRODUCER =
<TokenType.INTRODUCER: 'INTRODUCER'>
IRLIKE =
<TokenType.IRLIKE: 'IRLIKE'>
IS =
<TokenType.IS: 'IS'>
ISNULL =
<TokenType.ISNULL: 'ISNULL'>
JOIN =
<TokenType.JOIN: 'JOIN'>
JOIN_MARKER =
<TokenType.JOIN_MARKER: 'JOIN_MARKER'>
KEEP =
<TokenType.KEEP: 'KEEP'>
KEY =
<TokenType.KEY: 'KEY'>
KILL =
<TokenType.KILL: 'KILL'>
LANGUAGE =
<TokenType.LANGUAGE: 'LANGUAGE'>
LATERAL =
<TokenType.LATERAL: 'LATERAL'>
LEFT =
<TokenType.LEFT: 'LEFT'>
LIKE =
<TokenType.LIKE: 'LIKE'>
LIKE_ANY =
<TokenType.LIKE_ANY: 'LIKE_ANY'>
LIMIT =
<TokenType.LIMIT: 'LIMIT'>
LIST =
<TokenType.LIST: 'LIST'>
LOAD =
<TokenType.LOAD: 'LOAD'>
LOCK =
<TokenType.LOCK: 'LOCK'>
MAP =
<TokenType.MAP: 'MAP'>
MATCH_CONDITION =
<TokenType.MATCH_CONDITION: 'MATCH_CONDITION'>
MATCH_RECOGNIZE =
<TokenType.MATCH_RECOGNIZE: 'MATCH_RECOGNIZE'>
MEMBER_OF =
<TokenType.MEMBER_OF: 'MEMBER_OF'>
MERGE =
<TokenType.MERGE: 'MERGE'>
MOD =
<TokenType.MOD: 'MOD'>
MODEL =
<TokenType.MODEL: 'MODEL'>
NATURAL =
<TokenType.NATURAL: 'NATURAL'>
NEXT =
<TokenType.NEXT: 'NEXT'>
NOTHING =
<TokenType.NOTHING: 'NOTHING'>
NOTNULL =
<TokenType.NOTNULL: 'NOTNULL'>
NULL =
<TokenType.NULL: 'NULL'>
OBJECT_IDENTIFIER =
<TokenType.OBJECT_IDENTIFIER: 'OBJECT_IDENTIFIER'>
OFFSET =
<TokenType.OFFSET: 'OFFSET'>
ON =
<TokenType.ON: 'ON'>
ONLY =
<TokenType.ONLY: 'ONLY'>
OPERATOR =
<TokenType.OPERATOR: 'OPERATOR'>
ORDER_BY =
<TokenType.ORDER_BY: 'ORDER_BY'>
ORDER_SIBLINGS_BY =
<TokenType.ORDER_SIBLINGS_BY: 'ORDER_SIBLINGS_BY'>
ORDERED =
<TokenType.ORDERED: 'ORDERED'>
ORDINALITY =
<TokenType.ORDINALITY: 'ORDINALITY'>
OUTER =
<TokenType.OUTER: 'OUTER'>
OVER =
<TokenType.OVER: 'OVER'>
OVERLAPS =
<TokenType.OVERLAPS: 'OVERLAPS'>
OVERWRITE =
<TokenType.OVERWRITE: 'OVERWRITE'>
PARTITION =
<TokenType.PARTITION: 'PARTITION'>
PARTITION_BY =
<TokenType.PARTITION_BY: 'PARTITION_BY'>
PERCENT =
<TokenType.PERCENT: 'PERCENT'>
PIVOT =
<TokenType.PIVOT: 'PIVOT'>
PLACEHOLDER =
<TokenType.PLACEHOLDER: 'PLACEHOLDER'>
POSITIONAL =
<TokenType.POSITIONAL: 'POSITIONAL'>
PRAGMA =
<TokenType.PRAGMA: 'PRAGMA'>
PREWHERE =
<TokenType.PREWHERE: 'PREWHERE'>
PRIMARY_KEY =
<TokenType.PRIMARY_KEY: 'PRIMARY_KEY'>
PROCEDURE =
<TokenType.PROCEDURE: 'PROCEDURE'>
PROPERTIES =
<TokenType.PROPERTIES: 'PROPERTIES'>
PSEUDO_TYPE =
<TokenType.PSEUDO_TYPE: 'PSEUDO_TYPE'>
PUT =
<TokenType.PUT: 'PUT'>
QUALIFY =
<TokenType.QUALIFY: 'QUALIFY'>
QUOTE =
<TokenType.QUOTE: 'QUOTE'>
RANGE =
<TokenType.RANGE: 'RANGE'>
RECURSIVE =
<TokenType.RECURSIVE: 'RECURSIVE'>
REFRESH =
<TokenType.REFRESH: 'REFRESH'>
RENAME =
<TokenType.RENAME: 'RENAME'>
REPLACE =
<TokenType.REPLACE: 'REPLACE'>
RETURNING =
<TokenType.RETURNING: 'RETURNING'>
REFERENCES =
<TokenType.REFERENCES: 'REFERENCES'>
RIGHT =
<TokenType.RIGHT: 'RIGHT'>
RLIKE =
<TokenType.RLIKE: 'RLIKE'>
ROLLBACK =
<TokenType.ROLLBACK: 'ROLLBACK'>
ROLLUP =
<TokenType.ROLLUP: 'ROLLUP'>
ROW =
<TokenType.ROW: 'ROW'>
ROWS =
<TokenType.ROWS: 'ROWS'>
SELECT =
<TokenType.SELECT: 'SELECT'>
SEMI =
<TokenType.SEMI: 'SEMI'>
SEPARATOR =
<TokenType.SEPARATOR: 'SEPARATOR'>
SEQUENCE =
<TokenType.SEQUENCE: 'SEQUENCE'>
SERDE_PROPERTIES =
<TokenType.SERDE_PROPERTIES: 'SERDE_PROPERTIES'>
SET =
<TokenType.SET: 'SET'>
SETTINGS =
<TokenType.SETTINGS: 'SETTINGS'>
SHOW =
<TokenType.SHOW: 'SHOW'>
SIMILAR_TO =
<TokenType.SIMILAR_TO: 'SIMILAR_TO'>
SOME =
<TokenType.SOME: 'SOME'>
SORT_BY =
<TokenType.SORT_BY: 'SORT_BY'>
START_WITH =
<TokenType.START_WITH: 'START_WITH'>
STORAGE_INTEGRATION =
<TokenType.STORAGE_INTEGRATION: 'STORAGE_INTEGRATION'>
STRAIGHT_JOIN =
<TokenType.STRAIGHT_JOIN: 'STRAIGHT_JOIN'>
STRUCT =
<TokenType.STRUCT: 'STRUCT'>
SUMMARIZE =
<TokenType.SUMMARIZE: 'SUMMARIZE'>
TABLE_SAMPLE =
<TokenType.TABLE_SAMPLE: 'TABLE_SAMPLE'>
TAG =
<TokenType.TAG: 'TAG'>
TEMPORARY =
<TokenType.TEMPORARY: 'TEMPORARY'>
TOP =
<TokenType.TOP: 'TOP'>
THEN =
<TokenType.THEN: 'THEN'>
TRUE =
<TokenType.TRUE: 'TRUE'>
TRUNCATE =
<TokenType.TRUNCATE: 'TRUNCATE'>
UNCACHE =
<TokenType.UNCACHE: 'UNCACHE'>
UNION =
<TokenType.UNION: 'UNION'>
UNNEST =
<TokenType.UNNEST: 'UNNEST'>
UNPIVOT =
<TokenType.UNPIVOT: 'UNPIVOT'>
UPDATE =
<TokenType.UPDATE: 'UPDATE'>
USE =
<TokenType.USE: 'USE'>
USING =
<TokenType.USING: 'USING'>
VALUES =
<TokenType.VALUES: 'VALUES'>
VIEW =
<TokenType.VIEW: 'VIEW'>
VOLATILE =
<TokenType.VOLATILE: 'VOLATILE'>
WHEN =
<TokenType.WHEN: 'WHEN'>
WHERE =
<TokenType.WHERE: 'WHERE'>
WINDOW =
<TokenType.WINDOW: 'WINDOW'>
WITH =
<TokenType.WITH: 'WITH'>
UNIQUE =
<TokenType.UNIQUE: 'UNIQUE'>
VERSION_SNAPSHOT =
<TokenType.VERSION_SNAPSHOT: 'VERSION_SNAPSHOT'>
TIMESTAMP_SNAPSHOT =
<TokenType.TIMESTAMP_SNAPSHOT: 'TIMESTAMP_SNAPSHOT'>
OPTION =
<TokenType.OPTION: 'OPTION'>
SINK =
<TokenType.SINK: 'SINK'>
SOURCE =
<TokenType.SOURCE: 'SOURCE'>
ANALYZE =
<TokenType.ANALYZE: 'ANALYZE'>
NAMESPACE =
<TokenType.NAMESPACE: 'NAMESPACE'>
EXPORT =
<TokenType.EXPORT: 'EXPORT'>
HIVE_TOKEN_STREAM =
<TokenType.HIVE_TOKEN_STREAM: 'HIVE_TOKEN_STREAM'>
class
Token:
439class Token: 440 __slots__ = ("token_type", "text", "line", "col", "start", "end", "comments") 441 442 @classmethod 443 def number(cls, number: int) -> Token: 444 """Returns a NUMBER token with `number` as its text.""" 445 return cls(TokenType.NUMBER, str(number)) 446 447 @classmethod 448 def string(cls, string: str) -> Token: 449 """Returns a STRING token with `string` as its text.""" 450 return cls(TokenType.STRING, string) 451 452 @classmethod 453 def identifier(cls, identifier: str) -> Token: 454 """Returns an IDENTIFIER token with `identifier` as its text.""" 455 return cls(TokenType.IDENTIFIER, identifier) 456 457 @classmethod 458 def var(cls, var: str) -> Token: 459 """Returns an VAR token with `var` as its text.""" 460 return cls(TokenType.VAR, var) 461 462 def __init__( 463 self, 464 token_type: TokenType, 465 text: str, 466 line: int = 1, 467 col: int = 1, 468 start: int = 0, 469 end: int = 0, 470 comments: t.Optional[t.List[str]] = None, 471 ) -> None: 472 """Token initializer. 473 474 Args: 475 token_type: The TokenType Enum. 476 text: The text of the token. 477 line: The line that the token ends on. 478 col: The column that the token ends on. 479 start: The start index of the token. 480 end: The ending index of the token. 481 comments: The comments to attach to the token. 482 """ 483 self.token_type = token_type 484 self.text = text 485 self.line = line 486 self.col = col 487 self.start = start 488 self.end = end 489 self.comments = [] if comments is None else comments 490 491 def __repr__(self) -> str: 492 attributes = ", ".join(f"{k}: {getattr(self, k)}" for k in self.__slots__) 493 return f"<Token {attributes}>"
Token( token_type: TokenType, text: str, line: int = 1, col: int = 1, start: int = 0, end: int = 0, comments: Optional[List[str]] = None)
462 def __init__( 463 self, 464 token_type: TokenType, 465 text: str, 466 line: int = 1, 467 col: int = 1, 468 start: int = 0, 469 end: int = 0, 470 comments: t.Optional[t.List[str]] = None, 471 ) -> None: 472 """Token initializer. 473 474 Args: 475 token_type: The TokenType Enum. 476 text: The text of the token. 477 line: The line that the token ends on. 478 col: The column that the token ends on. 479 start: The start index of the token. 480 end: The ending index of the token. 481 comments: The comments to attach to the token. 482 """ 483 self.token_type = token_type 484 self.text = text 485 self.line = line 486 self.col = col 487 self.start = start 488 self.end = end 489 self.comments = [] if comments is None else comments
Token initializer.
Arguments:
- token_type: The TokenType Enum.
- text: The text of the token.
- line: The line that the token ends on.
- col: The column that the token ends on.
- start: The start index of the token.
- end: The ending index of the token.
- comments: The comments to attach to the token.
442 @classmethod 443 def number(cls, number: int) -> Token: 444 """Returns a NUMBER token with `number` as its text.""" 445 return cls(TokenType.NUMBER, str(number))
Returns a NUMBER token with number
as its text.
447 @classmethod 448 def string(cls, string: str) -> Token: 449 """Returns a STRING token with `string` as its text.""" 450 return cls(TokenType.STRING, string)
Returns a STRING token with string
as its text.
452 @classmethod 453 def identifier(cls, identifier: str) -> Token: 454 """Returns an IDENTIFIER token with `identifier` as its text.""" 455 return cls(TokenType.IDENTIFIER, identifier)
Returns an IDENTIFIER token with identifier
as its text.
class
Tokenizer:
603class Tokenizer(metaclass=_Tokenizer): 604 SINGLE_TOKENS = { 605 "(": TokenType.L_PAREN, 606 ")": TokenType.R_PAREN, 607 "[": TokenType.L_BRACKET, 608 "]": TokenType.R_BRACKET, 609 "{": TokenType.L_BRACE, 610 "}": TokenType.R_BRACE, 611 "&": TokenType.AMP, 612 "^": TokenType.CARET, 613 ":": TokenType.COLON, 614 ",": TokenType.COMMA, 615 ".": TokenType.DOT, 616 "-": TokenType.DASH, 617 "=": TokenType.EQ, 618 ">": TokenType.GT, 619 "<": TokenType.LT, 620 "%": TokenType.MOD, 621 "!": TokenType.NOT, 622 "|": TokenType.PIPE, 623 "+": TokenType.PLUS, 624 ";": TokenType.SEMICOLON, 625 "/": TokenType.SLASH, 626 "\\": TokenType.BACKSLASH, 627 "*": TokenType.STAR, 628 "~": TokenType.TILDA, 629 "?": TokenType.PLACEHOLDER, 630 "@": TokenType.PARAMETER, 631 "#": TokenType.HASH, 632 # Used for breaking a var like x'y' but nothing else the token type doesn't matter 633 "'": TokenType.UNKNOWN, 634 "`": TokenType.UNKNOWN, 635 '"': TokenType.UNKNOWN, 636 } 637 638 BIT_STRINGS: t.List[str | t.Tuple[str, str]] = [] 639 BYTE_STRINGS: t.List[str | t.Tuple[str, str]] = [] 640 HEX_STRINGS: t.List[str | t.Tuple[str, str]] = [] 641 RAW_STRINGS: t.List[str | t.Tuple[str, str]] = [] 642 HEREDOC_STRINGS: t.List[str | t.Tuple[str, str]] = [] 643 UNICODE_STRINGS: t.List[str | t.Tuple[str, str]] = [] 644 IDENTIFIERS: t.List[str | t.Tuple[str, str]] = ['"'] 645 QUOTES: t.List[t.Tuple[str, str] | str] = ["'"] 646 STRING_ESCAPES = ["'"] 647 VAR_SINGLE_TOKENS: t.Set[str] = set() 648 649 # The strings in this list can always be used as escapes, regardless of the surrounding 650 # identifier delimiters. By default, the closing delimiter is assumed to also act as an 651 # identifier escape, e.g. if we use double-quotes, then they also act as escapes: "x""" 652 IDENTIFIER_ESCAPES: t.List[str] = [] 653 654 # Whether the heredoc tags follow the same lexical rules as unquoted identifiers 655 HEREDOC_TAG_IS_IDENTIFIER = False 656 657 # Token that we'll generate as a fallback if the heredoc prefix doesn't correspond to a heredoc 658 HEREDOC_STRING_ALTERNATIVE = TokenType.VAR 659 660 # Whether string escape characters function as such when placed within raw strings 661 STRING_ESCAPES_ALLOWED_IN_RAW_STRINGS = True 662 663 NESTED_COMMENTS = True 664 665 HINT_START = "/*+" 666 667 TOKENS_PRECEDING_HINT = {TokenType.SELECT, TokenType.INSERT, TokenType.UPDATE, TokenType.DELETE} 668 669 # Autofilled 670 _COMMENTS: t.Dict[str, str] = {} 671 _FORMAT_STRINGS: t.Dict[str, t.Tuple[str, TokenType]] = {} 672 _IDENTIFIERS: t.Dict[str, str] = {} 673 _IDENTIFIER_ESCAPES: t.Set[str] = set() 674 _QUOTES: t.Dict[str, str] = {} 675 _STRING_ESCAPES: t.Set[str] = set() 676 _KEYWORD_TRIE: t.Dict = {} 677 _RS_TOKENIZER: t.Optional[t.Any] = None 678 679 KEYWORDS: t.Dict[str, TokenType] = { 680 **{f"{{%{postfix}": TokenType.BLOCK_START for postfix in ("", "+", "-")}, 681 **{f"{prefix}%}}": TokenType.BLOCK_END for prefix in ("", "+", "-")}, 682 **{f"{{{{{postfix}": TokenType.BLOCK_START for postfix in ("+", "-")}, 683 **{f"{prefix}}}}}": TokenType.BLOCK_END for prefix in ("+", "-")}, 684 HINT_START: TokenType.HINT, 685 "==": TokenType.EQ, 686 "::": TokenType.DCOLON, 687 "||": TokenType.DPIPE, 688 "|>": TokenType.PIPE_GT, 689 ">=": TokenType.GTE, 690 "<=": TokenType.LTE, 691 "<>": TokenType.NEQ, 692 "!=": TokenType.NEQ, 693 ":=": TokenType.COLON_EQ, 694 "<=>": TokenType.NULLSAFE_EQ, 695 "->": TokenType.ARROW, 696 "->>": TokenType.DARROW, 697 "=>": TokenType.FARROW, 698 "#>": TokenType.HASH_ARROW, 699 "#>>": TokenType.DHASH_ARROW, 700 "<->": TokenType.LR_ARROW, 701 "&&": TokenType.DAMP, 702 "??": TokenType.DQMARK, 703 "~~~": TokenType.GLOB, 704 "~~": TokenType.LIKE, 705 "~~*": TokenType.ILIKE, 706 "~*": TokenType.IRLIKE, 707 "ALL": TokenType.ALL, 708 "ALWAYS": TokenType.ALWAYS, 709 "AND": TokenType.AND, 710 "ANTI": TokenType.ANTI, 711 "ANY": TokenType.ANY, 712 "ASC": TokenType.ASC, 713 "AS": TokenType.ALIAS, 714 "ASOF": TokenType.ASOF, 715 "AUTOINCREMENT": TokenType.AUTO_INCREMENT, 716 "AUTO_INCREMENT": TokenType.AUTO_INCREMENT, 717 "BEGIN": TokenType.BEGIN, 718 "BETWEEN": TokenType.BETWEEN, 719 "CACHE": TokenType.CACHE, 720 "UNCACHE": TokenType.UNCACHE, 721 "CASE": TokenType.CASE, 722 "CHARACTER SET": TokenType.CHARACTER_SET, 723 "CLUSTER BY": TokenType.CLUSTER_BY, 724 "COLLATE": TokenType.COLLATE, 725 "COLUMN": TokenType.COLUMN, 726 "COMMIT": TokenType.COMMIT, 727 "CONNECT BY": TokenType.CONNECT_BY, 728 "CONSTRAINT": TokenType.CONSTRAINT, 729 "COPY": TokenType.COPY, 730 "CREATE": TokenType.CREATE, 731 "CROSS": TokenType.CROSS, 732 "CUBE": TokenType.CUBE, 733 "CURRENT_DATE": TokenType.CURRENT_DATE, 734 "CURRENT_SCHEMA": TokenType.CURRENT_SCHEMA, 735 "CURRENT_TIME": TokenType.CURRENT_TIME, 736 "CURRENT_TIMESTAMP": TokenType.CURRENT_TIMESTAMP, 737 "CURRENT_USER": TokenType.CURRENT_USER, 738 "DATABASE": TokenType.DATABASE, 739 "DEFAULT": TokenType.DEFAULT, 740 "DELETE": TokenType.DELETE, 741 "DESC": TokenType.DESC, 742 "DESCRIBE": TokenType.DESCRIBE, 743 "DISTINCT": TokenType.DISTINCT, 744 "DISTRIBUTE BY": TokenType.DISTRIBUTE_BY, 745 "DIV": TokenType.DIV, 746 "DROP": TokenType.DROP, 747 "ELSE": TokenType.ELSE, 748 "END": TokenType.END, 749 "ENUM": TokenType.ENUM, 750 "ESCAPE": TokenType.ESCAPE, 751 "EXCEPT": TokenType.EXCEPT, 752 "EXECUTE": TokenType.EXECUTE, 753 "EXISTS": TokenType.EXISTS, 754 "FALSE": TokenType.FALSE, 755 "FETCH": TokenType.FETCH, 756 "FILTER": TokenType.FILTER, 757 "FIRST": TokenType.FIRST, 758 "FULL": TokenType.FULL, 759 "FUNCTION": TokenType.FUNCTION, 760 "FOR": TokenType.FOR, 761 "FOREIGN KEY": TokenType.FOREIGN_KEY, 762 "FORMAT": TokenType.FORMAT, 763 "FROM": TokenType.FROM, 764 "GEOGRAPHY": TokenType.GEOGRAPHY, 765 "GEOMETRY": TokenType.GEOMETRY, 766 "GLOB": TokenType.GLOB, 767 "GROUP BY": TokenType.GROUP_BY, 768 "GROUPING SETS": TokenType.GROUPING_SETS, 769 "HAVING": TokenType.HAVING, 770 "ILIKE": TokenType.ILIKE, 771 "IN": TokenType.IN, 772 "INDEX": TokenType.INDEX, 773 "INET": TokenType.INET, 774 "INNER": TokenType.INNER, 775 "INSERT": TokenType.INSERT, 776 "INTERVAL": TokenType.INTERVAL, 777 "INTERSECT": TokenType.INTERSECT, 778 "INTO": TokenType.INTO, 779 "IS": TokenType.IS, 780 "ISNULL": TokenType.ISNULL, 781 "JOIN": TokenType.JOIN, 782 "KEEP": TokenType.KEEP, 783 "KILL": TokenType.KILL, 784 "LATERAL": TokenType.LATERAL, 785 "LEFT": TokenType.LEFT, 786 "LIKE": TokenType.LIKE, 787 "LIMIT": TokenType.LIMIT, 788 "LOAD": TokenType.LOAD, 789 "LOCK": TokenType.LOCK, 790 "MERGE": TokenType.MERGE, 791 "NAMESPACE": TokenType.NAMESPACE, 792 "NATURAL": TokenType.NATURAL, 793 "NEXT": TokenType.NEXT, 794 "NOT": TokenType.NOT, 795 "NOTNULL": TokenType.NOTNULL, 796 "NULL": TokenType.NULL, 797 "OBJECT": TokenType.OBJECT, 798 "OFFSET": TokenType.OFFSET, 799 "ON": TokenType.ON, 800 "OR": TokenType.OR, 801 "XOR": TokenType.XOR, 802 "ORDER BY": TokenType.ORDER_BY, 803 "ORDINALITY": TokenType.ORDINALITY, 804 "OUTER": TokenType.OUTER, 805 "OVER": TokenType.OVER, 806 "OVERLAPS": TokenType.OVERLAPS, 807 "OVERWRITE": TokenType.OVERWRITE, 808 "PARTITION": TokenType.PARTITION, 809 "PARTITION BY": TokenType.PARTITION_BY, 810 "PARTITIONED BY": TokenType.PARTITION_BY, 811 "PARTITIONED_BY": TokenType.PARTITION_BY, 812 "PERCENT": TokenType.PERCENT, 813 "PIVOT": TokenType.PIVOT, 814 "PRAGMA": TokenType.PRAGMA, 815 "PRIMARY KEY": TokenType.PRIMARY_KEY, 816 "PROCEDURE": TokenType.PROCEDURE, 817 "QUALIFY": TokenType.QUALIFY, 818 "RANGE": TokenType.RANGE, 819 "RECURSIVE": TokenType.RECURSIVE, 820 "REGEXP": TokenType.RLIKE, 821 "RENAME": TokenType.RENAME, 822 "REPLACE": TokenType.REPLACE, 823 "RETURNING": TokenType.RETURNING, 824 "REFERENCES": TokenType.REFERENCES, 825 "RIGHT": TokenType.RIGHT, 826 "RLIKE": TokenType.RLIKE, 827 "ROLLBACK": TokenType.ROLLBACK, 828 "ROLLUP": TokenType.ROLLUP, 829 "ROW": TokenType.ROW, 830 "ROWS": TokenType.ROWS, 831 "SCHEMA": TokenType.SCHEMA, 832 "SELECT": TokenType.SELECT, 833 "SEMI": TokenType.SEMI, 834 "SET": TokenType.SET, 835 "SETTINGS": TokenType.SETTINGS, 836 "SHOW": TokenType.SHOW, 837 "SIMILAR TO": TokenType.SIMILAR_TO, 838 "SOME": TokenType.SOME, 839 "SORT BY": TokenType.SORT_BY, 840 "START WITH": TokenType.START_WITH, 841 "STRAIGHT_JOIN": TokenType.STRAIGHT_JOIN, 842 "TABLE": TokenType.TABLE, 843 "TABLESAMPLE": TokenType.TABLE_SAMPLE, 844 "TEMP": TokenType.TEMPORARY, 845 "TEMPORARY": TokenType.TEMPORARY, 846 "THEN": TokenType.THEN, 847 "TRUE": TokenType.TRUE, 848 "TRUNCATE": TokenType.TRUNCATE, 849 "UNION": TokenType.UNION, 850 "UNKNOWN": TokenType.UNKNOWN, 851 "UNNEST": TokenType.UNNEST, 852 "UNPIVOT": TokenType.UNPIVOT, 853 "UPDATE": TokenType.UPDATE, 854 "USE": TokenType.USE, 855 "USING": TokenType.USING, 856 "UUID": TokenType.UUID, 857 "VALUES": TokenType.VALUES, 858 "VIEW": TokenType.VIEW, 859 "VOLATILE": TokenType.VOLATILE, 860 "WHEN": TokenType.WHEN, 861 "WHERE": TokenType.WHERE, 862 "WINDOW": TokenType.WINDOW, 863 "WITH": TokenType.WITH, 864 "APPLY": TokenType.APPLY, 865 "ARRAY": TokenType.ARRAY, 866 "BIT": TokenType.BIT, 867 "BOOL": TokenType.BOOLEAN, 868 "BOOLEAN": TokenType.BOOLEAN, 869 "BYTE": TokenType.TINYINT, 870 "MEDIUMINT": TokenType.MEDIUMINT, 871 "INT1": TokenType.TINYINT, 872 "TINYINT": TokenType.TINYINT, 873 "INT16": TokenType.SMALLINT, 874 "SHORT": TokenType.SMALLINT, 875 "SMALLINT": TokenType.SMALLINT, 876 "HUGEINT": TokenType.INT128, 877 "UHUGEINT": TokenType.UINT128, 878 "INT2": TokenType.SMALLINT, 879 "INTEGER": TokenType.INT, 880 "INT": TokenType.INT, 881 "INT4": TokenType.INT, 882 "INT32": TokenType.INT, 883 "INT64": TokenType.BIGINT, 884 "INT128": TokenType.INT128, 885 "INT256": TokenType.INT256, 886 "LONG": TokenType.BIGINT, 887 "BIGINT": TokenType.BIGINT, 888 "INT8": TokenType.TINYINT, 889 "UINT": TokenType.UINT, 890 "UINT128": TokenType.UINT128, 891 "UINT256": TokenType.UINT256, 892 "DEC": TokenType.DECIMAL, 893 "DECIMAL": TokenType.DECIMAL, 894 "DECIMAL32": TokenType.DECIMAL32, 895 "DECIMAL64": TokenType.DECIMAL64, 896 "DECIMAL128": TokenType.DECIMAL128, 897 "DECIMAL256": TokenType.DECIMAL256, 898 "BIGDECIMAL": TokenType.BIGDECIMAL, 899 "BIGNUMERIC": TokenType.BIGDECIMAL, 900 "LIST": TokenType.LIST, 901 "MAP": TokenType.MAP, 902 "NULLABLE": TokenType.NULLABLE, 903 "NUMBER": TokenType.DECIMAL, 904 "NUMERIC": TokenType.DECIMAL, 905 "FIXED": TokenType.DECIMAL, 906 "REAL": TokenType.FLOAT, 907 "FLOAT": TokenType.FLOAT, 908 "FLOAT4": TokenType.FLOAT, 909 "FLOAT8": TokenType.DOUBLE, 910 "DOUBLE": TokenType.DOUBLE, 911 "DOUBLE PRECISION": TokenType.DOUBLE, 912 "JSON": TokenType.JSON, 913 "JSONB": TokenType.JSONB, 914 "CHAR": TokenType.CHAR, 915 "CHARACTER": TokenType.CHAR, 916 "CHAR VARYING": TokenType.VARCHAR, 917 "CHARACTER VARYING": TokenType.VARCHAR, 918 "NCHAR": TokenType.NCHAR, 919 "VARCHAR": TokenType.VARCHAR, 920 "VARCHAR2": TokenType.VARCHAR, 921 "NVARCHAR": TokenType.NVARCHAR, 922 "NVARCHAR2": TokenType.NVARCHAR, 923 "BPCHAR": TokenType.BPCHAR, 924 "STR": TokenType.TEXT, 925 "STRING": TokenType.TEXT, 926 "TEXT": TokenType.TEXT, 927 "LONGTEXT": TokenType.LONGTEXT, 928 "MEDIUMTEXT": TokenType.MEDIUMTEXT, 929 "TINYTEXT": TokenType.TINYTEXT, 930 "CLOB": TokenType.TEXT, 931 "LONGVARCHAR": TokenType.TEXT, 932 "BINARY": TokenType.BINARY, 933 "BLOB": TokenType.VARBINARY, 934 "LONGBLOB": TokenType.LONGBLOB, 935 "MEDIUMBLOB": TokenType.MEDIUMBLOB, 936 "TINYBLOB": TokenType.TINYBLOB, 937 "BYTEA": TokenType.VARBINARY, 938 "VARBINARY": TokenType.VARBINARY, 939 "TIME": TokenType.TIME, 940 "TIMETZ": TokenType.TIMETZ, 941 "TIMESTAMP": TokenType.TIMESTAMP, 942 "TIMESTAMPTZ": TokenType.TIMESTAMPTZ, 943 "TIMESTAMPLTZ": TokenType.TIMESTAMPLTZ, 944 "TIMESTAMP_LTZ": TokenType.TIMESTAMPLTZ, 945 "TIMESTAMPNTZ": TokenType.TIMESTAMPNTZ, 946 "TIMESTAMP_NTZ": TokenType.TIMESTAMPNTZ, 947 "DATE": TokenType.DATE, 948 "DATETIME": TokenType.DATETIME, 949 "INT4RANGE": TokenType.INT4RANGE, 950 "INT4MULTIRANGE": TokenType.INT4MULTIRANGE, 951 "INT8RANGE": TokenType.INT8RANGE, 952 "INT8MULTIRANGE": TokenType.INT8MULTIRANGE, 953 "NUMRANGE": TokenType.NUMRANGE, 954 "NUMMULTIRANGE": TokenType.NUMMULTIRANGE, 955 "TSRANGE": TokenType.TSRANGE, 956 "TSMULTIRANGE": TokenType.TSMULTIRANGE, 957 "TSTZRANGE": TokenType.TSTZRANGE, 958 "TSTZMULTIRANGE": TokenType.TSTZMULTIRANGE, 959 "DATERANGE": TokenType.DATERANGE, 960 "DATEMULTIRANGE": TokenType.DATEMULTIRANGE, 961 "UNIQUE": TokenType.UNIQUE, 962 "VECTOR": TokenType.VECTOR, 963 "STRUCT": TokenType.STRUCT, 964 "SEQUENCE": TokenType.SEQUENCE, 965 "VARIANT": TokenType.VARIANT, 966 "ALTER": TokenType.ALTER, 967 "ANALYZE": TokenType.ANALYZE, 968 "CALL": TokenType.COMMAND, 969 "COMMENT": TokenType.COMMENT, 970 "EXPLAIN": TokenType.COMMAND, 971 "GRANT": TokenType.GRANT, 972 "OPTIMIZE": TokenType.COMMAND, 973 "PREPARE": TokenType.COMMAND, 974 "VACUUM": TokenType.COMMAND, 975 "USER-DEFINED": TokenType.USERDEFINED, 976 "FOR VERSION": TokenType.VERSION_SNAPSHOT, 977 "FOR TIMESTAMP": TokenType.TIMESTAMP_SNAPSHOT, 978 } 979 980 WHITE_SPACE: t.Dict[t.Optional[str], TokenType] = { 981 " ": TokenType.SPACE, 982 "\t": TokenType.SPACE, 983 "\n": TokenType.BREAK, 984 "\r": TokenType.BREAK, 985 } 986 987 COMMANDS = { 988 TokenType.COMMAND, 989 TokenType.EXECUTE, 990 TokenType.FETCH, 991 TokenType.SHOW, 992 TokenType.RENAME, 993 } 994 995 COMMAND_PREFIX_TOKENS = {TokenType.SEMICOLON, TokenType.BEGIN} 996 997 # Handle numeric literals like in hive (3L = BIGINT) 998 NUMERIC_LITERALS: t.Dict[str, str] = {} 999 1000 COMMENTS = ["--", ("/*", "*/")] 1001 1002 __slots__ = ( 1003 "sql", 1004 "size", 1005 "tokens", 1006 "dialect", 1007 "use_rs_tokenizer", 1008 "_start", 1009 "_current", 1010 "_line", 1011 "_col", 1012 "_comments", 1013 "_char", 1014 "_end", 1015 "_peek", 1016 "_prev_token_line", 1017 "_rs_dialect_settings", 1018 ) 1019 1020 def __init__( 1021 self, 1022 dialect: DialectType = None, 1023 use_rs_tokenizer: t.Optional[bool] = None, 1024 **opts: t.Any, 1025 ) -> None: 1026 from sqlglot.dialects import Dialect 1027 1028 self.dialect = Dialect.get_or_raise(dialect) 1029 1030 # initialize `use_rs_tokenizer`, and allow it to be overwritten per Tokenizer instance 1031 self.use_rs_tokenizer = ( 1032 use_rs_tokenizer if use_rs_tokenizer is not None else USE_RS_TOKENIZER 1033 ) 1034 1035 if self.use_rs_tokenizer: 1036 self._rs_dialect_settings = RsTokenizerDialectSettings( 1037 unescaped_sequences=self.dialect.UNESCAPED_SEQUENCES, 1038 identifiers_can_start_with_digit=self.dialect.IDENTIFIERS_CAN_START_WITH_DIGIT, 1039 numbers_can_be_underscore_separated=self.dialect.NUMBERS_CAN_BE_UNDERSCORE_SEPARATED, 1040 ) 1041 1042 self.reset() 1043 1044 def reset(self) -> None: 1045 self.sql = "" 1046 self.size = 0 1047 self.tokens: t.List[Token] = [] 1048 self._start = 0 1049 self._current = 0 1050 self._line = 1 1051 self._col = 0 1052 self._comments: t.List[str] = [] 1053 1054 self._char = "" 1055 self._end = False 1056 self._peek = "" 1057 self._prev_token_line = -1 1058 1059 def tokenize(self, sql: str) -> t.List[Token]: 1060 """Returns a list of tokens corresponding to the SQL string `sql`.""" 1061 if self.use_rs_tokenizer: 1062 return self.tokenize_rs(sql) 1063 1064 self.reset() 1065 self.sql = sql 1066 self.size = len(sql) 1067 1068 try: 1069 self._scan() 1070 except Exception as e: 1071 start = max(self._current - 50, 0) 1072 end = min(self._current + 50, self.size - 1) 1073 context = self.sql[start:end] 1074 raise TokenError(f"Error tokenizing '{context}'") from e 1075 1076 return self.tokens 1077 1078 def _scan(self, until: t.Optional[t.Callable] = None) -> None: 1079 while self.size and not self._end: 1080 current = self._current 1081 1082 # Skip spaces here rather than iteratively calling advance() for performance reasons 1083 while current < self.size: 1084 char = self.sql[current] 1085 1086 if char.isspace() and (char == " " or char == "\t"): 1087 current += 1 1088 else: 1089 break 1090 1091 offset = current - self._current if current > self._current else 1 1092 1093 self._start = current 1094 self._advance(offset) 1095 1096 if not self._char.isspace(): 1097 if self._char.isdigit(): 1098 self._scan_number() 1099 elif self._char in self._IDENTIFIERS: 1100 self._scan_identifier(self._IDENTIFIERS[self._char]) 1101 else: 1102 self._scan_keywords() 1103 1104 if until and until(): 1105 break 1106 1107 if self.tokens and self._comments: 1108 self.tokens[-1].comments.extend(self._comments) 1109 1110 def _chars(self, size: int) -> str: 1111 if size == 1: 1112 return self._char 1113 1114 start = self._current - 1 1115 end = start + size 1116 1117 return self.sql[start:end] if end <= self.size else "" 1118 1119 def _advance(self, i: int = 1, alnum: bool = False) -> None: 1120 if self.WHITE_SPACE.get(self._char) is TokenType.BREAK: 1121 # Ensures we don't count an extra line if we get a \r\n line break sequence 1122 if not (self._char == "\r" and self._peek == "\n"): 1123 self._col = i 1124 self._line += 1 1125 else: 1126 self._col += i 1127 1128 self._current += i 1129 self._end = self._current >= self.size 1130 self._char = self.sql[self._current - 1] 1131 self._peek = "" if self._end else self.sql[self._current] 1132 1133 if alnum and self._char.isalnum(): 1134 # Here we use local variables instead of attributes for better performance 1135 _col = self._col 1136 _current = self._current 1137 _end = self._end 1138 _peek = self._peek 1139 1140 while _peek.isalnum(): 1141 _col += 1 1142 _current += 1 1143 _end = _current >= self.size 1144 _peek = "" if _end else self.sql[_current] 1145 1146 self._col = _col 1147 self._current = _current 1148 self._end = _end 1149 self._peek = _peek 1150 self._char = self.sql[_current - 1] 1151 1152 @property 1153 def _text(self) -> str: 1154 return self.sql[self._start : self._current] 1155 1156 def _add(self, token_type: TokenType, text: t.Optional[str] = None) -> None: 1157 self._prev_token_line = self._line 1158 1159 if self._comments and token_type == TokenType.SEMICOLON and self.tokens: 1160 self.tokens[-1].comments.extend(self._comments) 1161 self._comments = [] 1162 1163 self.tokens.append( 1164 Token( 1165 token_type, 1166 text=self._text if text is None else text, 1167 line=self._line, 1168 col=self._col, 1169 start=self._start, 1170 end=self._current - 1, 1171 comments=self._comments, 1172 ) 1173 ) 1174 self._comments = [] 1175 1176 # If we have either a semicolon or a begin token before the command's token, we'll parse 1177 # whatever follows the command's token as a string 1178 if ( 1179 token_type in self.COMMANDS 1180 and self._peek != ";" 1181 and (len(self.tokens) == 1 or self.tokens[-2].token_type in self.COMMAND_PREFIX_TOKENS) 1182 ): 1183 start = self._current 1184 tokens = len(self.tokens) 1185 self._scan(lambda: self._peek == ";") 1186 self.tokens = self.tokens[:tokens] 1187 text = self.sql[start : self._current].strip() 1188 if text: 1189 self._add(TokenType.STRING, text) 1190 1191 def _scan_keywords(self) -> None: 1192 size = 0 1193 word = None 1194 chars = self._text 1195 char = chars 1196 prev_space = False 1197 skip = False 1198 trie = self._KEYWORD_TRIE 1199 single_token = char in self.SINGLE_TOKENS 1200 1201 while chars: 1202 if skip: 1203 result = TrieResult.PREFIX 1204 else: 1205 result, trie = in_trie(trie, char.upper()) 1206 1207 if result == TrieResult.FAILED: 1208 break 1209 if result == TrieResult.EXISTS: 1210 word = chars 1211 1212 end = self._current + size 1213 size += 1 1214 1215 if end < self.size: 1216 char = self.sql[end] 1217 single_token = single_token or char in self.SINGLE_TOKENS 1218 is_space = char.isspace() 1219 1220 if not is_space or not prev_space: 1221 if is_space: 1222 char = " " 1223 chars += char 1224 prev_space = is_space 1225 skip = False 1226 else: 1227 skip = True 1228 else: 1229 char = "" 1230 break 1231 1232 if word: 1233 if self._scan_string(word): 1234 return 1235 if self._scan_comment(word): 1236 return 1237 if prev_space or single_token or not char: 1238 self._advance(size - 1) 1239 word = word.upper() 1240 self._add(self.KEYWORDS[word], text=word) 1241 return 1242 1243 if self._char in self.SINGLE_TOKENS: 1244 self._add(self.SINGLE_TOKENS[self._char], text=self._char) 1245 return 1246 1247 self._scan_var() 1248 1249 def _scan_comment(self, comment_start: str) -> bool: 1250 if comment_start not in self._COMMENTS: 1251 return False 1252 1253 comment_start_line = self._line 1254 comment_start_size = len(comment_start) 1255 comment_end = self._COMMENTS[comment_start] 1256 1257 if comment_end: 1258 # Skip the comment's start delimiter 1259 self._advance(comment_start_size) 1260 1261 comment_count = 1 1262 comment_end_size = len(comment_end) 1263 1264 while not self._end: 1265 if self._chars(comment_end_size) == comment_end: 1266 comment_count -= 1 1267 if not comment_count: 1268 break 1269 1270 self._advance(alnum=True) 1271 1272 # Nested comments are allowed by some dialects, e.g. databricks, duckdb, postgres 1273 if ( 1274 self.NESTED_COMMENTS 1275 and not self._end 1276 and self._chars(comment_end_size) == comment_start 1277 ): 1278 self._advance(comment_start_size) 1279 comment_count += 1 1280 1281 self._comments.append(self._text[comment_start_size : -comment_end_size + 1]) 1282 self._advance(comment_end_size - 1) 1283 else: 1284 while not self._end and self.WHITE_SPACE.get(self._peek) is not TokenType.BREAK: 1285 self._advance(alnum=True) 1286 self._comments.append(self._text[comment_start_size:]) 1287 1288 if ( 1289 comment_start == self.HINT_START 1290 and self.tokens 1291 and self.tokens[-1].token_type in self.TOKENS_PRECEDING_HINT 1292 ): 1293 self._add(TokenType.HINT) 1294 1295 # Leading comment is attached to the succeeding token, whilst trailing comment to the preceding. 1296 # Multiple consecutive comments are preserved by appending them to the current comments list. 1297 if comment_start_line == self._prev_token_line: 1298 self.tokens[-1].comments.extend(self._comments) 1299 self._comments = [] 1300 self._prev_token_line = self._line 1301 1302 return True 1303 1304 def _scan_number(self) -> None: 1305 if self._char == "0": 1306 peek = self._peek.upper() 1307 if peek == "B": 1308 return self._scan_bits() if self.BIT_STRINGS else self._add(TokenType.NUMBER) 1309 elif peek == "X": 1310 return self._scan_hex() if self.HEX_STRINGS else self._add(TokenType.NUMBER) 1311 1312 decimal = False 1313 scientific = 0 1314 1315 while True: 1316 if self._peek.isdigit(): 1317 self._advance() 1318 elif self._peek == "." and not decimal: 1319 if self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER: 1320 return self._add(TokenType.NUMBER) 1321 decimal = True 1322 self._advance() 1323 elif self._peek in ("-", "+") and scientific == 1: 1324 scientific += 1 1325 self._advance() 1326 elif self._peek.upper() == "E" and not scientific: 1327 scientific += 1 1328 self._advance() 1329 elif self._peek.isidentifier(): 1330 number_text = self._text 1331 literal = "" 1332 1333 while self._peek.strip() and self._peek not in self.SINGLE_TOKENS: 1334 literal += self._peek 1335 self._advance() 1336 1337 token_type = self.KEYWORDS.get(self.NUMERIC_LITERALS.get(literal.upper(), "")) 1338 1339 if token_type: 1340 self._add(TokenType.NUMBER, number_text) 1341 self._add(TokenType.DCOLON, "::") 1342 return self._add(token_type, literal) 1343 else: 1344 replaced = literal.replace("_", "") 1345 if self.dialect.NUMBERS_CAN_BE_UNDERSCORE_SEPARATED and replaced.isdigit(): 1346 return self._add(TokenType.NUMBER, number_text + replaced) 1347 if self.dialect.IDENTIFIERS_CAN_START_WITH_DIGIT: 1348 return self._add(TokenType.VAR) 1349 1350 self._advance(-len(literal)) 1351 return self._add(TokenType.NUMBER, number_text) 1352 else: 1353 return self._add(TokenType.NUMBER) 1354 1355 def _scan_bits(self) -> None: 1356 self._advance() 1357 value = self._extract_value() 1358 try: 1359 # If `value` can't be converted to a binary, fallback to tokenizing it as an identifier 1360 int(value, 2) 1361 self._add(TokenType.BIT_STRING, value[2:]) # Drop the 0b 1362 except ValueError: 1363 self._add(TokenType.IDENTIFIER) 1364 1365 def _scan_hex(self) -> None: 1366 self._advance() 1367 value = self._extract_value() 1368 try: 1369 # If `value` can't be converted to a hex, fallback to tokenizing it as an identifier 1370 int(value, 16) 1371 self._add(TokenType.HEX_STRING, value[2:]) # Drop the 0x 1372 except ValueError: 1373 self._add(TokenType.IDENTIFIER) 1374 1375 def _extract_value(self) -> str: 1376 while True: 1377 char = self._peek.strip() 1378 if char and char not in self.SINGLE_TOKENS: 1379 self._advance(alnum=True) 1380 else: 1381 break 1382 1383 return self._text 1384 1385 def _scan_string(self, start: str) -> bool: 1386 base = None 1387 token_type = TokenType.STRING 1388 1389 if start in self._QUOTES: 1390 end = self._QUOTES[start] 1391 elif start in self._FORMAT_STRINGS: 1392 end, token_type = self._FORMAT_STRINGS[start] 1393 1394 if token_type == TokenType.HEX_STRING: 1395 base = 16 1396 elif token_type == TokenType.BIT_STRING: 1397 base = 2 1398 elif token_type == TokenType.HEREDOC_STRING: 1399 self._advance() 1400 1401 if self._char == end: 1402 tag = "" 1403 else: 1404 tag = self._extract_string( 1405 end, 1406 raw_string=True, 1407 raise_unmatched=not self.HEREDOC_TAG_IS_IDENTIFIER, 1408 ) 1409 1410 if tag and self.HEREDOC_TAG_IS_IDENTIFIER and (self._end or not tag.isidentifier()): 1411 if not self._end: 1412 self._advance(-1) 1413 1414 self._advance(-len(tag)) 1415 self._add(self.HEREDOC_STRING_ALTERNATIVE) 1416 return True 1417 1418 end = f"{start}{tag}{end}" 1419 else: 1420 return False 1421 1422 self._advance(len(start)) 1423 text = self._extract_string(end, raw_string=token_type == TokenType.RAW_STRING) 1424 1425 if base: 1426 try: 1427 int(text, base) 1428 except Exception: 1429 raise TokenError( 1430 f"Numeric string contains invalid characters from {self._line}:{self._start}" 1431 ) 1432 1433 self._add(token_type, text) 1434 return True 1435 1436 def _scan_identifier(self, identifier_end: str) -> None: 1437 self._advance() 1438 text = self._extract_string( 1439 identifier_end, escapes=self._IDENTIFIER_ESCAPES | {identifier_end} 1440 ) 1441 self._add(TokenType.IDENTIFIER, text) 1442 1443 def _scan_var(self) -> None: 1444 while True: 1445 char = self._peek.strip() 1446 if char and (char in self.VAR_SINGLE_TOKENS or char not in self.SINGLE_TOKENS): 1447 self._advance(alnum=True) 1448 else: 1449 break 1450 1451 self._add( 1452 TokenType.VAR 1453 if self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER 1454 else self.KEYWORDS.get(self._text.upper(), TokenType.VAR) 1455 ) 1456 1457 def _extract_string( 1458 self, 1459 delimiter: str, 1460 escapes: t.Optional[t.Set[str]] = None, 1461 raw_string: bool = False, 1462 raise_unmatched: bool = True, 1463 ) -> str: 1464 text = "" 1465 delim_size = len(delimiter) 1466 escapes = self._STRING_ESCAPES if escapes is None else escapes 1467 1468 while True: 1469 if ( 1470 not raw_string 1471 and self.dialect.UNESCAPED_SEQUENCES 1472 and self._peek 1473 and self._char in self.STRING_ESCAPES 1474 ): 1475 unescaped_sequence = self.dialect.UNESCAPED_SEQUENCES.get(self._char + self._peek) 1476 if unescaped_sequence: 1477 self._advance(2) 1478 text += unescaped_sequence 1479 continue 1480 if ( 1481 (self.STRING_ESCAPES_ALLOWED_IN_RAW_STRINGS or not raw_string) 1482 and self._char in escapes 1483 and (self._peek == delimiter or self._peek in escapes) 1484 and (self._char not in self._QUOTES or self._char == self._peek) 1485 ): 1486 if self._peek == delimiter: 1487 text += self._peek 1488 else: 1489 text += self._char + self._peek 1490 1491 if self._current + 1 < self.size: 1492 self._advance(2) 1493 else: 1494 raise TokenError(f"Missing {delimiter} from {self._line}:{self._current}") 1495 else: 1496 if self._chars(delim_size) == delimiter: 1497 if delim_size > 1: 1498 self._advance(delim_size - 1) 1499 break 1500 1501 if self._end: 1502 if not raise_unmatched: 1503 return text + self._char 1504 1505 raise TokenError(f"Missing {delimiter} from {self._line}:{self._start}") 1506 1507 current = self._current - 1 1508 self._advance(alnum=True) 1509 text += self.sql[current : self._current - 1] 1510 1511 return text 1512 1513 def tokenize_rs(self, sql: str) -> t.List[Token]: 1514 if not self._RS_TOKENIZER: 1515 raise SqlglotError("Rust tokenizer is not available") 1516 1517 tokens, error_msg = self._RS_TOKENIZER.tokenize(sql, self._rs_dialect_settings) 1518 for token in tokens: 1519 token.token_type = _ALL_TOKEN_TYPES[token.token_type_index] 1520 1521 # Setting this here so partial token lists can be inspected even if there is a failure 1522 self.tokens = tokens 1523 1524 if error_msg is not None: 1525 raise TokenError(error_msg) 1526 1527 return tokens
Tokenizer( dialect: Union[str, sqlglot.dialects.Dialect, Type[sqlglot.dialects.Dialect], NoneType] = None, use_rs_tokenizer: Optional[bool] = None, **opts: Any)
1020 def __init__( 1021 self, 1022 dialect: DialectType = None, 1023 use_rs_tokenizer: t.Optional[bool] = None, 1024 **opts: t.Any, 1025 ) -> None: 1026 from sqlglot.dialects import Dialect 1027 1028 self.dialect = Dialect.get_or_raise(dialect) 1029 1030 # initialize `use_rs_tokenizer`, and allow it to be overwritten per Tokenizer instance 1031 self.use_rs_tokenizer = ( 1032 use_rs_tokenizer if use_rs_tokenizer is not None else USE_RS_TOKENIZER 1033 ) 1034 1035 if self.use_rs_tokenizer: 1036 self._rs_dialect_settings = RsTokenizerDialectSettings( 1037 unescaped_sequences=self.dialect.UNESCAPED_SEQUENCES, 1038 identifiers_can_start_with_digit=self.dialect.IDENTIFIERS_CAN_START_WITH_DIGIT, 1039 numbers_can_be_underscore_separated=self.dialect.NUMBERS_CAN_BE_UNDERSCORE_SEPARATED, 1040 ) 1041 1042 self.reset()
SINGLE_TOKENS =
{'(': <TokenType.L_PAREN: 'L_PAREN'>, ')': <TokenType.R_PAREN: 'R_PAREN'>, '[': <TokenType.L_BRACKET: 'L_BRACKET'>, ']': <TokenType.R_BRACKET: 'R_BRACKET'>, '{': <TokenType.L_BRACE: 'L_BRACE'>, '}': <TokenType.R_BRACE: 'R_BRACE'>, '&': <TokenType.AMP: 'AMP'>, '^': <TokenType.CARET: 'CARET'>, ':': <TokenType.COLON: 'COLON'>, ',': <TokenType.COMMA: 'COMMA'>, '.': <TokenType.DOT: 'DOT'>, '-': <TokenType.DASH: 'DASH'>, '=': <TokenType.EQ: 'EQ'>, '>': <TokenType.GT: 'GT'>, '<': <TokenType.LT: 'LT'>, '%': <TokenType.MOD: 'MOD'>, '!': <TokenType.NOT: 'NOT'>, '|': <TokenType.PIPE: 'PIPE'>, '+': <TokenType.PLUS: 'PLUS'>, ';': <TokenType.SEMICOLON: 'SEMICOLON'>, '/': <TokenType.SLASH: 'SLASH'>, '\\': <TokenType.BACKSLASH: 'BACKSLASH'>, '*': <TokenType.STAR: 'STAR'>, '~': <TokenType.TILDA: 'TILDA'>, '?': <TokenType.PLACEHOLDER: 'PLACEHOLDER'>, '@': <TokenType.PARAMETER: 'PARAMETER'>, '#': <TokenType.HASH: 'HASH'>, "'": <TokenType.UNKNOWN: 'UNKNOWN'>, '`': <TokenType.UNKNOWN: 'UNKNOWN'>, '"': <TokenType.UNKNOWN: 'UNKNOWN'>}
HEREDOC_STRING_ALTERNATIVE =
<TokenType.VAR: 'VAR'>
TOKENS_PRECEDING_HINT =
{<TokenType.SELECT: 'SELECT'>, <TokenType.UPDATE: 'UPDATE'>, <TokenType.DELETE: 'DELETE'>, <TokenType.INSERT: 'INSERT'>}
KEYWORDS: Dict[str, TokenType] =
{'{%': <TokenType.BLOCK_START: 'BLOCK_START'>, '{%+': <TokenType.BLOCK_START: 'BLOCK_START'>, '{%-': <TokenType.BLOCK_START: 'BLOCK_START'>, '%}': <TokenType.BLOCK_END: 'BLOCK_END'>, '+%}': <TokenType.BLOCK_END: 'BLOCK_END'>, '-%}': <TokenType.BLOCK_END: 'BLOCK_END'>, '{{+': <TokenType.BLOCK_START: 'BLOCK_START'>, '{{-': <TokenType.BLOCK_START: 'BLOCK_START'>, '+}}': <TokenType.BLOCK_END: 'BLOCK_END'>, '-}}': <TokenType.BLOCK_END: 'BLOCK_END'>, '/*+': <TokenType.HINT: 'HINT'>, '==': <TokenType.EQ: 'EQ'>, '::': <TokenType.DCOLON: 'DCOLON'>, '||': <TokenType.DPIPE: 'DPIPE'>, '|>': <TokenType.PIPE_GT: 'PIPE_GT'>, '>=': <TokenType.GTE: 'GTE'>, '<=': <TokenType.LTE: 'LTE'>, '<>': <TokenType.NEQ: 'NEQ'>, '!=': <TokenType.NEQ: 'NEQ'>, ':=': <TokenType.COLON_EQ: 'COLON_EQ'>, '<=>': <TokenType.NULLSAFE_EQ: 'NULLSAFE_EQ'>, '->': <TokenType.ARROW: 'ARROW'>, '->>': <TokenType.DARROW: 'DARROW'>, '=>': <TokenType.FARROW: 'FARROW'>, '#>': <TokenType.HASH_ARROW: 'HASH_ARROW'>, '#>>': <TokenType.DHASH_ARROW: 'DHASH_ARROW'>, '<->': <TokenType.LR_ARROW: 'LR_ARROW'>, '&&': <TokenType.DAMP: 'DAMP'>, '??': <TokenType.DQMARK: 'DQMARK'>, '~~~': <TokenType.GLOB: 'GLOB'>, '~~': <TokenType.LIKE: 'LIKE'>, '~~*': <TokenType.ILIKE: 'ILIKE'>, '~*': <TokenType.IRLIKE: 'IRLIKE'>, 'ALL': <TokenType.ALL: 'ALL'>, 'ALWAYS': <TokenType.ALWAYS: 'ALWAYS'>, 'AND': <TokenType.AND: 'AND'>, 'ANTI': <TokenType.ANTI: 'ANTI'>, 'ANY': <TokenType.ANY: 'ANY'>, 'ASC': <TokenType.ASC: 'ASC'>, 'AS': <TokenType.ALIAS: 'ALIAS'>, 'ASOF': <TokenType.ASOF: 'ASOF'>, 'AUTOINCREMENT': <TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>, 'AUTO_INCREMENT': <TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>, 'BEGIN': <TokenType.BEGIN: 'BEGIN'>, 'BETWEEN': <TokenType.BETWEEN: 'BETWEEN'>, 'CACHE': <TokenType.CACHE: 'CACHE'>, 'UNCACHE': <TokenType.UNCACHE: 'UNCACHE'>, 'CASE': <TokenType.CASE: 'CASE'>, 'CHARACTER SET': <TokenType.CHARACTER_SET: 'CHARACTER_SET'>, 'CLUSTER BY': <TokenType.CLUSTER_BY: 'CLUSTER_BY'>, 'COLLATE': <TokenType.COLLATE: 'COLLATE'>, 'COLUMN': <TokenType.COLUMN: 'COLUMN'>, 'COMMIT': <TokenType.COMMIT: 'COMMIT'>, 'CONNECT BY': <TokenType.CONNECT_BY: 'CONNECT_BY'>, 'CONSTRAINT': <TokenType.CONSTRAINT: 'CONSTRAINT'>, 'COPY': <TokenType.COPY: 'COPY'>, 'CREATE': <TokenType.CREATE: 'CREATE'>, 'CROSS': <TokenType.CROSS: 'CROSS'>, 'CUBE': <TokenType.CUBE: 'CUBE'>, 'CURRENT_DATE': <TokenType.CURRENT_DATE: 'CURRENT_DATE'>, 'CURRENT_SCHEMA': <TokenType.CURRENT_SCHEMA: 'CURRENT_SCHEMA'>, 'CURRENT_TIME': <TokenType.CURRENT_TIME: 'CURRENT_TIME'>, 'CURRENT_TIMESTAMP': <TokenType.CURRENT_TIMESTAMP: 'CURRENT_TIMESTAMP'>, 'CURRENT_USER': <TokenType.CURRENT_USER: 'CURRENT_USER'>, 'DATABASE': <TokenType.DATABASE: 'DATABASE'>, 'DEFAULT': <TokenType.DEFAULT: 'DEFAULT'>, 'DELETE': <TokenType.DELETE: 'DELETE'>, 'DESC': <TokenType.DESC: 'DESC'>, 'DESCRIBE': <TokenType.DESCRIBE: 'DESCRIBE'>, 'DISTINCT': <TokenType.DISTINCT: 'DISTINCT'>, 'DISTRIBUTE BY': <TokenType.DISTRIBUTE_BY: 'DISTRIBUTE_BY'>, 'DIV': <TokenType.DIV: 'DIV'>, 'DROP': <TokenType.DROP: 'DROP'>, 'ELSE': <TokenType.ELSE: 'ELSE'>, 'END': <TokenType.END: 'END'>, 'ENUM': <TokenType.ENUM: 'ENUM'>, 'ESCAPE': <TokenType.ESCAPE: 'ESCAPE'>, 'EXCEPT': <TokenType.EXCEPT: 'EXCEPT'>, 'EXECUTE': <TokenType.EXECUTE: 'EXECUTE'>, 'EXISTS': <TokenType.EXISTS: 'EXISTS'>, 'FALSE': <TokenType.FALSE: 'FALSE'>, 'FETCH': <TokenType.FETCH: 'FETCH'>, 'FILTER': <TokenType.FILTER: 'FILTER'>, 'FIRST': <TokenType.FIRST: 'FIRST'>, 'FULL': <TokenType.FULL: 'FULL'>, 'FUNCTION': <TokenType.FUNCTION: 'FUNCTION'>, 'FOR': <TokenType.FOR: 'FOR'>, 'FOREIGN KEY': <TokenType.FOREIGN_KEY: 'FOREIGN_KEY'>, 'FORMAT': <TokenType.FORMAT: 'FORMAT'>, 'FROM': <TokenType.FROM: 'FROM'>, 'GEOGRAPHY': <TokenType.GEOGRAPHY: 'GEOGRAPHY'>, 'GEOMETRY': <TokenType.GEOMETRY: 'GEOMETRY'>, 'GLOB': <TokenType.GLOB: 'GLOB'>, 'GROUP BY': <TokenType.GROUP_BY: 'GROUP_BY'>, 'GROUPING SETS': <TokenType.GROUPING_SETS: 'GROUPING_SETS'>, 'HAVING': <TokenType.HAVING: 'HAVING'>, 'ILIKE': <TokenType.ILIKE: 'ILIKE'>, 'IN': <TokenType.IN: 'IN'>, 'INDEX': <TokenType.INDEX: 'INDEX'>, 'INET': <TokenType.INET: 'INET'>, 'INNER': <TokenType.INNER: 'INNER'>, 'INSERT': <TokenType.INSERT: 'INSERT'>, 'INTERVAL': <TokenType.INTERVAL: 'INTERVAL'>, 'INTERSECT': <TokenType.INTERSECT: 'INTERSECT'>, 'INTO': <TokenType.INTO: 'INTO'>, 'IS': <TokenType.IS: 'IS'>, 'ISNULL': <TokenType.ISNULL: 'ISNULL'>, 'JOIN': <TokenType.JOIN: 'JOIN'>, 'KEEP': <TokenType.KEEP: 'KEEP'>, 'KILL': <TokenType.KILL: 'KILL'>, 'LATERAL': <TokenType.LATERAL: 'LATERAL'>, 'LEFT': <TokenType.LEFT: 'LEFT'>, 'LIKE': <TokenType.LIKE: 'LIKE'>, 'LIMIT': <TokenType.LIMIT: 'LIMIT'>, 'LOAD': <TokenType.LOAD: 'LOAD'>, 'LOCK': <TokenType.LOCK: 'LOCK'>, 'MERGE': <TokenType.MERGE: 'MERGE'>, 'NAMESPACE': <TokenType.NAMESPACE: 'NAMESPACE'>, 'NATURAL': <TokenType.NATURAL: 'NATURAL'>, 'NEXT': <TokenType.NEXT: 'NEXT'>, 'NOT': <TokenType.NOT: 'NOT'>, 'NOTNULL': <TokenType.NOTNULL: 'NOTNULL'>, 'NULL': <TokenType.NULL: 'NULL'>, 'OBJECT': <TokenType.OBJECT: 'OBJECT'>, 'OFFSET': <TokenType.OFFSET: 'OFFSET'>, 'ON': <TokenType.ON: 'ON'>, 'OR': <TokenType.OR: 'OR'>, 'XOR': <TokenType.XOR: 'XOR'>, 'ORDER BY': <TokenType.ORDER_BY: 'ORDER_BY'>, 'ORDINALITY': <TokenType.ORDINALITY: 'ORDINALITY'>, 'OUTER': <TokenType.OUTER: 'OUTER'>, 'OVER': <TokenType.OVER: 'OVER'>, 'OVERLAPS': <TokenType.OVERLAPS: 'OVERLAPS'>, 'OVERWRITE': <TokenType.OVERWRITE: 'OVERWRITE'>, 'PARTITION': <TokenType.PARTITION: 'PARTITION'>, 'PARTITION BY': <TokenType.PARTITION_BY: 'PARTITION_BY'>, 'PARTITIONED BY': <TokenType.PARTITION_BY: 'PARTITION_BY'>, 'PARTITIONED_BY': <TokenType.PARTITION_BY: 'PARTITION_BY'>, 'PERCENT': <TokenType.PERCENT: 'PERCENT'>, 'PIVOT': <TokenType.PIVOT: 'PIVOT'>, 'PRAGMA': <TokenType.PRAGMA: 'PRAGMA'>, 'PRIMARY KEY': <TokenType.PRIMARY_KEY: 'PRIMARY_KEY'>, 'PROCEDURE': <TokenType.PROCEDURE: 'PROCEDURE'>, 'QUALIFY': <TokenType.QUALIFY: 'QUALIFY'>, 'RANGE': <TokenType.RANGE: 'RANGE'>, 'RECURSIVE': <TokenType.RECURSIVE: 'RECURSIVE'>, 'REGEXP': <TokenType.RLIKE: 'RLIKE'>, 'RENAME': <TokenType.RENAME: 'RENAME'>, 'REPLACE': <TokenType.REPLACE: 'REPLACE'>, 'RETURNING': <TokenType.RETURNING: 'RETURNING'>, 'REFERENCES': <TokenType.REFERENCES: 'REFERENCES'>, 'RIGHT': <TokenType.RIGHT: 'RIGHT'>, 'RLIKE': <TokenType.RLIKE: 'RLIKE'>, 'ROLLBACK': <TokenType.ROLLBACK: 'ROLLBACK'>, 'ROLLUP': <TokenType.ROLLUP: 'ROLLUP'>, 'ROW': <TokenType.ROW: 'ROW'>, 'ROWS': <TokenType.ROWS: 'ROWS'>, 'SCHEMA': <TokenType.SCHEMA: 'SCHEMA'>, 'SELECT': <TokenType.SELECT: 'SELECT'>, 'SEMI': <TokenType.SEMI: 'SEMI'>, 'SET': <TokenType.SET: 'SET'>, 'SETTINGS': <TokenType.SETTINGS: 'SETTINGS'>, 'SHOW': <TokenType.SHOW: 'SHOW'>, 'SIMILAR TO': <TokenType.SIMILAR_TO: 'SIMILAR_TO'>, 'SOME': <TokenType.SOME: 'SOME'>, 'SORT BY': <TokenType.SORT_BY: 'SORT_BY'>, 'START WITH': <TokenType.START_WITH: 'START_WITH'>, 'STRAIGHT_JOIN': <TokenType.STRAIGHT_JOIN: 'STRAIGHT_JOIN'>, 'TABLE': <TokenType.TABLE: 'TABLE'>, 'TABLESAMPLE': <TokenType.TABLE_SAMPLE: 'TABLE_SAMPLE'>, 'TEMP': <TokenType.TEMPORARY: 'TEMPORARY'>, 'TEMPORARY': <TokenType.TEMPORARY: 'TEMPORARY'>, 'THEN': <TokenType.THEN: 'THEN'>, 'TRUE': <TokenType.TRUE: 'TRUE'>, 'TRUNCATE': <TokenType.TRUNCATE: 'TRUNCATE'>, 'UNION': <TokenType.UNION: 'UNION'>, 'UNKNOWN': <TokenType.UNKNOWN: 'UNKNOWN'>, 'UNNEST': <TokenType.UNNEST: 'UNNEST'>, 'UNPIVOT': <TokenType.UNPIVOT: 'UNPIVOT'>, 'UPDATE': <TokenType.UPDATE: 'UPDATE'>, 'USE': <TokenType.USE: 'USE'>, 'USING': <TokenType.USING: 'USING'>, 'UUID': <TokenType.UUID: 'UUID'>, 'VALUES': <TokenType.VALUES: 'VALUES'>, 'VIEW': <TokenType.VIEW: 'VIEW'>, 'VOLATILE': <TokenType.VOLATILE: 'VOLATILE'>, 'WHEN': <TokenType.WHEN: 'WHEN'>, 'WHERE': <TokenType.WHERE: 'WHERE'>, 'WINDOW': <TokenType.WINDOW: 'WINDOW'>, 'WITH': <TokenType.WITH: 'WITH'>, 'APPLY': <TokenType.APPLY: 'APPLY'>, 'ARRAY': <TokenType.ARRAY: 'ARRAY'>, 'BIT': <TokenType.BIT: 'BIT'>, 'BOOL': <TokenType.BOOLEAN: 'BOOLEAN'>, 'BOOLEAN': <TokenType.BOOLEAN: 'BOOLEAN'>, 'BYTE': <TokenType.TINYINT: 'TINYINT'>, 'MEDIUMINT': <TokenType.MEDIUMINT: 'MEDIUMINT'>, 'INT1': <TokenType.TINYINT: 'TINYINT'>, 'TINYINT': <TokenType.TINYINT: 'TINYINT'>, 'INT16': <TokenType.SMALLINT: 'SMALLINT'>, 'SHORT': <TokenType.SMALLINT: 'SMALLINT'>, 'SMALLINT': <TokenType.SMALLINT: 'SMALLINT'>, 'HUGEINT': <TokenType.INT128: 'INT128'>, 'UHUGEINT': <TokenType.UINT128: 'UINT128'>, 'INT2': <TokenType.SMALLINT: 'SMALLINT'>, 'INTEGER': <TokenType.INT: 'INT'>, 'INT': <TokenType.INT: 'INT'>, 'INT4': <TokenType.INT: 'INT'>, 'INT32': <TokenType.INT: 'INT'>, 'INT64': <TokenType.BIGINT: 'BIGINT'>, 'INT128': <TokenType.INT128: 'INT128'>, 'INT256': <TokenType.INT256: 'INT256'>, 'LONG': <TokenType.BIGINT: 'BIGINT'>, 'BIGINT': <TokenType.BIGINT: 'BIGINT'>, 'INT8': <TokenType.TINYINT: 'TINYINT'>, 'UINT': <TokenType.UINT: 'UINT'>, 'UINT128': <TokenType.UINT128: 'UINT128'>, 'UINT256': <TokenType.UINT256: 'UINT256'>, 'DEC': <TokenType.DECIMAL: 'DECIMAL'>, 'DECIMAL': <TokenType.DECIMAL: 'DECIMAL'>, 'DECIMAL32': <TokenType.DECIMAL32: 'DECIMAL32'>, 'DECIMAL64': <TokenType.DECIMAL64: 'DECIMAL64'>, 'DECIMAL128': <TokenType.DECIMAL128: 'DECIMAL128'>, 'DECIMAL256': <TokenType.DECIMAL256: 'DECIMAL256'>, 'BIGDECIMAL': <TokenType.BIGDECIMAL: 'BIGDECIMAL'>, 'BIGNUMERIC': <TokenType.BIGDECIMAL: 'BIGDECIMAL'>, 'LIST': <TokenType.LIST: 'LIST'>, 'MAP': <TokenType.MAP: 'MAP'>, 'NULLABLE': <TokenType.NULLABLE: 'NULLABLE'>, 'NUMBER': <TokenType.DECIMAL: 'DECIMAL'>, 'NUMERIC': <TokenType.DECIMAL: 'DECIMAL'>, 'FIXED': <TokenType.DECIMAL: 'DECIMAL'>, 'REAL': <TokenType.FLOAT: 'FLOAT'>, 'FLOAT': <TokenType.FLOAT: 'FLOAT'>, 'FLOAT4': <TokenType.FLOAT: 'FLOAT'>, 'FLOAT8': <TokenType.DOUBLE: 'DOUBLE'>, 'DOUBLE': <TokenType.DOUBLE: 'DOUBLE'>, 'DOUBLE PRECISION': <TokenType.DOUBLE: 'DOUBLE'>, 'JSON': <TokenType.JSON: 'JSON'>, 'JSONB': <TokenType.JSONB: 'JSONB'>, 'CHAR': <TokenType.CHAR: 'CHAR'>, 'CHARACTER': <TokenType.CHAR: 'CHAR'>, 'CHAR VARYING': <TokenType.VARCHAR: 'VARCHAR'>, 'CHARACTER VARYING': <TokenType.VARCHAR: 'VARCHAR'>, 'NCHAR': <TokenType.NCHAR: 'NCHAR'>, 'VARCHAR': <TokenType.VARCHAR: 'VARCHAR'>, 'VARCHAR2': <TokenType.VARCHAR: 'VARCHAR'>, 'NVARCHAR': <TokenType.NVARCHAR: 'NVARCHAR'>, 'NVARCHAR2': <TokenType.NVARCHAR: 'NVARCHAR'>, 'BPCHAR': <TokenType.BPCHAR: 'BPCHAR'>, 'STR': <TokenType.TEXT: 'TEXT'>, 'STRING': <TokenType.TEXT: 'TEXT'>, 'TEXT': <TokenType.TEXT: 'TEXT'>, 'LONGTEXT': <TokenType.LONGTEXT: 'LONGTEXT'>, 'MEDIUMTEXT': <TokenType.MEDIUMTEXT: 'MEDIUMTEXT'>, 'TINYTEXT': <TokenType.TINYTEXT: 'TINYTEXT'>, 'CLOB': <TokenType.TEXT: 'TEXT'>, 'LONGVARCHAR': <TokenType.TEXT: 'TEXT'>, 'BINARY': <TokenType.BINARY: 'BINARY'>, 'BLOB': <TokenType.VARBINARY: 'VARBINARY'>, 'LONGBLOB': <TokenType.LONGBLOB: 'LONGBLOB'>, 'MEDIUMBLOB': <TokenType.MEDIUMBLOB: 'MEDIUMBLOB'>, 'TINYBLOB': <TokenType.TINYBLOB: 'TINYBLOB'>, 'BYTEA': <TokenType.VARBINARY: 'VARBINARY'>, 'VARBINARY': <TokenType.VARBINARY: 'VARBINARY'>, 'TIME': <TokenType.TIME: 'TIME'>, 'TIMETZ': <TokenType.TIMETZ: 'TIMETZ'>, 'TIMESTAMP': <TokenType.TIMESTAMP: 'TIMESTAMP'>, 'TIMESTAMPTZ': <TokenType.TIMESTAMPTZ: 'TIMESTAMPTZ'>, 'TIMESTAMPLTZ': <TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, 'TIMESTAMP_LTZ': <TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, 'TIMESTAMPNTZ': <TokenType.TIMESTAMPNTZ: 'TIMESTAMPNTZ'>, 'TIMESTAMP_NTZ': <TokenType.TIMESTAMPNTZ: 'TIMESTAMPNTZ'>, 'DATE': <TokenType.DATE: 'DATE'>, 'DATETIME': <TokenType.DATETIME: 'DATETIME'>, 'INT4RANGE': <TokenType.INT4RANGE: 'INT4RANGE'>, 'INT4MULTIRANGE': <TokenType.INT4MULTIRANGE: 'INT4MULTIRANGE'>, 'INT8RANGE': <TokenType.INT8RANGE: 'INT8RANGE'>, 'INT8MULTIRANGE': <TokenType.INT8MULTIRANGE: 'INT8MULTIRANGE'>, 'NUMRANGE': <TokenType.NUMRANGE: 'NUMRANGE'>, 'NUMMULTIRANGE': <TokenType.NUMMULTIRANGE: 'NUMMULTIRANGE'>, 'TSRANGE': <TokenType.TSRANGE: 'TSRANGE'>, 'TSMULTIRANGE': <TokenType.TSMULTIRANGE: 'TSMULTIRANGE'>, 'TSTZRANGE': <TokenType.TSTZRANGE: 'TSTZRANGE'>, 'TSTZMULTIRANGE': <TokenType.TSTZMULTIRANGE: 'TSTZMULTIRANGE'>, 'DATERANGE': <TokenType.DATERANGE: 'DATERANGE'>, 'DATEMULTIRANGE': <TokenType.DATEMULTIRANGE: 'DATEMULTIRANGE'>, 'UNIQUE': <TokenType.UNIQUE: 'UNIQUE'>, 'VECTOR': <TokenType.VECTOR: 'VECTOR'>, 'STRUCT': <TokenType.STRUCT: 'STRUCT'>, 'SEQUENCE': <TokenType.SEQUENCE: 'SEQUENCE'>, 'VARIANT': <TokenType.VARIANT: 'VARIANT'>, 'ALTER': <TokenType.ALTER: 'ALTER'>, 'ANALYZE': <TokenType.ANALYZE: 'ANALYZE'>, 'CALL': <TokenType.COMMAND: 'COMMAND'>, 'COMMENT': <TokenType.COMMENT: 'COMMENT'>, 'EXPLAIN': <TokenType.COMMAND: 'COMMAND'>, 'GRANT': <TokenType.GRANT: 'GRANT'>, 'OPTIMIZE': <TokenType.COMMAND: 'COMMAND'>, 'PREPARE': <TokenType.COMMAND: 'COMMAND'>, 'VACUUM': <TokenType.COMMAND: 'COMMAND'>, 'USER-DEFINED': <TokenType.USERDEFINED: 'USERDEFINED'>, 'FOR VERSION': <TokenType.VERSION_SNAPSHOT: 'VERSION_SNAPSHOT'>, 'FOR TIMESTAMP': <TokenType.TIMESTAMP_SNAPSHOT: 'TIMESTAMP_SNAPSHOT'>}
WHITE_SPACE: Dict[Optional[str], TokenType] =
{' ': <TokenType.SPACE: 'SPACE'>, '\t': <TokenType.SPACE: 'SPACE'>, '\n': <TokenType.BREAK: 'BREAK'>, '\r': <TokenType.BREAK: 'BREAK'>}
COMMANDS =
{<TokenType.EXECUTE: 'EXECUTE'>, <TokenType.SHOW: 'SHOW'>, <TokenType.RENAME: 'RENAME'>, <TokenType.FETCH: 'FETCH'>, <TokenType.COMMAND: 'COMMAND'>}
COMMAND_PREFIX_TOKENS =
{<TokenType.BEGIN: 'BEGIN'>, <TokenType.SEMICOLON: 'SEMICOLON'>}
def
reset(self) -> None:
1044 def reset(self) -> None: 1045 self.sql = "" 1046 self.size = 0 1047 self.tokens: t.List[Token] = [] 1048 self._start = 0 1049 self._current = 0 1050 self._line = 1 1051 self._col = 0 1052 self._comments: t.List[str] = [] 1053 1054 self._char = "" 1055 self._end = False 1056 self._peek = "" 1057 self._prev_token_line = -1
1059 def tokenize(self, sql: str) -> t.List[Token]: 1060 """Returns a list of tokens corresponding to the SQL string `sql`.""" 1061 if self.use_rs_tokenizer: 1062 return self.tokenize_rs(sql) 1063 1064 self.reset() 1065 self.sql = sql 1066 self.size = len(sql) 1067 1068 try: 1069 self._scan() 1070 except Exception as e: 1071 start = max(self._current - 50, 0) 1072 end = min(self._current + 50, self.size - 1) 1073 context = self.sql[start:end] 1074 raise TokenError(f"Error tokenizing '{context}'") from e 1075 1076 return self.tokens
Returns a list of tokens corresponding to the SQL string sql
.
1513 def tokenize_rs(self, sql: str) -> t.List[Token]: 1514 if not self._RS_TOKENIZER: 1515 raise SqlglotError("Rust tokenizer is not available") 1516 1517 tokens, error_msg = self._RS_TOKENIZER.tokenize(sql, self._rs_dialect_settings) 1518 for token in tokens: 1519 token.token_type = _ALL_TOKEN_TYPES[token.token_type_index] 1520 1521 # Setting this here so partial token lists can be inspected even if there is a failure 1522 self.tokens = tokens 1523 1524 if error_msg is not None: 1525 raise TokenError(error_msg) 1526 1527 return tokens