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sqlglot.tokenizer_core

   1from __future__ import annotations
   2
   3import typing as t
   4from enum import IntEnum, auto
   5
   6from sqlglot.errors import TokenError
   7
   8# dict lookup is faster than .upper() and .isdigit()
   9_CHAR_UPPER: dict[str, str] = {chr(i): chr(i).upper() for i in range(97, 123)}
  10_DIGIT_CHARS: frozenset[str] = frozenset("0123456789")
  11_DIGIT_VALUES: dict[str, int] = {c: int(c, 16) for c in "0123456789abcdefABCDEF"}
  12_OCTAL_CHARS: frozenset[str] = frozenset("01234567")
  13
  14
  15class TokenType(IntEnum):
  16    L_PAREN = auto()
  17    R_PAREN = auto()
  18    L_BRACKET = auto()
  19    R_BRACKET = auto()
  20    L_BRACE = auto()
  21    R_BRACE = auto()
  22    COMMA = auto()
  23    DOT = auto()
  24    DASH = auto()
  25    PLUS = auto()
  26    COLON = auto()
  27    DOTCOLON = auto()
  28    DOTCARET = auto()
  29    DCOLON = auto()
  30    DCOLONDOLLAR = auto()
  31    DCOLONPERCENT = auto()
  32    DCOLONQMARK = auto()
  33    DQMARK = auto()
  34    SEMICOLON = auto()
  35    STAR = auto()
  36    BACKSLASH = auto()
  37    SLASH = auto()
  38    LT = auto()
  39    LTE = auto()
  40    GT = auto()
  41    GTE = auto()
  42    NOT = auto()
  43    EQ = auto()
  44    NEQ = auto()
  45    NULLSAFE_EQ = auto()
  46    COLON_EQ = auto()
  47    COLON_GT = auto()
  48    NCOLON_GT = auto()
  49    AND = auto()
  50    OR = auto()
  51    AMP = auto()
  52    DPIPE = auto()
  53    PIPE_GT = auto()
  54    PIPE = auto()
  55    PIPE_SLASH = auto()
  56    DPIPE_SLASH = auto()
  57    CARET = auto()
  58    CARET_AT = auto()
  59    TILDE = auto()
  60    ARROW = auto()
  61    DARROW = auto()
  62    FARROW = auto()
  63    HASH = auto()
  64    HASH_ARROW = auto()
  65    DHASH_ARROW = auto()
  66    LR_ARROW = auto()
  67    LLRR_ARROW = auto()
  68    DAT = auto()
  69    AT_QMARK = auto()
  70    LT_AT = auto()
  71    AT_GT = auto()
  72    DOLLAR = auto()
  73    PARAMETER = auto()
  74    SESSION = auto()
  75    SESSION_PARAMETER = auto()
  76    SESSION_USER = auto()
  77    DAMP = auto()
  78    AMP_LT = auto()
  79    AMP_GT = auto()
  80    ADJACENT = auto()
  81    XOR = auto()
  82    DSTAR = auto()
  83    QMARK_AMP = auto()
  84    QMARK_PIPE = auto()
  85    HASH_DASH = auto()
  86    EXCLAMATION = auto()
  87
  88    URI_START = auto()
  89
  90    BLOCK_START = auto()
  91    BLOCK_END = auto()
  92
  93    SPACE = auto()
  94    BREAK = auto()
  95
  96    STRING = auto()
  97    NUMBER = auto()
  98    IDENTIFIER = auto()
  99    DATABASE = auto()
 100    COLUMN = auto()
 101    COLUMN_DEF = auto()
 102    SCHEMA = auto()
 103    TABLE = auto()
 104    WAREHOUSE = auto()
 105    STAGE = auto()
 106    STREAM = auto()
 107    STREAMLIT = auto()
 108    VAR = auto()
 109    BIT_STRING = auto()
 110    HEX_STRING = auto()
 111    BYTE_STRING = auto()
 112    NATIONAL_RAW_STRING = auto()
 113    NATIONAL_STRING = auto()
 114    RAW_STRING = auto()
 115    HEREDOC_STRING = auto()
 116    UNICODE_STRING = auto()
 117
 118    # types
 119    BIT = auto()
 120    BOOLEAN = auto()
 121    TINYINT = auto()
 122    UTINYINT = auto()
 123    SMALLINT = auto()
 124    USMALLINT = auto()
 125    MEDIUMINT = auto()
 126    UMEDIUMINT = auto()
 127    INT = auto()
 128    UINT = auto()
 129    BIGINT = auto()
 130    UBIGINT = auto()
 131    BIGNUM = auto()
 132    INT128 = auto()
 133    UINT128 = auto()
 134    INT256 = auto()
 135    UINT256 = auto()
 136    FLOAT = auto()
 137    DOUBLE = auto()
 138    UDOUBLE = auto()
 139    DECIMAL = auto()
 140    DECIMAL32 = auto()
 141    DECIMAL64 = auto()
 142    DECIMAL128 = auto()
 143    DECIMAL256 = auto()
 144    DECFLOAT = auto()
 145    UDECIMAL = auto()
 146    BIGDECIMAL = auto()
 147    CHAR = auto()
 148    NCHAR = auto()
 149    VARCHAR = auto()
 150    NVARCHAR = auto()
 151    BPCHAR = auto()
 152    TEXT = auto()
 153    MEDIUMTEXT = auto()
 154    LONGTEXT = auto()
 155    BLOB = auto()
 156    MEDIUMBLOB = auto()
 157    LONGBLOB = auto()
 158    TINYBLOB = auto()
 159    TINYTEXT = auto()
 160    NAME = auto()
 161    BINARY = auto()
 162    VARBINARY = auto()
 163    JSON = auto()
 164    JSONB = auto()
 165    TIME = auto()
 166    TIMETZ = auto()
 167    TIME_NS = auto()
 168    TIMESTAMP = auto()
 169    TIMESTAMPTZ = auto()
 170    TIMESTAMPLTZ = auto()
 171    TIMESTAMPNTZ = auto()
 172    TIMESTAMP_S = auto()
 173    TIMESTAMP_MS = auto()
 174    TIMESTAMP_NS = auto()
 175    DATETIME = auto()
 176    DATETIME2 = auto()
 177    DATETIME64 = auto()
 178    SMALLDATETIME = auto()
 179    DATE = auto()
 180    DATE32 = auto()
 181    INT4RANGE = auto()
 182    INT4MULTIRANGE = auto()
 183    INT8RANGE = auto()
 184    INT8MULTIRANGE = auto()
 185    NUMRANGE = auto()
 186    NUMMULTIRANGE = auto()
 187    TSRANGE = auto()
 188    TSMULTIRANGE = auto()
 189    TSTZRANGE = auto()
 190    TSTZMULTIRANGE = auto()
 191    DATERANGE = auto()
 192    DATEMULTIRANGE = auto()
 193    UUID = auto()
 194    GEOGRAPHY = auto()
 195    GEOGRAPHYPOINT = auto()
 196    NULLABLE = auto()
 197    GEOMETRY = auto()
 198    POINT = auto()
 199    RING = auto()
 200    LINESTRING = auto()
 201    LOCALTIME = auto()
 202    LOCALTIMESTAMP = auto()
 203    SYSTIMESTAMP = auto()
 204    MULTILINESTRING = auto()
 205    POLYGON = auto()
 206    MULTIPOLYGON = auto()
 207    HLLSKETCH = auto()
 208    HSTORE = auto()
 209    SUPER = auto()
 210    SERIAL = auto()
 211    SMALLSERIAL = auto()
 212    BIGSERIAL = auto()
 213    XML = auto()
 214    YEAR = auto()
 215    USERDEFINED = auto()
 216    MONEY = auto()
 217    SMALLMONEY = auto()
 218    ROWVERSION = auto()
 219    IMAGE = auto()
 220    VARIANT = auto()
 221    OBJECT = auto()
 222    INET = auto()
 223    IPADDRESS = auto()
 224    IPPREFIX = auto()
 225    IPV4 = auto()
 226    IPV6 = auto()
 227    ENUM = auto()
 228    ENUM8 = auto()
 229    ENUM16 = auto()
 230    FIXEDSTRING = auto()
 231    LOWCARDINALITY = auto()
 232    NESTED = auto()
 233    AGGREGATEFUNCTION = auto()
 234    SIMPLEAGGREGATEFUNCTION = auto()
 235    TDIGEST = auto()
 236    UNKNOWN = auto()
 237    VECTOR = auto()
 238    DYNAMIC = auto()
 239    VOID = auto()
 240
 241    # keywords
 242    ALIAS = auto()
 243    ALTER = auto()
 244    ALL = auto()
 245    ANTI = auto()
 246    ANY = auto()
 247    APPLY = auto()
 248    ARRAY = auto()
 249    ASC = auto()
 250    ASOF = auto()
 251    ATTACH = auto()
 252    AUTO_INCREMENT = auto()
 253    BEGIN = auto()
 254    BETWEEN = auto()
 255    BULK_COLLECT_INTO = auto()
 256    CACHE = auto()
 257    CASE = auto()
 258    CHARACTER_SET = auto()
 259    CLUSTER_BY = auto()
 260    COLLATE = auto()
 261    COMMAND = auto()
 262    COMMENT = auto()
 263    COMMIT = auto()
 264    CONNECT_BY = auto()
 265    CONSTRAINT = auto()
 266    COPY = auto()
 267    CREATE = auto()
 268    CROSS = auto()
 269    CUBE = auto()
 270    CURRENT_DATE = auto()
 271    CURRENT_DATETIME = auto()
 272    CURRENT_SCHEMA = auto()
 273    CURRENT_TIME = auto()
 274    CURRENT_TIMESTAMP = auto()
 275    CURRENT_USER = auto()
 276    CURRENT_USER_ID = auto()
 277    CURRENT_ROLE = auto()
 278    CURRENT_CATALOG = auto()
 279    DECLARE = auto()
 280    DEFAULT = auto()
 281    DELETE = auto()
 282    DESC = auto()
 283    DESCRIBE = auto()
 284    DETACH = auto()
 285    DICTIONARY = auto()
 286    DISTINCT = auto()
 287    DISTRIBUTE_BY = auto()
 288    DIV = auto()
 289    DROP = auto()
 290    ELSE = auto()
 291    END = auto()
 292    ESCAPE = auto()
 293    EXCEPT = auto()
 294    EXECUTE = auto()
 295    EXISTS = auto()
 296    FALSE = auto()
 297    FETCH = auto()
 298    FILE = auto()
 299    FILE_FORMAT = auto()
 300    FILTER = auto()
 301    FINAL = auto()
 302    FIRST = auto()
 303    FOR = auto()
 304    FORCE = auto()
 305    FOREIGN_KEY = auto()
 306    FORMAT = auto()
 307    FROM = auto()
 308    FULL = auto()
 309    FUNCTION = auto()
 310    GET = auto()
 311    GLOB = auto()
 312    GLOBAL = auto()
 313    GRANT = auto()
 314    GROUP_BY = auto()
 315    GROUPING_SETS = auto()
 316    HAVING = auto()
 317    HINT = auto()
 318    IGNORE = auto()
 319    ILIKE = auto()
 320    IN = auto()
 321    INDEX = auto()
 322    INDEXED_BY = auto()
 323    INNER = auto()
 324    INSERT = auto()
 325    INSTALL = auto()
 326    INTEGRATION = auto()
 327    INTERSECT = auto()
 328    INTERVAL = auto()
 329    INTO = auto()
 330    INTRODUCER = auto()
 331    IRLIKE = auto()
 332    IS = auto()
 333    ISNULL = auto()
 334    JOIN = auto()
 335    JOIN_MARKER = auto()
 336    KEEP = auto()
 337    KEY = auto()
 338    KILL = auto()
 339    LANGUAGE = auto()
 340    LATERAL = auto()
 341    LEFT = auto()
 342    LIKE = auto()
 343    LIMIT = auto()
 344    LIST = auto()
 345    LOAD = auto()
 346    LOCK = auto()
 347    MAP = auto()
 348    MATCH = auto()
 349    MATCH_CONDITION = auto()
 350    MATCH_RECOGNIZE = auto()
 351    MEMBER_OF = auto()
 352    MERGE = auto()
 353    MOD = auto()
 354    MODEL = auto()
 355    NATURAL = auto()
 356    NEXT = auto()
 357    NOTHING = auto()
 358    NOTNULL = auto()
 359    NULL = auto()
 360    OBJECT_IDENTIFIER = auto()
 361    OFFSET = auto()
 362    ON = auto()
 363    ONLY = auto()
 364    OPERATOR = auto()
 365    ORDER_BY = auto()
 366    ORDER_SIBLINGS_BY = auto()
 367    ORDERED = auto()
 368    ORDINALITY = auto()
 369    OUT = auto()
 370    INOUT = auto()
 371    OUTER = auto()
 372    OVER = auto()
 373    OVERLAPS = auto()
 374    OVERWRITE = auto()
 375    PACKAGE = auto()
 376    PARTITION = auto()
 377    PARTITION_BY = auto()
 378    PASTE = auto()
 379    PERCENT = auto()
 380    PIVOT = auto()
 381    PLACEHOLDER = auto()
 382    POLICY = auto()
 383    POOL = auto()
 384    POSITIONAL = auto()
 385    PRAGMA = auto()
 386    PREWHERE = auto()
 387    PRIMARY_KEY = auto()
 388    PROCEDURE = auto()
 389    PROPERTIES = auto()
 390    PROJECTION = auto()
 391    PSEUDO_TYPE = auto()
 392    PUT = auto()
 393    QUALIFY = auto()
 394    QUOTE = auto()
 395    QDCOLON = auto()
 396    RANGE = auto()
 397    RECURSIVE = auto()
 398    REFRESH = auto()
 399    RENAME = auto()
 400    REPLACE = auto()
 401    RETURNING = auto()
 402    REVOKE = auto()
 403    REFERENCES = auto()
 404    RIGHT = auto()
 405    RLIKE = auto()
 406    ROLE = auto()
 407    ROLLBACK = auto()
 408    ROLLUP = auto()
 409    ROW = auto()
 410    ROWS = auto()
 411    RULE = auto()
 412    SELECT = auto()
 413    SEMI = auto()
 414    SEPARATOR = auto()
 415    SEQUENCE = auto()
 416    SERDE_PROPERTIES = auto()
 417    SET = auto()
 418    SETTINGS = auto()
 419    SHOW = auto()
 420    SIMILAR_TO = auto()
 421    SOME = auto()
 422    SORT_BY = auto()
 423    SOUNDS_LIKE = auto()
 424    SQL_SECURITY = auto()
 425    START_WITH = auto()
 426    STORAGE_INTEGRATION = auto()
 427    STRAIGHT_JOIN = auto()
 428    STRUCT = auto()
 429    SUMMARIZE = auto()
 430    TABLE_SAMPLE = auto()
 431    TAG = auto()
 432    TEMPORARY = auto()
 433    TOP = auto()
 434    THEN = auto()
 435    TRUE = auto()
 436    TRUNCATE = auto()
 437    TRIGGER = auto()
 438    TYPE = auto()
 439    UNCACHE = auto()
 440    UNDROP = auto()
 441    UNION = auto()
 442    UNNEST = auto()
 443    UNPIVOT = auto()
 444    UPDATE = auto()
 445    USE = auto()
 446    USING = auto()
 447    VALUES = auto()
 448    VARIADIC = auto()
 449    VIEW = auto()
 450    SEMANTIC_VIEW = auto()
 451    VOLATILE = auto()
 452    VOLUME = auto()
 453    WHEN = auto()
 454    WHERE = auto()
 455    WINDOW = auto()
 456    WITH = auto()
 457    UNIQUE = auto()
 458    UTC_DATE = auto()
 459    UTC_TIME = auto()
 460    UTC_TIMESTAMP = auto()
 461    OPTION = auto()
 462    SINK = auto()
 463    SOURCE = auto()
 464    ANALYZE = auto()
 465    NAMESPACE = auto()
 466    EXPORT = auto()
 467
 468    # sentinels
 469    HIVE_TOKEN_STREAM = auto()
 470    SENTINEL = auto()
 471
 472    def __str__(self) -> str:
 473        return f"TokenType.{self.name}"
 474
 475
 476class Token:
 477    # mypyc doesn't expose slots
 478    _attrs: t.ClassVar[tuple[str, ...]] = (
 479        "token_type",
 480        "text",
 481        "line",
 482        "col",
 483        "start",
 484        "end",
 485        "comments",
 486    )
 487    __slots__ = _attrs
 488
 489    @classmethod
 490    def number(cls, number: int) -> Token:
 491        """Returns a NUMBER token with `number` as its text."""
 492        return cls(TokenType.NUMBER, str(number))
 493
 494    @classmethod
 495    def string(cls, string: str) -> Token:
 496        """Returns a STRING token with `string` as its text."""
 497        return cls(TokenType.STRING, string)
 498
 499    @classmethod
 500    def identifier(cls, identifier: str) -> Token:
 501        """Returns an IDENTIFIER token with `identifier` as its text."""
 502        return cls(TokenType.IDENTIFIER, identifier)
 503
 504    @classmethod
 505    def var(cls, var: str) -> Token:
 506        """Returns an VAR token with `var` as its text."""
 507        return cls(TokenType.VAR, var)
 508
 509    def __init__(
 510        self,
 511        token_type: TokenType,
 512        text: str,
 513        line: int = 1,
 514        col: int = 1,
 515        start: int = 0,
 516        end: int = 0,
 517        comments: list[str] | None = None,
 518    ) -> None:
 519        self.token_type = token_type
 520        self.text = text
 521        self.line = line
 522        self.col = col
 523        self.start = start
 524        self.end = end
 525        self.comments = [] if comments is None else comments
 526
 527    def __bool__(self) -> bool:
 528        return self.token_type != TokenType.SENTINEL
 529
 530    def __repr__(self) -> str:
 531        attributes = ", ".join(
 532            f"{k}: TokenType.{self.token_type.name}"
 533            if k == "token_type"
 534            else f"{k}: {getattr(self, k)}"
 535            for k in self._attrs
 536        )
 537        return f"<Token {attributes}>"
 538
 539
 540class TokenizerCore:
 541    __slots__ = (
 542        "sql",
 543        "size",
 544        "tokens",
 545        "_start",
 546        "_current",
 547        "_line",
 548        "_col",
 549        "_comments",
 550        "_char",
 551        "_end",
 552        "_peek",
 553        "_prev_token_line",
 554        "single_tokens",
 555        "keywords",
 556        "quotes",
 557        "format_strings",
 558        "identifiers",
 559        "comments",
 560        "string_escapes",
 561        "byte_string_escapes",
 562        "identifier_escapes",
 563        "commands",
 564        "command_prefix_tokens",
 565        "nested_comments",
 566        "dash_comment_requires_boundary",
 567        "comments_terminate_at_newline_only",
 568        "hint_start",
 569        "tokens_preceding_hint",
 570        "has_bit_strings",
 571        "has_hex_strings",
 572        "numeric_literals",
 573        "var_single_tokens",
 574        "string_escapes_allowed_in_raw_strings",
 575        "heredoc_tag_is_identifier",
 576        "heredoc_string_alternative",
 577        "keyword_trie",
 578        "numbers_can_be_underscore_separated",
 579        "numbers_can_have_decimals",
 580        "identifiers_can_start_with_digit",
 581        "unescaped_sequences",
 582        "numeric_escapes",
 583        "drop_unknown_escapes",
 584        "numeric_escapes_are_bytes",
 585        "byte_strings_are_bytes",
 586        "lone_surrogate_replacement",
 587    )
 588
 589    def __init__(
 590        self,
 591        single_tokens: dict[str, TokenType],
 592        keywords: dict[str, TokenType],
 593        quotes: dict[str, str],
 594        format_strings: dict[str, tuple[str, TokenType]],
 595        identifiers: dict[str, str],
 596        comments: dict[str, str | None],
 597        string_escapes: set[str],
 598        byte_string_escapes: set[str],
 599        identifier_escapes: set[str],
 600        commands: set[TokenType],
 601        command_prefix_tokens: set[TokenType],
 602        nested_comments: bool,
 603        dash_comment_requires_boundary: bool,
 604        comments_terminate_at_newline_only: bool,
 605        hint_start: str,
 606        tokens_preceding_hint: set[TokenType],
 607        has_bit_strings: bool,
 608        has_hex_strings: bool,
 609        numeric_literals: dict[str, str],
 610        var_single_tokens: set[str],
 611        string_escapes_allowed_in_raw_strings: bool,
 612        heredoc_tag_is_identifier: bool,
 613        heredoc_string_alternative: TokenType,
 614        keyword_trie: dict,
 615        numbers_can_be_underscore_separated: bool,
 616        numbers_can_have_decimals: bool,
 617        identifiers_can_start_with_digit: bool,
 618        unescaped_sequences: dict[str, str],
 619        numeric_escapes: dict[str, tuple[int, int, int, int]],
 620        drop_unknown_escapes: bool,
 621        numeric_escapes_are_bytes: bool,
 622        byte_strings_are_bytes: bool,
 623        lone_surrogate_replacement: str,
 624    ) -> None:
 625        self.single_tokens = single_tokens
 626        self.keywords = keywords
 627        self.quotes = quotes
 628        self.format_strings = format_strings
 629        self.identifiers = identifiers
 630        self.comments = comments
 631        self.string_escapes = string_escapes
 632        self.byte_string_escapes = byte_string_escapes
 633        self.identifier_escapes = identifier_escapes
 634        self.commands = commands
 635        self.command_prefix_tokens = command_prefix_tokens
 636        self.nested_comments = nested_comments
 637        self.dash_comment_requires_boundary = dash_comment_requires_boundary
 638        self.comments_terminate_at_newline_only = comments_terminate_at_newline_only
 639        self.hint_start = hint_start
 640        self.tokens_preceding_hint = tokens_preceding_hint
 641        self.has_bit_strings = has_bit_strings
 642        self.has_hex_strings = has_hex_strings
 643        self.numeric_literals = numeric_literals
 644        self.var_single_tokens = var_single_tokens
 645        self.string_escapes_allowed_in_raw_strings = string_escapes_allowed_in_raw_strings
 646        self.heredoc_tag_is_identifier = heredoc_tag_is_identifier
 647        self.heredoc_string_alternative = heredoc_string_alternative
 648        self.keyword_trie = keyword_trie
 649        self.numbers_can_be_underscore_separated = numbers_can_be_underscore_separated
 650        self.numbers_can_have_decimals = numbers_can_have_decimals
 651        self.identifiers_can_start_with_digit = identifiers_can_start_with_digit
 652        self.unescaped_sequences = unescaped_sequences
 653        self.numeric_escapes = numeric_escapes
 654        self.drop_unknown_escapes = drop_unknown_escapes
 655        self.numeric_escapes_are_bytes = numeric_escapes_are_bytes
 656        self.byte_strings_are_bytes = byte_strings_are_bytes
 657        self.lone_surrogate_replacement = lone_surrogate_replacement
 658        self.sql = ""
 659        self.size = 0
 660        self.tokens: list[Token] = []
 661        self._start = 0
 662        self._current = 0
 663        self._line = 1
 664        self._col = 0
 665        self._comments: list[str] = []
 666        self._char = ""
 667        self._end = False
 668        self._peek = ""
 669        self._prev_token_line = -1
 670
 671    def reset(self) -> None:
 672        self.sql = ""
 673        self.size = 0
 674        self.tokens = []
 675        self._start = 0
 676        self._current = 0
 677        self._line = 1
 678        self._col = 0
 679        self._comments = []
 680        self._char = ""
 681        self._end = False
 682        self._peek = ""
 683        self._prev_token_line = -1
 684
 685    def tokenize(self, sql: str) -> list[Token]:
 686        """Returns a list of tokens corresponding to the SQL string `sql`."""
 687        self.reset()
 688        self.sql = sql
 689        self.size = len(sql)
 690
 691        try:
 692            self._scan()
 693        except Exception as e:
 694            start = max(self._current - 50, 0)
 695            end = min(self._current + 50, self.size - 1)
 696            context = self.sql[start:end]
 697            raise TokenError(f"Error tokenizing '{context}'", start=start, end=end) from e
 698
 699        return self.tokens
 700
 701    def _scan(self, check_semicolon: bool = False) -> None:
 702        identifiers = self.identifiers
 703        digit_chars = _DIGIT_CHARS
 704
 705        while self.size and not self._end:
 706            current = self._current
 707
 708            # Skip spaces here rather than iteratively calling advance() for performance reasons
 709            while current < self.size:
 710                char = self.sql[current]
 711
 712                if char == " " or char == "\t":
 713                    current += 1
 714                else:
 715                    break
 716
 717            offset = current - self._current if current > self._current else 1
 718
 719            self._start = current
 720            self._advance(offset)
 721
 722            if not self._char.isspace():
 723                if self._char in digit_chars:
 724                    self._scan_number()
 725                elif self._char in identifiers:
 726                    self._scan_identifier(identifiers[self._char])
 727                else:
 728                    self._scan_keywords()
 729
 730            if check_semicolon and self._peek == ";":
 731                break
 732
 733        if self.tokens and self._comments:
 734            self.tokens[-1].comments.extend(self._comments)
 735
 736    def _chars(self, size: int) -> str:
 737        if size == 1:
 738            return self._char
 739
 740        start = self._current - 1
 741        end = start + size
 742
 743        return self.sql[start:end] if end <= self.size else ""
 744
 745    def _advance(self, i: int = 1, alnum: bool = False) -> None:
 746        char = self._char
 747
 748        if char == "\n" or char == "\r":
 749            # Ensures we don't count an extra line if we get a \r\n line break sequence
 750            if not (char == "\r" and self._peek == "\n"):
 751                self._col = i
 752                self._line += 1
 753        else:
 754            self._col += i
 755
 756        self._current += i
 757        sql = self.sql
 758        size = self.size
 759        self._end = self._current >= size
 760        self._char = sql[self._current - 1]
 761        self._peek = "" if self._end else sql[self._current]
 762
 763        if alnum and self._char.isalnum():
 764            # Cache to local variables instead of attributes for better performance
 765            _col = self._col
 766            _current = self._current
 767            _end = self._end
 768            _peek = self._peek
 769
 770            while _peek.isalnum():
 771                _col += 1
 772                _current += 1
 773                _end = _current >= size
 774                _peek = "" if _end else sql[_current]
 775
 776            self._col = _col
 777            self._current = _current
 778            self._end = _end
 779            self._peek = _peek
 780            self._char = sql[_current - 1]
 781
 782    @property
 783    def _text(self) -> str:
 784        return self.sql[self._start : self._current]
 785
 786    def _add(self, token_type: TokenType, text: str | None = None) -> None:
 787        self._prev_token_line = self._line
 788
 789        if self._comments and token_type == TokenType.SEMICOLON and self.tokens:
 790            self.tokens[-1].comments.extend(self._comments)
 791            self._comments = []
 792
 793        if text is None:
 794            text = self.sql[self._start : self._current]
 795
 796        self.tokens.append(
 797            Token(
 798                token_type,
 799                text=text,
 800                line=self._line,
 801                col=self._col,
 802                start=self._start,
 803                end=self._current - 1,
 804                comments=self._comments,
 805            )
 806        )
 807        self._comments = []
 808
 809        # If we have either a semicolon or a begin token before the command's token, we'll parse
 810        # whatever follows the command's token as a string
 811        if (
 812            token_type in self.commands
 813            and self._peek != ";"
 814            and (len(self.tokens) == 1 or self.tokens[-2].token_type in self.command_prefix_tokens)
 815        ):
 816            start = self._current
 817            tokens = len(self.tokens)
 818            self._scan(check_semicolon=True)
 819            self.tokens = self.tokens[:tokens]
 820            text = self.sql[start : self._current].strip()
 821            if text:
 822                self._add(TokenType.STRING, text)
 823
 824    def _scan_keywords(self) -> None:
 825        sql = self.sql
 826        sql_size = self.size
 827        single_tokens = self.single_tokens
 828        char_upper = _CHAR_UPPER
 829        size = 0
 830        word = None
 831        chars = self._char
 832        char = chars
 833        prev_space = False
 834        skip = False
 835        trie = self.keyword_trie
 836        single_token = char in single_tokens
 837
 838        while chars:
 839            if not skip:
 840                sub = trie.get(char_upper.get(char, char))
 841                if sub is None:
 842                    break
 843                trie = sub
 844                if 0 in trie:
 845                    word = chars
 846
 847            end = self._current + size
 848            size += 1
 849
 850            if end < sql_size:
 851                char = sql[end]
 852                single_token = single_token or char in single_tokens
 853                is_space = char.isspace()
 854
 855                if not is_space or not prev_space:
 856                    if is_space:
 857                        char = " "
 858                    chars += char
 859                    prev_space = is_space
 860                    skip = False
 861                else:
 862                    skip = True
 863            else:
 864                char = ""
 865                break
 866
 867        if word:
 868            if self._scan_string(word):
 869                return
 870            if self._scan_comment(word):
 871                return
 872            if prev_space or single_token or not char:
 873                word = word.upper()
 874                if word in self.keywords:
 875                    self._advance(size - 1)
 876                    self._add(self.keywords[word], text=word)
 877                    return
 878
 879        if self._char in single_tokens:
 880            self._add(single_tokens[self._char], text=self._char)
 881            return
 882
 883        self._scan_var()
 884
 885    def _scan_comment(self, comment_start: str) -> bool:
 886        if comment_start not in self.comments:
 887            return False
 888
 889        if comment_start == "--" and self.dash_comment_requires_boundary:
 890            boundary_index = self._current + 1
 891            if boundary_index < self.size:
 892                boundary_char = self.sql[boundary_index]
 893                if not (
 894                    boundary_char.isspace() or ord(boundary_char) < 32 or ord(boundary_char) == 127
 895                ):
 896                    return False
 897
 898        comment_start_line = self._line
 899        comment_start_size = len(comment_start)
 900        comment_end = self.comments[comment_start]
 901
 902        if comment_end:
 903            # Skip the comment's start delimiter
 904            self._advance(comment_start_size)
 905
 906            comment_count = 1
 907            comment_end_size = len(comment_end)
 908            nested_comments = self.nested_comments
 909
 910            while not self._end:
 911                if self._chars(comment_end_size) == comment_end:
 912                    comment_count -= 1
 913                    if not comment_count:
 914                        break
 915
 916                self._advance(alnum=True)
 917
 918                # Nested comments are allowed by some dialects, e.g. databricks, duckdb, postgres
 919                if (
 920                    nested_comments
 921                    and not self._end
 922                    and self._chars(comment_end_size) == comment_start
 923                ):
 924                    self._advance(comment_start_size)
 925                    comment_count += 1
 926
 927            self._comments.append(self._text[comment_start_size : -comment_end_size + 1])
 928            self._advance(comment_end_size - 1)
 929        else:
 930            _peek = self._peek
 931            terminates_at_carriage_return = not self.comments_terminate_at_newline_only
 932            while (
 933                not self._end
 934                and _peek != "\n"
 935                and (not terminates_at_carriage_return or _peek != "\r")
 936            ):
 937                self._advance(alnum=True)
 938                _peek = self._peek
 939            self._comments.append(self._text[comment_start_size:])
 940
 941        if (
 942            comment_start == self.hint_start
 943            and self.tokens
 944            and self.tokens[-1].token_type in self.tokens_preceding_hint
 945        ):
 946            self._add(TokenType.HINT)
 947
 948        # Leading comment is attached to the succeeding token, whilst trailing comment to the preceding.
 949        # Multiple consecutive comments are preserved by appending them to the current comments list.
 950        if comment_start_line == self._prev_token_line:
 951            self.tokens[-1].comments.extend(self._comments)
 952            self._comments = []
 953            self._prev_token_line = self._line
 954
 955        return True
 956
 957    def _scan_number(self) -> None:
 958        if self._char == "0":
 959            peek = _CHAR_UPPER.get(self._peek, self._peek)
 960            if peek == "B" and self.has_bit_strings:
 961                return self._scan_bits()
 962            elif peek == "X":
 963                return self._scan_hex() if self.has_hex_strings else self._add(TokenType.NUMBER)
 964
 965        decimal = False
 966        scientific = 0
 967        numbers_can_be_underscore_separated = self.numbers_can_be_underscore_separated
 968        single_tokens = self.single_tokens
 969        keywords = self.keywords
 970        numeric_literals = self.numeric_literals
 971        identifiers_can_start_with_digit = self.identifiers_can_start_with_digit
 972
 973        is_underscore_separated: bool = False
 974        number_text: str = ""
 975        numeric_literal: str = ""
 976        numeric_type: TokenType | None = None
 977
 978        while True:
 979            if self._peek in _DIGIT_CHARS:
 980                # Batch consecutive digits: scan ahead to find how many
 981                sql = self.sql
 982                end = self._current + 1
 983                size = self.size
 984                while end < size and sql[end] in _DIGIT_CHARS:
 985                    end += 1
 986                self._advance(end - self._current)
 987            elif self._peek == "." and not decimal:
 988                if (
 989                    self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER
 990                ) or not self.numbers_can_have_decimals:
 991                    break
 992                decimal = True
 993                self._advance()
 994            elif self._peek in ("-", "+") and scientific == 1:
 995                # Only consume +/- if followed by a digit
 996                if self._current + 1 < self.size and self.sql[self._current + 1] in _DIGIT_CHARS:
 997                    scientific += 1
 998                    self._advance()
 999                else:
1000                    break
1001            elif _CHAR_UPPER.get(self._peek, self._peek) == "E" and not scientific:
1002                scientific += 1
1003                self._advance()
1004            elif self._peek == "_" and numbers_can_be_underscore_separated:
1005                is_underscore_separated = True
1006                self._advance()
1007            elif self._peek.isidentifier():
1008                number_text = self._text
1009
1010                while self._peek and not self._peek.isspace() and self._peek not in single_tokens:
1011                    numeric_literal += self._peek
1012                    self._advance()
1013
1014                numeric_type = keywords.get(numeric_literals.get(numeric_literal.upper(), ""))
1015
1016                if numeric_type:
1017                    break
1018                elif identifiers_can_start_with_digit:
1019                    return self._add(TokenType.VAR)
1020
1021                self._advance(-len(numeric_literal))
1022                break
1023            else:
1024                break
1025
1026        number_text = number_text or self.sql[self._start : self._current]
1027
1028        # Normalize inputs such as 100_000 to 100000
1029        if is_underscore_separated:
1030            number_text = number_text.replace("_", "")
1031
1032        self._add(TokenType.NUMBER, number_text)
1033
1034        # Normalize inputs such as 123L to 123::BIGINT so that they're parsed as casts
1035        if numeric_type:
1036            self._add(TokenType.DCOLON, "::")
1037            self._add(numeric_type, numeric_literal)
1038
1039    def _scan_bits(self) -> None:
1040        self._advance()
1041        value = self._extract_value()
1042        try:
1043            # If `value` can't be converted to a binary, fallback to tokenizing it as an identifier
1044            int(value, 2)
1045            self._add(TokenType.BIT_STRING, value[2:])  # Drop the 0b
1046        except ValueError:
1047            self._add(TokenType.IDENTIFIER)
1048
1049    def _scan_hex(self) -> None:
1050        self._advance()
1051        value = self._extract_value()
1052        try:
1053            # If `value` can't be converted to a hex, fallback to tokenizing it as an identifier
1054            int(value, 16)
1055            self._add(TokenType.HEX_STRING, value[2:])  # Drop the 0x
1056        except ValueError:
1057            self._add(TokenType.IDENTIFIER)
1058
1059    def _extract_value(self) -> str:
1060        single_tokens = self.single_tokens
1061
1062        while True:
1063            char = self._peek.strip()
1064            if char and char not in single_tokens:
1065                self._advance(alnum=True)
1066            else:
1067                break
1068
1069        return self._text
1070
1071    def _scan_string(self, start: str) -> bool:
1072        base = None
1073        token_type = TokenType.STRING
1074
1075        if start in self.quotes:
1076            end = self.quotes[start]
1077        elif start in self.format_strings:
1078            end, token_type = self.format_strings[start]
1079
1080            if token_type == TokenType.HEX_STRING:
1081                base = 16
1082            elif token_type == TokenType.BIT_STRING:
1083                base = 2
1084            elif token_type == TokenType.HEREDOC_STRING:
1085                self._advance()
1086
1087                if self._char == end:
1088                    tag = ""
1089                else:
1090                    tag = self._extract_string(
1091                        end,
1092                        raw_string=True,
1093                        raise_unmatched=not self.heredoc_tag_is_identifier,
1094                    )
1095
1096                if (
1097                    tag
1098                    and self.heredoc_tag_is_identifier
1099                    and (self._end or tag.isdigit() or any(c.isspace() for c in tag))
1100                ):
1101                    if not self._end:
1102                        self._advance(-1)
1103
1104                    self._advance(-len(tag))
1105                    self._add(self.heredoc_string_alternative)
1106                    return True
1107
1108                end = f"{start}{tag}{end}"
1109        else:
1110            return False
1111
1112        self._advance(len(start))
1113        text = self._extract_string(
1114            end,
1115            escapes=(
1116                self.byte_string_escapes
1117                if token_type == TokenType.BYTE_STRING
1118                else self.string_escapes
1119            ),
1120            raw_string=token_type
1121            in (TokenType.RAW_STRING, TokenType.NATIONAL_RAW_STRING, TokenType.HEREDOC_STRING),
1122            bytes_literal=token_type == TokenType.BYTE_STRING and self.byte_strings_are_bytes,
1123        )
1124
1125        if base and text:
1126            try:
1127                int(text, base)
1128            except Exception:
1129                raise TokenError(
1130                    f"Numeric string contains invalid characters from {self._line}:{self._start}"
1131                )
1132
1133        self._add(token_type, text)
1134        return True
1135
1136    def _scan_identifier(self, identifier_end: str) -> None:
1137        self._advance()
1138        text = self._extract_string(
1139            identifier_end, escapes=self.identifier_escapes | {identifier_end}
1140        )
1141        self._add(TokenType.IDENTIFIER, text)
1142
1143    def _scan_var(self) -> None:
1144        var_single_tokens = self.var_single_tokens
1145        single_tokens = self.single_tokens
1146
1147        while True:
1148            peek = self._peek
1149            if not peek or peek.isspace():
1150                break
1151            if peek not in var_single_tokens and peek in single_tokens:
1152                break
1153            self._advance(alnum=True)
1154
1155        self._add(
1156            TokenType.VAR
1157            if self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER
1158            else self.keywords.get(self.sql[self._start : self._current].upper(), TokenType.VAR)
1159        )
1160
1161    def _read_numeric_escape(
1162        self, start: int, base: int, min_digits: int, max_digits: int, max_value: int
1163    ) -> tuple[int, int]:
1164        """
1165        Reads up to `max_digits` digits from `start`, stopping before the value exceeds `max_value`.
1166        Returns the value and the end index, or -1 as the value if fewer than `min_digits` were read.
1167        """
1168        sql = self.sql
1169        value = 0
1170        end = start
1171        limit = min(start + max_digits, self.size)
1172
1173        while end < limit:
1174            digit = _DIGIT_VALUES.get(sql[end], 16)
1175            if digit >= base or value * base + digit > max_value:
1176                break
1177            value = value * base + digit
1178            end += 1
1179
1180        return (value, end) if end - start >= min_digits else (-1, end)
1181
1182    def _read_byte_escape(self, pos: int) -> tuple[int, int]:
1183        """Reads the numeric escape at `pos` (a backslash) if it encodes a byte, else returns -1."""
1184        peek = self.sql[pos + 1 : pos + 2]
1185        is_octal = peek in _OCTAL_CHARS
1186        spec = self.numeric_escapes.get("0" if is_octal else peek)
1187        if not spec or (spec[0] != 8 and spec[3] > 0xFF):
1188            return -1, pos
1189
1190        base, min_digits, max_digits, max_value = spec
1191        value, end = self._read_numeric_escape(
1192            pos + 1 if is_octal else pos + 2, base, min_digits, max_digits, max_value
1193        )
1194        return (value & 0xFF if value >= 0 else value), end
1195
1196    def _scan_numeric_escape(self) -> str:
1197        """
1198        Decodes the numeric escape sequence starting at the current char, which is a backslash,
1199        according to `numeric_escapes`. Returns an empty string if nothing is decoded.
1200        """
1201        sql = self.sql
1202        start = self._current
1203        peek = self._peek
1204
1205        # Octal escapes start with a digit (e.g. \101), the others with a letter (e.g. \x41)
1206        is_octal = peek in _OCTAL_CHARS
1207        spec = self.numeric_escapes.get("0" if is_octal else peek)
1208
1209        if spec:
1210            base, min_digits, max_digits, max_value = spec
1211            value, end = self._read_numeric_escape(
1212                start if is_octal else start + 1, base, min_digits, max_digits, max_value
1213            )
1214
1215            # With byte semantics, octal and hex escapes encode a byte, so octal values wrap around,
1216            # e.g. \541 is \x61
1217            is_byte = self.numeric_escapes_are_bytes and (base == 8 or max_value <= 0xFF)
1218            if is_byte and value >= 0:
1219                value &= 0xFF
1220
1221            # A UTF-16 surrogate is only valid as a high half (D800-DBFF) followed by an escaped
1222            # low half (DC00-DFFF), e.g. \uD83D\uDE00 is U+1F600
1223            if 0xD800 <= value <= 0xDFFF:
1224                low, low_end = -1, end
1225                if value <= 0xDBFF and sql[end : end + 2] == "\\" + peek:
1226                    low, low_end = self._read_numeric_escape(
1227                        end + 2, base, min_digits, max_digits, max_value
1228                    )
1229
1230                if 0xDC00 <= low <= 0xDFFF:
1231                    # Combine the two halves into a single code point (standard formula)
1232                    value = 0x10000 + ((value - 0xD800) << 10) + (low - 0xDC00)
1233                    end = low_end
1234                elif self.lone_surrogate_replacement and end < self.size:
1235                    # A lone surrogate isn't a character, so some engines replace it (e.g. with ?)
1236                    self._advance(end - start + 1)
1237                    return self.lone_surrogate_replacement
1238                else:
1239                    # A lone surrogate isn't a character, so the escape isn't decoded
1240                    value = -1
1241
1242            # Decode one UTF-8 character at a time to avoid rescanning long invalid byte runs.
1243            # Invalid UTF-8 falls back to decoding each byte as a code point. This first check
1244            # detects whether the byte can start a multi-byte UTF-8 character.
1245            if is_byte and 0xC2 <= value <= 0xF4:
1246                run = bytearray([value])
1247                run_end = end
1248                byte_count = 2 if value < 0xE0 else 3 if value < 0xF0 else 4
1249                while len(run) < byte_count and sql[run_end : run_end + 1] == "\\":
1250                    byte, byte_end = self._read_byte_escape(run_end)
1251                    if not 0x80 <= byte <= 0xBF:
1252                        break
1253                    run.append(byte)
1254                    run_end = byte_end
1255
1256                try:
1257                    decoded = run.decode("utf-8")
1258                except UnicodeDecodeError:
1259                    decoded = ""
1260
1261                if decoded and run_end < self.size:
1262                    self._advance(run_end - start + 1)
1263                    return decoded
1264
1265            # -1 means the escape isn't decoded, e.g. because it has too few digits. An escape at the
1266            # end of the input is left to the caller, which reports the unterminated string
1267            if value >= 0 and end < self.size:
1268                # Move past the whole escape, from the backslash through its last digit
1269                self._advance(end - start + 1)
1270                return chr(value)
1271
1272        return ""
1273
1274    def _extract_string(
1275        self,
1276        delimiter: str,
1277        escapes: set[str] | None = None,
1278        raw_string: bool = False,
1279        raise_unmatched: bool = True,
1280        bytes_literal: bool = False,
1281    ) -> str:
1282        """
1283        Extracts a string up to the delimiter, decoding its escape sequences. For byte literals,
1284        each char of the result is a byte, so non-ASCII chars are stored as their UTF-8 bytes.
1285        """
1286        text = ""
1287        delim_size = len(delimiter)
1288        escapes = self.string_escapes if escapes is None else escapes
1289        unescaped_sequences = self.unescaped_sequences
1290        numeric_escapes = self.numeric_escapes
1291        drop_unknown_escapes = self.drop_unknown_escapes
1292        string_escapes_allowed_in_raw_strings = self.string_escapes_allowed_in_raw_strings
1293        quotes = self.quotes
1294        sql = self.sql
1295
1296        # use str.find() when the string is simple... no \ or other escapes
1297        if delim_size == 1:
1298            pos = self._current - 1
1299            end = sql.find(delimiter, pos)
1300
1301            if (
1302                # the closing delimiter was found
1303                end != -1
1304                # there's no doubled delimiter (e.g. '' escape), or the delimiter isn't an escape char
1305                and (end + 1 >= self.size or sql[end + 1] != delimiter or delimiter not in escapes)
1306                # no backslash in the string that would need escape processing
1307                and (not (unescaped_sequences or "\\" in escapes) or sql.find("\\", pos, end) == -1)
1308            ):
1309                newlines = sql.count("\n", pos, end)
1310                if newlines:
1311                    self._line += newlines
1312                    self._col = end - sql.rfind("\n", pos, end)
1313                else:
1314                    self._col += end - pos
1315
1316                self._current = end + 1
1317                self._end = self._current >= self.size
1318                self._char = sql[end]
1319                self._peek = "" if self._end else sql[self._current]
1320                text = sql[pos:end]
1321                if bytes_literal and not text.isascii():
1322                    text = text.encode("utf-8").decode("latin-1")
1323                return text
1324
1325        while True:
1326            backslash_escape = not raw_string and self._char == "\\" and "\\" in escapes
1327
1328            # Numeric escapes come first, since they may overlap fixed sequences (e.g. \000 vs \0)
1329            if backslash_escape and numeric_escapes:
1330                decoded = self._scan_numeric_escape()
1331                if decoded:
1332                    text += decoded
1333                    continue
1334
1335            # An escape at the end of the input is left to the checks below, which report the
1336            # unterminated string
1337            if (
1338                not raw_string
1339                and unescaped_sequences
1340                and self._char in escapes
1341                and self._current + 1 < self.size
1342            ):
1343                unescaped_sequence = unescaped_sequences.get(self._char + self._peek)
1344                if unescaped_sequence is not None:
1345                    # Advance one char at a time so that line numbers are updated for a newline
1346                    if self._peek in "\n\r":
1347                        self._advance()
1348                        self._advance()
1349                    else:
1350                        self._advance(2)
1351                    text += unescaped_sequence
1352                    continue
1353
1354            # Not decoded: drop the backslash if configured, unless the string is unterminated
1355            if backslash_escape and drop_unknown_escapes and self._current + 1 < self.size:
1356                # Advance one char at a time so that line numbers are updated if `peek` is a newline
1357                peek = self._peek
1358                self._advance()
1359                self._advance()
1360                text += peek.encode("utf-8").decode("latin-1") if bytes_literal else peek
1361                continue
1362
1363            # An escaped quote before the closing delimiter (e.g. \" in """a\"""") must be
1364            # consumed here, otherwise it'd be picked up by the delimiter check below and
1365            # terminate the string early. This is only relevant for multi-char delimiters
1366            # made up of quote chars, e.g. it shouldn't apply to Snowflake's $$ strings
1367            escaped_delimiter = self._peek == delimiter or (
1368                delim_size > 1 and self._peek == delimiter[0] and self._peek in quotes
1369            )
1370
1371            if (
1372                (string_escapes_allowed_in_raw_strings or not raw_string)
1373                and self._char in escapes
1374                and (escaped_delimiter or self._peek in escapes)
1375                and (self._char not in quotes or self._char == self._peek)
1376            ):
1377                if escaped_delimiter:
1378                    text += self._peek if not raw_string else self._char + self._peek
1379                else:
1380                    text += self._char + self._peek
1381
1382                if self._current + 1 < self.size:
1383                    self._advance(2)
1384                else:
1385                    raise TokenError(f"Missing {delimiter} from {self._line}:{self._current}")
1386            else:
1387                if self._chars(delim_size) == delimiter:
1388                    if delim_size > 1:
1389                        self._advance(delim_size - 1)
1390                    break
1391
1392                if self._end:
1393                    if not raise_unmatched:
1394                        return text + self._char
1395
1396                    raise TokenError(f"Missing {delimiter} from {self._line}:{self._start}")
1397
1398                current = self._current - 1
1399                self._advance(alnum=True)
1400                chunk = sql[current : self._current - 1]
1401                if bytes_literal and not chunk.isascii():
1402                    chunk = chunk.encode("utf-8").decode("latin-1")
1403                text += chunk
1404
1405        return text
class TokenType(enum.IntEnum):
 16class TokenType(IntEnum):
 17    L_PAREN = auto()
 18    R_PAREN = auto()
 19    L_BRACKET = auto()
 20    R_BRACKET = auto()
 21    L_BRACE = auto()
 22    R_BRACE = auto()
 23    COMMA = auto()
 24    DOT = auto()
 25    DASH = auto()
 26    PLUS = auto()
 27    COLON = auto()
 28    DOTCOLON = auto()
 29    DOTCARET = auto()
 30    DCOLON = auto()
 31    DCOLONDOLLAR = auto()
 32    DCOLONPERCENT = auto()
 33    DCOLONQMARK = auto()
 34    DQMARK = auto()
 35    SEMICOLON = auto()
 36    STAR = auto()
 37    BACKSLASH = auto()
 38    SLASH = auto()
 39    LT = auto()
 40    LTE = auto()
 41    GT = auto()
 42    GTE = auto()
 43    NOT = auto()
 44    EQ = auto()
 45    NEQ = auto()
 46    NULLSAFE_EQ = auto()
 47    COLON_EQ = auto()
 48    COLON_GT = auto()
 49    NCOLON_GT = auto()
 50    AND = auto()
 51    OR = auto()
 52    AMP = auto()
 53    DPIPE = auto()
 54    PIPE_GT = auto()
 55    PIPE = auto()
 56    PIPE_SLASH = auto()
 57    DPIPE_SLASH = auto()
 58    CARET = auto()
 59    CARET_AT = auto()
 60    TILDE = auto()
 61    ARROW = auto()
 62    DARROW = auto()
 63    FARROW = auto()
 64    HASH = auto()
 65    HASH_ARROW = auto()
 66    DHASH_ARROW = auto()
 67    LR_ARROW = auto()
 68    LLRR_ARROW = auto()
 69    DAT = auto()
 70    AT_QMARK = auto()
 71    LT_AT = auto()
 72    AT_GT = auto()
 73    DOLLAR = auto()
 74    PARAMETER = auto()
 75    SESSION = auto()
 76    SESSION_PARAMETER = auto()
 77    SESSION_USER = auto()
 78    DAMP = auto()
 79    AMP_LT = auto()
 80    AMP_GT = auto()
 81    ADJACENT = auto()
 82    XOR = auto()
 83    DSTAR = auto()
 84    QMARK_AMP = auto()
 85    QMARK_PIPE = auto()
 86    HASH_DASH = auto()
 87    EXCLAMATION = auto()
 88
 89    URI_START = auto()
 90
 91    BLOCK_START = auto()
 92    BLOCK_END = auto()
 93
 94    SPACE = auto()
 95    BREAK = auto()
 96
 97    STRING = auto()
 98    NUMBER = auto()
 99    IDENTIFIER = auto()
100    DATABASE = auto()
101    COLUMN = auto()
102    COLUMN_DEF = auto()
103    SCHEMA = auto()
104    TABLE = auto()
105    WAREHOUSE = auto()
106    STAGE = auto()
107    STREAM = auto()
108    STREAMLIT = auto()
109    VAR = auto()
110    BIT_STRING = auto()
111    HEX_STRING = auto()
112    BYTE_STRING = auto()
113    NATIONAL_RAW_STRING = auto()
114    NATIONAL_STRING = auto()
115    RAW_STRING = auto()
116    HEREDOC_STRING = auto()
117    UNICODE_STRING = auto()
118
119    # types
120    BIT = auto()
121    BOOLEAN = auto()
122    TINYINT = auto()
123    UTINYINT = auto()
124    SMALLINT = auto()
125    USMALLINT = auto()
126    MEDIUMINT = auto()
127    UMEDIUMINT = auto()
128    INT = auto()
129    UINT = auto()
130    BIGINT = auto()
131    UBIGINT = auto()
132    BIGNUM = auto()
133    INT128 = auto()
134    UINT128 = auto()
135    INT256 = auto()
136    UINT256 = auto()
137    FLOAT = auto()
138    DOUBLE = auto()
139    UDOUBLE = auto()
140    DECIMAL = auto()
141    DECIMAL32 = auto()
142    DECIMAL64 = auto()
143    DECIMAL128 = auto()
144    DECIMAL256 = auto()
145    DECFLOAT = auto()
146    UDECIMAL = auto()
147    BIGDECIMAL = auto()
148    CHAR = auto()
149    NCHAR = auto()
150    VARCHAR = auto()
151    NVARCHAR = auto()
152    BPCHAR = auto()
153    TEXT = auto()
154    MEDIUMTEXT = auto()
155    LONGTEXT = auto()
156    BLOB = auto()
157    MEDIUMBLOB = auto()
158    LONGBLOB = auto()
159    TINYBLOB = auto()
160    TINYTEXT = auto()
161    NAME = auto()
162    BINARY = auto()
163    VARBINARY = auto()
164    JSON = auto()
165    JSONB = auto()
166    TIME = auto()
167    TIMETZ = auto()
168    TIME_NS = auto()
169    TIMESTAMP = auto()
170    TIMESTAMPTZ = auto()
171    TIMESTAMPLTZ = auto()
172    TIMESTAMPNTZ = auto()
173    TIMESTAMP_S = auto()
174    TIMESTAMP_MS = auto()
175    TIMESTAMP_NS = auto()
176    DATETIME = auto()
177    DATETIME2 = auto()
178    DATETIME64 = auto()
179    SMALLDATETIME = auto()
180    DATE = auto()
181    DATE32 = auto()
182    INT4RANGE = auto()
183    INT4MULTIRANGE = auto()
184    INT8RANGE = auto()
185    INT8MULTIRANGE = auto()
186    NUMRANGE = auto()
187    NUMMULTIRANGE = auto()
188    TSRANGE = auto()
189    TSMULTIRANGE = auto()
190    TSTZRANGE = auto()
191    TSTZMULTIRANGE = auto()
192    DATERANGE = auto()
193    DATEMULTIRANGE = auto()
194    UUID = auto()
195    GEOGRAPHY = auto()
196    GEOGRAPHYPOINT = auto()
197    NULLABLE = auto()
198    GEOMETRY = auto()
199    POINT = auto()
200    RING = auto()
201    LINESTRING = auto()
202    LOCALTIME = auto()
203    LOCALTIMESTAMP = auto()
204    SYSTIMESTAMP = auto()
205    MULTILINESTRING = auto()
206    POLYGON = auto()
207    MULTIPOLYGON = auto()
208    HLLSKETCH = auto()
209    HSTORE = auto()
210    SUPER = auto()
211    SERIAL = auto()
212    SMALLSERIAL = auto()
213    BIGSERIAL = auto()
214    XML = auto()
215    YEAR = auto()
216    USERDEFINED = auto()
217    MONEY = auto()
218    SMALLMONEY = auto()
219    ROWVERSION = auto()
220    IMAGE = auto()
221    VARIANT = auto()
222    OBJECT = auto()
223    INET = auto()
224    IPADDRESS = auto()
225    IPPREFIX = auto()
226    IPV4 = auto()
227    IPV6 = auto()
228    ENUM = auto()
229    ENUM8 = auto()
230    ENUM16 = auto()
231    FIXEDSTRING = auto()
232    LOWCARDINALITY = auto()
233    NESTED = auto()
234    AGGREGATEFUNCTION = auto()
235    SIMPLEAGGREGATEFUNCTION = auto()
236    TDIGEST = auto()
237    UNKNOWN = auto()
238    VECTOR = auto()
239    DYNAMIC = auto()
240    VOID = auto()
241
242    # keywords
243    ALIAS = auto()
244    ALTER = auto()
245    ALL = auto()
246    ANTI = auto()
247    ANY = auto()
248    APPLY = auto()
249    ARRAY = auto()
250    ASC = auto()
251    ASOF = auto()
252    ATTACH = auto()
253    AUTO_INCREMENT = auto()
254    BEGIN = auto()
255    BETWEEN = auto()
256    BULK_COLLECT_INTO = auto()
257    CACHE = auto()
258    CASE = auto()
259    CHARACTER_SET = auto()
260    CLUSTER_BY = auto()
261    COLLATE = auto()
262    COMMAND = auto()
263    COMMENT = auto()
264    COMMIT = auto()
265    CONNECT_BY = auto()
266    CONSTRAINT = auto()
267    COPY = auto()
268    CREATE = auto()
269    CROSS = auto()
270    CUBE = auto()
271    CURRENT_DATE = auto()
272    CURRENT_DATETIME = auto()
273    CURRENT_SCHEMA = auto()
274    CURRENT_TIME = auto()
275    CURRENT_TIMESTAMP = auto()
276    CURRENT_USER = auto()
277    CURRENT_USER_ID = auto()
278    CURRENT_ROLE = auto()
279    CURRENT_CATALOG = auto()
280    DECLARE = auto()
281    DEFAULT = auto()
282    DELETE = auto()
283    DESC = auto()
284    DESCRIBE = auto()
285    DETACH = auto()
286    DICTIONARY = auto()
287    DISTINCT = auto()
288    DISTRIBUTE_BY = auto()
289    DIV = auto()
290    DROP = auto()
291    ELSE = auto()
292    END = auto()
293    ESCAPE = auto()
294    EXCEPT = auto()
295    EXECUTE = auto()
296    EXISTS = auto()
297    FALSE = auto()
298    FETCH = auto()
299    FILE = auto()
300    FILE_FORMAT = auto()
301    FILTER = auto()
302    FINAL = auto()
303    FIRST = auto()
304    FOR = auto()
305    FORCE = auto()
306    FOREIGN_KEY = auto()
307    FORMAT = auto()
308    FROM = auto()
309    FULL = auto()
310    FUNCTION = auto()
311    GET = auto()
312    GLOB = auto()
313    GLOBAL = auto()
314    GRANT = auto()
315    GROUP_BY = auto()
316    GROUPING_SETS = auto()
317    HAVING = auto()
318    HINT = auto()
319    IGNORE = auto()
320    ILIKE = auto()
321    IN = auto()
322    INDEX = auto()
323    INDEXED_BY = auto()
324    INNER = auto()
325    INSERT = auto()
326    INSTALL = auto()
327    INTEGRATION = auto()
328    INTERSECT = auto()
329    INTERVAL = auto()
330    INTO = auto()
331    INTRODUCER = auto()
332    IRLIKE = auto()
333    IS = auto()
334    ISNULL = auto()
335    JOIN = auto()
336    JOIN_MARKER = auto()
337    KEEP = auto()
338    KEY = auto()
339    KILL = auto()
340    LANGUAGE = auto()
341    LATERAL = auto()
342    LEFT = auto()
343    LIKE = auto()
344    LIMIT = auto()
345    LIST = auto()
346    LOAD = auto()
347    LOCK = auto()
348    MAP = auto()
349    MATCH = auto()
350    MATCH_CONDITION = auto()
351    MATCH_RECOGNIZE = auto()
352    MEMBER_OF = auto()
353    MERGE = auto()
354    MOD = auto()
355    MODEL = auto()
356    NATURAL = auto()
357    NEXT = auto()
358    NOTHING = auto()
359    NOTNULL = auto()
360    NULL = auto()
361    OBJECT_IDENTIFIER = auto()
362    OFFSET = auto()
363    ON = auto()
364    ONLY = auto()
365    OPERATOR = auto()
366    ORDER_BY = auto()
367    ORDER_SIBLINGS_BY = auto()
368    ORDERED = auto()
369    ORDINALITY = auto()
370    OUT = auto()
371    INOUT = auto()
372    OUTER = auto()
373    OVER = auto()
374    OVERLAPS = auto()
375    OVERWRITE = auto()
376    PACKAGE = auto()
377    PARTITION = auto()
378    PARTITION_BY = auto()
379    PASTE = auto()
380    PERCENT = auto()
381    PIVOT = auto()
382    PLACEHOLDER = auto()
383    POLICY = auto()
384    POOL = auto()
385    POSITIONAL = auto()
386    PRAGMA = auto()
387    PREWHERE = auto()
388    PRIMARY_KEY = auto()
389    PROCEDURE = auto()
390    PROPERTIES = auto()
391    PROJECTION = auto()
392    PSEUDO_TYPE = auto()
393    PUT = auto()
394    QUALIFY = auto()
395    QUOTE = auto()
396    QDCOLON = auto()
397    RANGE = auto()
398    RECURSIVE = auto()
399    REFRESH = auto()
400    RENAME = auto()
401    REPLACE = auto()
402    RETURNING = auto()
403    REVOKE = auto()
404    REFERENCES = auto()
405    RIGHT = auto()
406    RLIKE = auto()
407    ROLE = auto()
408    ROLLBACK = auto()
409    ROLLUP = auto()
410    ROW = auto()
411    ROWS = auto()
412    RULE = auto()
413    SELECT = auto()
414    SEMI = auto()
415    SEPARATOR = auto()
416    SEQUENCE = auto()
417    SERDE_PROPERTIES = auto()
418    SET = auto()
419    SETTINGS = auto()
420    SHOW = auto()
421    SIMILAR_TO = auto()
422    SOME = auto()
423    SORT_BY = auto()
424    SOUNDS_LIKE = auto()
425    SQL_SECURITY = auto()
426    START_WITH = auto()
427    STORAGE_INTEGRATION = auto()
428    STRAIGHT_JOIN = auto()
429    STRUCT = auto()
430    SUMMARIZE = auto()
431    TABLE_SAMPLE = auto()
432    TAG = auto()
433    TEMPORARY = auto()
434    TOP = auto()
435    THEN = auto()
436    TRUE = auto()
437    TRUNCATE = auto()
438    TRIGGER = auto()
439    TYPE = auto()
440    UNCACHE = auto()
441    UNDROP = auto()
442    UNION = auto()
443    UNNEST = auto()
444    UNPIVOT = auto()
445    UPDATE = auto()
446    USE = auto()
447    USING = auto()
448    VALUES = auto()
449    VARIADIC = auto()
450    VIEW = auto()
451    SEMANTIC_VIEW = auto()
452    VOLATILE = auto()
453    VOLUME = auto()
454    WHEN = auto()
455    WHERE = auto()
456    WINDOW = auto()
457    WITH = auto()
458    UNIQUE = auto()
459    UTC_DATE = auto()
460    UTC_TIME = auto()
461    UTC_TIMESTAMP = auto()
462    OPTION = auto()
463    SINK = auto()
464    SOURCE = auto()
465    ANALYZE = auto()
466    NAMESPACE = auto()
467    EXPORT = auto()
468
469    # sentinels
470    HIVE_TOKEN_STREAM = auto()
471    SENTINEL = auto()
472
473    def __str__(self) -> str:
474        return f"TokenType.{self.name}"

An enumeration.

L_PAREN = <TokenType.L_PAREN: 1>
R_PAREN = <TokenType.R_PAREN: 2>
L_BRACKET = <TokenType.L_BRACKET: 3>
R_BRACKET = <TokenType.R_BRACKET: 4>
L_BRACE = <TokenType.L_BRACE: 5>
R_BRACE = <TokenType.R_BRACE: 6>
COMMA = <TokenType.COMMA: 7>
DOT = <TokenType.DOT: 8>
DASH = <TokenType.DASH: 9>
PLUS = <TokenType.PLUS: 10>
COLON = <TokenType.COLON: 11>
DOTCOLON = <TokenType.DOTCOLON: 12>
DOTCARET = <TokenType.DOTCARET: 13>
DCOLON = <TokenType.DCOLON: 14>
DCOLONDOLLAR = <TokenType.DCOLONDOLLAR: 15>
DCOLONPERCENT = <TokenType.DCOLONPERCENT: 16>
DCOLONQMARK = <TokenType.DCOLONQMARK: 17>
DQMARK = <TokenType.DQMARK: 18>
SEMICOLON = <TokenType.SEMICOLON: 19>
STAR = <TokenType.STAR: 20>
BACKSLASH = <TokenType.BACKSLASH: 21>
SLASH = <TokenType.SLASH: 22>
LT = <TokenType.LT: 23>
LTE = <TokenType.LTE: 24>
GT = <TokenType.GT: 25>
GTE = <TokenType.GTE: 26>
NOT = <TokenType.NOT: 27>
EQ = <TokenType.EQ: 28>
NEQ = <TokenType.NEQ: 29>
NULLSAFE_EQ = <TokenType.NULLSAFE_EQ: 30>
COLON_EQ = <TokenType.COLON_EQ: 31>
COLON_GT = <TokenType.COLON_GT: 32>
NCOLON_GT = <TokenType.NCOLON_GT: 33>
AND = <TokenType.AND: 34>
OR = <TokenType.OR: 35>
AMP = <TokenType.AMP: 36>
DPIPE = <TokenType.DPIPE: 37>
PIPE_GT = <TokenType.PIPE_GT: 38>
PIPE = <TokenType.PIPE: 39>
PIPE_SLASH = <TokenType.PIPE_SLASH: 40>
DPIPE_SLASH = <TokenType.DPIPE_SLASH: 41>
CARET = <TokenType.CARET: 42>
CARET_AT = <TokenType.CARET_AT: 43>
TILDE = <TokenType.TILDE: 44>
ARROW = <TokenType.ARROW: 45>
DARROW = <TokenType.DARROW: 46>
FARROW = <TokenType.FARROW: 47>
HASH = <TokenType.HASH: 48>
HASH_ARROW = <TokenType.HASH_ARROW: 49>
DHASH_ARROW = <TokenType.DHASH_ARROW: 50>
LR_ARROW = <TokenType.LR_ARROW: 51>
LLRR_ARROW = <TokenType.LLRR_ARROW: 52>
DAT = <TokenType.DAT: 53>
AT_QMARK = <TokenType.AT_QMARK: 54>
LT_AT = <TokenType.LT_AT: 55>
AT_GT = <TokenType.AT_GT: 56>
DOLLAR = <TokenType.DOLLAR: 57>
PARAMETER = <TokenType.PARAMETER: 58>
SESSION = <TokenType.SESSION: 59>
SESSION_PARAMETER = <TokenType.SESSION_PARAMETER: 60>
SESSION_USER = <TokenType.SESSION_USER: 61>
DAMP = <TokenType.DAMP: 62>
AMP_LT = <TokenType.AMP_LT: 63>
AMP_GT = <TokenType.AMP_GT: 64>
ADJACENT = <TokenType.ADJACENT: 65>
XOR = <TokenType.XOR: 66>
DSTAR = <TokenType.DSTAR: 67>
QMARK_AMP = <TokenType.QMARK_AMP: 68>
QMARK_PIPE = <TokenType.QMARK_PIPE: 69>
HASH_DASH = <TokenType.HASH_DASH: 70>
EXCLAMATION = <TokenType.EXCLAMATION: 71>
URI_START = <TokenType.URI_START: 72>
BLOCK_START = <TokenType.BLOCK_START: 73>
BLOCK_END = <TokenType.BLOCK_END: 74>
SPACE = <TokenType.SPACE: 75>
BREAK = <TokenType.BREAK: 76>
STRING = <TokenType.STRING: 77>
NUMBER = <TokenType.NUMBER: 78>
IDENTIFIER = <TokenType.IDENTIFIER: 79>
DATABASE = <TokenType.DATABASE: 80>
COLUMN = <TokenType.COLUMN: 81>
COLUMN_DEF = <TokenType.COLUMN_DEF: 82>
SCHEMA = <TokenType.SCHEMA: 83>
TABLE = <TokenType.TABLE: 84>
WAREHOUSE = <TokenType.WAREHOUSE: 85>
STAGE = <TokenType.STAGE: 86>
STREAM = <TokenType.STREAM: 87>
STREAMLIT = <TokenType.STREAMLIT: 88>
VAR = <TokenType.VAR: 89>
BIT_STRING = <TokenType.BIT_STRING: 90>
HEX_STRING = <TokenType.HEX_STRING: 91>
BYTE_STRING = <TokenType.BYTE_STRING: 92>
NATIONAL_RAW_STRING = <TokenType.NATIONAL_RAW_STRING: 93>
NATIONAL_STRING = <TokenType.NATIONAL_STRING: 94>
RAW_STRING = <TokenType.RAW_STRING: 95>
HEREDOC_STRING = <TokenType.HEREDOC_STRING: 96>
UNICODE_STRING = <TokenType.UNICODE_STRING: 97>
BIT = <TokenType.BIT: 98>
BOOLEAN = <TokenType.BOOLEAN: 99>
TINYINT = <TokenType.TINYINT: 100>
UTINYINT = <TokenType.UTINYINT: 101>
SMALLINT = <TokenType.SMALLINT: 102>
USMALLINT = <TokenType.USMALLINT: 103>
MEDIUMINT = <TokenType.MEDIUMINT: 104>
UMEDIUMINT = <TokenType.UMEDIUMINT: 105>
INT = <TokenType.INT: 106>
UINT = <TokenType.UINT: 107>
BIGINT = <TokenType.BIGINT: 108>
UBIGINT = <TokenType.UBIGINT: 109>
BIGNUM = <TokenType.BIGNUM: 110>
INT128 = <TokenType.INT128: 111>
UINT128 = <TokenType.UINT128: 112>
INT256 = <TokenType.INT256: 113>
UINT256 = <TokenType.UINT256: 114>
FLOAT = <TokenType.FLOAT: 115>
DOUBLE = <TokenType.DOUBLE: 116>
UDOUBLE = <TokenType.UDOUBLE: 117>
DECIMAL = <TokenType.DECIMAL: 118>
DECIMAL32 = <TokenType.DECIMAL32: 119>
DECIMAL64 = <TokenType.DECIMAL64: 120>
DECIMAL128 = <TokenType.DECIMAL128: 121>
DECIMAL256 = <TokenType.DECIMAL256: 122>
DECFLOAT = <TokenType.DECFLOAT: 123>
UDECIMAL = <TokenType.UDECIMAL: 124>
BIGDECIMAL = <TokenType.BIGDECIMAL: 125>
CHAR = <TokenType.CHAR: 126>
NCHAR = <TokenType.NCHAR: 127>
VARCHAR = <TokenType.VARCHAR: 128>
NVARCHAR = <TokenType.NVARCHAR: 129>
BPCHAR = <TokenType.BPCHAR: 130>
TEXT = <TokenType.TEXT: 131>
MEDIUMTEXT = <TokenType.MEDIUMTEXT: 132>
LONGTEXT = <TokenType.LONGTEXT: 133>
BLOB = <TokenType.BLOB: 134>
MEDIUMBLOB = <TokenType.MEDIUMBLOB: 135>
LONGBLOB = <TokenType.LONGBLOB: 136>
TINYBLOB = <TokenType.TINYBLOB: 137>
TINYTEXT = <TokenType.TINYTEXT: 138>
NAME = <TokenType.NAME: 139>
BINARY = <TokenType.BINARY: 140>
VARBINARY = <TokenType.VARBINARY: 141>
JSON = <TokenType.JSON: 142>
JSONB = <TokenType.JSONB: 143>
TIME = <TokenType.TIME: 144>
TIMETZ = <TokenType.TIMETZ: 145>
TIME_NS = <TokenType.TIME_NS: 146>
TIMESTAMP = <TokenType.TIMESTAMP: 147>
TIMESTAMPTZ = <TokenType.TIMESTAMPTZ: 148>
TIMESTAMPLTZ = <TokenType.TIMESTAMPLTZ: 149>
TIMESTAMPNTZ = <TokenType.TIMESTAMPNTZ: 150>
TIMESTAMP_S = <TokenType.TIMESTAMP_S: 151>
TIMESTAMP_MS = <TokenType.TIMESTAMP_MS: 152>
TIMESTAMP_NS = <TokenType.TIMESTAMP_NS: 153>
DATETIME = <TokenType.DATETIME: 154>
DATETIME2 = <TokenType.DATETIME2: 155>
DATETIME64 = <TokenType.DATETIME64: 156>
SMALLDATETIME = <TokenType.SMALLDATETIME: 157>
DATE = <TokenType.DATE: 158>
DATE32 = <TokenType.DATE32: 159>
INT4RANGE = <TokenType.INT4RANGE: 160>
INT4MULTIRANGE = <TokenType.INT4MULTIRANGE: 161>
INT8RANGE = <TokenType.INT8RANGE: 162>
INT8MULTIRANGE = <TokenType.INT8MULTIRANGE: 163>
NUMRANGE = <TokenType.NUMRANGE: 164>
NUMMULTIRANGE = <TokenType.NUMMULTIRANGE: 165>
TSRANGE = <TokenType.TSRANGE: 166>
TSMULTIRANGE = <TokenType.TSMULTIRANGE: 167>
TSTZRANGE = <TokenType.TSTZRANGE: 168>
TSTZMULTIRANGE = <TokenType.TSTZMULTIRANGE: 169>
DATERANGE = <TokenType.DATERANGE: 170>
DATEMULTIRANGE = <TokenType.DATEMULTIRANGE: 171>
UUID = <TokenType.UUID: 172>
GEOGRAPHY = <TokenType.GEOGRAPHY: 173>
GEOGRAPHYPOINT = <TokenType.GEOGRAPHYPOINT: 174>
NULLABLE = <TokenType.NULLABLE: 175>
GEOMETRY = <TokenType.GEOMETRY: 176>
POINT = <TokenType.POINT: 177>
RING = <TokenType.RING: 178>
LINESTRING = <TokenType.LINESTRING: 179>
LOCALTIME = <TokenType.LOCALTIME: 180>
LOCALTIMESTAMP = <TokenType.LOCALTIMESTAMP: 181>
SYSTIMESTAMP = <TokenType.SYSTIMESTAMP: 182>
MULTILINESTRING = <TokenType.MULTILINESTRING: 183>
POLYGON = <TokenType.POLYGON: 184>
MULTIPOLYGON = <TokenType.MULTIPOLYGON: 185>
HLLSKETCH = <TokenType.HLLSKETCH: 186>
HSTORE = <TokenType.HSTORE: 187>
SUPER = <TokenType.SUPER: 188>
SERIAL = <TokenType.SERIAL: 189>
SMALLSERIAL = <TokenType.SMALLSERIAL: 190>
BIGSERIAL = <TokenType.BIGSERIAL: 191>
XML = <TokenType.XML: 192>
YEAR = <TokenType.YEAR: 193>
USERDEFINED = <TokenType.USERDEFINED: 194>
MONEY = <TokenType.MONEY: 195>
SMALLMONEY = <TokenType.SMALLMONEY: 196>
ROWVERSION = <TokenType.ROWVERSION: 197>
IMAGE = <TokenType.IMAGE: 198>
VARIANT = <TokenType.VARIANT: 199>
OBJECT = <TokenType.OBJECT: 200>
INET = <TokenType.INET: 201>
IPADDRESS = <TokenType.IPADDRESS: 202>
IPPREFIX = <TokenType.IPPREFIX: 203>
IPV4 = <TokenType.IPV4: 204>
IPV6 = <TokenType.IPV6: 205>
ENUM = <TokenType.ENUM: 206>
ENUM8 = <TokenType.ENUM8: 207>
ENUM16 = <TokenType.ENUM16: 208>
FIXEDSTRING = <TokenType.FIXEDSTRING: 209>
LOWCARDINALITY = <TokenType.LOWCARDINALITY: 210>
NESTED = <TokenType.NESTED: 211>
AGGREGATEFUNCTION = <TokenType.AGGREGATEFUNCTION: 212>
SIMPLEAGGREGATEFUNCTION = <TokenType.SIMPLEAGGREGATEFUNCTION: 213>
TDIGEST = <TokenType.TDIGEST: 214>
UNKNOWN = <TokenType.UNKNOWN: 215>
VECTOR = <TokenType.VECTOR: 216>
DYNAMIC = <TokenType.DYNAMIC: 217>
VOID = <TokenType.VOID: 218>
ALIAS = <TokenType.ALIAS: 219>
ALTER = <TokenType.ALTER: 220>
ALL = <TokenType.ALL: 221>
ANTI = <TokenType.ANTI: 222>
ANY = <TokenType.ANY: 223>
APPLY = <TokenType.APPLY: 224>
ARRAY = <TokenType.ARRAY: 225>
ASC = <TokenType.ASC: 226>
ASOF = <TokenType.ASOF: 227>
ATTACH = <TokenType.ATTACH: 228>
AUTO_INCREMENT = <TokenType.AUTO_INCREMENT: 229>
BEGIN = <TokenType.BEGIN: 230>
BETWEEN = <TokenType.BETWEEN: 231>
BULK_COLLECT_INTO = <TokenType.BULK_COLLECT_INTO: 232>
CACHE = <TokenType.CACHE: 233>
CASE = <TokenType.CASE: 234>
CHARACTER_SET = <TokenType.CHARACTER_SET: 235>
CLUSTER_BY = <TokenType.CLUSTER_BY: 236>
COLLATE = <TokenType.COLLATE: 237>
COMMAND = <TokenType.COMMAND: 238>
COMMENT = <TokenType.COMMENT: 239>
COMMIT = <TokenType.COMMIT: 240>
CONNECT_BY = <TokenType.CONNECT_BY: 241>
CONSTRAINT = <TokenType.CONSTRAINT: 242>
COPY = <TokenType.COPY: 243>
CREATE = <TokenType.CREATE: 244>
CROSS = <TokenType.CROSS: 245>
CUBE = <TokenType.CUBE: 246>
CURRENT_DATE = <TokenType.CURRENT_DATE: 247>
CURRENT_DATETIME = <TokenType.CURRENT_DATETIME: 248>
CURRENT_SCHEMA = <TokenType.CURRENT_SCHEMA: 249>
CURRENT_TIME = <TokenType.CURRENT_TIME: 250>
CURRENT_TIMESTAMP = <TokenType.CURRENT_TIMESTAMP: 251>
CURRENT_USER = <TokenType.CURRENT_USER: 252>
CURRENT_USER_ID = <TokenType.CURRENT_USER_ID: 253>
CURRENT_ROLE = <TokenType.CURRENT_ROLE: 254>
CURRENT_CATALOG = <TokenType.CURRENT_CATALOG: 255>
DECLARE = <TokenType.DECLARE: 256>
DEFAULT = <TokenType.DEFAULT: 257>
DELETE = <TokenType.DELETE: 258>
DESC = <TokenType.DESC: 259>
DESCRIBE = <TokenType.DESCRIBE: 260>
DETACH = <TokenType.DETACH: 261>
DICTIONARY = <TokenType.DICTIONARY: 262>
DISTINCT = <TokenType.DISTINCT: 263>
DISTRIBUTE_BY = <TokenType.DISTRIBUTE_BY: 264>
DIV = <TokenType.DIV: 265>
DROP = <TokenType.DROP: 266>
ELSE = <TokenType.ELSE: 267>
END = <TokenType.END: 268>
ESCAPE = <TokenType.ESCAPE: 269>
EXCEPT = <TokenType.EXCEPT: 270>
EXECUTE = <TokenType.EXECUTE: 271>
EXISTS = <TokenType.EXISTS: 272>
FALSE = <TokenType.FALSE: 273>
FETCH = <TokenType.FETCH: 274>
FILE = <TokenType.FILE: 275>
FILE_FORMAT = <TokenType.FILE_FORMAT: 276>
FILTER = <TokenType.FILTER: 277>
FINAL = <TokenType.FINAL: 278>
FIRST = <TokenType.FIRST: 279>
FOR = <TokenType.FOR: 280>
FORCE = <TokenType.FORCE: 281>
FOREIGN_KEY = <TokenType.FOREIGN_KEY: 282>
FORMAT = <TokenType.FORMAT: 283>
FROM = <TokenType.FROM: 284>
FULL = <TokenType.FULL: 285>
FUNCTION = <TokenType.FUNCTION: 286>
GET = <TokenType.GET: 287>
GLOB = <TokenType.GLOB: 288>
GLOBAL = <TokenType.GLOBAL: 289>
GRANT = <TokenType.GRANT: 290>
GROUP_BY = <TokenType.GROUP_BY: 291>
GROUPING_SETS = <TokenType.GROUPING_SETS: 292>
HAVING = <TokenType.HAVING: 293>
HINT = <TokenType.HINT: 294>
IGNORE = <TokenType.IGNORE: 295>
ILIKE = <TokenType.ILIKE: 296>
IN = <TokenType.IN: 297>
INDEX = <TokenType.INDEX: 298>
INDEXED_BY = <TokenType.INDEXED_BY: 299>
INNER = <TokenType.INNER: 300>
INSERT = <TokenType.INSERT: 301>
INSTALL = <TokenType.INSTALL: 302>
INTEGRATION = <TokenType.INTEGRATION: 303>
INTERSECT = <TokenType.INTERSECT: 304>
INTERVAL = <TokenType.INTERVAL: 305>
INTO = <TokenType.INTO: 306>
INTRODUCER = <TokenType.INTRODUCER: 307>
IRLIKE = <TokenType.IRLIKE: 308>
IS = <TokenType.IS: 309>
ISNULL = <TokenType.ISNULL: 310>
JOIN = <TokenType.JOIN: 311>
JOIN_MARKER = <TokenType.JOIN_MARKER: 312>
KEEP = <TokenType.KEEP: 313>
KEY = <TokenType.KEY: 314>
KILL = <TokenType.KILL: 315>
LANGUAGE = <TokenType.LANGUAGE: 316>
LATERAL = <TokenType.LATERAL: 317>
LEFT = <TokenType.LEFT: 318>
LIKE = <TokenType.LIKE: 319>
LIMIT = <TokenType.LIMIT: 320>
LIST = <TokenType.LIST: 321>
LOAD = <TokenType.LOAD: 322>
LOCK = <TokenType.LOCK: 323>
MAP = <TokenType.MAP: 324>
MATCH = <TokenType.MATCH: 325>
MATCH_CONDITION = <TokenType.MATCH_CONDITION: 326>
MATCH_RECOGNIZE = <TokenType.MATCH_RECOGNIZE: 327>
MEMBER_OF = <TokenType.MEMBER_OF: 328>
MERGE = <TokenType.MERGE: 329>
MOD = <TokenType.MOD: 330>
MODEL = <TokenType.MODEL: 331>
NATURAL = <TokenType.NATURAL: 332>
NEXT = <TokenType.NEXT: 333>
NOTHING = <TokenType.NOTHING: 334>
NOTNULL = <TokenType.NOTNULL: 335>
NULL = <TokenType.NULL: 336>
OBJECT_IDENTIFIER = <TokenType.OBJECT_IDENTIFIER: 337>
OFFSET = <TokenType.OFFSET: 338>
ON = <TokenType.ON: 339>
ONLY = <TokenType.ONLY: 340>
OPERATOR = <TokenType.OPERATOR: 341>
ORDER_BY = <TokenType.ORDER_BY: 342>
ORDER_SIBLINGS_BY = <TokenType.ORDER_SIBLINGS_BY: 343>
ORDERED = <TokenType.ORDERED: 344>
ORDINALITY = <TokenType.ORDINALITY: 345>
OUT = <TokenType.OUT: 346>
INOUT = <TokenType.INOUT: 347>
OUTER = <TokenType.OUTER: 348>
OVER = <TokenType.OVER: 349>
OVERLAPS = <TokenType.OVERLAPS: 350>
OVERWRITE = <TokenType.OVERWRITE: 351>
PACKAGE = <TokenType.PACKAGE: 352>
PARTITION = <TokenType.PARTITION: 353>
PARTITION_BY = <TokenType.PARTITION_BY: 354>
PASTE = <TokenType.PASTE: 355>
PERCENT = <TokenType.PERCENT: 356>
PIVOT = <TokenType.PIVOT: 357>
PLACEHOLDER = <TokenType.PLACEHOLDER: 358>
POLICY = <TokenType.POLICY: 359>
POOL = <TokenType.POOL: 360>
POSITIONAL = <TokenType.POSITIONAL: 361>
PRAGMA = <TokenType.PRAGMA: 362>
PREWHERE = <TokenType.PREWHERE: 363>
PRIMARY_KEY = <TokenType.PRIMARY_KEY: 364>
PROCEDURE = <TokenType.PROCEDURE: 365>
PROPERTIES = <TokenType.PROPERTIES: 366>
PROJECTION = <TokenType.PROJECTION: 367>
PSEUDO_TYPE = <TokenType.PSEUDO_TYPE: 368>
PUT = <TokenType.PUT: 369>
QUALIFY = <TokenType.QUALIFY: 370>
QUOTE = <TokenType.QUOTE: 371>
QDCOLON = <TokenType.QDCOLON: 372>
RANGE = <TokenType.RANGE: 373>
RECURSIVE = <TokenType.RECURSIVE: 374>
REFRESH = <TokenType.REFRESH: 375>
RENAME = <TokenType.RENAME: 376>
REPLACE = <TokenType.REPLACE: 377>
RETURNING = <TokenType.RETURNING: 378>
REVOKE = <TokenType.REVOKE: 379>
REFERENCES = <TokenType.REFERENCES: 380>
RIGHT = <TokenType.RIGHT: 381>
RLIKE = <TokenType.RLIKE: 382>
ROLE = <TokenType.ROLE: 383>
ROLLBACK = <TokenType.ROLLBACK: 384>
ROLLUP = <TokenType.ROLLUP: 385>
ROW = <TokenType.ROW: 386>
ROWS = <TokenType.ROWS: 387>
RULE = <TokenType.RULE: 388>
SELECT = <TokenType.SELECT: 389>
SEMI = <TokenType.SEMI: 390>
SEPARATOR = <TokenType.SEPARATOR: 391>
SEQUENCE = <TokenType.SEQUENCE: 392>
SERDE_PROPERTIES = <TokenType.SERDE_PROPERTIES: 393>
SET = <TokenType.SET: 394>
SETTINGS = <TokenType.SETTINGS: 395>
SHOW = <TokenType.SHOW: 396>
SIMILAR_TO = <TokenType.SIMILAR_TO: 397>
SOME = <TokenType.SOME: 398>
SORT_BY = <TokenType.SORT_BY: 399>
SOUNDS_LIKE = <TokenType.SOUNDS_LIKE: 400>
SQL_SECURITY = <TokenType.SQL_SECURITY: 401>
START_WITH = <TokenType.START_WITH: 402>
STORAGE_INTEGRATION = <TokenType.STORAGE_INTEGRATION: 403>
STRAIGHT_JOIN = <TokenType.STRAIGHT_JOIN: 404>
STRUCT = <TokenType.STRUCT: 405>
SUMMARIZE = <TokenType.SUMMARIZE: 406>
TABLE_SAMPLE = <TokenType.TABLE_SAMPLE: 407>
TAG = <TokenType.TAG: 408>
TEMPORARY = <TokenType.TEMPORARY: 409>
TOP = <TokenType.TOP: 410>
THEN = <TokenType.THEN: 411>
TRUE = <TokenType.TRUE: 412>
TRUNCATE = <TokenType.TRUNCATE: 413>
TRIGGER = <TokenType.TRIGGER: 414>
TYPE = <TokenType.TYPE: 415>
UNCACHE = <TokenType.UNCACHE: 416>
UNDROP = <TokenType.UNDROP: 417>
UNION = <TokenType.UNION: 418>
UNNEST = <TokenType.UNNEST: 419>
UNPIVOT = <TokenType.UNPIVOT: 420>
UPDATE = <TokenType.UPDATE: 421>
USE = <TokenType.USE: 422>
USING = <TokenType.USING: 423>
VALUES = <TokenType.VALUES: 424>
VARIADIC = <TokenType.VARIADIC: 425>
VIEW = <TokenType.VIEW: 426>
SEMANTIC_VIEW = <TokenType.SEMANTIC_VIEW: 427>
VOLATILE = <TokenType.VOLATILE: 428>
VOLUME = <TokenType.VOLUME: 429>
WHEN = <TokenType.WHEN: 430>
WHERE = <TokenType.WHERE: 431>
WINDOW = <TokenType.WINDOW: 432>
WITH = <TokenType.WITH: 433>
UNIQUE = <TokenType.UNIQUE: 434>
UTC_DATE = <TokenType.UTC_DATE: 435>
UTC_TIME = <TokenType.UTC_TIME: 436>
UTC_TIMESTAMP = <TokenType.UTC_TIMESTAMP: 437>
OPTION = <TokenType.OPTION: 438>
SINK = <TokenType.SINK: 439>
SOURCE = <TokenType.SOURCE: 440>
ANALYZE = <TokenType.ANALYZE: 441>
NAMESPACE = <TokenType.NAMESPACE: 442>
EXPORT = <TokenType.EXPORT: 443>
HIVE_TOKEN_STREAM = <TokenType.HIVE_TOKEN_STREAM: 444>
SENTINEL = <TokenType.SENTINEL: 445>
class Token:
477class Token:
478    # mypyc doesn't expose slots
479    _attrs: t.ClassVar[tuple[str, ...]] = (
480        "token_type",
481        "text",
482        "line",
483        "col",
484        "start",
485        "end",
486        "comments",
487    )
488    __slots__ = _attrs
489
490    @classmethod
491    def number(cls, number: int) -> Token:
492        """Returns a NUMBER token with `number` as its text."""
493        return cls(TokenType.NUMBER, str(number))
494
495    @classmethod
496    def string(cls, string: str) -> Token:
497        """Returns a STRING token with `string` as its text."""
498        return cls(TokenType.STRING, string)
499
500    @classmethod
501    def identifier(cls, identifier: str) -> Token:
502        """Returns an IDENTIFIER token with `identifier` as its text."""
503        return cls(TokenType.IDENTIFIER, identifier)
504
505    @classmethod
506    def var(cls, var: str) -> Token:
507        """Returns an VAR token with `var` as its text."""
508        return cls(TokenType.VAR, var)
509
510    def __init__(
511        self,
512        token_type: TokenType,
513        text: str,
514        line: int = 1,
515        col: int = 1,
516        start: int = 0,
517        end: int = 0,
518        comments: list[str] | None = None,
519    ) -> None:
520        self.token_type = token_type
521        self.text = text
522        self.line = line
523        self.col = col
524        self.start = start
525        self.end = end
526        self.comments = [] if comments is None else comments
527
528    def __bool__(self) -> bool:
529        return self.token_type != TokenType.SENTINEL
530
531    def __repr__(self) -> str:
532        attributes = ", ".join(
533            f"{k}: TokenType.{self.token_type.name}"
534            if k == "token_type"
535            else f"{k}: {getattr(self, k)}"
536            for k in self._attrs
537        )
538        return f"<Token {attributes}>"
Token( token_type: TokenType, text: str, line: int = 1, col: int = 1, start: int = 0, end: int = 0, comments: list[str] | None = None)
510    def __init__(
511        self,
512        token_type: TokenType,
513        text: str,
514        line: int = 1,
515        col: int = 1,
516        start: int = 0,
517        end: int = 0,
518        comments: list[str] | None = None,
519    ) -> None:
520        self.token_type = token_type
521        self.text = text
522        self.line = line
523        self.col = col
524        self.start = start
525        self.end = end
526        self.comments = [] if comments is None else comments
@classmethod
def number(cls, number: int) -> Token:
490    @classmethod
491    def number(cls, number: int) -> Token:
492        """Returns a NUMBER token with `number` as its text."""
493        return cls(TokenType.NUMBER, str(number))

Returns a NUMBER token with number as its text.

@classmethod
def string(cls, string: str) -> Token:
495    @classmethod
496    def string(cls, string: str) -> Token:
497        """Returns a STRING token with `string` as its text."""
498        return cls(TokenType.STRING, string)

Returns a STRING token with string as its text.

@classmethod
def identifier(cls, identifier: str) -> Token:
500    @classmethod
501    def identifier(cls, identifier: str) -> Token:
502        """Returns an IDENTIFIER token with `identifier` as its text."""
503        return cls(TokenType.IDENTIFIER, identifier)

Returns an IDENTIFIER token with identifier as its text.

@classmethod
def var(cls, var: str) -> Token:
505    @classmethod
506    def var(cls, var: str) -> Token:
507        """Returns an VAR token with `var` as its text."""
508        return cls(TokenType.VAR, var)

Returns an VAR token with var as its text.

token_type
text
line
col
start
end
comments
class TokenizerCore:
 541class TokenizerCore:
 542    __slots__ = (
 543        "sql",
 544        "size",
 545        "tokens",
 546        "_start",
 547        "_current",
 548        "_line",
 549        "_col",
 550        "_comments",
 551        "_char",
 552        "_end",
 553        "_peek",
 554        "_prev_token_line",
 555        "single_tokens",
 556        "keywords",
 557        "quotes",
 558        "format_strings",
 559        "identifiers",
 560        "comments",
 561        "string_escapes",
 562        "byte_string_escapes",
 563        "identifier_escapes",
 564        "commands",
 565        "command_prefix_tokens",
 566        "nested_comments",
 567        "dash_comment_requires_boundary",
 568        "comments_terminate_at_newline_only",
 569        "hint_start",
 570        "tokens_preceding_hint",
 571        "has_bit_strings",
 572        "has_hex_strings",
 573        "numeric_literals",
 574        "var_single_tokens",
 575        "string_escapes_allowed_in_raw_strings",
 576        "heredoc_tag_is_identifier",
 577        "heredoc_string_alternative",
 578        "keyword_trie",
 579        "numbers_can_be_underscore_separated",
 580        "numbers_can_have_decimals",
 581        "identifiers_can_start_with_digit",
 582        "unescaped_sequences",
 583        "numeric_escapes",
 584        "drop_unknown_escapes",
 585        "numeric_escapes_are_bytes",
 586        "byte_strings_are_bytes",
 587        "lone_surrogate_replacement",
 588    )
 589
 590    def __init__(
 591        self,
 592        single_tokens: dict[str, TokenType],
 593        keywords: dict[str, TokenType],
 594        quotes: dict[str, str],
 595        format_strings: dict[str, tuple[str, TokenType]],
 596        identifiers: dict[str, str],
 597        comments: dict[str, str | None],
 598        string_escapes: set[str],
 599        byte_string_escapes: set[str],
 600        identifier_escapes: set[str],
 601        commands: set[TokenType],
 602        command_prefix_tokens: set[TokenType],
 603        nested_comments: bool,
 604        dash_comment_requires_boundary: bool,
 605        comments_terminate_at_newline_only: bool,
 606        hint_start: str,
 607        tokens_preceding_hint: set[TokenType],
 608        has_bit_strings: bool,
 609        has_hex_strings: bool,
 610        numeric_literals: dict[str, str],
 611        var_single_tokens: set[str],
 612        string_escapes_allowed_in_raw_strings: bool,
 613        heredoc_tag_is_identifier: bool,
 614        heredoc_string_alternative: TokenType,
 615        keyword_trie: dict,
 616        numbers_can_be_underscore_separated: bool,
 617        numbers_can_have_decimals: bool,
 618        identifiers_can_start_with_digit: bool,
 619        unescaped_sequences: dict[str, str],
 620        numeric_escapes: dict[str, tuple[int, int, int, int]],
 621        drop_unknown_escapes: bool,
 622        numeric_escapes_are_bytes: bool,
 623        byte_strings_are_bytes: bool,
 624        lone_surrogate_replacement: str,
 625    ) -> None:
 626        self.single_tokens = single_tokens
 627        self.keywords = keywords
 628        self.quotes = quotes
 629        self.format_strings = format_strings
 630        self.identifiers = identifiers
 631        self.comments = comments
 632        self.string_escapes = string_escapes
 633        self.byte_string_escapes = byte_string_escapes
 634        self.identifier_escapes = identifier_escapes
 635        self.commands = commands
 636        self.command_prefix_tokens = command_prefix_tokens
 637        self.nested_comments = nested_comments
 638        self.dash_comment_requires_boundary = dash_comment_requires_boundary
 639        self.comments_terminate_at_newline_only = comments_terminate_at_newline_only
 640        self.hint_start = hint_start
 641        self.tokens_preceding_hint = tokens_preceding_hint
 642        self.has_bit_strings = has_bit_strings
 643        self.has_hex_strings = has_hex_strings
 644        self.numeric_literals = numeric_literals
 645        self.var_single_tokens = var_single_tokens
 646        self.string_escapes_allowed_in_raw_strings = string_escapes_allowed_in_raw_strings
 647        self.heredoc_tag_is_identifier = heredoc_tag_is_identifier
 648        self.heredoc_string_alternative = heredoc_string_alternative
 649        self.keyword_trie = keyword_trie
 650        self.numbers_can_be_underscore_separated = numbers_can_be_underscore_separated
 651        self.numbers_can_have_decimals = numbers_can_have_decimals
 652        self.identifiers_can_start_with_digit = identifiers_can_start_with_digit
 653        self.unescaped_sequences = unescaped_sequences
 654        self.numeric_escapes = numeric_escapes
 655        self.drop_unknown_escapes = drop_unknown_escapes
 656        self.numeric_escapes_are_bytes = numeric_escapes_are_bytes
 657        self.byte_strings_are_bytes = byte_strings_are_bytes
 658        self.lone_surrogate_replacement = lone_surrogate_replacement
 659        self.sql = ""
 660        self.size = 0
 661        self.tokens: list[Token] = []
 662        self._start = 0
 663        self._current = 0
 664        self._line = 1
 665        self._col = 0
 666        self._comments: list[str] = []
 667        self._char = ""
 668        self._end = False
 669        self._peek = ""
 670        self._prev_token_line = -1
 671
 672    def reset(self) -> None:
 673        self.sql = ""
 674        self.size = 0
 675        self.tokens = []
 676        self._start = 0
 677        self._current = 0
 678        self._line = 1
 679        self._col = 0
 680        self._comments = []
 681        self._char = ""
 682        self._end = False
 683        self._peek = ""
 684        self._prev_token_line = -1
 685
 686    def tokenize(self, sql: str) -> list[Token]:
 687        """Returns a list of tokens corresponding to the SQL string `sql`."""
 688        self.reset()
 689        self.sql = sql
 690        self.size = len(sql)
 691
 692        try:
 693            self._scan()
 694        except Exception as e:
 695            start = max(self._current - 50, 0)
 696            end = min(self._current + 50, self.size - 1)
 697            context = self.sql[start:end]
 698            raise TokenError(f"Error tokenizing '{context}'", start=start, end=end) from e
 699
 700        return self.tokens
 701
 702    def _scan(self, check_semicolon: bool = False) -> None:
 703        identifiers = self.identifiers
 704        digit_chars = _DIGIT_CHARS
 705
 706        while self.size and not self._end:
 707            current = self._current
 708
 709            # Skip spaces here rather than iteratively calling advance() for performance reasons
 710            while current < self.size:
 711                char = self.sql[current]
 712
 713                if char == " " or char == "\t":
 714                    current += 1
 715                else:
 716                    break
 717
 718            offset = current - self._current if current > self._current else 1
 719
 720            self._start = current
 721            self._advance(offset)
 722
 723            if not self._char.isspace():
 724                if self._char in digit_chars:
 725                    self._scan_number()
 726                elif self._char in identifiers:
 727                    self._scan_identifier(identifiers[self._char])
 728                else:
 729                    self._scan_keywords()
 730
 731            if check_semicolon and self._peek == ";":
 732                break
 733
 734        if self.tokens and self._comments:
 735            self.tokens[-1].comments.extend(self._comments)
 736
 737    def _chars(self, size: int) -> str:
 738        if size == 1:
 739            return self._char
 740
 741        start = self._current - 1
 742        end = start + size
 743
 744        return self.sql[start:end] if end <= self.size else ""
 745
 746    def _advance(self, i: int = 1, alnum: bool = False) -> None:
 747        char = self._char
 748
 749        if char == "\n" or char == "\r":
 750            # Ensures we don't count an extra line if we get a \r\n line break sequence
 751            if not (char == "\r" and self._peek == "\n"):
 752                self._col = i
 753                self._line += 1
 754        else:
 755            self._col += i
 756
 757        self._current += i
 758        sql = self.sql
 759        size = self.size
 760        self._end = self._current >= size
 761        self._char = sql[self._current - 1]
 762        self._peek = "" if self._end else sql[self._current]
 763
 764        if alnum and self._char.isalnum():
 765            # Cache to local variables instead of attributes for better performance
 766            _col = self._col
 767            _current = self._current
 768            _end = self._end
 769            _peek = self._peek
 770
 771            while _peek.isalnum():
 772                _col += 1
 773                _current += 1
 774                _end = _current >= size
 775                _peek = "" if _end else sql[_current]
 776
 777            self._col = _col
 778            self._current = _current
 779            self._end = _end
 780            self._peek = _peek
 781            self._char = sql[_current - 1]
 782
 783    @property
 784    def _text(self) -> str:
 785        return self.sql[self._start : self._current]
 786
 787    def _add(self, token_type: TokenType, text: str | None = None) -> None:
 788        self._prev_token_line = self._line
 789
 790        if self._comments and token_type == TokenType.SEMICOLON and self.tokens:
 791            self.tokens[-1].comments.extend(self._comments)
 792            self._comments = []
 793
 794        if text is None:
 795            text = self.sql[self._start : self._current]
 796
 797        self.tokens.append(
 798            Token(
 799                token_type,
 800                text=text,
 801                line=self._line,
 802                col=self._col,
 803                start=self._start,
 804                end=self._current - 1,
 805                comments=self._comments,
 806            )
 807        )
 808        self._comments = []
 809
 810        # If we have either a semicolon or a begin token before the command's token, we'll parse
 811        # whatever follows the command's token as a string
 812        if (
 813            token_type in self.commands
 814            and self._peek != ";"
 815            and (len(self.tokens) == 1 or self.tokens[-2].token_type in self.command_prefix_tokens)
 816        ):
 817            start = self._current
 818            tokens = len(self.tokens)
 819            self._scan(check_semicolon=True)
 820            self.tokens = self.tokens[:tokens]
 821            text = self.sql[start : self._current].strip()
 822            if text:
 823                self._add(TokenType.STRING, text)
 824
 825    def _scan_keywords(self) -> None:
 826        sql = self.sql
 827        sql_size = self.size
 828        single_tokens = self.single_tokens
 829        char_upper = _CHAR_UPPER
 830        size = 0
 831        word = None
 832        chars = self._char
 833        char = chars
 834        prev_space = False
 835        skip = False
 836        trie = self.keyword_trie
 837        single_token = char in single_tokens
 838
 839        while chars:
 840            if not skip:
 841                sub = trie.get(char_upper.get(char, char))
 842                if sub is None:
 843                    break
 844                trie = sub
 845                if 0 in trie:
 846                    word = chars
 847
 848            end = self._current + size
 849            size += 1
 850
 851            if end < sql_size:
 852                char = sql[end]
 853                single_token = single_token or char in single_tokens
 854                is_space = char.isspace()
 855
 856                if not is_space or not prev_space:
 857                    if is_space:
 858                        char = " "
 859                    chars += char
 860                    prev_space = is_space
 861                    skip = False
 862                else:
 863                    skip = True
 864            else:
 865                char = ""
 866                break
 867
 868        if word:
 869            if self._scan_string(word):
 870                return
 871            if self._scan_comment(word):
 872                return
 873            if prev_space or single_token or not char:
 874                word = word.upper()
 875                if word in self.keywords:
 876                    self._advance(size - 1)
 877                    self._add(self.keywords[word], text=word)
 878                    return
 879
 880        if self._char in single_tokens:
 881            self._add(single_tokens[self._char], text=self._char)
 882            return
 883
 884        self._scan_var()
 885
 886    def _scan_comment(self, comment_start: str) -> bool:
 887        if comment_start not in self.comments:
 888            return False
 889
 890        if comment_start == "--" and self.dash_comment_requires_boundary:
 891            boundary_index = self._current + 1
 892            if boundary_index < self.size:
 893                boundary_char = self.sql[boundary_index]
 894                if not (
 895                    boundary_char.isspace() or ord(boundary_char) < 32 or ord(boundary_char) == 127
 896                ):
 897                    return False
 898
 899        comment_start_line = self._line
 900        comment_start_size = len(comment_start)
 901        comment_end = self.comments[comment_start]
 902
 903        if comment_end:
 904            # Skip the comment's start delimiter
 905            self._advance(comment_start_size)
 906
 907            comment_count = 1
 908            comment_end_size = len(comment_end)
 909            nested_comments = self.nested_comments
 910
 911            while not self._end:
 912                if self._chars(comment_end_size) == comment_end:
 913                    comment_count -= 1
 914                    if not comment_count:
 915                        break
 916
 917                self._advance(alnum=True)
 918
 919                # Nested comments are allowed by some dialects, e.g. databricks, duckdb, postgres
 920                if (
 921                    nested_comments
 922                    and not self._end
 923                    and self._chars(comment_end_size) == comment_start
 924                ):
 925                    self._advance(comment_start_size)
 926                    comment_count += 1
 927
 928            self._comments.append(self._text[comment_start_size : -comment_end_size + 1])
 929            self._advance(comment_end_size - 1)
 930        else:
 931            _peek = self._peek
 932            terminates_at_carriage_return = not self.comments_terminate_at_newline_only
 933            while (
 934                not self._end
 935                and _peek != "\n"
 936                and (not terminates_at_carriage_return or _peek != "\r")
 937            ):
 938                self._advance(alnum=True)
 939                _peek = self._peek
 940            self._comments.append(self._text[comment_start_size:])
 941
 942        if (
 943            comment_start == self.hint_start
 944            and self.tokens
 945            and self.tokens[-1].token_type in self.tokens_preceding_hint
 946        ):
 947            self._add(TokenType.HINT)
 948
 949        # Leading comment is attached to the succeeding token, whilst trailing comment to the preceding.
 950        # Multiple consecutive comments are preserved by appending them to the current comments list.
 951        if comment_start_line == self._prev_token_line:
 952            self.tokens[-1].comments.extend(self._comments)
 953            self._comments = []
 954            self._prev_token_line = self._line
 955
 956        return True
 957
 958    def _scan_number(self) -> None:
 959        if self._char == "0":
 960            peek = _CHAR_UPPER.get(self._peek, self._peek)
 961            if peek == "B" and self.has_bit_strings:
 962                return self._scan_bits()
 963            elif peek == "X":
 964                return self._scan_hex() if self.has_hex_strings else self._add(TokenType.NUMBER)
 965
 966        decimal = False
 967        scientific = 0
 968        numbers_can_be_underscore_separated = self.numbers_can_be_underscore_separated
 969        single_tokens = self.single_tokens
 970        keywords = self.keywords
 971        numeric_literals = self.numeric_literals
 972        identifiers_can_start_with_digit = self.identifiers_can_start_with_digit
 973
 974        is_underscore_separated: bool = False
 975        number_text: str = ""
 976        numeric_literal: str = ""
 977        numeric_type: TokenType | None = None
 978
 979        while True:
 980            if self._peek in _DIGIT_CHARS:
 981                # Batch consecutive digits: scan ahead to find how many
 982                sql = self.sql
 983                end = self._current + 1
 984                size = self.size
 985                while end < size and sql[end] in _DIGIT_CHARS:
 986                    end += 1
 987                self._advance(end - self._current)
 988            elif self._peek == "." and not decimal:
 989                if (
 990                    self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER
 991                ) or not self.numbers_can_have_decimals:
 992                    break
 993                decimal = True
 994                self._advance()
 995            elif self._peek in ("-", "+") and scientific == 1:
 996                # Only consume +/- if followed by a digit
 997                if self._current + 1 < self.size and self.sql[self._current + 1] in _DIGIT_CHARS:
 998                    scientific += 1
 999                    self._advance()
1000                else:
1001                    break
1002            elif _CHAR_UPPER.get(self._peek, self._peek) == "E" and not scientific:
1003                scientific += 1
1004                self._advance()
1005            elif self._peek == "_" and numbers_can_be_underscore_separated:
1006                is_underscore_separated = True
1007                self._advance()
1008            elif self._peek.isidentifier():
1009                number_text = self._text
1010
1011                while self._peek and not self._peek.isspace() and self._peek not in single_tokens:
1012                    numeric_literal += self._peek
1013                    self._advance()
1014
1015                numeric_type = keywords.get(numeric_literals.get(numeric_literal.upper(), ""))
1016
1017                if numeric_type:
1018                    break
1019                elif identifiers_can_start_with_digit:
1020                    return self._add(TokenType.VAR)
1021
1022                self._advance(-len(numeric_literal))
1023                break
1024            else:
1025                break
1026
1027        number_text = number_text or self.sql[self._start : self._current]
1028
1029        # Normalize inputs such as 100_000 to 100000
1030        if is_underscore_separated:
1031            number_text = number_text.replace("_", "")
1032
1033        self._add(TokenType.NUMBER, number_text)
1034
1035        # Normalize inputs such as 123L to 123::BIGINT so that they're parsed as casts
1036        if numeric_type:
1037            self._add(TokenType.DCOLON, "::")
1038            self._add(numeric_type, numeric_literal)
1039
1040    def _scan_bits(self) -> None:
1041        self._advance()
1042        value = self._extract_value()
1043        try:
1044            # If `value` can't be converted to a binary, fallback to tokenizing it as an identifier
1045            int(value, 2)
1046            self._add(TokenType.BIT_STRING, value[2:])  # Drop the 0b
1047        except ValueError:
1048            self._add(TokenType.IDENTIFIER)
1049
1050    def _scan_hex(self) -> None:
1051        self._advance()
1052        value = self._extract_value()
1053        try:
1054            # If `value` can't be converted to a hex, fallback to tokenizing it as an identifier
1055            int(value, 16)
1056            self._add(TokenType.HEX_STRING, value[2:])  # Drop the 0x
1057        except ValueError:
1058            self._add(TokenType.IDENTIFIER)
1059
1060    def _extract_value(self) -> str:
1061        single_tokens = self.single_tokens
1062
1063        while True:
1064            char = self._peek.strip()
1065            if char and char not in single_tokens:
1066                self._advance(alnum=True)
1067            else:
1068                break
1069
1070        return self._text
1071
1072    def _scan_string(self, start: str) -> bool:
1073        base = None
1074        token_type = TokenType.STRING
1075
1076        if start in self.quotes:
1077            end = self.quotes[start]
1078        elif start in self.format_strings:
1079            end, token_type = self.format_strings[start]
1080
1081            if token_type == TokenType.HEX_STRING:
1082                base = 16
1083            elif token_type == TokenType.BIT_STRING:
1084                base = 2
1085            elif token_type == TokenType.HEREDOC_STRING:
1086                self._advance()
1087
1088                if self._char == end:
1089                    tag = ""
1090                else:
1091                    tag = self._extract_string(
1092                        end,
1093                        raw_string=True,
1094                        raise_unmatched=not self.heredoc_tag_is_identifier,
1095                    )
1096
1097                if (
1098                    tag
1099                    and self.heredoc_tag_is_identifier
1100                    and (self._end or tag.isdigit() or any(c.isspace() for c in tag))
1101                ):
1102                    if not self._end:
1103                        self._advance(-1)
1104
1105                    self._advance(-len(tag))
1106                    self._add(self.heredoc_string_alternative)
1107                    return True
1108
1109                end = f"{start}{tag}{end}"
1110        else:
1111            return False
1112
1113        self._advance(len(start))
1114        text = self._extract_string(
1115            end,
1116            escapes=(
1117                self.byte_string_escapes
1118                if token_type == TokenType.BYTE_STRING
1119                else self.string_escapes
1120            ),
1121            raw_string=token_type
1122            in (TokenType.RAW_STRING, TokenType.NATIONAL_RAW_STRING, TokenType.HEREDOC_STRING),
1123            bytes_literal=token_type == TokenType.BYTE_STRING and self.byte_strings_are_bytes,
1124        )
1125
1126        if base and text:
1127            try:
1128                int(text, base)
1129            except Exception:
1130                raise TokenError(
1131                    f"Numeric string contains invalid characters from {self._line}:{self._start}"
1132                )
1133
1134        self._add(token_type, text)
1135        return True
1136
1137    def _scan_identifier(self, identifier_end: str) -> None:
1138        self._advance()
1139        text = self._extract_string(
1140            identifier_end, escapes=self.identifier_escapes | {identifier_end}
1141        )
1142        self._add(TokenType.IDENTIFIER, text)
1143
1144    def _scan_var(self) -> None:
1145        var_single_tokens = self.var_single_tokens
1146        single_tokens = self.single_tokens
1147
1148        while True:
1149            peek = self._peek
1150            if not peek or peek.isspace():
1151                break
1152            if peek not in var_single_tokens and peek in single_tokens:
1153                break
1154            self._advance(alnum=True)
1155
1156        self._add(
1157            TokenType.VAR
1158            if self.tokens and self.tokens[-1].token_type == TokenType.PARAMETER
1159            else self.keywords.get(self.sql[self._start : self._current].upper(), TokenType.VAR)
1160        )
1161
1162    def _read_numeric_escape(
1163        self, start: int, base: int, min_digits: int, max_digits: int, max_value: int
1164    ) -> tuple[int, int]:
1165        """
1166        Reads up to `max_digits` digits from `start`, stopping before the value exceeds `max_value`.
1167        Returns the value and the end index, or -1 as the value if fewer than `min_digits` were read.
1168        """
1169        sql = self.sql
1170        value = 0
1171        end = start
1172        limit = min(start + max_digits, self.size)
1173
1174        while end < limit:
1175            digit = _DIGIT_VALUES.get(sql[end], 16)
1176            if digit >= base or value * base + digit > max_value:
1177                break
1178            value = value * base + digit
1179            end += 1
1180
1181        return (value, end) if end - start >= min_digits else (-1, end)
1182
1183    def _read_byte_escape(self, pos: int) -> tuple[int, int]:
1184        """Reads the numeric escape at `pos` (a backslash) if it encodes a byte, else returns -1."""
1185        peek = self.sql[pos + 1 : pos + 2]
1186        is_octal = peek in _OCTAL_CHARS
1187        spec = self.numeric_escapes.get("0" if is_octal else peek)
1188        if not spec or (spec[0] != 8 and spec[3] > 0xFF):
1189            return -1, pos
1190
1191        base, min_digits, max_digits, max_value = spec
1192        value, end = self._read_numeric_escape(
1193            pos + 1 if is_octal else pos + 2, base, min_digits, max_digits, max_value
1194        )
1195        return (value & 0xFF if value >= 0 else value), end
1196
1197    def _scan_numeric_escape(self) -> str:
1198        """
1199        Decodes the numeric escape sequence starting at the current char, which is a backslash,
1200        according to `numeric_escapes`. Returns an empty string if nothing is decoded.
1201        """
1202        sql = self.sql
1203        start = self._current
1204        peek = self._peek
1205
1206        # Octal escapes start with a digit (e.g. \101), the others with a letter (e.g. \x41)
1207        is_octal = peek in _OCTAL_CHARS
1208        spec = self.numeric_escapes.get("0" if is_octal else peek)
1209
1210        if spec:
1211            base, min_digits, max_digits, max_value = spec
1212            value, end = self._read_numeric_escape(
1213                start if is_octal else start + 1, base, min_digits, max_digits, max_value
1214            )
1215
1216            # With byte semantics, octal and hex escapes encode a byte, so octal values wrap around,
1217            # e.g. \541 is \x61
1218            is_byte = self.numeric_escapes_are_bytes and (base == 8 or max_value <= 0xFF)
1219            if is_byte and value >= 0:
1220                value &= 0xFF
1221
1222            # A UTF-16 surrogate is only valid as a high half (D800-DBFF) followed by an escaped
1223            # low half (DC00-DFFF), e.g. \uD83D\uDE00 is U+1F600
1224            if 0xD800 <= value <= 0xDFFF:
1225                low, low_end = -1, end
1226                if value <= 0xDBFF and sql[end : end + 2] == "\\" + peek:
1227                    low, low_end = self._read_numeric_escape(
1228                        end + 2, base, min_digits, max_digits, max_value
1229                    )
1230
1231                if 0xDC00 <= low <= 0xDFFF:
1232                    # Combine the two halves into a single code point (standard formula)
1233                    value = 0x10000 + ((value - 0xD800) << 10) + (low - 0xDC00)
1234                    end = low_end
1235                elif self.lone_surrogate_replacement and end < self.size:
1236                    # A lone surrogate isn't a character, so some engines replace it (e.g. with ?)
1237                    self._advance(end - start + 1)
1238                    return self.lone_surrogate_replacement
1239                else:
1240                    # A lone surrogate isn't a character, so the escape isn't decoded
1241                    value = -1
1242
1243            # Decode one UTF-8 character at a time to avoid rescanning long invalid byte runs.
1244            # Invalid UTF-8 falls back to decoding each byte as a code point. This first check
1245            # detects whether the byte can start a multi-byte UTF-8 character.
1246            if is_byte and 0xC2 <= value <= 0xF4:
1247                run = bytearray([value])
1248                run_end = end
1249                byte_count = 2 if value < 0xE0 else 3 if value < 0xF0 else 4
1250                while len(run) < byte_count and sql[run_end : run_end + 1] == "\\":
1251                    byte, byte_end = self._read_byte_escape(run_end)
1252                    if not 0x80 <= byte <= 0xBF:
1253                        break
1254                    run.append(byte)
1255                    run_end = byte_end
1256
1257                try:
1258                    decoded = run.decode("utf-8")
1259                except UnicodeDecodeError:
1260                    decoded = ""
1261
1262                if decoded and run_end < self.size:
1263                    self._advance(run_end - start + 1)
1264                    return decoded
1265
1266            # -1 means the escape isn't decoded, e.g. because it has too few digits. An escape at the
1267            # end of the input is left to the caller, which reports the unterminated string
1268            if value >= 0 and end < self.size:
1269                # Move past the whole escape, from the backslash through its last digit
1270                self._advance(end - start + 1)
1271                return chr(value)
1272
1273        return ""
1274
1275    def _extract_string(
1276        self,
1277        delimiter: str,
1278        escapes: set[str] | None = None,
1279        raw_string: bool = False,
1280        raise_unmatched: bool = True,
1281        bytes_literal: bool = False,
1282    ) -> str:
1283        """
1284        Extracts a string up to the delimiter, decoding its escape sequences. For byte literals,
1285        each char of the result is a byte, so non-ASCII chars are stored as their UTF-8 bytes.
1286        """
1287        text = ""
1288        delim_size = len(delimiter)
1289        escapes = self.string_escapes if escapes is None else escapes
1290        unescaped_sequences = self.unescaped_sequences
1291        numeric_escapes = self.numeric_escapes
1292        drop_unknown_escapes = self.drop_unknown_escapes
1293        string_escapes_allowed_in_raw_strings = self.string_escapes_allowed_in_raw_strings
1294        quotes = self.quotes
1295        sql = self.sql
1296
1297        # use str.find() when the string is simple... no \ or other escapes
1298        if delim_size == 1:
1299            pos = self._current - 1
1300            end = sql.find(delimiter, pos)
1301
1302            if (
1303                # the closing delimiter was found
1304                end != -1
1305                # there's no doubled delimiter (e.g. '' escape), or the delimiter isn't an escape char
1306                and (end + 1 >= self.size or sql[end + 1] != delimiter or delimiter not in escapes)
1307                # no backslash in the string that would need escape processing
1308                and (not (unescaped_sequences or "\\" in escapes) or sql.find("\\", pos, end) == -1)
1309            ):
1310                newlines = sql.count("\n", pos, end)
1311                if newlines:
1312                    self._line += newlines
1313                    self._col = end - sql.rfind("\n", pos, end)
1314                else:
1315                    self._col += end - pos
1316
1317                self._current = end + 1
1318                self._end = self._current >= self.size
1319                self._char = sql[end]
1320                self._peek = "" if self._end else sql[self._current]
1321                text = sql[pos:end]
1322                if bytes_literal and not text.isascii():
1323                    text = text.encode("utf-8").decode("latin-1")
1324                return text
1325
1326        while True:
1327            backslash_escape = not raw_string and self._char == "\\" and "\\" in escapes
1328
1329            # Numeric escapes come first, since they may overlap fixed sequences (e.g. \000 vs \0)
1330            if backslash_escape and numeric_escapes:
1331                decoded = self._scan_numeric_escape()
1332                if decoded:
1333                    text += decoded
1334                    continue
1335
1336            # An escape at the end of the input is left to the checks below, which report the
1337            # unterminated string
1338            if (
1339                not raw_string
1340                and unescaped_sequences
1341                and self._char in escapes
1342                and self._current + 1 < self.size
1343            ):
1344                unescaped_sequence = unescaped_sequences.get(self._char + self._peek)
1345                if unescaped_sequence is not None:
1346                    # Advance one char at a time so that line numbers are updated for a newline
1347                    if self._peek in "\n\r":
1348                        self._advance()
1349                        self._advance()
1350                    else:
1351                        self._advance(2)
1352                    text += unescaped_sequence
1353                    continue
1354
1355            # Not decoded: drop the backslash if configured, unless the string is unterminated
1356            if backslash_escape and drop_unknown_escapes and self._current + 1 < self.size:
1357                # Advance one char at a time so that line numbers are updated if `peek` is a newline
1358                peek = self._peek
1359                self._advance()
1360                self._advance()
1361                text += peek.encode("utf-8").decode("latin-1") if bytes_literal else peek
1362                continue
1363
1364            # An escaped quote before the closing delimiter (e.g. \" in """a\"""") must be
1365            # consumed here, otherwise it'd be picked up by the delimiter check below and
1366            # terminate the string early. This is only relevant for multi-char delimiters
1367            # made up of quote chars, e.g. it shouldn't apply to Snowflake's $$ strings
1368            escaped_delimiter = self._peek == delimiter or (
1369                delim_size > 1 and self._peek == delimiter[0] and self._peek in quotes
1370            )
1371
1372            if (
1373                (string_escapes_allowed_in_raw_strings or not raw_string)
1374                and self._char in escapes
1375                and (escaped_delimiter or self._peek in escapes)
1376                and (self._char not in quotes or self._char == self._peek)
1377            ):
1378                if escaped_delimiter:
1379                    text += self._peek if not raw_string else self._char + self._peek
1380                else:
1381                    text += self._char + self._peek
1382
1383                if self._current + 1 < self.size:
1384                    self._advance(2)
1385                else:
1386                    raise TokenError(f"Missing {delimiter} from {self._line}:{self._current}")
1387            else:
1388                if self._chars(delim_size) == delimiter:
1389                    if delim_size > 1:
1390                        self._advance(delim_size - 1)
1391                    break
1392
1393                if self._end:
1394                    if not raise_unmatched:
1395                        return text + self._char
1396
1397                    raise TokenError(f"Missing {delimiter} from {self._line}:{self._start}")
1398
1399                current = self._current - 1
1400                self._advance(alnum=True)
1401                chunk = sql[current : self._current - 1]
1402                if bytes_literal and not chunk.isascii():
1403                    chunk = chunk.encode("utf-8").decode("latin-1")
1404                text += chunk
1405
1406        return text
TokenizerCore( single_tokens: dict[str, TokenType], keywords: dict[str, TokenType], quotes: dict[str, str], format_strings: dict[str, tuple[str, TokenType]], identifiers: dict[str, str], comments: dict[str, str | None], string_escapes: set[str], byte_string_escapes: set[str], identifier_escapes: set[str], commands: set[TokenType], command_prefix_tokens: set[TokenType], nested_comments: bool, dash_comment_requires_boundary: bool, comments_terminate_at_newline_only: bool, hint_start: str, tokens_preceding_hint: set[TokenType], has_bit_strings: bool, has_hex_strings: bool, numeric_literals: dict[str, str], var_single_tokens: set[str], string_escapes_allowed_in_raw_strings: bool, heredoc_tag_is_identifier: bool, heredoc_string_alternative: TokenType, keyword_trie: dict, numbers_can_be_underscore_separated: bool, numbers_can_have_decimals: bool, identifiers_can_start_with_digit: bool, unescaped_sequences: dict[str, str], numeric_escapes: dict[str, tuple[int, int, int, int]], drop_unknown_escapes: bool, numeric_escapes_are_bytes: bool, byte_strings_are_bytes: bool, lone_surrogate_replacement: str)
590    def __init__(
591        self,
592        single_tokens: dict[str, TokenType],
593        keywords: dict[str, TokenType],
594        quotes: dict[str, str],
595        format_strings: dict[str, tuple[str, TokenType]],
596        identifiers: dict[str, str],
597        comments: dict[str, str | None],
598        string_escapes: set[str],
599        byte_string_escapes: set[str],
600        identifier_escapes: set[str],
601        commands: set[TokenType],
602        command_prefix_tokens: set[TokenType],
603        nested_comments: bool,
604        dash_comment_requires_boundary: bool,
605        comments_terminate_at_newline_only: bool,
606        hint_start: str,
607        tokens_preceding_hint: set[TokenType],
608        has_bit_strings: bool,
609        has_hex_strings: bool,
610        numeric_literals: dict[str, str],
611        var_single_tokens: set[str],
612        string_escapes_allowed_in_raw_strings: bool,
613        heredoc_tag_is_identifier: bool,
614        heredoc_string_alternative: TokenType,
615        keyword_trie: dict,
616        numbers_can_be_underscore_separated: bool,
617        numbers_can_have_decimals: bool,
618        identifiers_can_start_with_digit: bool,
619        unescaped_sequences: dict[str, str],
620        numeric_escapes: dict[str, tuple[int, int, int, int]],
621        drop_unknown_escapes: bool,
622        numeric_escapes_are_bytes: bool,
623        byte_strings_are_bytes: bool,
624        lone_surrogate_replacement: str,
625    ) -> None:
626        self.single_tokens = single_tokens
627        self.keywords = keywords
628        self.quotes = quotes
629        self.format_strings = format_strings
630        self.identifiers = identifiers
631        self.comments = comments
632        self.string_escapes = string_escapes
633        self.byte_string_escapes = byte_string_escapes
634        self.identifier_escapes = identifier_escapes
635        self.commands = commands
636        self.command_prefix_tokens = command_prefix_tokens
637        self.nested_comments = nested_comments
638        self.dash_comment_requires_boundary = dash_comment_requires_boundary
639        self.comments_terminate_at_newline_only = comments_terminate_at_newline_only
640        self.hint_start = hint_start
641        self.tokens_preceding_hint = tokens_preceding_hint
642        self.has_bit_strings = has_bit_strings
643        self.has_hex_strings = has_hex_strings
644        self.numeric_literals = numeric_literals
645        self.var_single_tokens = var_single_tokens
646        self.string_escapes_allowed_in_raw_strings = string_escapes_allowed_in_raw_strings
647        self.heredoc_tag_is_identifier = heredoc_tag_is_identifier
648        self.heredoc_string_alternative = heredoc_string_alternative
649        self.keyword_trie = keyword_trie
650        self.numbers_can_be_underscore_separated = numbers_can_be_underscore_separated
651        self.numbers_can_have_decimals = numbers_can_have_decimals
652        self.identifiers_can_start_with_digit = identifiers_can_start_with_digit
653        self.unescaped_sequences = unescaped_sequences
654        self.numeric_escapes = numeric_escapes
655        self.drop_unknown_escapes = drop_unknown_escapes
656        self.numeric_escapes_are_bytes = numeric_escapes_are_bytes
657        self.byte_strings_are_bytes = byte_strings_are_bytes
658        self.lone_surrogate_replacement = lone_surrogate_replacement
659        self.sql = ""
660        self.size = 0
661        self.tokens: list[Token] = []
662        self._start = 0
663        self._current = 0
664        self._line = 1
665        self._col = 0
666        self._comments: list[str] = []
667        self._char = ""
668        self._end = False
669        self._peek = ""
670        self._prev_token_line = -1
single_tokens
keywords
quotes
format_strings
identifiers
comments
string_escapes
byte_string_escapes
identifier_escapes
commands
command_prefix_tokens
nested_comments
dash_comment_requires_boundary
comments_terminate_at_newline_only
hint_start
tokens_preceding_hint
has_bit_strings
has_hex_strings
numeric_literals
var_single_tokens
string_escapes_allowed_in_raw_strings
heredoc_tag_is_identifier
heredoc_string_alternative
keyword_trie
numbers_can_be_underscore_separated
numbers_can_have_decimals
identifiers_can_start_with_digit
unescaped_sequences
numeric_escapes
drop_unknown_escapes
numeric_escapes_are_bytes
byte_strings_are_bytes
lone_surrogate_replacement
sql
size
tokens: list[Token]
def reset(self) -> None:
672    def reset(self) -> None:
673        self.sql = ""
674        self.size = 0
675        self.tokens = []
676        self._start = 0
677        self._current = 0
678        self._line = 1
679        self._col = 0
680        self._comments = []
681        self._char = ""
682        self._end = False
683        self._peek = ""
684        self._prev_token_line = -1
def tokenize(self, sql: str) -> list[Token]:
686    def tokenize(self, sql: str) -> list[Token]:
687        """Returns a list of tokens corresponding to the SQL string `sql`."""
688        self.reset()
689        self.sql = sql
690        self.size = len(sql)
691
692        try:
693            self._scan()
694        except Exception as e:
695            start = max(self._current - 50, 0)
696            end = min(self._current + 50, self.size - 1)
697            context = self.sql[start:end]
698            raise TokenError(f"Error tokenizing '{context}'", start=start, end=end) from e
699
700        return self.tokens

Returns a list of tokens corresponding to the SQL string sql.