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sqlglot.tokens

   1from __future__ import annotations
   2
   3import typing as t
   4from enum import auto
   5
   6from sqlglot.helper import AutoName
   7from sqlglot.trie import in_trie, new_trie
   8
   9
  10class TokenType(AutoName):
  11    L_PAREN = auto()
  12    R_PAREN = auto()
  13    L_BRACKET = auto()
  14    R_BRACKET = auto()
  15    L_BRACE = auto()
  16    R_BRACE = auto()
  17    COMMA = auto()
  18    DOT = auto()
  19    DASH = auto()
  20    PLUS = auto()
  21    COLON = auto()
  22    DCOLON = auto()
  23    SEMICOLON = auto()
  24    STAR = auto()
  25    BACKSLASH = auto()
  26    SLASH = auto()
  27    LT = auto()
  28    LTE = auto()
  29    GT = auto()
  30    GTE = auto()
  31    NOT = auto()
  32    EQ = auto()
  33    NEQ = auto()
  34    NULLSAFE_EQ = auto()
  35    AND = auto()
  36    OR = auto()
  37    AMP = auto()
  38    DPIPE = auto()
  39    PIPE = auto()
  40    CARET = auto()
  41    TILDA = auto()
  42    ARROW = auto()
  43    DARROW = auto()
  44    FARROW = auto()
  45    HASH = auto()
  46    HASH_ARROW = auto()
  47    DHASH_ARROW = auto()
  48    LR_ARROW = auto()
  49    DOLLAR = auto()
  50    PARAMETER = auto()
  51    SESSION_PARAMETER = auto()
  52    NATIONAL = auto()
  53
  54    BLOCK_START = auto()
  55    BLOCK_END = auto()
  56
  57    SPACE = auto()
  58    BREAK = auto()
  59
  60    STRING = auto()
  61    NUMBER = auto()
  62    IDENTIFIER = auto()
  63    COLUMN = auto()
  64    COLUMN_DEF = auto()
  65    SCHEMA = auto()
  66    TABLE = auto()
  67    VAR = auto()
  68    BIT_STRING = auto()
  69    HEX_STRING = auto()
  70    BYTE_STRING = auto()
  71
  72    # types
  73    BOOLEAN = auto()
  74    TINYINT = auto()
  75    SMALLINT = auto()
  76    INT = auto()
  77    BIGINT = auto()
  78    FLOAT = auto()
  79    DOUBLE = auto()
  80    DECIMAL = auto()
  81    CHAR = auto()
  82    NCHAR = auto()
  83    VARCHAR = auto()
  84    NVARCHAR = auto()
  85    TEXT = auto()
  86    MEDIUMTEXT = auto()
  87    LONGTEXT = auto()
  88    MEDIUMBLOB = auto()
  89    LONGBLOB = auto()
  90    BINARY = auto()
  91    VARBINARY = auto()
  92    JSON = auto()
  93    JSONB = auto()
  94    TIME = auto()
  95    TIMESTAMP = auto()
  96    TIMESTAMPTZ = auto()
  97    TIMESTAMPLTZ = auto()
  98    DATETIME = auto()
  99    DATE = auto()
 100    UUID = auto()
 101    GEOGRAPHY = auto()
 102    NULLABLE = auto()
 103    GEOMETRY = auto()
 104    HLLSKETCH = auto()
 105    HSTORE = auto()
 106    SUPER = auto()
 107    SERIAL = auto()
 108    SMALLSERIAL = auto()
 109    BIGSERIAL = auto()
 110    XML = auto()
 111    UNIQUEIDENTIFIER = auto()
 112    MONEY = auto()
 113    SMALLMONEY = auto()
 114    ROWVERSION = auto()
 115    IMAGE = auto()
 116    VARIANT = auto()
 117    OBJECT = auto()
 118
 119    # keywords
 120    ALIAS = auto()
 121    ALTER = auto()
 122    ALWAYS = auto()
 123    ALL = auto()
 124    ANTI = auto()
 125    ANY = auto()
 126    APPLY = auto()
 127    ARRAY = auto()
 128    ASC = auto()
 129    ASOF = auto()
 130    AT_TIME_ZONE = auto()
 131    AUTO_INCREMENT = auto()
 132    BEGIN = auto()
 133    BETWEEN = auto()
 134    BOTH = auto()
 135    BUCKET = auto()
 136    BY_DEFAULT = auto()
 137    CACHE = auto()
 138    CASCADE = auto()
 139    CASE = auto()
 140    CHARACTER_SET = auto()
 141    CLUSTER_BY = auto()
 142    COLLATE = auto()
 143    COMMAND = auto()
 144    COMMENT = auto()
 145    COMMIT = auto()
 146    COMPOUND = auto()
 147    CONSTRAINT = auto()
 148    CREATE = auto()
 149    CROSS = auto()
 150    CUBE = auto()
 151    CURRENT_DATE = auto()
 152    CURRENT_DATETIME = auto()
 153    CURRENT_ROW = auto()
 154    CURRENT_TIME = auto()
 155    CURRENT_TIMESTAMP = auto()
 156    DEFAULT = auto()
 157    DELETE = auto()
 158    DESC = auto()
 159    DESCRIBE = auto()
 160    DISTINCT = auto()
 161    DISTINCT_FROM = auto()
 162    DISTRIBUTE_BY = auto()
 163    DIV = auto()
 164    DROP = auto()
 165    ELSE = auto()
 166    END = auto()
 167    ESCAPE = auto()
 168    EXCEPT = auto()
 169    EXECUTE = auto()
 170    EXISTS = auto()
 171    FALSE = auto()
 172    FETCH = auto()
 173    FILTER = auto()
 174    FINAL = auto()
 175    FIRST = auto()
 176    FOLLOWING = auto()
 177    FOR = auto()
 178    FOREIGN_KEY = auto()
 179    FORMAT = auto()
 180    FROM = auto()
 181    FULL = auto()
 182    FUNCTION = auto()
 183    GLOB = auto()
 184    GLOBAL = auto()
 185    GROUP_BY = auto()
 186    GROUPING_SETS = auto()
 187    HAVING = auto()
 188    HINT = auto()
 189    IF = auto()
 190    IGNORE_NULLS = auto()
 191    ILIKE = auto()
 192    ILIKE_ANY = auto()
 193    IN = auto()
 194    INDEX = auto()
 195    INNER = auto()
 196    INSERT = auto()
 197    INTERSECT = auto()
 198    INTERVAL = auto()
 199    INTO = auto()
 200    INTRODUCER = auto()
 201    IRLIKE = auto()
 202    IS = auto()
 203    ISNULL = auto()
 204    JOIN = auto()
 205    LANGUAGE = auto()
 206    LATERAL = auto()
 207    LAZY = auto()
 208    LEADING = auto()
 209    LEFT = auto()
 210    LIKE = auto()
 211    LIKE_ANY = auto()
 212    LIMIT = auto()
 213    LOAD_DATA = auto()
 214    LOCAL = auto()
 215    MAP = auto()
 216    MATCH_RECOGNIZE = auto()
 217    MATERIALIZED = auto()
 218    MERGE = auto()
 219    MOD = auto()
 220    NATURAL = auto()
 221    NEXT = auto()
 222    NO_ACTION = auto()
 223    NOTNULL = auto()
 224    NULL = auto()
 225    NULLS_FIRST = auto()
 226    NULLS_LAST = auto()
 227    OFFSET = auto()
 228    ON = auto()
 229    ONLY = auto()
 230    OPTIONS = auto()
 231    ORDER_BY = auto()
 232    ORDERED = auto()
 233    ORDINALITY = auto()
 234    OUTER = auto()
 235    OUT_OF = auto()
 236    OVER = auto()
 237    OVERWRITE = auto()
 238    PARTITION = auto()
 239    PARTITION_BY = auto()
 240    PERCENT = auto()
 241    PIVOT = auto()
 242    PLACEHOLDER = auto()
 243    PRECEDING = auto()
 244    PRIMARY_KEY = auto()
 245    PROCEDURE = auto()
 246    PROPERTIES = auto()
 247    PSEUDO_TYPE = auto()
 248    QUALIFY = auto()
 249    QUOTE = auto()
 250    RANGE = auto()
 251    RECURSIVE = auto()
 252    REPLACE = auto()
 253    RESPECT_NULLS = auto()
 254    RETURNING = auto()
 255    REFERENCES = auto()
 256    RIGHT = auto()
 257    RLIKE = auto()
 258    ROLLBACK = auto()
 259    ROLLUP = auto()
 260    ROW = auto()
 261    ROWS = auto()
 262    SEED = auto()
 263    SELECT = auto()
 264    SEMI = auto()
 265    SEPARATOR = auto()
 266    SERDE_PROPERTIES = auto()
 267    SET = auto()
 268    SHOW = auto()
 269    SIMILAR_TO = auto()
 270    SOME = auto()
 271    SORTKEY = auto()
 272    SORT_BY = auto()
 273    STRUCT = auto()
 274    TABLE_SAMPLE = auto()
 275    TEMPORARY = auto()
 276    TOP = auto()
 277    THEN = auto()
 278    TRAILING = auto()
 279    TRUE = auto()
 280    UNBOUNDED = auto()
 281    UNCACHE = auto()
 282    UNION = auto()
 283    UNLOGGED = auto()
 284    UNNEST = auto()
 285    UNPIVOT = auto()
 286    UPDATE = auto()
 287    USE = auto()
 288    USING = auto()
 289    VALUES = auto()
 290    VIEW = auto()
 291    VOLATILE = auto()
 292    WHEN = auto()
 293    WHERE = auto()
 294    WINDOW = auto()
 295    WITH = auto()
 296    WITH_TIME_ZONE = auto()
 297    WITH_LOCAL_TIME_ZONE = auto()
 298    WITHIN_GROUP = auto()
 299    WITHOUT_TIME_ZONE = auto()
 300    UNIQUE = auto()
 301
 302
 303class Token:
 304    __slots__ = ("token_type", "text", "line", "col", "comments")
 305
 306    @classmethod
 307    def number(cls, number: int) -> Token:
 308        """Returns a NUMBER token with `number` as its text."""
 309        return cls(TokenType.NUMBER, str(number))
 310
 311    @classmethod
 312    def string(cls, string: str) -> Token:
 313        """Returns a STRING token with `string` as its text."""
 314        return cls(TokenType.STRING, string)
 315
 316    @classmethod
 317    def identifier(cls, identifier: str) -> Token:
 318        """Returns an IDENTIFIER token with `identifier` as its text."""
 319        return cls(TokenType.IDENTIFIER, identifier)
 320
 321    @classmethod
 322    def var(cls, var: str) -> Token:
 323        """Returns an VAR token with `var` as its text."""
 324        return cls(TokenType.VAR, var)
 325
 326    def __init__(
 327        self,
 328        token_type: TokenType,
 329        text: str,
 330        line: int = 1,
 331        col: int = 1,
 332        comments: t.List[str] = [],
 333    ) -> None:
 334        self.token_type = token_type
 335        self.text = text
 336        self.line = line
 337        self.col = max(col - len(text), 1)
 338        self.comments = comments
 339
 340    def __repr__(self) -> str:
 341        attributes = ", ".join(f"{k}: {getattr(self, k)}" for k in self.__slots__)
 342        return f"<Token {attributes}>"
 343
 344
 345class _Tokenizer(type):
 346    def __new__(cls, clsname, bases, attrs):  # type: ignore
 347        klass = super().__new__(cls, clsname, bases, attrs)
 348
 349        klass._QUOTES = {
 350            f"{prefix}{s}": e
 351            for s, e in cls._delimeter_list_to_dict(klass.QUOTES).items()
 352            for prefix in (("",) if s[0].isalpha() else ("", "n", "N"))
 353        }
 354        klass._BIT_STRINGS = cls._delimeter_list_to_dict(klass.BIT_STRINGS)
 355        klass._HEX_STRINGS = cls._delimeter_list_to_dict(klass.HEX_STRINGS)
 356        klass._BYTE_STRINGS = cls._delimeter_list_to_dict(klass.BYTE_STRINGS)
 357        klass._IDENTIFIERS = cls._delimeter_list_to_dict(klass.IDENTIFIERS)
 358        klass._STRING_ESCAPES = set(klass.STRING_ESCAPES)
 359        klass._IDENTIFIER_ESCAPES = set(klass.IDENTIFIER_ESCAPES)
 360        klass._COMMENTS = dict(
 361            (comment, None) if isinstance(comment, str) else (comment[0], comment[1])
 362            for comment in klass.COMMENTS
 363        )
 364
 365        klass.KEYWORD_TRIE = new_trie(
 366            key.upper()
 367            for key in {
 368                **klass.KEYWORDS,
 369                **{comment: TokenType.COMMENT for comment in klass._COMMENTS},
 370                **{quote: TokenType.QUOTE for quote in klass._QUOTES},
 371                **{bit_string: TokenType.BIT_STRING for bit_string in klass._BIT_STRINGS},
 372                **{hex_string: TokenType.HEX_STRING for hex_string in klass._HEX_STRINGS},
 373                **{byte_string: TokenType.BYTE_STRING for byte_string in klass._BYTE_STRINGS},
 374            }
 375            if " " in key or any(single in key for single in klass.SINGLE_TOKENS)
 376        )
 377
 378        return klass
 379
 380    @staticmethod
 381    def _delimeter_list_to_dict(list: t.List[str | t.Tuple[str, str]]) -> t.Dict[str, str]:
 382        return dict((item, item) if isinstance(item, str) else (item[0], item[1]) for item in list)
 383
 384
 385class Tokenizer(metaclass=_Tokenizer):
 386    SINGLE_TOKENS = {
 387        "(": TokenType.L_PAREN,
 388        ")": TokenType.R_PAREN,
 389        "[": TokenType.L_BRACKET,
 390        "]": TokenType.R_BRACKET,
 391        "{": TokenType.L_BRACE,
 392        "}": TokenType.R_BRACE,
 393        "&": TokenType.AMP,
 394        "^": TokenType.CARET,
 395        ":": TokenType.COLON,
 396        ",": TokenType.COMMA,
 397        ".": TokenType.DOT,
 398        "-": TokenType.DASH,
 399        "=": TokenType.EQ,
 400        ">": TokenType.GT,
 401        "<": TokenType.LT,
 402        "%": TokenType.MOD,
 403        "!": TokenType.NOT,
 404        "|": TokenType.PIPE,
 405        "+": TokenType.PLUS,
 406        ";": TokenType.SEMICOLON,
 407        "/": TokenType.SLASH,
 408        "\\": TokenType.BACKSLASH,
 409        "*": TokenType.STAR,
 410        "~": TokenType.TILDA,
 411        "?": TokenType.PLACEHOLDER,
 412        "@": TokenType.PARAMETER,
 413        # used for breaking a var like x'y' but nothing else
 414        # the token type doesn't matter
 415        "'": TokenType.QUOTE,
 416        "`": TokenType.IDENTIFIER,
 417        '"': TokenType.IDENTIFIER,
 418        "#": TokenType.HASH,
 419    }
 420
 421    QUOTES: t.List[t.Tuple[str, str] | str] = ["'"]
 422
 423    BIT_STRINGS: t.List[str | t.Tuple[str, str]] = []
 424
 425    HEX_STRINGS: t.List[str | t.Tuple[str, str]] = []
 426
 427    BYTE_STRINGS: t.List[str | t.Tuple[str, str]] = []
 428
 429    IDENTIFIERS: t.List[str | t.Tuple[str, str]] = ['"']
 430
 431    STRING_ESCAPES = ["'"]
 432
 433    _STRING_ESCAPES: t.Set[str] = set()
 434
 435    IDENTIFIER_ESCAPES = ['"']
 436
 437    _IDENTIFIER_ESCAPES: t.Set[str] = set()
 438
 439    KEYWORDS = {
 440        **{
 441            f"{key}{postfix}": TokenType.BLOCK_START
 442            for key in ("{%", "{#")
 443            for postfix in ("", "+", "-")
 444        },
 445        **{
 446            f"{prefix}{key}": TokenType.BLOCK_END
 447            for key in ("%}", "#}")
 448            for prefix in ("", "+", "-")
 449        },
 450        "{{+": TokenType.BLOCK_START,
 451        "{{-": TokenType.BLOCK_START,
 452        "+}}": TokenType.BLOCK_END,
 453        "-}}": TokenType.BLOCK_END,
 454        "/*+": TokenType.HINT,
 455        "==": TokenType.EQ,
 456        "::": TokenType.DCOLON,
 457        "||": TokenType.DPIPE,
 458        ">=": TokenType.GTE,
 459        "<=": TokenType.LTE,
 460        "<>": TokenType.NEQ,
 461        "!=": TokenType.NEQ,
 462        "<=>": TokenType.NULLSAFE_EQ,
 463        "->": TokenType.ARROW,
 464        "->>": TokenType.DARROW,
 465        "=>": TokenType.FARROW,
 466        "#>": TokenType.HASH_ARROW,
 467        "#>>": TokenType.DHASH_ARROW,
 468        "<->": TokenType.LR_ARROW,
 469        "ALL": TokenType.ALL,
 470        "ALWAYS": TokenType.ALWAYS,
 471        "AND": TokenType.AND,
 472        "ANTI": TokenType.ANTI,
 473        "ANY": TokenType.ANY,
 474        "ASC": TokenType.ASC,
 475        "AS": TokenType.ALIAS,
 476        "AT TIME ZONE": TokenType.AT_TIME_ZONE,
 477        "AUTOINCREMENT": TokenType.AUTO_INCREMENT,
 478        "AUTO_INCREMENT": TokenType.AUTO_INCREMENT,
 479        "BEGIN": TokenType.BEGIN,
 480        "BETWEEN": TokenType.BETWEEN,
 481        "BOTH": TokenType.BOTH,
 482        "BUCKET": TokenType.BUCKET,
 483        "BY DEFAULT": TokenType.BY_DEFAULT,
 484        "CACHE": TokenType.CACHE,
 485        "UNCACHE": TokenType.UNCACHE,
 486        "CASE": TokenType.CASE,
 487        "CASCADE": TokenType.CASCADE,
 488        "CHARACTER SET": TokenType.CHARACTER_SET,
 489        "CLUSTER BY": TokenType.CLUSTER_BY,
 490        "COLLATE": TokenType.COLLATE,
 491        "COLUMN": TokenType.COLUMN,
 492        "COMMIT": TokenType.COMMIT,
 493        "COMPOUND": TokenType.COMPOUND,
 494        "CONSTRAINT": TokenType.CONSTRAINT,
 495        "CREATE": TokenType.CREATE,
 496        "CROSS": TokenType.CROSS,
 497        "CUBE": TokenType.CUBE,
 498        "CURRENT_DATE": TokenType.CURRENT_DATE,
 499        "CURRENT ROW": TokenType.CURRENT_ROW,
 500        "CURRENT_TIMESTAMP": TokenType.CURRENT_TIMESTAMP,
 501        "DEFAULT": TokenType.DEFAULT,
 502        "DELETE": TokenType.DELETE,
 503        "DESC": TokenType.DESC,
 504        "DESCRIBE": TokenType.DESCRIBE,
 505        "DISTINCT": TokenType.DISTINCT,
 506        "DISTINCT FROM": TokenType.DISTINCT_FROM,
 507        "DISTRIBUTE BY": TokenType.DISTRIBUTE_BY,
 508        "DIV": TokenType.DIV,
 509        "DROP": TokenType.DROP,
 510        "ELSE": TokenType.ELSE,
 511        "END": TokenType.END,
 512        "ESCAPE": TokenType.ESCAPE,
 513        "EXCEPT": TokenType.EXCEPT,
 514        "EXECUTE": TokenType.EXECUTE,
 515        "EXISTS": TokenType.EXISTS,
 516        "FALSE": TokenType.FALSE,
 517        "FETCH": TokenType.FETCH,
 518        "FILTER": TokenType.FILTER,
 519        "FIRST": TokenType.FIRST,
 520        "FULL": TokenType.FULL,
 521        "FUNCTION": TokenType.FUNCTION,
 522        "FOLLOWING": TokenType.FOLLOWING,
 523        "FOR": TokenType.FOR,
 524        "FOREIGN KEY": TokenType.FOREIGN_KEY,
 525        "FORMAT": TokenType.FORMAT,
 526        "FROM": TokenType.FROM,
 527        "GLOB": TokenType.GLOB,
 528        "GROUP BY": TokenType.GROUP_BY,
 529        "GROUPING SETS": TokenType.GROUPING_SETS,
 530        "HAVING": TokenType.HAVING,
 531        "IF": TokenType.IF,
 532        "ILIKE": TokenType.ILIKE,
 533        "IGNORE NULLS": TokenType.IGNORE_NULLS,
 534        "IN": TokenType.IN,
 535        "INDEX": TokenType.INDEX,
 536        "INNER": TokenType.INNER,
 537        "INSERT": TokenType.INSERT,
 538        "INTERVAL": TokenType.INTERVAL,
 539        "INTERSECT": TokenType.INTERSECT,
 540        "INTO": TokenType.INTO,
 541        "IS": TokenType.IS,
 542        "ISNULL": TokenType.ISNULL,
 543        "JOIN": TokenType.JOIN,
 544        "LATERAL": TokenType.LATERAL,
 545        "LAZY": TokenType.LAZY,
 546        "LEADING": TokenType.LEADING,
 547        "LEFT": TokenType.LEFT,
 548        "LIKE": TokenType.LIKE,
 549        "LIMIT": TokenType.LIMIT,
 550        "LOAD DATA": TokenType.LOAD_DATA,
 551        "LOCAL": TokenType.LOCAL,
 552        "MATERIALIZED": TokenType.MATERIALIZED,
 553        "MERGE": TokenType.MERGE,
 554        "NATURAL": TokenType.NATURAL,
 555        "NEXT": TokenType.NEXT,
 556        "NO ACTION": TokenType.NO_ACTION,
 557        "NOT": TokenType.NOT,
 558        "NOTNULL": TokenType.NOTNULL,
 559        "NULL": TokenType.NULL,
 560        "NULLS FIRST": TokenType.NULLS_FIRST,
 561        "NULLS LAST": TokenType.NULLS_LAST,
 562        "OBJECT": TokenType.OBJECT,
 563        "OFFSET": TokenType.OFFSET,
 564        "ON": TokenType.ON,
 565        "ONLY": TokenType.ONLY,
 566        "OPTIONS": TokenType.OPTIONS,
 567        "OR": TokenType.OR,
 568        "ORDER BY": TokenType.ORDER_BY,
 569        "ORDINALITY": TokenType.ORDINALITY,
 570        "OUTER": TokenType.OUTER,
 571        "OUT OF": TokenType.OUT_OF,
 572        "OVER": TokenType.OVER,
 573        "OVERWRITE": TokenType.OVERWRITE,
 574        "PARTITION": TokenType.PARTITION,
 575        "PARTITION BY": TokenType.PARTITION_BY,
 576        "PARTITIONED BY": TokenType.PARTITION_BY,
 577        "PARTITIONED_BY": TokenType.PARTITION_BY,
 578        "PERCENT": TokenType.PERCENT,
 579        "PIVOT": TokenType.PIVOT,
 580        "PRECEDING": TokenType.PRECEDING,
 581        "PRIMARY KEY": TokenType.PRIMARY_KEY,
 582        "PROCEDURE": TokenType.PROCEDURE,
 583        "QUALIFY": TokenType.QUALIFY,
 584        "RANGE": TokenType.RANGE,
 585        "RECURSIVE": TokenType.RECURSIVE,
 586        "REGEXP": TokenType.RLIKE,
 587        "REPLACE": TokenType.REPLACE,
 588        "RESPECT NULLS": TokenType.RESPECT_NULLS,
 589        "REFERENCES": TokenType.REFERENCES,
 590        "RIGHT": TokenType.RIGHT,
 591        "RLIKE": TokenType.RLIKE,
 592        "ROLLBACK": TokenType.ROLLBACK,
 593        "ROLLUP": TokenType.ROLLUP,
 594        "ROW": TokenType.ROW,
 595        "ROWS": TokenType.ROWS,
 596        "SCHEMA": TokenType.SCHEMA,
 597        "SEED": TokenType.SEED,
 598        "SELECT": TokenType.SELECT,
 599        "SEMI": TokenType.SEMI,
 600        "SET": TokenType.SET,
 601        "SHOW": TokenType.SHOW,
 602        "SIMILAR TO": TokenType.SIMILAR_TO,
 603        "SOME": TokenType.SOME,
 604        "SORTKEY": TokenType.SORTKEY,
 605        "SORT BY": TokenType.SORT_BY,
 606        "TABLE": TokenType.TABLE,
 607        "TABLESAMPLE": TokenType.TABLE_SAMPLE,
 608        "TEMP": TokenType.TEMPORARY,
 609        "TEMPORARY": TokenType.TEMPORARY,
 610        "THEN": TokenType.THEN,
 611        "TRUE": TokenType.TRUE,
 612        "TRAILING": TokenType.TRAILING,
 613        "UNBOUNDED": TokenType.UNBOUNDED,
 614        "UNION": TokenType.UNION,
 615        "UNLOGGED": TokenType.UNLOGGED,
 616        "UNNEST": TokenType.UNNEST,
 617        "UNPIVOT": TokenType.UNPIVOT,
 618        "UPDATE": TokenType.UPDATE,
 619        "USE": TokenType.USE,
 620        "USING": TokenType.USING,
 621        "VALUES": TokenType.VALUES,
 622        "VIEW": TokenType.VIEW,
 623        "VOLATILE": TokenType.VOLATILE,
 624        "WHEN": TokenType.WHEN,
 625        "WHERE": TokenType.WHERE,
 626        "WINDOW": TokenType.WINDOW,
 627        "WITH": TokenType.WITH,
 628        "WITH TIME ZONE": TokenType.WITH_TIME_ZONE,
 629        "WITH LOCAL TIME ZONE": TokenType.WITH_LOCAL_TIME_ZONE,
 630        "WITHIN GROUP": TokenType.WITHIN_GROUP,
 631        "WITHOUT TIME ZONE": TokenType.WITHOUT_TIME_ZONE,
 632        "APPLY": TokenType.APPLY,
 633        "ARRAY": TokenType.ARRAY,
 634        "BOOL": TokenType.BOOLEAN,
 635        "BOOLEAN": TokenType.BOOLEAN,
 636        "BYTE": TokenType.TINYINT,
 637        "TINYINT": TokenType.TINYINT,
 638        "SHORT": TokenType.SMALLINT,
 639        "SMALLINT": TokenType.SMALLINT,
 640        "INT2": TokenType.SMALLINT,
 641        "INTEGER": TokenType.INT,
 642        "INT": TokenType.INT,
 643        "INT4": TokenType.INT,
 644        "LONG": TokenType.BIGINT,
 645        "BIGINT": TokenType.BIGINT,
 646        "INT8": TokenType.BIGINT,
 647        "DECIMAL": TokenType.DECIMAL,
 648        "MAP": TokenType.MAP,
 649        "NULLABLE": TokenType.NULLABLE,
 650        "NUMBER": TokenType.DECIMAL,
 651        "NUMERIC": TokenType.DECIMAL,
 652        "FIXED": TokenType.DECIMAL,
 653        "REAL": TokenType.FLOAT,
 654        "FLOAT": TokenType.FLOAT,
 655        "FLOAT4": TokenType.FLOAT,
 656        "FLOAT8": TokenType.DOUBLE,
 657        "DOUBLE": TokenType.DOUBLE,
 658        "DOUBLE PRECISION": TokenType.DOUBLE,
 659        "JSON": TokenType.JSON,
 660        "CHAR": TokenType.CHAR,
 661        "NCHAR": TokenType.NCHAR,
 662        "VARCHAR": TokenType.VARCHAR,
 663        "VARCHAR2": TokenType.VARCHAR,
 664        "NVARCHAR": TokenType.NVARCHAR,
 665        "NVARCHAR2": TokenType.NVARCHAR,
 666        "STR": TokenType.TEXT,
 667        "STRING": TokenType.TEXT,
 668        "TEXT": TokenType.TEXT,
 669        "CLOB": TokenType.TEXT,
 670        "LONGVARCHAR": TokenType.TEXT,
 671        "BINARY": TokenType.BINARY,
 672        "BLOB": TokenType.VARBINARY,
 673        "BYTEA": TokenType.VARBINARY,
 674        "VARBINARY": TokenType.VARBINARY,
 675        "TIME": TokenType.TIME,
 676        "TIMESTAMP": TokenType.TIMESTAMP,
 677        "TIMESTAMPTZ": TokenType.TIMESTAMPTZ,
 678        "TIMESTAMPLTZ": TokenType.TIMESTAMPLTZ,
 679        "DATE": TokenType.DATE,
 680        "DATETIME": TokenType.DATETIME,
 681        "UNIQUE": TokenType.UNIQUE,
 682        "STRUCT": TokenType.STRUCT,
 683        "VARIANT": TokenType.VARIANT,
 684        "ALTER": TokenType.ALTER,
 685        "ALTER AGGREGATE": TokenType.COMMAND,
 686        "ALTER DEFAULT": TokenType.COMMAND,
 687        "ALTER DOMAIN": TokenType.COMMAND,
 688        "ALTER ROLE": TokenType.COMMAND,
 689        "ALTER RULE": TokenType.COMMAND,
 690        "ALTER SEQUENCE": TokenType.COMMAND,
 691        "ALTER TYPE": TokenType.COMMAND,
 692        "ALTER USER": TokenType.COMMAND,
 693        "ALTER VIEW": TokenType.COMMAND,
 694        "ANALYZE": TokenType.COMMAND,
 695        "CALL": TokenType.COMMAND,
 696        "COPY": TokenType.COMMAND,
 697        "EXPLAIN": TokenType.COMMAND,
 698        "OPTIMIZE": TokenType.COMMAND,
 699        "PREPARE": TokenType.COMMAND,
 700        "TRUNCATE": TokenType.COMMAND,
 701        "VACUUM": TokenType.COMMAND,
 702    }
 703
 704    WHITE_SPACE = {
 705        " ": TokenType.SPACE,
 706        "\t": TokenType.SPACE,
 707        "\n": TokenType.BREAK,
 708        "\r": TokenType.BREAK,
 709        "\r\n": TokenType.BREAK,
 710    }
 711
 712    COMMANDS = {
 713        TokenType.COMMAND,
 714        TokenType.EXECUTE,
 715        TokenType.FETCH,
 716        TokenType.SET,
 717        TokenType.SHOW,
 718    }
 719
 720    COMMAND_PREFIX_TOKENS = {TokenType.SEMICOLON, TokenType.BEGIN}
 721
 722    # handle numeric literals like in hive (3L = BIGINT)
 723    NUMERIC_LITERALS: t.Dict[str, str] = {}
 724    ENCODE: t.Optional[str] = None
 725
 726    COMMENTS = ["--", ("/*", "*/")]
 727    KEYWORD_TRIE = None  # autofilled
 728
 729    IDENTIFIER_CAN_START_WITH_DIGIT = False
 730
 731    __slots__ = (
 732        "sql",
 733        "size",
 734        "tokens",
 735        "_start",
 736        "_current",
 737        "_line",
 738        "_col",
 739        "_comments",
 740        "_char",
 741        "_end",
 742        "_peek",
 743        "_prev_token_line",
 744        "_prev_token_comments",
 745        "_prev_token_type",
 746    )
 747
 748    def __init__(self) -> None:
 749        self.reset()
 750
 751    def reset(self) -> None:
 752        self.sql = ""
 753        self.size = 0
 754        self.tokens: t.List[Token] = []
 755        self._start = 0
 756        self._current = 0
 757        self._line = 1
 758        self._col = 1
 759        self._comments: t.List[str] = []
 760
 761        self._char = None
 762        self._end = None
 763        self._peek = None
 764        self._prev_token_line = -1
 765        self._prev_token_comments: t.List[str] = []
 766        self._prev_token_type = None
 767
 768    def tokenize(self, sql: str) -> t.List[Token]:
 769        """Returns a list of tokens corresponding to the SQL string `sql`."""
 770        self.reset()
 771        self.sql = sql
 772        self.size = len(sql)
 773        self._scan()
 774        return self.tokens
 775
 776    def _scan(self, until: t.Optional[t.Callable] = None) -> None:
 777        while self.size and not self._end:
 778            self._start = self._current
 779            self._advance()
 780
 781            if not self._char:
 782                break
 783
 784            white_space = self.WHITE_SPACE.get(self._char)  # type: ignore
 785            identifier_end = self._IDENTIFIERS.get(self._char)  # type: ignore
 786
 787            if white_space:
 788                if white_space == TokenType.BREAK:
 789                    self._col = 1
 790                    self._line += 1
 791            elif self._char.isdigit():  # type:ignore
 792                self._scan_number()
 793            elif identifier_end:
 794                self._scan_identifier(identifier_end)
 795            else:
 796                self._scan_keywords()
 797
 798            if until and until():
 799                break
 800
 801    def _chars(self, size: int) -> str:
 802        if size == 1:
 803            return self._char  # type: ignore
 804        start = self._current - 1
 805        end = start + size
 806        if end <= self.size:
 807            return self.sql[start:end]
 808        return ""
 809
 810    def _advance(self, i: int = 1) -> None:
 811        self._col += i
 812        self._current += i
 813        self._end = self._current >= self.size  # type: ignore
 814        self._char = self.sql[self._current - 1]  # type: ignore
 815        self._peek = self.sql[self._current] if self._current < self.size else ""  # type: ignore
 816
 817    @property
 818    def _text(self) -> str:
 819        return self.sql[self._start : self._current]
 820
 821    def _add(self, token_type: TokenType, text: t.Optional[str] = None) -> None:
 822        self._prev_token_line = self._line
 823        self._prev_token_comments = self._comments
 824        self._prev_token_type = token_type  # type: ignore
 825        self.tokens.append(
 826            Token(
 827                token_type,
 828                self._text if text is None else text,
 829                self._line,
 830                self._col,
 831                self._comments,
 832            )
 833        )
 834        self._comments = []
 835
 836        # If we have either a semicolon or a begin token before the command's token, we'll parse
 837        # whatever follows the command's token as a string
 838        if token_type in self.COMMANDS and (
 839            len(self.tokens) == 1 or self.tokens[-2].token_type in self.COMMAND_PREFIX_TOKENS
 840        ):
 841            start = self._current
 842            tokens = len(self.tokens)
 843            self._scan(lambda: self._peek == ";")
 844            self.tokens = self.tokens[:tokens]
 845            text = self.sql[start : self._current].strip()
 846            if text:
 847                self._add(TokenType.STRING, text)
 848
 849    def _scan_keywords(self) -> None:
 850        size = 0
 851        word = None
 852        chars: t.Optional[str] = self._text
 853        char = chars
 854        prev_space = False
 855        skip = False
 856        trie = self.KEYWORD_TRIE
 857
 858        while chars:
 859            if skip:
 860                result = 1
 861            else:
 862                result, trie = in_trie(trie, char.upper())  # type: ignore
 863
 864            if result == 0:
 865                break
 866            if result == 2:
 867                word = chars
 868            size += 1
 869            end = self._current - 1 + size
 870
 871            if end < self.size:
 872                char = self.sql[end]
 873                is_space = char in self.WHITE_SPACE
 874
 875                if not is_space or not prev_space:
 876                    if is_space:
 877                        char = " "
 878                    chars += char
 879                    prev_space = is_space
 880                    skip = False
 881                else:
 882                    skip = True
 883            else:
 884                chars = None
 885
 886        if not word:
 887            if self._char in self.SINGLE_TOKENS:
 888                self._add(self.SINGLE_TOKENS[self._char])  # type: ignore
 889                return
 890            self._scan_var()
 891            return
 892
 893        if self._scan_string(word):
 894            return
 895        if self._scan_formatted_string(word):
 896            return
 897        if self._scan_comment(word):
 898            return
 899
 900        self._advance(size - 1)
 901        self._add(self.KEYWORDS[word.upper()])
 902
 903    def _scan_comment(self, comment_start: str) -> bool:
 904        if comment_start not in self._COMMENTS:  # type: ignore
 905            return False
 906
 907        comment_start_line = self._line
 908        comment_start_size = len(comment_start)
 909        comment_end = self._COMMENTS[comment_start]  # type: ignore
 910
 911        if comment_end:
 912            comment_end_size = len(comment_end)
 913
 914            while not self._end and self._chars(comment_end_size) != comment_end:
 915                self._advance()
 916
 917            self._comments.append(self._text[comment_start_size : -comment_end_size + 1])  # type: ignore
 918            self._advance(comment_end_size - 1)
 919        else:
 920            while not self._end and self.WHITE_SPACE.get(self._peek) != TokenType.BREAK:  # type: ignore
 921                self._advance()
 922            self._comments.append(self._text[comment_start_size:])  # type: ignore
 923
 924        # Leading comment is attached to the succeeding token, whilst trailing comment to the preceding.
 925        # Multiple consecutive comments are preserved by appending them to the current comments list.
 926        if comment_start_line == self._prev_token_line:
 927            self.tokens[-1].comments.extend(self._comments)
 928            self._comments = []
 929
 930        return True
 931
 932    def _scan_number(self) -> None:
 933        if self._char == "0":
 934            peek = self._peek.upper()  # type: ignore
 935            if peek == "B":
 936                return self._scan_bits()
 937            elif peek == "X":
 938                return self._scan_hex()
 939
 940        decimal = False
 941        scientific = 0
 942
 943        while True:
 944            if self._peek.isdigit():  # type: ignore
 945                self._advance()
 946            elif self._peek == "." and not decimal:
 947                decimal = True
 948                self._advance()
 949            elif self._peek in ("-", "+") and scientific == 1:
 950                scientific += 1
 951                self._advance()
 952            elif self._peek.upper() == "E" and not scientific:  # type: ignore
 953                scientific += 1
 954                self._advance()
 955            elif self._peek.isidentifier():  # type: ignore
 956                number_text = self._text
 957                literal = []
 958
 959                while self._peek.strip() and self._peek not in self.SINGLE_TOKENS:  # type: ignore
 960                    literal.append(self._peek.upper())  # type: ignore
 961                    self._advance()
 962
 963                literal = "".join(literal)  # type: ignore
 964                token_type = self.KEYWORDS.get(self.NUMERIC_LITERALS.get(literal))  # type: ignore
 965
 966                if token_type:
 967                    self._add(TokenType.NUMBER, number_text)
 968                    self._add(TokenType.DCOLON, "::")
 969                    return self._add(token_type, literal)  # type: ignore
 970                elif self.IDENTIFIER_CAN_START_WITH_DIGIT:
 971                    return self._add(TokenType.VAR)
 972
 973                self._add(TokenType.NUMBER, number_text)
 974                return self._advance(-len(literal))
 975            else:
 976                return self._add(TokenType.NUMBER)
 977
 978    def _scan_bits(self) -> None:
 979        self._advance()
 980        value = self._extract_value()
 981        try:
 982            self._add(TokenType.BIT_STRING, f"{int(value, 2)}")
 983        except ValueError:
 984            self._add(TokenType.IDENTIFIER)
 985
 986    def _scan_hex(self) -> None:
 987        self._advance()
 988        value = self._extract_value()
 989        try:
 990            self._add(TokenType.HEX_STRING, f"{int(value, 16)}")
 991        except ValueError:
 992            self._add(TokenType.IDENTIFIER)
 993
 994    def _extract_value(self) -> str:
 995        while True:
 996            char = self._peek.strip()  # type: ignore
 997            if char and char not in self.SINGLE_TOKENS:
 998                self._advance()
 999            else:
1000                break
1001
1002        return self._text
1003
1004    def _scan_string(self, quote: str) -> bool:
1005        quote_end = self._QUOTES.get(quote)  # type: ignore
1006        if quote_end is None:
1007            return False
1008
1009        self._advance(len(quote))
1010        text = self._extract_string(quote_end)
1011        text = text.encode(self.ENCODE).decode(self.ENCODE) if self.ENCODE else text  # type: ignore
1012        self._add(TokenType.NATIONAL if quote[0].upper() == "N" else TokenType.STRING, text)
1013        return True
1014
1015    # X'1234, b'0110', E'\\\\\' etc.
1016    def _scan_formatted_string(self, string_start: str) -> bool:
1017        if string_start in self._HEX_STRINGS:  # type: ignore
1018            delimiters = self._HEX_STRINGS  # type: ignore
1019            token_type = TokenType.HEX_STRING
1020            base = 16
1021        elif string_start in self._BIT_STRINGS:  # type: ignore
1022            delimiters = self._BIT_STRINGS  # type: ignore
1023            token_type = TokenType.BIT_STRING
1024            base = 2
1025        elif string_start in self._BYTE_STRINGS:  # type: ignore
1026            delimiters = self._BYTE_STRINGS  # type: ignore
1027            token_type = TokenType.BYTE_STRING
1028            base = None
1029        else:
1030            return False
1031
1032        self._advance(len(string_start))
1033        string_end = delimiters.get(string_start)
1034        text = self._extract_string(string_end)
1035
1036        if base is None:
1037            self._add(token_type, text)
1038        else:
1039            try:
1040                self._add(token_type, f"{int(text, base)}")
1041            except:
1042                raise RuntimeError(
1043                    f"Numeric string contains invalid characters from {self._line}:{self._start}"
1044                )
1045
1046        return True
1047
1048    def _scan_identifier(self, identifier_end: str) -> None:
1049        text = ""
1050        identifier_end_is_escape = identifier_end in self._IDENTIFIER_ESCAPES
1051
1052        while True:
1053            if self._end:
1054                raise RuntimeError(f"Missing {identifier_end} from {self._line}:{self._start}")
1055
1056            self._advance()
1057            if self._char == identifier_end:
1058                if identifier_end_is_escape and self._peek == identifier_end:
1059                    text += identifier_end  # type: ignore
1060                    self._advance()
1061                    continue
1062
1063                break
1064
1065            text += self._char  # type: ignore
1066
1067        self._add(TokenType.IDENTIFIER, text)
1068
1069    def _scan_var(self) -> None:
1070        while True:
1071            char = self._peek.strip()  # type: ignore
1072            if char and char not in self.SINGLE_TOKENS:
1073                self._advance()
1074            else:
1075                break
1076        self._add(
1077            TokenType.VAR
1078            if self._prev_token_type == TokenType.PARAMETER
1079            else self.KEYWORDS.get(self._text.upper(), TokenType.VAR)
1080        )
1081
1082    def _extract_string(self, delimiter: str) -> str:
1083        text = ""
1084        delim_size = len(delimiter)
1085
1086        while True:
1087            if self._char in self._STRING_ESCAPES and (
1088                self._peek == delimiter or self._peek in self._STRING_ESCAPES
1089            ):
1090                if self._peek == delimiter:
1091                    text += self._peek  # type: ignore
1092                else:
1093                    text += self._char + self._peek  # type: ignore
1094
1095                if self._current + 1 < self.size:
1096                    self._advance(2)
1097                else:
1098                    raise RuntimeError(f"Missing {delimiter} from {self._line}:{self._current}")
1099            else:
1100                if self._chars(delim_size) == delimiter:
1101                    if delim_size > 1:
1102                        self._advance(delim_size - 1)
1103                    break
1104
1105                if self._end:
1106                    raise RuntimeError(f"Missing {delimiter} from {self._line}:{self._start}")
1107                text += self._char  # type: ignore
1108                self._advance()
1109
1110        return text
class TokenType(sqlglot.helper.AutoName):
 11class TokenType(AutoName):
 12    L_PAREN = auto()
 13    R_PAREN = auto()
 14    L_BRACKET = auto()
 15    R_BRACKET = auto()
 16    L_BRACE = auto()
 17    R_BRACE = auto()
 18    COMMA = auto()
 19    DOT = auto()
 20    DASH = auto()
 21    PLUS = auto()
 22    COLON = auto()
 23    DCOLON = auto()
 24    SEMICOLON = auto()
 25    STAR = auto()
 26    BACKSLASH = auto()
 27    SLASH = auto()
 28    LT = auto()
 29    LTE = auto()
 30    GT = auto()
 31    GTE = auto()
 32    NOT = auto()
 33    EQ = auto()
 34    NEQ = auto()
 35    NULLSAFE_EQ = auto()
 36    AND = auto()
 37    OR = auto()
 38    AMP = auto()
 39    DPIPE = auto()
 40    PIPE = auto()
 41    CARET = auto()
 42    TILDA = auto()
 43    ARROW = auto()
 44    DARROW = auto()
 45    FARROW = auto()
 46    HASH = auto()
 47    HASH_ARROW = auto()
 48    DHASH_ARROW = auto()
 49    LR_ARROW = auto()
 50    DOLLAR = auto()
 51    PARAMETER = auto()
 52    SESSION_PARAMETER = auto()
 53    NATIONAL = auto()
 54
 55    BLOCK_START = auto()
 56    BLOCK_END = auto()
 57
 58    SPACE = auto()
 59    BREAK = auto()
 60
 61    STRING = auto()
 62    NUMBER = auto()
 63    IDENTIFIER = auto()
 64    COLUMN = auto()
 65    COLUMN_DEF = auto()
 66    SCHEMA = auto()
 67    TABLE = auto()
 68    VAR = auto()
 69    BIT_STRING = auto()
 70    HEX_STRING = auto()
 71    BYTE_STRING = auto()
 72
 73    # types
 74    BOOLEAN = auto()
 75    TINYINT = auto()
 76    SMALLINT = auto()
 77    INT = auto()
 78    BIGINT = auto()
 79    FLOAT = auto()
 80    DOUBLE = auto()
 81    DECIMAL = auto()
 82    CHAR = auto()
 83    NCHAR = auto()
 84    VARCHAR = auto()
 85    NVARCHAR = auto()
 86    TEXT = auto()
 87    MEDIUMTEXT = auto()
 88    LONGTEXT = auto()
 89    MEDIUMBLOB = auto()
 90    LONGBLOB = auto()
 91    BINARY = auto()
 92    VARBINARY = auto()
 93    JSON = auto()
 94    JSONB = auto()
 95    TIME = auto()
 96    TIMESTAMP = auto()
 97    TIMESTAMPTZ = auto()
 98    TIMESTAMPLTZ = auto()
 99    DATETIME = auto()
100    DATE = auto()
101    UUID = auto()
102    GEOGRAPHY = auto()
103    NULLABLE = auto()
104    GEOMETRY = auto()
105    HLLSKETCH = auto()
106    HSTORE = auto()
107    SUPER = auto()
108    SERIAL = auto()
109    SMALLSERIAL = auto()
110    BIGSERIAL = auto()
111    XML = auto()
112    UNIQUEIDENTIFIER = auto()
113    MONEY = auto()
114    SMALLMONEY = auto()
115    ROWVERSION = auto()
116    IMAGE = auto()
117    VARIANT = auto()
118    OBJECT = auto()
119
120    # keywords
121    ALIAS = auto()
122    ALTER = auto()
123    ALWAYS = auto()
124    ALL = auto()
125    ANTI = auto()
126    ANY = auto()
127    APPLY = auto()
128    ARRAY = auto()
129    ASC = auto()
130    ASOF = auto()
131    AT_TIME_ZONE = auto()
132    AUTO_INCREMENT = auto()
133    BEGIN = auto()
134    BETWEEN = auto()
135    BOTH = auto()
136    BUCKET = auto()
137    BY_DEFAULT = auto()
138    CACHE = auto()
139    CASCADE = auto()
140    CASE = auto()
141    CHARACTER_SET = auto()
142    CLUSTER_BY = auto()
143    COLLATE = auto()
144    COMMAND = auto()
145    COMMENT = auto()
146    COMMIT = auto()
147    COMPOUND = auto()
148    CONSTRAINT = auto()
149    CREATE = auto()
150    CROSS = auto()
151    CUBE = auto()
152    CURRENT_DATE = auto()
153    CURRENT_DATETIME = auto()
154    CURRENT_ROW = auto()
155    CURRENT_TIME = auto()
156    CURRENT_TIMESTAMP = auto()
157    DEFAULT = auto()
158    DELETE = auto()
159    DESC = auto()
160    DESCRIBE = auto()
161    DISTINCT = auto()
162    DISTINCT_FROM = auto()
163    DISTRIBUTE_BY = auto()
164    DIV = auto()
165    DROP = auto()
166    ELSE = auto()
167    END = auto()
168    ESCAPE = auto()
169    EXCEPT = auto()
170    EXECUTE = auto()
171    EXISTS = auto()
172    FALSE = auto()
173    FETCH = auto()
174    FILTER = auto()
175    FINAL = auto()
176    FIRST = auto()
177    FOLLOWING = auto()
178    FOR = auto()
179    FOREIGN_KEY = auto()
180    FORMAT = auto()
181    FROM = auto()
182    FULL = auto()
183    FUNCTION = auto()
184    GLOB = auto()
185    GLOBAL = auto()
186    GROUP_BY = auto()
187    GROUPING_SETS = auto()
188    HAVING = auto()
189    HINT = auto()
190    IF = auto()
191    IGNORE_NULLS = auto()
192    ILIKE = auto()
193    ILIKE_ANY = auto()
194    IN = auto()
195    INDEX = auto()
196    INNER = auto()
197    INSERT = auto()
198    INTERSECT = auto()
199    INTERVAL = auto()
200    INTO = auto()
201    INTRODUCER = auto()
202    IRLIKE = auto()
203    IS = auto()
204    ISNULL = auto()
205    JOIN = auto()
206    LANGUAGE = auto()
207    LATERAL = auto()
208    LAZY = auto()
209    LEADING = auto()
210    LEFT = auto()
211    LIKE = auto()
212    LIKE_ANY = auto()
213    LIMIT = auto()
214    LOAD_DATA = auto()
215    LOCAL = auto()
216    MAP = auto()
217    MATCH_RECOGNIZE = auto()
218    MATERIALIZED = auto()
219    MERGE = auto()
220    MOD = auto()
221    NATURAL = auto()
222    NEXT = auto()
223    NO_ACTION = auto()
224    NOTNULL = auto()
225    NULL = auto()
226    NULLS_FIRST = auto()
227    NULLS_LAST = auto()
228    OFFSET = auto()
229    ON = auto()
230    ONLY = auto()
231    OPTIONS = auto()
232    ORDER_BY = auto()
233    ORDERED = auto()
234    ORDINALITY = auto()
235    OUTER = auto()
236    OUT_OF = auto()
237    OVER = auto()
238    OVERWRITE = auto()
239    PARTITION = auto()
240    PARTITION_BY = auto()
241    PERCENT = auto()
242    PIVOT = auto()
243    PLACEHOLDER = auto()
244    PRECEDING = auto()
245    PRIMARY_KEY = auto()
246    PROCEDURE = auto()
247    PROPERTIES = auto()
248    PSEUDO_TYPE = auto()
249    QUALIFY = auto()
250    QUOTE = auto()
251    RANGE = auto()
252    RECURSIVE = auto()
253    REPLACE = auto()
254    RESPECT_NULLS = auto()
255    RETURNING = auto()
256    REFERENCES = auto()
257    RIGHT = auto()
258    RLIKE = auto()
259    ROLLBACK = auto()
260    ROLLUP = auto()
261    ROW = auto()
262    ROWS = auto()
263    SEED = auto()
264    SELECT = auto()
265    SEMI = auto()
266    SEPARATOR = auto()
267    SERDE_PROPERTIES = auto()
268    SET = auto()
269    SHOW = auto()
270    SIMILAR_TO = auto()
271    SOME = auto()
272    SORTKEY = auto()
273    SORT_BY = auto()
274    STRUCT = auto()
275    TABLE_SAMPLE = auto()
276    TEMPORARY = auto()
277    TOP = auto()
278    THEN = auto()
279    TRAILING = auto()
280    TRUE = auto()
281    UNBOUNDED = auto()
282    UNCACHE = auto()
283    UNION = auto()
284    UNLOGGED = auto()
285    UNNEST = auto()
286    UNPIVOT = auto()
287    UPDATE = auto()
288    USE = auto()
289    USING = auto()
290    VALUES = auto()
291    VIEW = auto()
292    VOLATILE = auto()
293    WHEN = auto()
294    WHERE = auto()
295    WINDOW = auto()
296    WITH = auto()
297    WITH_TIME_ZONE = auto()
298    WITH_LOCAL_TIME_ZONE = auto()
299    WITHIN_GROUP = auto()
300    WITHOUT_TIME_ZONE = auto()
301    UNIQUE = auto()

An enumeration.

L_PAREN = <TokenType.L_PAREN: 'L_PAREN'>
R_PAREN = <TokenType.R_PAREN: 'R_PAREN'>
L_BRACKET = <TokenType.L_BRACKET: 'L_BRACKET'>
R_BRACKET = <TokenType.R_BRACKET: 'R_BRACKET'>
L_BRACE = <TokenType.L_BRACE: 'L_BRACE'>
R_BRACE = <TokenType.R_BRACE: 'R_BRACE'>
COMMA = <TokenType.COMMA: 'COMMA'>
DOT = <TokenType.DOT: 'DOT'>
DASH = <TokenType.DASH: 'DASH'>
PLUS = <TokenType.PLUS: 'PLUS'>
COLON = <TokenType.COLON: 'COLON'>
DCOLON = <TokenType.DCOLON: 'DCOLON'>
SEMICOLON = <TokenType.SEMICOLON: 'SEMICOLON'>
STAR = <TokenType.STAR: 'STAR'>
BACKSLASH = <TokenType.BACKSLASH: 'BACKSLASH'>
SLASH = <TokenType.SLASH: 'SLASH'>
LT = <TokenType.LT: 'LT'>
LTE = <TokenType.LTE: 'LTE'>
GT = <TokenType.GT: 'GT'>
GTE = <TokenType.GTE: 'GTE'>
NOT = <TokenType.NOT: 'NOT'>
EQ = <TokenType.EQ: 'EQ'>
NEQ = <TokenType.NEQ: 'NEQ'>
NULLSAFE_EQ = <TokenType.NULLSAFE_EQ: 'NULLSAFE_EQ'>
AND = <TokenType.AND: 'AND'>
OR = <TokenType.OR: 'OR'>
AMP = <TokenType.AMP: 'AMP'>
DPIPE = <TokenType.DPIPE: 'DPIPE'>
PIPE = <TokenType.PIPE: 'PIPE'>
CARET = <TokenType.CARET: 'CARET'>
TILDA = <TokenType.TILDA: 'TILDA'>
ARROW = <TokenType.ARROW: 'ARROW'>
DARROW = <TokenType.DARROW: 'DARROW'>
FARROW = <TokenType.FARROW: 'FARROW'>
HASH = <TokenType.HASH: 'HASH'>
HASH_ARROW = <TokenType.HASH_ARROW: 'HASH_ARROW'>
DHASH_ARROW = <TokenType.DHASH_ARROW: 'DHASH_ARROW'>
LR_ARROW = <TokenType.LR_ARROW: 'LR_ARROW'>
DOLLAR = <TokenType.DOLLAR: 'DOLLAR'>
PARAMETER = <TokenType.PARAMETER: 'PARAMETER'>
SESSION_PARAMETER = <TokenType.SESSION_PARAMETER: 'SESSION_PARAMETER'>
NATIONAL = <TokenType.NATIONAL: 'NATIONAL'>
BLOCK_START = <TokenType.BLOCK_START: 'BLOCK_START'>
BLOCK_END = <TokenType.BLOCK_END: 'BLOCK_END'>
SPACE = <TokenType.SPACE: 'SPACE'>
BREAK = <TokenType.BREAK: 'BREAK'>
STRING = <TokenType.STRING: 'STRING'>
NUMBER = <TokenType.NUMBER: 'NUMBER'>
IDENTIFIER = <TokenType.IDENTIFIER: 'IDENTIFIER'>
COLUMN = <TokenType.COLUMN: 'COLUMN'>
COLUMN_DEF = <TokenType.COLUMN_DEF: 'COLUMN_DEF'>
SCHEMA = <TokenType.SCHEMA: 'SCHEMA'>
TABLE = <TokenType.TABLE: 'TABLE'>
VAR = <TokenType.VAR: 'VAR'>
BIT_STRING = <TokenType.BIT_STRING: 'BIT_STRING'>
HEX_STRING = <TokenType.HEX_STRING: 'HEX_STRING'>
BYTE_STRING = <TokenType.BYTE_STRING: 'BYTE_STRING'>
BOOLEAN = <TokenType.BOOLEAN: 'BOOLEAN'>
TINYINT = <TokenType.TINYINT: 'TINYINT'>
SMALLINT = <TokenType.SMALLINT: 'SMALLINT'>
INT = <TokenType.INT: 'INT'>
BIGINT = <TokenType.BIGINT: 'BIGINT'>
FLOAT = <TokenType.FLOAT: 'FLOAT'>
DOUBLE = <TokenType.DOUBLE: 'DOUBLE'>
DECIMAL = <TokenType.DECIMAL: 'DECIMAL'>
CHAR = <TokenType.CHAR: 'CHAR'>
NCHAR = <TokenType.NCHAR: 'NCHAR'>
VARCHAR = <TokenType.VARCHAR: 'VARCHAR'>
NVARCHAR = <TokenType.NVARCHAR: 'NVARCHAR'>
TEXT = <TokenType.TEXT: 'TEXT'>
MEDIUMTEXT = <TokenType.MEDIUMTEXT: 'MEDIUMTEXT'>
LONGTEXT = <TokenType.LONGTEXT: 'LONGTEXT'>
MEDIUMBLOB = <TokenType.MEDIUMBLOB: 'MEDIUMBLOB'>
LONGBLOB = <TokenType.LONGBLOB: 'LONGBLOB'>
BINARY = <TokenType.BINARY: 'BINARY'>
VARBINARY = <TokenType.VARBINARY: 'VARBINARY'>
JSON = <TokenType.JSON: 'JSON'>
JSONB = <TokenType.JSONB: 'JSONB'>
TIME = <TokenType.TIME: 'TIME'>
TIMESTAMP = <TokenType.TIMESTAMP: 'TIMESTAMP'>
TIMESTAMPTZ = <TokenType.TIMESTAMPTZ: 'TIMESTAMPTZ'>
TIMESTAMPLTZ = <TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>
DATETIME = <TokenType.DATETIME: 'DATETIME'>
DATE = <TokenType.DATE: 'DATE'>
UUID = <TokenType.UUID: 'UUID'>
GEOGRAPHY = <TokenType.GEOGRAPHY: 'GEOGRAPHY'>
NULLABLE = <TokenType.NULLABLE: 'NULLABLE'>
GEOMETRY = <TokenType.GEOMETRY: 'GEOMETRY'>
HLLSKETCH = <TokenType.HLLSKETCH: 'HLLSKETCH'>
HSTORE = <TokenType.HSTORE: 'HSTORE'>
SUPER = <TokenType.SUPER: 'SUPER'>
SERIAL = <TokenType.SERIAL: 'SERIAL'>
SMALLSERIAL = <TokenType.SMALLSERIAL: 'SMALLSERIAL'>
BIGSERIAL = <TokenType.BIGSERIAL: 'BIGSERIAL'>
XML = <TokenType.XML: 'XML'>
UNIQUEIDENTIFIER = <TokenType.UNIQUEIDENTIFIER: 'UNIQUEIDENTIFIER'>
MONEY = <TokenType.MONEY: 'MONEY'>
SMALLMONEY = <TokenType.SMALLMONEY: 'SMALLMONEY'>
ROWVERSION = <TokenType.ROWVERSION: 'ROWVERSION'>
IMAGE = <TokenType.IMAGE: 'IMAGE'>
VARIANT = <TokenType.VARIANT: 'VARIANT'>
OBJECT = <TokenType.OBJECT: 'OBJECT'>
ALIAS = <TokenType.ALIAS: 'ALIAS'>
ALTER = <TokenType.ALTER: 'ALTER'>
ALWAYS = <TokenType.ALWAYS: 'ALWAYS'>
ALL = <TokenType.ALL: 'ALL'>
ANTI = <TokenType.ANTI: 'ANTI'>
ANY = <TokenType.ANY: 'ANY'>
APPLY = <TokenType.APPLY: 'APPLY'>
ARRAY = <TokenType.ARRAY: 'ARRAY'>
ASC = <TokenType.ASC: 'ASC'>
ASOF = <TokenType.ASOF: 'ASOF'>
AT_TIME_ZONE = <TokenType.AT_TIME_ZONE: 'AT_TIME_ZONE'>
AUTO_INCREMENT = <TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>
BEGIN = <TokenType.BEGIN: 'BEGIN'>
BETWEEN = <TokenType.BETWEEN: 'BETWEEN'>
BOTH = <TokenType.BOTH: 'BOTH'>
BUCKET = <TokenType.BUCKET: 'BUCKET'>
BY_DEFAULT = <TokenType.BY_DEFAULT: 'BY_DEFAULT'>
CACHE = <TokenType.CACHE: 'CACHE'>
CASCADE = <TokenType.CASCADE: 'CASCADE'>
CASE = <TokenType.CASE: 'CASE'>
CHARACTER_SET = <TokenType.CHARACTER_SET: 'CHARACTER_SET'>
CLUSTER_BY = <TokenType.CLUSTER_BY: 'CLUSTER_BY'>
COLLATE = <TokenType.COLLATE: 'COLLATE'>
COMMAND = <TokenType.COMMAND: 'COMMAND'>
COMMENT = <TokenType.COMMENT: 'COMMENT'>
COMMIT = <TokenType.COMMIT: 'COMMIT'>
COMPOUND = <TokenType.COMPOUND: 'COMPOUND'>
CONSTRAINT = <TokenType.CONSTRAINT: 'CONSTRAINT'>
CREATE = <TokenType.CREATE: 'CREATE'>
CROSS = <TokenType.CROSS: 'CROSS'>
CUBE = <TokenType.CUBE: 'CUBE'>
CURRENT_DATE = <TokenType.CURRENT_DATE: 'CURRENT_DATE'>
CURRENT_DATETIME = <TokenType.CURRENT_DATETIME: 'CURRENT_DATETIME'>
CURRENT_ROW = <TokenType.CURRENT_ROW: 'CURRENT_ROW'>
CURRENT_TIME = <TokenType.CURRENT_TIME: 'CURRENT_TIME'>
CURRENT_TIMESTAMP = <TokenType.CURRENT_TIMESTAMP: 'CURRENT_TIMESTAMP'>
DEFAULT = <TokenType.DEFAULT: 'DEFAULT'>
DELETE = <TokenType.DELETE: 'DELETE'>
DESC = <TokenType.DESC: 'DESC'>
DESCRIBE = <TokenType.DESCRIBE: 'DESCRIBE'>
DISTINCT = <TokenType.DISTINCT: 'DISTINCT'>
DISTINCT_FROM = <TokenType.DISTINCT_FROM: 'DISTINCT_FROM'>
DISTRIBUTE_BY = <TokenType.DISTRIBUTE_BY: 'DISTRIBUTE_BY'>
DIV = <TokenType.DIV: 'DIV'>
DROP = <TokenType.DROP: 'DROP'>
ELSE = <TokenType.ELSE: 'ELSE'>
END = <TokenType.END: 'END'>
ESCAPE = <TokenType.ESCAPE: 'ESCAPE'>
EXCEPT = <TokenType.EXCEPT: 'EXCEPT'>
EXECUTE = <TokenType.EXECUTE: 'EXECUTE'>
EXISTS = <TokenType.EXISTS: 'EXISTS'>
FALSE = <TokenType.FALSE: 'FALSE'>
FETCH = <TokenType.FETCH: 'FETCH'>
FILTER = <TokenType.FILTER: 'FILTER'>
FINAL = <TokenType.FINAL: 'FINAL'>
FIRST = <TokenType.FIRST: 'FIRST'>
FOLLOWING = <TokenType.FOLLOWING: 'FOLLOWING'>
FOR = <TokenType.FOR: 'FOR'>
FOREIGN_KEY = <TokenType.FOREIGN_KEY: 'FOREIGN_KEY'>
FORMAT = <TokenType.FORMAT: 'FORMAT'>
FROM = <TokenType.FROM: 'FROM'>
FULL = <TokenType.FULL: 'FULL'>
FUNCTION = <TokenType.FUNCTION: 'FUNCTION'>
GLOB = <TokenType.GLOB: 'GLOB'>
GLOBAL = <TokenType.GLOBAL: 'GLOBAL'>
GROUP_BY = <TokenType.GROUP_BY: 'GROUP_BY'>
GROUPING_SETS = <TokenType.GROUPING_SETS: 'GROUPING_SETS'>
HAVING = <TokenType.HAVING: 'HAVING'>
HINT = <TokenType.HINT: 'HINT'>
IF = <TokenType.IF: 'IF'>
IGNORE_NULLS = <TokenType.IGNORE_NULLS: 'IGNORE_NULLS'>
ILIKE = <TokenType.ILIKE: 'ILIKE'>
ILIKE_ANY = <TokenType.ILIKE_ANY: 'ILIKE_ANY'>
IN = <TokenType.IN: 'IN'>
INDEX = <TokenType.INDEX: 'INDEX'>
INNER = <TokenType.INNER: 'INNER'>
INSERT = <TokenType.INSERT: 'INSERT'>
INTERSECT = <TokenType.INTERSECT: 'INTERSECT'>
INTERVAL = <TokenType.INTERVAL: 'INTERVAL'>
INTO = <TokenType.INTO: 'INTO'>
INTRODUCER = <TokenType.INTRODUCER: 'INTRODUCER'>
IRLIKE = <TokenType.IRLIKE: 'IRLIKE'>
IS = <TokenType.IS: 'IS'>
ISNULL = <TokenType.ISNULL: 'ISNULL'>
JOIN = <TokenType.JOIN: 'JOIN'>
LANGUAGE = <TokenType.LANGUAGE: 'LANGUAGE'>
LATERAL = <TokenType.LATERAL: 'LATERAL'>
LAZY = <TokenType.LAZY: 'LAZY'>
LEADING = <TokenType.LEADING: 'LEADING'>
LEFT = <TokenType.LEFT: 'LEFT'>
LIKE = <TokenType.LIKE: 'LIKE'>
LIKE_ANY = <TokenType.LIKE_ANY: 'LIKE_ANY'>
LIMIT = <TokenType.LIMIT: 'LIMIT'>
LOAD_DATA = <TokenType.LOAD_DATA: 'LOAD_DATA'>
LOCAL = <TokenType.LOCAL: 'LOCAL'>
MAP = <TokenType.MAP: 'MAP'>
MATCH_RECOGNIZE = <TokenType.MATCH_RECOGNIZE: 'MATCH_RECOGNIZE'>
MATERIALIZED = <TokenType.MATERIALIZED: 'MATERIALIZED'>
MERGE = <TokenType.MERGE: 'MERGE'>
MOD = <TokenType.MOD: 'MOD'>
NATURAL = <TokenType.NATURAL: 'NATURAL'>
NEXT = <TokenType.NEXT: 'NEXT'>
NO_ACTION = <TokenType.NO_ACTION: 'NO_ACTION'>
NOTNULL = <TokenType.NOTNULL: 'NOTNULL'>
NULL = <TokenType.NULL: 'NULL'>
NULLS_FIRST = <TokenType.NULLS_FIRST: 'NULLS_FIRST'>
NULLS_LAST = <TokenType.NULLS_LAST: 'NULLS_LAST'>
OFFSET = <TokenType.OFFSET: 'OFFSET'>
ON = <TokenType.ON: 'ON'>
ONLY = <TokenType.ONLY: 'ONLY'>
OPTIONS = <TokenType.OPTIONS: 'OPTIONS'>
ORDER_BY = <TokenType.ORDER_BY: 'ORDER_BY'>
ORDERED = <TokenType.ORDERED: 'ORDERED'>
ORDINALITY = <TokenType.ORDINALITY: 'ORDINALITY'>
OUTER = <TokenType.OUTER: 'OUTER'>
OUT_OF = <TokenType.OUT_OF: 'OUT_OF'>
OVER = <TokenType.OVER: 'OVER'>
OVERWRITE = <TokenType.OVERWRITE: 'OVERWRITE'>
PARTITION = <TokenType.PARTITION: 'PARTITION'>
PARTITION_BY = <TokenType.PARTITION_BY: 'PARTITION_BY'>
PERCENT = <TokenType.PERCENT: 'PERCENT'>
PIVOT = <TokenType.PIVOT: 'PIVOT'>
PLACEHOLDER = <TokenType.PLACEHOLDER: 'PLACEHOLDER'>
PRECEDING = <TokenType.PRECEDING: 'PRECEDING'>
PRIMARY_KEY = <TokenType.PRIMARY_KEY: 'PRIMARY_KEY'>
PROCEDURE = <TokenType.PROCEDURE: 'PROCEDURE'>
PROPERTIES = <TokenType.PROPERTIES: 'PROPERTIES'>
PSEUDO_TYPE = <TokenType.PSEUDO_TYPE: 'PSEUDO_TYPE'>
QUALIFY = <TokenType.QUALIFY: 'QUALIFY'>
QUOTE = <TokenType.QUOTE: 'QUOTE'>
RANGE = <TokenType.RANGE: 'RANGE'>
RECURSIVE = <TokenType.RECURSIVE: 'RECURSIVE'>
REPLACE = <TokenType.REPLACE: 'REPLACE'>
RESPECT_NULLS = <TokenType.RESPECT_NULLS: 'RESPECT_NULLS'>
RETURNING = <TokenType.RETURNING: 'RETURNING'>
REFERENCES = <TokenType.REFERENCES: 'REFERENCES'>
RIGHT = <TokenType.RIGHT: 'RIGHT'>
RLIKE = <TokenType.RLIKE: 'RLIKE'>
ROLLBACK = <TokenType.ROLLBACK: 'ROLLBACK'>
ROLLUP = <TokenType.ROLLUP: 'ROLLUP'>
ROW = <TokenType.ROW: 'ROW'>
ROWS = <TokenType.ROWS: 'ROWS'>
SEED = <TokenType.SEED: 'SEED'>
SELECT = <TokenType.SELECT: 'SELECT'>
SEMI = <TokenType.SEMI: 'SEMI'>
SEPARATOR = <TokenType.SEPARATOR: 'SEPARATOR'>
SERDE_PROPERTIES = <TokenType.SERDE_PROPERTIES: 'SERDE_PROPERTIES'>
SET = <TokenType.SET: 'SET'>
SHOW = <TokenType.SHOW: 'SHOW'>
SIMILAR_TO = <TokenType.SIMILAR_TO: 'SIMILAR_TO'>
SOME = <TokenType.SOME: 'SOME'>
SORTKEY = <TokenType.SORTKEY: 'SORTKEY'>
SORT_BY = <TokenType.SORT_BY: 'SORT_BY'>
STRUCT = <TokenType.STRUCT: 'STRUCT'>
TABLE_SAMPLE = <TokenType.TABLE_SAMPLE: 'TABLE_SAMPLE'>
TEMPORARY = <TokenType.TEMPORARY: 'TEMPORARY'>
TOP = <TokenType.TOP: 'TOP'>
THEN = <TokenType.THEN: 'THEN'>
TRAILING = <TokenType.TRAILING: 'TRAILING'>
TRUE = <TokenType.TRUE: 'TRUE'>
UNBOUNDED = <TokenType.UNBOUNDED: 'UNBOUNDED'>
UNCACHE = <TokenType.UNCACHE: 'UNCACHE'>
UNION = <TokenType.UNION: 'UNION'>
UNLOGGED = <TokenType.UNLOGGED: 'UNLOGGED'>
UNNEST = <TokenType.UNNEST: 'UNNEST'>
UNPIVOT = <TokenType.UNPIVOT: 'UNPIVOT'>
UPDATE = <TokenType.UPDATE: 'UPDATE'>
USE = <TokenType.USE: 'USE'>
USING = <TokenType.USING: 'USING'>
VALUES = <TokenType.VALUES: 'VALUES'>
VIEW = <TokenType.VIEW: 'VIEW'>
VOLATILE = <TokenType.VOLATILE: 'VOLATILE'>
WHEN = <TokenType.WHEN: 'WHEN'>
WHERE = <TokenType.WHERE: 'WHERE'>
WINDOW = <TokenType.WINDOW: 'WINDOW'>
WITH = <TokenType.WITH: 'WITH'>
WITH_TIME_ZONE = <TokenType.WITH_TIME_ZONE: 'WITH_TIME_ZONE'>
WITH_LOCAL_TIME_ZONE = <TokenType.WITH_LOCAL_TIME_ZONE: 'WITH_LOCAL_TIME_ZONE'>
WITHIN_GROUP = <TokenType.WITHIN_GROUP: 'WITHIN_GROUP'>
WITHOUT_TIME_ZONE = <TokenType.WITHOUT_TIME_ZONE: 'WITHOUT_TIME_ZONE'>
UNIQUE = <TokenType.UNIQUE: 'UNIQUE'>
Inherited Members
enum.Enum
name
value
class Token:
304class Token:
305    __slots__ = ("token_type", "text", "line", "col", "comments")
306
307    @classmethod
308    def number(cls, number: int) -> Token:
309        """Returns a NUMBER token with `number` as its text."""
310        return cls(TokenType.NUMBER, str(number))
311
312    @classmethod
313    def string(cls, string: str) -> Token:
314        """Returns a STRING token with `string` as its text."""
315        return cls(TokenType.STRING, string)
316
317    @classmethod
318    def identifier(cls, identifier: str) -> Token:
319        """Returns an IDENTIFIER token with `identifier` as its text."""
320        return cls(TokenType.IDENTIFIER, identifier)
321
322    @classmethod
323    def var(cls, var: str) -> Token:
324        """Returns an VAR token with `var` as its text."""
325        return cls(TokenType.VAR, var)
326
327    def __init__(
328        self,
329        token_type: TokenType,
330        text: str,
331        line: int = 1,
332        col: int = 1,
333        comments: t.List[str] = [],
334    ) -> None:
335        self.token_type = token_type
336        self.text = text
337        self.line = line
338        self.col = max(col - len(text), 1)
339        self.comments = comments
340
341    def __repr__(self) -> str:
342        attributes = ", ".join(f"{k}: {getattr(self, k)}" for k in self.__slots__)
343        return f"<Token {attributes}>"
Token( token_type: sqlglot.tokens.TokenType, text: str, line: int = 1, col: int = 1, comments: List[str] = [])
327    def __init__(
328        self,
329        token_type: TokenType,
330        text: str,
331        line: int = 1,
332        col: int = 1,
333        comments: t.List[str] = [],
334    ) -> None:
335        self.token_type = token_type
336        self.text = text
337        self.line = line
338        self.col = max(col - len(text), 1)
339        self.comments = comments
@classmethod
def number(cls, number: int) -> sqlglot.tokens.Token:
307    @classmethod
308    def number(cls, number: int) -> Token:
309        """Returns a NUMBER token with `number` as its text."""
310        return cls(TokenType.NUMBER, str(number))

Returns a NUMBER token with number as its text.

@classmethod
def string(cls, string: str) -> sqlglot.tokens.Token:
312    @classmethod
313    def string(cls, string: str) -> Token:
314        """Returns a STRING token with `string` as its text."""
315        return cls(TokenType.STRING, string)

Returns a STRING token with string as its text.

@classmethod
def identifier(cls, identifier: str) -> sqlglot.tokens.Token:
317    @classmethod
318    def identifier(cls, identifier: str) -> Token:
319        """Returns an IDENTIFIER token with `identifier` as its text."""
320        return cls(TokenType.IDENTIFIER, identifier)

Returns an IDENTIFIER token with identifier as its text.

@classmethod
def var(cls, var: str) -> sqlglot.tokens.Token:
322    @classmethod
323    def var(cls, var: str) -> Token:
324        """Returns an VAR token with `var` as its text."""
325        return cls(TokenType.VAR, var)

Returns an VAR token with var as its text.

class Tokenizer:
 386class Tokenizer(metaclass=_Tokenizer):
 387    SINGLE_TOKENS = {
 388        "(": TokenType.L_PAREN,
 389        ")": TokenType.R_PAREN,
 390        "[": TokenType.L_BRACKET,
 391        "]": TokenType.R_BRACKET,
 392        "{": TokenType.L_BRACE,
 393        "}": TokenType.R_BRACE,
 394        "&": TokenType.AMP,
 395        "^": TokenType.CARET,
 396        ":": TokenType.COLON,
 397        ",": TokenType.COMMA,
 398        ".": TokenType.DOT,
 399        "-": TokenType.DASH,
 400        "=": TokenType.EQ,
 401        ">": TokenType.GT,
 402        "<": TokenType.LT,
 403        "%": TokenType.MOD,
 404        "!": TokenType.NOT,
 405        "|": TokenType.PIPE,
 406        "+": TokenType.PLUS,
 407        ";": TokenType.SEMICOLON,
 408        "/": TokenType.SLASH,
 409        "\\": TokenType.BACKSLASH,
 410        "*": TokenType.STAR,
 411        "~": TokenType.TILDA,
 412        "?": TokenType.PLACEHOLDER,
 413        "@": TokenType.PARAMETER,
 414        # used for breaking a var like x'y' but nothing else
 415        # the token type doesn't matter
 416        "'": TokenType.QUOTE,
 417        "`": TokenType.IDENTIFIER,
 418        '"': TokenType.IDENTIFIER,
 419        "#": TokenType.HASH,
 420    }
 421
 422    QUOTES: t.List[t.Tuple[str, str] | str] = ["'"]
 423
 424    BIT_STRINGS: t.List[str | t.Tuple[str, str]] = []
 425
 426    HEX_STRINGS: t.List[str | t.Tuple[str, str]] = []
 427
 428    BYTE_STRINGS: t.List[str | t.Tuple[str, str]] = []
 429
 430    IDENTIFIERS: t.List[str | t.Tuple[str, str]] = ['"']
 431
 432    STRING_ESCAPES = ["'"]
 433
 434    _STRING_ESCAPES: t.Set[str] = set()
 435
 436    IDENTIFIER_ESCAPES = ['"']
 437
 438    _IDENTIFIER_ESCAPES: t.Set[str] = set()
 439
 440    KEYWORDS = {
 441        **{
 442            f"{key}{postfix}": TokenType.BLOCK_START
 443            for key in ("{%", "{#")
 444            for postfix in ("", "+", "-")
 445        },
 446        **{
 447            f"{prefix}{key}": TokenType.BLOCK_END
 448            for key in ("%}", "#}")
 449            for prefix in ("", "+", "-")
 450        },
 451        "{{+": TokenType.BLOCK_START,
 452        "{{-": TokenType.BLOCK_START,
 453        "+}}": TokenType.BLOCK_END,
 454        "-}}": TokenType.BLOCK_END,
 455        "/*+": TokenType.HINT,
 456        "==": TokenType.EQ,
 457        "::": TokenType.DCOLON,
 458        "||": TokenType.DPIPE,
 459        ">=": TokenType.GTE,
 460        "<=": TokenType.LTE,
 461        "<>": TokenType.NEQ,
 462        "!=": TokenType.NEQ,
 463        "<=>": TokenType.NULLSAFE_EQ,
 464        "->": TokenType.ARROW,
 465        "->>": TokenType.DARROW,
 466        "=>": TokenType.FARROW,
 467        "#>": TokenType.HASH_ARROW,
 468        "#>>": TokenType.DHASH_ARROW,
 469        "<->": TokenType.LR_ARROW,
 470        "ALL": TokenType.ALL,
 471        "ALWAYS": TokenType.ALWAYS,
 472        "AND": TokenType.AND,
 473        "ANTI": TokenType.ANTI,
 474        "ANY": TokenType.ANY,
 475        "ASC": TokenType.ASC,
 476        "AS": TokenType.ALIAS,
 477        "AT TIME ZONE": TokenType.AT_TIME_ZONE,
 478        "AUTOINCREMENT": TokenType.AUTO_INCREMENT,
 479        "AUTO_INCREMENT": TokenType.AUTO_INCREMENT,
 480        "BEGIN": TokenType.BEGIN,
 481        "BETWEEN": TokenType.BETWEEN,
 482        "BOTH": TokenType.BOTH,
 483        "BUCKET": TokenType.BUCKET,
 484        "BY DEFAULT": TokenType.BY_DEFAULT,
 485        "CACHE": TokenType.CACHE,
 486        "UNCACHE": TokenType.UNCACHE,
 487        "CASE": TokenType.CASE,
 488        "CASCADE": TokenType.CASCADE,
 489        "CHARACTER SET": TokenType.CHARACTER_SET,
 490        "CLUSTER BY": TokenType.CLUSTER_BY,
 491        "COLLATE": TokenType.COLLATE,
 492        "COLUMN": TokenType.COLUMN,
 493        "COMMIT": TokenType.COMMIT,
 494        "COMPOUND": TokenType.COMPOUND,
 495        "CONSTRAINT": TokenType.CONSTRAINT,
 496        "CREATE": TokenType.CREATE,
 497        "CROSS": TokenType.CROSS,
 498        "CUBE": TokenType.CUBE,
 499        "CURRENT_DATE": TokenType.CURRENT_DATE,
 500        "CURRENT ROW": TokenType.CURRENT_ROW,
 501        "CURRENT_TIMESTAMP": TokenType.CURRENT_TIMESTAMP,
 502        "DEFAULT": TokenType.DEFAULT,
 503        "DELETE": TokenType.DELETE,
 504        "DESC": TokenType.DESC,
 505        "DESCRIBE": TokenType.DESCRIBE,
 506        "DISTINCT": TokenType.DISTINCT,
 507        "DISTINCT FROM": TokenType.DISTINCT_FROM,
 508        "DISTRIBUTE BY": TokenType.DISTRIBUTE_BY,
 509        "DIV": TokenType.DIV,
 510        "DROP": TokenType.DROP,
 511        "ELSE": TokenType.ELSE,
 512        "END": TokenType.END,
 513        "ESCAPE": TokenType.ESCAPE,
 514        "EXCEPT": TokenType.EXCEPT,
 515        "EXECUTE": TokenType.EXECUTE,
 516        "EXISTS": TokenType.EXISTS,
 517        "FALSE": TokenType.FALSE,
 518        "FETCH": TokenType.FETCH,
 519        "FILTER": TokenType.FILTER,
 520        "FIRST": TokenType.FIRST,
 521        "FULL": TokenType.FULL,
 522        "FUNCTION": TokenType.FUNCTION,
 523        "FOLLOWING": TokenType.FOLLOWING,
 524        "FOR": TokenType.FOR,
 525        "FOREIGN KEY": TokenType.FOREIGN_KEY,
 526        "FORMAT": TokenType.FORMAT,
 527        "FROM": TokenType.FROM,
 528        "GLOB": TokenType.GLOB,
 529        "GROUP BY": TokenType.GROUP_BY,
 530        "GROUPING SETS": TokenType.GROUPING_SETS,
 531        "HAVING": TokenType.HAVING,
 532        "IF": TokenType.IF,
 533        "ILIKE": TokenType.ILIKE,
 534        "IGNORE NULLS": TokenType.IGNORE_NULLS,
 535        "IN": TokenType.IN,
 536        "INDEX": TokenType.INDEX,
 537        "INNER": TokenType.INNER,
 538        "INSERT": TokenType.INSERT,
 539        "INTERVAL": TokenType.INTERVAL,
 540        "INTERSECT": TokenType.INTERSECT,
 541        "INTO": TokenType.INTO,
 542        "IS": TokenType.IS,
 543        "ISNULL": TokenType.ISNULL,
 544        "JOIN": TokenType.JOIN,
 545        "LATERAL": TokenType.LATERAL,
 546        "LAZY": TokenType.LAZY,
 547        "LEADING": TokenType.LEADING,
 548        "LEFT": TokenType.LEFT,
 549        "LIKE": TokenType.LIKE,
 550        "LIMIT": TokenType.LIMIT,
 551        "LOAD DATA": TokenType.LOAD_DATA,
 552        "LOCAL": TokenType.LOCAL,
 553        "MATERIALIZED": TokenType.MATERIALIZED,
 554        "MERGE": TokenType.MERGE,
 555        "NATURAL": TokenType.NATURAL,
 556        "NEXT": TokenType.NEXT,
 557        "NO ACTION": TokenType.NO_ACTION,
 558        "NOT": TokenType.NOT,
 559        "NOTNULL": TokenType.NOTNULL,
 560        "NULL": TokenType.NULL,
 561        "NULLS FIRST": TokenType.NULLS_FIRST,
 562        "NULLS LAST": TokenType.NULLS_LAST,
 563        "OBJECT": TokenType.OBJECT,
 564        "OFFSET": TokenType.OFFSET,
 565        "ON": TokenType.ON,
 566        "ONLY": TokenType.ONLY,
 567        "OPTIONS": TokenType.OPTIONS,
 568        "OR": TokenType.OR,
 569        "ORDER BY": TokenType.ORDER_BY,
 570        "ORDINALITY": TokenType.ORDINALITY,
 571        "OUTER": TokenType.OUTER,
 572        "OUT OF": TokenType.OUT_OF,
 573        "OVER": TokenType.OVER,
 574        "OVERWRITE": TokenType.OVERWRITE,
 575        "PARTITION": TokenType.PARTITION,
 576        "PARTITION BY": TokenType.PARTITION_BY,
 577        "PARTITIONED BY": TokenType.PARTITION_BY,
 578        "PARTITIONED_BY": TokenType.PARTITION_BY,
 579        "PERCENT": TokenType.PERCENT,
 580        "PIVOT": TokenType.PIVOT,
 581        "PRECEDING": TokenType.PRECEDING,
 582        "PRIMARY KEY": TokenType.PRIMARY_KEY,
 583        "PROCEDURE": TokenType.PROCEDURE,
 584        "QUALIFY": TokenType.QUALIFY,
 585        "RANGE": TokenType.RANGE,
 586        "RECURSIVE": TokenType.RECURSIVE,
 587        "REGEXP": TokenType.RLIKE,
 588        "REPLACE": TokenType.REPLACE,
 589        "RESPECT NULLS": TokenType.RESPECT_NULLS,
 590        "REFERENCES": TokenType.REFERENCES,
 591        "RIGHT": TokenType.RIGHT,
 592        "RLIKE": TokenType.RLIKE,
 593        "ROLLBACK": TokenType.ROLLBACK,
 594        "ROLLUP": TokenType.ROLLUP,
 595        "ROW": TokenType.ROW,
 596        "ROWS": TokenType.ROWS,
 597        "SCHEMA": TokenType.SCHEMA,
 598        "SEED": TokenType.SEED,
 599        "SELECT": TokenType.SELECT,
 600        "SEMI": TokenType.SEMI,
 601        "SET": TokenType.SET,
 602        "SHOW": TokenType.SHOW,
 603        "SIMILAR TO": TokenType.SIMILAR_TO,
 604        "SOME": TokenType.SOME,
 605        "SORTKEY": TokenType.SORTKEY,
 606        "SORT BY": TokenType.SORT_BY,
 607        "TABLE": TokenType.TABLE,
 608        "TABLESAMPLE": TokenType.TABLE_SAMPLE,
 609        "TEMP": TokenType.TEMPORARY,
 610        "TEMPORARY": TokenType.TEMPORARY,
 611        "THEN": TokenType.THEN,
 612        "TRUE": TokenType.TRUE,
 613        "TRAILING": TokenType.TRAILING,
 614        "UNBOUNDED": TokenType.UNBOUNDED,
 615        "UNION": TokenType.UNION,
 616        "UNLOGGED": TokenType.UNLOGGED,
 617        "UNNEST": TokenType.UNNEST,
 618        "UNPIVOT": TokenType.UNPIVOT,
 619        "UPDATE": TokenType.UPDATE,
 620        "USE": TokenType.USE,
 621        "USING": TokenType.USING,
 622        "VALUES": TokenType.VALUES,
 623        "VIEW": TokenType.VIEW,
 624        "VOLATILE": TokenType.VOLATILE,
 625        "WHEN": TokenType.WHEN,
 626        "WHERE": TokenType.WHERE,
 627        "WINDOW": TokenType.WINDOW,
 628        "WITH": TokenType.WITH,
 629        "WITH TIME ZONE": TokenType.WITH_TIME_ZONE,
 630        "WITH LOCAL TIME ZONE": TokenType.WITH_LOCAL_TIME_ZONE,
 631        "WITHIN GROUP": TokenType.WITHIN_GROUP,
 632        "WITHOUT TIME ZONE": TokenType.WITHOUT_TIME_ZONE,
 633        "APPLY": TokenType.APPLY,
 634        "ARRAY": TokenType.ARRAY,
 635        "BOOL": TokenType.BOOLEAN,
 636        "BOOLEAN": TokenType.BOOLEAN,
 637        "BYTE": TokenType.TINYINT,
 638        "TINYINT": TokenType.TINYINT,
 639        "SHORT": TokenType.SMALLINT,
 640        "SMALLINT": TokenType.SMALLINT,
 641        "INT2": TokenType.SMALLINT,
 642        "INTEGER": TokenType.INT,
 643        "INT": TokenType.INT,
 644        "INT4": TokenType.INT,
 645        "LONG": TokenType.BIGINT,
 646        "BIGINT": TokenType.BIGINT,
 647        "INT8": TokenType.BIGINT,
 648        "DECIMAL": TokenType.DECIMAL,
 649        "MAP": TokenType.MAP,
 650        "NULLABLE": TokenType.NULLABLE,
 651        "NUMBER": TokenType.DECIMAL,
 652        "NUMERIC": TokenType.DECIMAL,
 653        "FIXED": TokenType.DECIMAL,
 654        "REAL": TokenType.FLOAT,
 655        "FLOAT": TokenType.FLOAT,
 656        "FLOAT4": TokenType.FLOAT,
 657        "FLOAT8": TokenType.DOUBLE,
 658        "DOUBLE": TokenType.DOUBLE,
 659        "DOUBLE PRECISION": TokenType.DOUBLE,
 660        "JSON": TokenType.JSON,
 661        "CHAR": TokenType.CHAR,
 662        "NCHAR": TokenType.NCHAR,
 663        "VARCHAR": TokenType.VARCHAR,
 664        "VARCHAR2": TokenType.VARCHAR,
 665        "NVARCHAR": TokenType.NVARCHAR,
 666        "NVARCHAR2": TokenType.NVARCHAR,
 667        "STR": TokenType.TEXT,
 668        "STRING": TokenType.TEXT,
 669        "TEXT": TokenType.TEXT,
 670        "CLOB": TokenType.TEXT,
 671        "LONGVARCHAR": TokenType.TEXT,
 672        "BINARY": TokenType.BINARY,
 673        "BLOB": TokenType.VARBINARY,
 674        "BYTEA": TokenType.VARBINARY,
 675        "VARBINARY": TokenType.VARBINARY,
 676        "TIME": TokenType.TIME,
 677        "TIMESTAMP": TokenType.TIMESTAMP,
 678        "TIMESTAMPTZ": TokenType.TIMESTAMPTZ,
 679        "TIMESTAMPLTZ": TokenType.TIMESTAMPLTZ,
 680        "DATE": TokenType.DATE,
 681        "DATETIME": TokenType.DATETIME,
 682        "UNIQUE": TokenType.UNIQUE,
 683        "STRUCT": TokenType.STRUCT,
 684        "VARIANT": TokenType.VARIANT,
 685        "ALTER": TokenType.ALTER,
 686        "ALTER AGGREGATE": TokenType.COMMAND,
 687        "ALTER DEFAULT": TokenType.COMMAND,
 688        "ALTER DOMAIN": TokenType.COMMAND,
 689        "ALTER ROLE": TokenType.COMMAND,
 690        "ALTER RULE": TokenType.COMMAND,
 691        "ALTER SEQUENCE": TokenType.COMMAND,
 692        "ALTER TYPE": TokenType.COMMAND,
 693        "ALTER USER": TokenType.COMMAND,
 694        "ALTER VIEW": TokenType.COMMAND,
 695        "ANALYZE": TokenType.COMMAND,
 696        "CALL": TokenType.COMMAND,
 697        "COPY": TokenType.COMMAND,
 698        "EXPLAIN": TokenType.COMMAND,
 699        "OPTIMIZE": TokenType.COMMAND,
 700        "PREPARE": TokenType.COMMAND,
 701        "TRUNCATE": TokenType.COMMAND,
 702        "VACUUM": TokenType.COMMAND,
 703    }
 704
 705    WHITE_SPACE = {
 706        " ": TokenType.SPACE,
 707        "\t": TokenType.SPACE,
 708        "\n": TokenType.BREAK,
 709        "\r": TokenType.BREAK,
 710        "\r\n": TokenType.BREAK,
 711    }
 712
 713    COMMANDS = {
 714        TokenType.COMMAND,
 715        TokenType.EXECUTE,
 716        TokenType.FETCH,
 717        TokenType.SET,
 718        TokenType.SHOW,
 719    }
 720
 721    COMMAND_PREFIX_TOKENS = {TokenType.SEMICOLON, TokenType.BEGIN}
 722
 723    # handle numeric literals like in hive (3L = BIGINT)
 724    NUMERIC_LITERALS: t.Dict[str, str] = {}
 725    ENCODE: t.Optional[str] = None
 726
 727    COMMENTS = ["--", ("/*", "*/")]
 728    KEYWORD_TRIE = None  # autofilled
 729
 730    IDENTIFIER_CAN_START_WITH_DIGIT = False
 731
 732    __slots__ = (
 733        "sql",
 734        "size",
 735        "tokens",
 736        "_start",
 737        "_current",
 738        "_line",
 739        "_col",
 740        "_comments",
 741        "_char",
 742        "_end",
 743        "_peek",
 744        "_prev_token_line",
 745        "_prev_token_comments",
 746        "_prev_token_type",
 747    )
 748
 749    def __init__(self) -> None:
 750        self.reset()
 751
 752    def reset(self) -> None:
 753        self.sql = ""
 754        self.size = 0
 755        self.tokens: t.List[Token] = []
 756        self._start = 0
 757        self._current = 0
 758        self._line = 1
 759        self._col = 1
 760        self._comments: t.List[str] = []
 761
 762        self._char = None
 763        self._end = None
 764        self._peek = None
 765        self._prev_token_line = -1
 766        self._prev_token_comments: t.List[str] = []
 767        self._prev_token_type = None
 768
 769    def tokenize(self, sql: str) -> t.List[Token]:
 770        """Returns a list of tokens corresponding to the SQL string `sql`."""
 771        self.reset()
 772        self.sql = sql
 773        self.size = len(sql)
 774        self._scan()
 775        return self.tokens
 776
 777    def _scan(self, until: t.Optional[t.Callable] = None) -> None:
 778        while self.size and not self._end:
 779            self._start = self._current
 780            self._advance()
 781
 782            if not self._char:
 783                break
 784
 785            white_space = self.WHITE_SPACE.get(self._char)  # type: ignore
 786            identifier_end = self._IDENTIFIERS.get(self._char)  # type: ignore
 787
 788            if white_space:
 789                if white_space == TokenType.BREAK:
 790                    self._col = 1
 791                    self._line += 1
 792            elif self._char.isdigit():  # type:ignore
 793                self._scan_number()
 794            elif identifier_end:
 795                self._scan_identifier(identifier_end)
 796            else:
 797                self._scan_keywords()
 798
 799            if until and until():
 800                break
 801
 802    def _chars(self, size: int) -> str:
 803        if size == 1:
 804            return self._char  # type: ignore
 805        start = self._current - 1
 806        end = start + size
 807        if end <= self.size:
 808            return self.sql[start:end]
 809        return ""
 810
 811    def _advance(self, i: int = 1) -> None:
 812        self._col += i
 813        self._current += i
 814        self._end = self._current >= self.size  # type: ignore
 815        self._char = self.sql[self._current - 1]  # type: ignore
 816        self._peek = self.sql[self._current] if self._current < self.size else ""  # type: ignore
 817
 818    @property
 819    def _text(self) -> str:
 820        return self.sql[self._start : self._current]
 821
 822    def _add(self, token_type: TokenType, text: t.Optional[str] = None) -> None:
 823        self._prev_token_line = self._line
 824        self._prev_token_comments = self._comments
 825        self._prev_token_type = token_type  # type: ignore
 826        self.tokens.append(
 827            Token(
 828                token_type,
 829                self._text if text is None else text,
 830                self._line,
 831                self._col,
 832                self._comments,
 833            )
 834        )
 835        self._comments = []
 836
 837        # If we have either a semicolon or a begin token before the command's token, we'll parse
 838        # whatever follows the command's token as a string
 839        if token_type in self.COMMANDS and (
 840            len(self.tokens) == 1 or self.tokens[-2].token_type in self.COMMAND_PREFIX_TOKENS
 841        ):
 842            start = self._current
 843            tokens = len(self.tokens)
 844            self._scan(lambda: self._peek == ";")
 845            self.tokens = self.tokens[:tokens]
 846            text = self.sql[start : self._current].strip()
 847            if text:
 848                self._add(TokenType.STRING, text)
 849
 850    def _scan_keywords(self) -> None:
 851        size = 0
 852        word = None
 853        chars: t.Optional[str] = self._text
 854        char = chars
 855        prev_space = False
 856        skip = False
 857        trie = self.KEYWORD_TRIE
 858
 859        while chars:
 860            if skip:
 861                result = 1
 862            else:
 863                result, trie = in_trie(trie, char.upper())  # type: ignore
 864
 865            if result == 0:
 866                break
 867            if result == 2:
 868                word = chars
 869            size += 1
 870            end = self._current - 1 + size
 871
 872            if end < self.size:
 873                char = self.sql[end]
 874                is_space = char in self.WHITE_SPACE
 875
 876                if not is_space or not prev_space:
 877                    if is_space:
 878                        char = " "
 879                    chars += char
 880                    prev_space = is_space
 881                    skip = False
 882                else:
 883                    skip = True
 884            else:
 885                chars = None
 886
 887        if not word:
 888            if self._char in self.SINGLE_TOKENS:
 889                self._add(self.SINGLE_TOKENS[self._char])  # type: ignore
 890                return
 891            self._scan_var()
 892            return
 893
 894        if self._scan_string(word):
 895            return
 896        if self._scan_formatted_string(word):
 897            return
 898        if self._scan_comment(word):
 899            return
 900
 901        self._advance(size - 1)
 902        self._add(self.KEYWORDS[word.upper()])
 903
 904    def _scan_comment(self, comment_start: str) -> bool:
 905        if comment_start not in self._COMMENTS:  # type: ignore
 906            return False
 907
 908        comment_start_line = self._line
 909        comment_start_size = len(comment_start)
 910        comment_end = self._COMMENTS[comment_start]  # type: ignore
 911
 912        if comment_end:
 913            comment_end_size = len(comment_end)
 914
 915            while not self._end and self._chars(comment_end_size) != comment_end:
 916                self._advance()
 917
 918            self._comments.append(self._text[comment_start_size : -comment_end_size + 1])  # type: ignore
 919            self._advance(comment_end_size - 1)
 920        else:
 921            while not self._end and self.WHITE_SPACE.get(self._peek) != TokenType.BREAK:  # type: ignore
 922                self._advance()
 923            self._comments.append(self._text[comment_start_size:])  # type: ignore
 924
 925        # Leading comment is attached to the succeeding token, whilst trailing comment to the preceding.
 926        # Multiple consecutive comments are preserved by appending them to the current comments list.
 927        if comment_start_line == self._prev_token_line:
 928            self.tokens[-1].comments.extend(self._comments)
 929            self._comments = []
 930
 931        return True
 932
 933    def _scan_number(self) -> None:
 934        if self._char == "0":
 935            peek = self._peek.upper()  # type: ignore
 936            if peek == "B":
 937                return self._scan_bits()
 938            elif peek == "X":
 939                return self._scan_hex()
 940
 941        decimal = False
 942        scientific = 0
 943
 944        while True:
 945            if self._peek.isdigit():  # type: ignore
 946                self._advance()
 947            elif self._peek == "." and not decimal:
 948                decimal = True
 949                self._advance()
 950            elif self._peek in ("-", "+") and scientific == 1:
 951                scientific += 1
 952                self._advance()
 953            elif self._peek.upper() == "E" and not scientific:  # type: ignore
 954                scientific += 1
 955                self._advance()
 956            elif self._peek.isidentifier():  # type: ignore
 957                number_text = self._text
 958                literal = []
 959
 960                while self._peek.strip() and self._peek not in self.SINGLE_TOKENS:  # type: ignore
 961                    literal.append(self._peek.upper())  # type: ignore
 962                    self._advance()
 963
 964                literal = "".join(literal)  # type: ignore
 965                token_type = self.KEYWORDS.get(self.NUMERIC_LITERALS.get(literal))  # type: ignore
 966
 967                if token_type:
 968                    self._add(TokenType.NUMBER, number_text)
 969                    self._add(TokenType.DCOLON, "::")
 970                    return self._add(token_type, literal)  # type: ignore
 971                elif self.IDENTIFIER_CAN_START_WITH_DIGIT:
 972                    return self._add(TokenType.VAR)
 973
 974                self._add(TokenType.NUMBER, number_text)
 975                return self._advance(-len(literal))
 976            else:
 977                return self._add(TokenType.NUMBER)
 978
 979    def _scan_bits(self) -> None:
 980        self._advance()
 981        value = self._extract_value()
 982        try:
 983            self._add(TokenType.BIT_STRING, f"{int(value, 2)}")
 984        except ValueError:
 985            self._add(TokenType.IDENTIFIER)
 986
 987    def _scan_hex(self) -> None:
 988        self._advance()
 989        value = self._extract_value()
 990        try:
 991            self._add(TokenType.HEX_STRING, f"{int(value, 16)}")
 992        except ValueError:
 993            self._add(TokenType.IDENTIFIER)
 994
 995    def _extract_value(self) -> str:
 996        while True:
 997            char = self._peek.strip()  # type: ignore
 998            if char and char not in self.SINGLE_TOKENS:
 999                self._advance()
1000            else:
1001                break
1002
1003        return self._text
1004
1005    def _scan_string(self, quote: str) -> bool:
1006        quote_end = self._QUOTES.get(quote)  # type: ignore
1007        if quote_end is None:
1008            return False
1009
1010        self._advance(len(quote))
1011        text = self._extract_string(quote_end)
1012        text = text.encode(self.ENCODE).decode(self.ENCODE) if self.ENCODE else text  # type: ignore
1013        self._add(TokenType.NATIONAL if quote[0].upper() == "N" else TokenType.STRING, text)
1014        return True
1015
1016    # X'1234, b'0110', E'\\\\\' etc.
1017    def _scan_formatted_string(self, string_start: str) -> bool:
1018        if string_start in self._HEX_STRINGS:  # type: ignore
1019            delimiters = self._HEX_STRINGS  # type: ignore
1020            token_type = TokenType.HEX_STRING
1021            base = 16
1022        elif string_start in self._BIT_STRINGS:  # type: ignore
1023            delimiters = self._BIT_STRINGS  # type: ignore
1024            token_type = TokenType.BIT_STRING
1025            base = 2
1026        elif string_start in self._BYTE_STRINGS:  # type: ignore
1027            delimiters = self._BYTE_STRINGS  # type: ignore
1028            token_type = TokenType.BYTE_STRING
1029            base = None
1030        else:
1031            return False
1032
1033        self._advance(len(string_start))
1034        string_end = delimiters.get(string_start)
1035        text = self._extract_string(string_end)
1036
1037        if base is None:
1038            self._add(token_type, text)
1039        else:
1040            try:
1041                self._add(token_type, f"{int(text, base)}")
1042            except:
1043                raise RuntimeError(
1044                    f"Numeric string contains invalid characters from {self._line}:{self._start}"
1045                )
1046
1047        return True
1048
1049    def _scan_identifier(self, identifier_end: str) -> None:
1050        text = ""
1051        identifier_end_is_escape = identifier_end in self._IDENTIFIER_ESCAPES
1052
1053        while True:
1054            if self._end:
1055                raise RuntimeError(f"Missing {identifier_end} from {self._line}:{self._start}")
1056
1057            self._advance()
1058            if self._char == identifier_end:
1059                if identifier_end_is_escape and self._peek == identifier_end:
1060                    text += identifier_end  # type: ignore
1061                    self._advance()
1062                    continue
1063
1064                break
1065
1066            text += self._char  # type: ignore
1067
1068        self._add(TokenType.IDENTIFIER, text)
1069
1070    def _scan_var(self) -> None:
1071        while True:
1072            char = self._peek.strip()  # type: ignore
1073            if char and char not in self.SINGLE_TOKENS:
1074                self._advance()
1075            else:
1076                break
1077        self._add(
1078            TokenType.VAR
1079            if self._prev_token_type == TokenType.PARAMETER
1080            else self.KEYWORDS.get(self._text.upper(), TokenType.VAR)
1081        )
1082
1083    def _extract_string(self, delimiter: str) -> str:
1084        text = ""
1085        delim_size = len(delimiter)
1086
1087        while True:
1088            if self._char in self._STRING_ESCAPES and (
1089                self._peek == delimiter or self._peek in self._STRING_ESCAPES
1090            ):
1091                if self._peek == delimiter:
1092                    text += self._peek  # type: ignore
1093                else:
1094                    text += self._char + self._peek  # type: ignore
1095
1096                if self._current + 1 < self.size:
1097                    self._advance(2)
1098                else:
1099                    raise RuntimeError(f"Missing {delimiter} from {self._line}:{self._current}")
1100            else:
1101                if self._chars(delim_size) == delimiter:
1102                    if delim_size > 1:
1103                        self._advance(delim_size - 1)
1104                    break
1105
1106                if self._end:
1107                    raise RuntimeError(f"Missing {delimiter} from {self._line}:{self._start}")
1108                text += self._char  # type: ignore
1109                self._advance()
1110
1111        return text
Tokenizer()
749    def __init__(self) -> None:
750        self.reset()
def reset(self) -> None:
752    def reset(self) -> None:
753        self.sql = ""
754        self.size = 0
755        self.tokens: t.List[Token] = []
756        self._start = 0
757        self._current = 0
758        self._line = 1
759        self._col = 1
760        self._comments: t.List[str] = []
761
762        self._char = None
763        self._end = None
764        self._peek = None
765        self._prev_token_line = -1
766        self._prev_token_comments: t.List[str] = []
767        self._prev_token_type = None
def tokenize(self, sql: str) -> List[sqlglot.tokens.Token]:
769    def tokenize(self, sql: str) -> t.List[Token]:
770        """Returns a list of tokens corresponding to the SQL string `sql`."""
771        self.reset()
772        self.sql = sql
773        self.size = len(sql)
774        self._scan()
775        return self.tokens

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