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sqlglot.dialects.bigquery

  1from __future__ import annotations
  2
  3import logging
  4import re
  5import typing as t
  6
  7from sqlglot import exp, generator, parser, tokens, transforms
  8from sqlglot.dialects.dialect import (
  9    Dialect,
 10    NormalizationStrategy,
 11    arg_max_or_min_no_count,
 12    binary_from_function,
 13    date_add_interval_sql,
 14    datestrtodate_sql,
 15    build_formatted_time,
 16    filter_array_using_unnest,
 17    if_sql,
 18    inline_array_unless_query,
 19    max_or_greatest,
 20    min_or_least,
 21    no_ilike_sql,
 22    build_date_delta_with_interval,
 23    regexp_replace_sql,
 24    rename_func,
 25    timestrtotime_sql,
 26    ts_or_ds_add_cast,
 27    unit_to_var,
 28)
 29from sqlglot.helper import seq_get, split_num_words
 30from sqlglot.tokens import TokenType
 31
 32if t.TYPE_CHECKING:
 33    from sqlglot._typing import E, Lit
 34
 35logger = logging.getLogger("sqlglot")
 36
 37
 38def _derived_table_values_to_unnest(self: BigQuery.Generator, expression: exp.Values) -> str:
 39    if not expression.find_ancestor(exp.From, exp.Join):
 40        return self.values_sql(expression)
 41
 42    structs = []
 43    alias = expression.args.get("alias")
 44    for tup in expression.find_all(exp.Tuple):
 45        field_aliases = (
 46            alias.columns
 47            if alias and alias.columns
 48            else (f"_c{i}" for i in range(len(tup.expressions)))
 49        )
 50        expressions = [
 51            exp.PropertyEQ(this=exp.to_identifier(name), expression=fld)
 52            for name, fld in zip(field_aliases, tup.expressions)
 53        ]
 54        structs.append(exp.Struct(expressions=expressions))
 55
 56    # Due to `UNNEST_COLUMN_ONLY`, it is expected that the table alias be contained in the columns expression
 57    alias_name_only = exp.TableAlias(columns=[alias.this]) if alias else None
 58    return self.unnest_sql(
 59        exp.Unnest(expressions=[exp.array(*structs, copy=False)], alias=alias_name_only)
 60    )
 61
 62
 63def _returnsproperty_sql(self: BigQuery.Generator, expression: exp.ReturnsProperty) -> str:
 64    this = expression.this
 65    if isinstance(this, exp.Schema):
 66        this = f"{self.sql(this, 'this')} <{self.expressions(this)}>"
 67    else:
 68        this = self.sql(this)
 69    return f"RETURNS {this}"
 70
 71
 72def _create_sql(self: BigQuery.Generator, expression: exp.Create) -> str:
 73    returns = expression.find(exp.ReturnsProperty)
 74    if expression.kind == "FUNCTION" and returns and returns.args.get("is_table"):
 75        expression.set("kind", "TABLE FUNCTION")
 76
 77        if isinstance(expression.expression, (exp.Subquery, exp.Literal)):
 78            expression.set("expression", expression.expression.this)
 79
 80    return self.create_sql(expression)
 81
 82
 83# https://issuetracker.google.com/issues/162294746
 84# workaround for bigquery bug when grouping by an expression and then ordering
 85# WITH x AS (SELECT 1 y)
 86# SELECT y + 1 z
 87# FROM x
 88# GROUP BY x + 1
 89# ORDER by z
 90def _alias_ordered_group(expression: exp.Expression) -> exp.Expression:
 91    if isinstance(expression, exp.Select):
 92        group = expression.args.get("group")
 93        order = expression.args.get("order")
 94
 95        if group and order:
 96            aliases = {
 97                select.this: select.args["alias"]
 98                for select in expression.selects
 99                if isinstance(select, exp.Alias)
100            }
101
102            for grouped in group.expressions:
103                if grouped.is_int:
104                    continue
105                alias = aliases.get(grouped)
106                if alias:
107                    grouped.replace(exp.column(alias))
108
109    return expression
110
111
112def _pushdown_cte_column_names(expression: exp.Expression) -> exp.Expression:
113    """BigQuery doesn't allow column names when defining a CTE, so we try to push them down."""
114    if isinstance(expression, exp.CTE) and expression.alias_column_names:
115        cte_query = expression.this
116
117        if cte_query.is_star:
118            logger.warning(
119                "Can't push down CTE column names for star queries. Run the query through"
120                " the optimizer or use 'qualify' to expand the star projections first."
121            )
122            return expression
123
124        column_names = expression.alias_column_names
125        expression.args["alias"].set("columns", None)
126
127        for name, select in zip(column_names, cte_query.selects):
128            to_replace = select
129
130            if isinstance(select, exp.Alias):
131                select = select.this
132
133            # Inner aliases are shadowed by the CTE column names
134            to_replace.replace(exp.alias_(select, name))
135
136    return expression
137
138
139def _build_parse_timestamp(args: t.List) -> exp.StrToTime:
140    this = build_formatted_time(exp.StrToTime, "bigquery")([seq_get(args, 1), seq_get(args, 0)])
141    this.set("zone", seq_get(args, 2))
142    return this
143
144
145def _build_timestamp(args: t.List) -> exp.Timestamp:
146    timestamp = exp.Timestamp.from_arg_list(args)
147    timestamp.set("with_tz", True)
148    return timestamp
149
150
151def _build_date(args: t.List) -> exp.Date | exp.DateFromParts:
152    expr_type = exp.DateFromParts if len(args) == 3 else exp.Date
153    return expr_type.from_arg_list(args)
154
155
156def _build_to_hex(args: t.List) -> exp.Hex | exp.MD5:
157    # TO_HEX(MD5(..)) is common in BigQuery, so it's parsed into MD5 to simplify its transpilation
158    arg = seq_get(args, 0)
159    return exp.MD5(this=arg.this) if isinstance(arg, exp.MD5Digest) else exp.LowerHex(this=arg)
160
161
162def _array_contains_sql(self: BigQuery.Generator, expression: exp.ArrayContains) -> str:
163    return self.sql(
164        exp.Exists(
165            this=exp.select("1")
166            .from_(exp.Unnest(expressions=[expression.left]).as_("_unnest", table=["_col"]))
167            .where(exp.column("_col").eq(expression.right))
168        )
169    )
170
171
172def _ts_or_ds_add_sql(self: BigQuery.Generator, expression: exp.TsOrDsAdd) -> str:
173    return date_add_interval_sql("DATE", "ADD")(self, ts_or_ds_add_cast(expression))
174
175
176def _ts_or_ds_diff_sql(self: BigQuery.Generator, expression: exp.TsOrDsDiff) -> str:
177    expression.this.replace(exp.cast(expression.this, exp.DataType.Type.TIMESTAMP))
178    expression.expression.replace(exp.cast(expression.expression, exp.DataType.Type.TIMESTAMP))
179    unit = unit_to_var(expression)
180    return self.func("DATE_DIFF", expression.this, expression.expression, unit)
181
182
183def _unix_to_time_sql(self: BigQuery.Generator, expression: exp.UnixToTime) -> str:
184    scale = expression.args.get("scale")
185    timestamp = expression.this
186
187    if scale in (None, exp.UnixToTime.SECONDS):
188        return self.func("TIMESTAMP_SECONDS", timestamp)
189    if scale == exp.UnixToTime.MILLIS:
190        return self.func("TIMESTAMP_MILLIS", timestamp)
191    if scale == exp.UnixToTime.MICROS:
192        return self.func("TIMESTAMP_MICROS", timestamp)
193
194    unix_seconds = exp.cast(
195        exp.Div(this=timestamp, expression=exp.func("POW", 10, scale)), exp.DataType.Type.BIGINT
196    )
197    return self.func("TIMESTAMP_SECONDS", unix_seconds)
198
199
200def _build_time(args: t.List) -> exp.Func:
201    if len(args) == 1:
202        return exp.TsOrDsToTime(this=args[0])
203    if len(args) == 3:
204        return exp.TimeFromParts.from_arg_list(args)
205
206    return exp.Anonymous(this="TIME", expressions=args)
207
208
209class BigQuery(Dialect):
210    WEEK_OFFSET = -1
211    UNNEST_COLUMN_ONLY = True
212    SUPPORTS_USER_DEFINED_TYPES = False
213    SUPPORTS_SEMI_ANTI_JOIN = False
214    LOG_BASE_FIRST = False
215    HEX_LOWERCASE = True
216
217    # https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#case_sensitivity
218    NORMALIZATION_STRATEGY = NormalizationStrategy.CASE_INSENSITIVE
219
220    # bigquery udfs are case sensitive
221    NORMALIZE_FUNCTIONS = False
222
223    # https://cloud.google.com/bigquery/docs/reference/standard-sql/format-elements#format_elements_date_time
224    TIME_MAPPING = {
225        "%D": "%m/%d/%y",
226        "%E6S": "%S.%f",
227    }
228
229    FORMAT_MAPPING = {
230        "DD": "%d",
231        "MM": "%m",
232        "MON": "%b",
233        "MONTH": "%B",
234        "YYYY": "%Y",
235        "YY": "%y",
236        "HH": "%I",
237        "HH12": "%I",
238        "HH24": "%H",
239        "MI": "%M",
240        "SS": "%S",
241        "SSSSS": "%f",
242        "TZH": "%z",
243    }
244
245    # The _PARTITIONTIME and _PARTITIONDATE pseudo-columns are not returned by a SELECT * statement
246    # https://cloud.google.com/bigquery/docs/querying-partitioned-tables#query_an_ingestion-time_partitioned_table
247    PSEUDOCOLUMNS = {"_PARTITIONTIME", "_PARTITIONDATE"}
248
249    def normalize_identifier(self, expression: E) -> E:
250        if isinstance(expression, exp.Identifier):
251            parent = expression.parent
252            while isinstance(parent, exp.Dot):
253                parent = parent.parent
254
255            # In BigQuery, CTEs are case-insensitive, but UDF and table names are case-sensitive
256            # by default. The following check uses a heuristic to detect tables based on whether
257            # they are qualified. This should generally be correct, because tables in BigQuery
258            # must be qualified with at least a dataset, unless @@dataset_id is set.
259            case_sensitive = (
260                isinstance(parent, exp.UserDefinedFunction)
261                or (
262                    isinstance(parent, exp.Table)
263                    and parent.db
264                    and (parent.meta.get("quoted_table") or not parent.meta.get("maybe_column"))
265                )
266                or expression.meta.get("is_table")
267            )
268            if not case_sensitive:
269                expression.set("this", expression.this.lower())
270
271        return expression
272
273    class Tokenizer(tokens.Tokenizer):
274        QUOTES = ["'", '"', '"""', "'''"]
275        COMMENTS = ["--", "#", ("/*", "*/")]
276        IDENTIFIERS = ["`"]
277        STRING_ESCAPES = ["\\"]
278
279        HEX_STRINGS = [("0x", ""), ("0X", "")]
280
281        BYTE_STRINGS = [
282            (prefix + q, q) for q in t.cast(t.List[str], QUOTES) for prefix in ("b", "B")
283        ]
284
285        RAW_STRINGS = [
286            (prefix + q, q) for q in t.cast(t.List[str], QUOTES) for prefix in ("r", "R")
287        ]
288
289        KEYWORDS = {
290            **tokens.Tokenizer.KEYWORDS,
291            "ANY TYPE": TokenType.VARIANT,
292            "BEGIN": TokenType.COMMAND,
293            "BEGIN TRANSACTION": TokenType.BEGIN,
294            "BYTES": TokenType.BINARY,
295            "CURRENT_DATETIME": TokenType.CURRENT_DATETIME,
296            "DATETIME": TokenType.TIMESTAMP,
297            "DECLARE": TokenType.COMMAND,
298            "ELSEIF": TokenType.COMMAND,
299            "EXCEPTION": TokenType.COMMAND,
300            "FLOAT64": TokenType.DOUBLE,
301            "FOR SYSTEM_TIME": TokenType.TIMESTAMP_SNAPSHOT,
302            "MODEL": TokenType.MODEL,
303            "NOT DETERMINISTIC": TokenType.VOLATILE,
304            "RECORD": TokenType.STRUCT,
305            "TIMESTAMP": TokenType.TIMESTAMPTZ,
306        }
307        KEYWORDS.pop("DIV")
308        KEYWORDS.pop("VALUES")
309
310    class Parser(parser.Parser):
311        PREFIXED_PIVOT_COLUMNS = True
312        LOG_DEFAULTS_TO_LN = True
313        SUPPORTS_IMPLICIT_UNNEST = True
314
315        FUNCTIONS = {
316            **parser.Parser.FUNCTIONS,
317            "DATE": _build_date,
318            "DATE_ADD": build_date_delta_with_interval(exp.DateAdd),
319            "DATE_SUB": build_date_delta_with_interval(exp.DateSub),
320            "DATE_TRUNC": lambda args: exp.DateTrunc(
321                unit=exp.Literal.string(str(seq_get(args, 1))),
322                this=seq_get(args, 0),
323            ),
324            "DATETIME_ADD": build_date_delta_with_interval(exp.DatetimeAdd),
325            "DATETIME_SUB": build_date_delta_with_interval(exp.DatetimeSub),
326            "DIV": binary_from_function(exp.IntDiv),
327            "FORMAT_DATE": lambda args: exp.TimeToStr(
328                this=exp.TsOrDsToDate(this=seq_get(args, 1)), format=seq_get(args, 0)
329            ),
330            "GENERATE_ARRAY": exp.GenerateSeries.from_arg_list,
331            "JSON_EXTRACT_SCALAR": lambda args: exp.JSONExtractScalar(
332                this=seq_get(args, 0), expression=seq_get(args, 1) or exp.Literal.string("$")
333            ),
334            "MD5": exp.MD5Digest.from_arg_list,
335            "TO_HEX": _build_to_hex,
336            "PARSE_DATE": lambda args: build_formatted_time(exp.StrToDate, "bigquery")(
337                [seq_get(args, 1), seq_get(args, 0)]
338            ),
339            "PARSE_TIMESTAMP": _build_parse_timestamp,
340            "REGEXP_CONTAINS": exp.RegexpLike.from_arg_list,
341            "REGEXP_EXTRACT": lambda args: exp.RegexpExtract(
342                this=seq_get(args, 0),
343                expression=seq_get(args, 1),
344                position=seq_get(args, 2),
345                occurrence=seq_get(args, 3),
346                group=exp.Literal.number(1) if re.compile(args[1].name).groups == 1 else None,
347            ),
348            "SHA256": lambda args: exp.SHA2(this=seq_get(args, 0), length=exp.Literal.number(256)),
349            "SHA512": lambda args: exp.SHA2(this=seq_get(args, 0), length=exp.Literal.number(512)),
350            "SPLIT": lambda args: exp.Split(
351                # https://cloud.google.com/bigquery/docs/reference/standard-sql/string_functions#split
352                this=seq_get(args, 0),
353                expression=seq_get(args, 1) or exp.Literal.string(","),
354            ),
355            "TIME": _build_time,
356            "TIME_ADD": build_date_delta_with_interval(exp.TimeAdd),
357            "TIME_SUB": build_date_delta_with_interval(exp.TimeSub),
358            "TIMESTAMP": _build_timestamp,
359            "TIMESTAMP_ADD": build_date_delta_with_interval(exp.TimestampAdd),
360            "TIMESTAMP_SUB": build_date_delta_with_interval(exp.TimestampSub),
361            "TIMESTAMP_MICROS": lambda args: exp.UnixToTime(
362                this=seq_get(args, 0), scale=exp.UnixToTime.MICROS
363            ),
364            "TIMESTAMP_MILLIS": lambda args: exp.UnixToTime(
365                this=seq_get(args, 0), scale=exp.UnixToTime.MILLIS
366            ),
367            "TIMESTAMP_SECONDS": lambda args: exp.UnixToTime(this=seq_get(args, 0)),
368            "TO_JSON_STRING": exp.JSONFormat.from_arg_list,
369        }
370
371        FUNCTION_PARSERS = {
372            **parser.Parser.FUNCTION_PARSERS,
373            "ARRAY": lambda self: self.expression(exp.Array, expressions=[self._parse_statement()]),
374        }
375        FUNCTION_PARSERS.pop("TRIM")
376
377        NO_PAREN_FUNCTIONS = {
378            **parser.Parser.NO_PAREN_FUNCTIONS,
379            TokenType.CURRENT_DATETIME: exp.CurrentDatetime,
380        }
381
382        NESTED_TYPE_TOKENS = {
383            *parser.Parser.NESTED_TYPE_TOKENS,
384            TokenType.TABLE,
385        }
386
387        PROPERTY_PARSERS = {
388            **parser.Parser.PROPERTY_PARSERS,
389            "NOT DETERMINISTIC": lambda self: self.expression(
390                exp.StabilityProperty, this=exp.Literal.string("VOLATILE")
391            ),
392            "OPTIONS": lambda self: self._parse_with_property(),
393        }
394
395        CONSTRAINT_PARSERS = {
396            **parser.Parser.CONSTRAINT_PARSERS,
397            "OPTIONS": lambda self: exp.Properties(expressions=self._parse_with_property()),
398        }
399
400        RANGE_PARSERS = parser.Parser.RANGE_PARSERS.copy()
401        RANGE_PARSERS.pop(TokenType.OVERLAPS)
402
403        NULL_TOKENS = {TokenType.NULL, TokenType.UNKNOWN}
404
405        STATEMENT_PARSERS = {
406            **parser.Parser.STATEMENT_PARSERS,
407            TokenType.ELSE: lambda self: self._parse_as_command(self._prev),
408            TokenType.END: lambda self: self._parse_as_command(self._prev),
409            TokenType.FOR: lambda self: self._parse_for_in(),
410        }
411
412        BRACKET_OFFSETS = {
413            "OFFSET": (0, False),
414            "ORDINAL": (1, False),
415            "SAFE_OFFSET": (0, True),
416            "SAFE_ORDINAL": (1, True),
417        }
418
419        def _parse_for_in(self) -> exp.ForIn:
420            this = self._parse_range()
421            self._match_text_seq("DO")
422            return self.expression(exp.ForIn, this=this, expression=self._parse_statement())
423
424        def _parse_table_part(self, schema: bool = False) -> t.Optional[exp.Expression]:
425            this = super()._parse_table_part(schema=schema) or self._parse_number()
426
427            # https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#table_names
428            if isinstance(this, exp.Identifier):
429                table_name = this.name
430                while self._match(TokenType.DASH, advance=False) and self._next:
431                    text = ""
432                    while self._curr and self._curr.token_type != TokenType.DOT:
433                        self._advance()
434                        text += self._prev.text
435                    table_name += text
436
437                this = exp.Identifier(this=table_name, quoted=this.args.get("quoted"))
438            elif isinstance(this, exp.Literal):
439                table_name = this.name
440
441                if self._is_connected() and self._parse_var(any_token=True):
442                    table_name += self._prev.text
443
444                this = exp.Identifier(this=table_name, quoted=True)
445
446            return this
447
448        def _parse_table_parts(
449            self, schema: bool = False, is_db_reference: bool = False, wildcard: bool = False
450        ) -> exp.Table:
451            table = super()._parse_table_parts(
452                schema=schema, is_db_reference=is_db_reference, wildcard=True
453            )
454
455            # proj-1.db.tbl -- `1.` is tokenized as a float so we need to unravel it here
456            if not table.catalog:
457                if table.db:
458                    parts = table.db.split(".")
459                    if len(parts) == 2 and not table.args["db"].quoted:
460                        table.set("catalog", exp.Identifier(this=parts[0]))
461                        table.set("db", exp.Identifier(this=parts[1]))
462                else:
463                    parts = table.name.split(".")
464                    if len(parts) == 2 and not table.this.quoted:
465                        table.set("db", exp.Identifier(this=parts[0]))
466                        table.set("this", exp.Identifier(this=parts[1]))
467
468            if any("." in p.name for p in table.parts):
469                catalog, db, this, *rest = (
470                    exp.to_identifier(p, quoted=True)
471                    for p in split_num_words(".".join(p.name for p in table.parts), ".", 3)
472                )
473
474                if rest and this:
475                    this = exp.Dot.build([this, *rest])  # type: ignore
476
477                table = exp.Table(
478                    this=this, db=db, catalog=catalog, pivots=table.args.get("pivots")
479                )
480                table.meta["quoted_table"] = True
481
482            return table
483
484        def _parse_column(self) -> t.Optional[exp.Expression]:
485            column = super()._parse_column()
486            if isinstance(column, exp.Column):
487                parts = column.parts
488                if any("." in p.name for p in parts):
489                    catalog, db, table, this, *rest = (
490                        exp.to_identifier(p, quoted=True)
491                        for p in split_num_words(".".join(p.name for p in parts), ".", 4)
492                    )
493
494                    if rest and this:
495                        this = exp.Dot.build([this, *rest])  # type: ignore
496
497                    column = exp.Column(this=this, table=table, db=db, catalog=catalog)
498                    column.meta["quoted_column"] = True
499
500            return column
501
502        @t.overload
503        def _parse_json_object(self, agg: Lit[False]) -> exp.JSONObject: ...
504
505        @t.overload
506        def _parse_json_object(self, agg: Lit[True]) -> exp.JSONObjectAgg: ...
507
508        def _parse_json_object(self, agg=False):
509            json_object = super()._parse_json_object()
510            array_kv_pair = seq_get(json_object.expressions, 0)
511
512            # Converts BQ's "signature 2" of JSON_OBJECT into SQLGlot's canonical representation
513            # https://cloud.google.com/bigquery/docs/reference/standard-sql/json_functions#json_object_signature2
514            if (
515                array_kv_pair
516                and isinstance(array_kv_pair.this, exp.Array)
517                and isinstance(array_kv_pair.expression, exp.Array)
518            ):
519                keys = array_kv_pair.this.expressions
520                values = array_kv_pair.expression.expressions
521
522                json_object.set(
523                    "expressions",
524                    [exp.JSONKeyValue(this=k, expression=v) for k, v in zip(keys, values)],
525                )
526
527            return json_object
528
529        def _parse_bracket(
530            self, this: t.Optional[exp.Expression] = None
531        ) -> t.Optional[exp.Expression]:
532            bracket = super()._parse_bracket(this)
533
534            if this is bracket:
535                return bracket
536
537            if isinstance(bracket, exp.Bracket):
538                for expression in bracket.expressions:
539                    name = expression.name.upper()
540
541                    if name not in self.BRACKET_OFFSETS:
542                        break
543
544                    offset, safe = self.BRACKET_OFFSETS[name]
545                    bracket.set("offset", offset)
546                    bracket.set("safe", safe)
547                    expression.replace(expression.expressions[0])
548
549            return bracket
550
551    class Generator(generator.Generator):
552        EXPLICIT_UNION = True
553        INTERVAL_ALLOWS_PLURAL_FORM = False
554        JOIN_HINTS = False
555        QUERY_HINTS = False
556        TABLE_HINTS = False
557        LIMIT_FETCH = "LIMIT"
558        RENAME_TABLE_WITH_DB = False
559        NVL2_SUPPORTED = False
560        UNNEST_WITH_ORDINALITY = False
561        COLLATE_IS_FUNC = True
562        LIMIT_ONLY_LITERALS = True
563        SUPPORTS_TABLE_ALIAS_COLUMNS = False
564        UNPIVOT_ALIASES_ARE_IDENTIFIERS = False
565        JSON_KEY_VALUE_PAIR_SEP = ","
566        NULL_ORDERING_SUPPORTED = False
567        IGNORE_NULLS_IN_FUNC = True
568        JSON_PATH_SINGLE_QUOTE_ESCAPE = True
569        CAN_IMPLEMENT_ARRAY_ANY = True
570        SUPPORTS_TO_NUMBER = False
571        NAMED_PLACEHOLDER_TOKEN = "@"
572        HEX_FUNC = "TO_HEX"
573        WITH_PROPERTIES_PREFIX = "OPTIONS"
574
575        TRANSFORMS = {
576            **generator.Generator.TRANSFORMS,
577            exp.ApproxDistinct: rename_func("APPROX_COUNT_DISTINCT"),
578            exp.ArgMax: arg_max_or_min_no_count("MAX_BY"),
579            exp.ArgMin: arg_max_or_min_no_count("MIN_BY"),
580            exp.Array: inline_array_unless_query,
581            exp.ArrayContains: _array_contains_sql,
582            exp.ArrayFilter: filter_array_using_unnest,
583            exp.ArraySize: rename_func("ARRAY_LENGTH"),
584            exp.Cast: transforms.preprocess([transforms.remove_precision_parameterized_types]),
585            exp.CollateProperty: lambda self, e: (
586                f"DEFAULT COLLATE {self.sql(e, 'this')}"
587                if e.args.get("default")
588                else f"COLLATE {self.sql(e, 'this')}"
589            ),
590            exp.Commit: lambda *_: "COMMIT TRANSACTION",
591            exp.CountIf: rename_func("COUNTIF"),
592            exp.Create: _create_sql,
593            exp.CTE: transforms.preprocess([_pushdown_cte_column_names]),
594            exp.DateAdd: date_add_interval_sql("DATE", "ADD"),
595            exp.DateDiff: lambda self, e: self.func(
596                "DATE_DIFF", e.this, e.expression, unit_to_var(e)
597            ),
598            exp.DateFromParts: rename_func("DATE"),
599            exp.DateStrToDate: datestrtodate_sql,
600            exp.DateSub: date_add_interval_sql("DATE", "SUB"),
601            exp.DatetimeAdd: date_add_interval_sql("DATETIME", "ADD"),
602            exp.DatetimeSub: date_add_interval_sql("DATETIME", "SUB"),
603            exp.DateTrunc: lambda self, e: self.func("DATE_TRUNC", e.this, e.text("unit")),
604            exp.FromTimeZone: lambda self, e: self.func(
605                "DATETIME", self.func("TIMESTAMP", e.this, e.args.get("zone")), "'UTC'"
606            ),
607            exp.GenerateSeries: rename_func("GENERATE_ARRAY"),
608            exp.GroupConcat: rename_func("STRING_AGG"),
609            exp.Hex: lambda self, e: self.func("UPPER", self.func("TO_HEX", self.sql(e, "this"))),
610            exp.If: if_sql(false_value="NULL"),
611            exp.ILike: no_ilike_sql,
612            exp.IntDiv: rename_func("DIV"),
613            exp.JSONFormat: rename_func("TO_JSON_STRING"),
614            exp.Max: max_or_greatest,
615            exp.MD5: lambda self, e: self.func("TO_HEX", self.func("MD5", e.this)),
616            exp.MD5Digest: rename_func("MD5"),
617            exp.Min: min_or_least,
618            exp.PartitionedByProperty: lambda self, e: f"PARTITION BY {self.sql(e, 'this')}",
619            exp.RegexpExtract: lambda self, e: self.func(
620                "REGEXP_EXTRACT",
621                e.this,
622                e.expression,
623                e.args.get("position"),
624                e.args.get("occurrence"),
625            ),
626            exp.RegexpReplace: regexp_replace_sql,
627            exp.RegexpLike: rename_func("REGEXP_CONTAINS"),
628            exp.ReturnsProperty: _returnsproperty_sql,
629            exp.Rollback: lambda *_: "ROLLBACK TRANSACTION",
630            exp.Select: transforms.preprocess(
631                [
632                    transforms.explode_to_unnest(),
633                    transforms.unqualify_unnest,
634                    transforms.eliminate_distinct_on,
635                    _alias_ordered_group,
636                    transforms.eliminate_semi_and_anti_joins,
637                ]
638            ),
639            exp.SHA: rename_func("SHA1"),
640            exp.SHA2: lambda self, e: self.func(
641                "SHA256" if e.text("length") == "256" else "SHA512", e.this
642            ),
643            exp.StabilityProperty: lambda self, e: (
644                "DETERMINISTIC" if e.name == "IMMUTABLE" else "NOT DETERMINISTIC"
645            ),
646            exp.StrToDate: lambda self, e: self.func("PARSE_DATE", self.format_time(e), e.this),
647            exp.StrToTime: lambda self, e: self.func(
648                "PARSE_TIMESTAMP", self.format_time(e), e.this, e.args.get("zone")
649            ),
650            exp.TimeAdd: date_add_interval_sql("TIME", "ADD"),
651            exp.TimeFromParts: rename_func("TIME"),
652            exp.TimeSub: date_add_interval_sql("TIME", "SUB"),
653            exp.TimestampAdd: date_add_interval_sql("TIMESTAMP", "ADD"),
654            exp.TimestampDiff: rename_func("TIMESTAMP_DIFF"),
655            exp.TimestampSub: date_add_interval_sql("TIMESTAMP", "SUB"),
656            exp.TimeStrToTime: timestrtotime_sql,
657            exp.Transaction: lambda *_: "BEGIN TRANSACTION",
658            exp.Trim: lambda self, e: self.func("TRIM", e.this, e.expression),
659            exp.TsOrDsAdd: _ts_or_ds_add_sql,
660            exp.TsOrDsDiff: _ts_or_ds_diff_sql,
661            exp.TsOrDsToTime: rename_func("TIME"),
662            exp.Unhex: rename_func("FROM_HEX"),
663            exp.UnixDate: rename_func("UNIX_DATE"),
664            exp.UnixToTime: _unix_to_time_sql,
665            exp.Values: _derived_table_values_to_unnest,
666            exp.VariancePop: rename_func("VAR_POP"),
667        }
668
669        SUPPORTED_JSON_PATH_PARTS = {
670            exp.JSONPathKey,
671            exp.JSONPathRoot,
672            exp.JSONPathSubscript,
673        }
674
675        TYPE_MAPPING = {
676            **generator.Generator.TYPE_MAPPING,
677            exp.DataType.Type.BIGDECIMAL: "BIGNUMERIC",
678            exp.DataType.Type.BIGINT: "INT64",
679            exp.DataType.Type.BINARY: "BYTES",
680            exp.DataType.Type.BOOLEAN: "BOOL",
681            exp.DataType.Type.CHAR: "STRING",
682            exp.DataType.Type.DECIMAL: "NUMERIC",
683            exp.DataType.Type.DOUBLE: "FLOAT64",
684            exp.DataType.Type.FLOAT: "FLOAT64",
685            exp.DataType.Type.INT: "INT64",
686            exp.DataType.Type.NCHAR: "STRING",
687            exp.DataType.Type.NVARCHAR: "STRING",
688            exp.DataType.Type.SMALLINT: "INT64",
689            exp.DataType.Type.TEXT: "STRING",
690            exp.DataType.Type.TIMESTAMP: "DATETIME",
691            exp.DataType.Type.TIMESTAMPTZ: "TIMESTAMP",
692            exp.DataType.Type.TIMESTAMPLTZ: "TIMESTAMP",
693            exp.DataType.Type.TINYINT: "INT64",
694            exp.DataType.Type.VARBINARY: "BYTES",
695            exp.DataType.Type.ROWVERSION: "BYTES",
696            exp.DataType.Type.VARCHAR: "STRING",
697            exp.DataType.Type.VARIANT: "ANY TYPE",
698        }
699
700        PROPERTIES_LOCATION = {
701            **generator.Generator.PROPERTIES_LOCATION,
702            exp.PartitionedByProperty: exp.Properties.Location.POST_SCHEMA,
703            exp.VolatileProperty: exp.Properties.Location.UNSUPPORTED,
704        }
705
706        # from: https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#reserved_keywords
707        RESERVED_KEYWORDS = {
708            "all",
709            "and",
710            "any",
711            "array",
712            "as",
713            "asc",
714            "assert_rows_modified",
715            "at",
716            "between",
717            "by",
718            "case",
719            "cast",
720            "collate",
721            "contains",
722            "create",
723            "cross",
724            "cube",
725            "current",
726            "default",
727            "define",
728            "desc",
729            "distinct",
730            "else",
731            "end",
732            "enum",
733            "escape",
734            "except",
735            "exclude",
736            "exists",
737            "extract",
738            "false",
739            "fetch",
740            "following",
741            "for",
742            "from",
743            "full",
744            "group",
745            "grouping",
746            "groups",
747            "hash",
748            "having",
749            "if",
750            "ignore",
751            "in",
752            "inner",
753            "intersect",
754            "interval",
755            "into",
756            "is",
757            "join",
758            "lateral",
759            "left",
760            "like",
761            "limit",
762            "lookup",
763            "merge",
764            "natural",
765            "new",
766            "no",
767            "not",
768            "null",
769            "nulls",
770            "of",
771            "on",
772            "or",
773            "order",
774            "outer",
775            "over",
776            "partition",
777            "preceding",
778            "proto",
779            "qualify",
780            "range",
781            "recursive",
782            "respect",
783            "right",
784            "rollup",
785            "rows",
786            "select",
787            "set",
788            "some",
789            "struct",
790            "tablesample",
791            "then",
792            "to",
793            "treat",
794            "true",
795            "unbounded",
796            "union",
797            "unnest",
798            "using",
799            "when",
800            "where",
801            "window",
802            "with",
803            "within",
804        }
805
806        def mod_sql(self, expression: exp.Mod) -> str:
807            this = expression.this
808            expr = expression.expression
809            return self.func(
810                "MOD",
811                this.unnest() if isinstance(this, exp.Paren) else this,
812                expr.unnest() if isinstance(expr, exp.Paren) else expr,
813            )
814
815        def column_parts(self, expression: exp.Column) -> str:
816            if expression.meta.get("quoted_column"):
817                # If a column reference is of the form `dataset.table`.name, we need
818                # to preserve the quoted table path, otherwise the reference breaks
819                table_parts = ".".join(p.name for p in expression.parts[:-1])
820                table_path = self.sql(exp.Identifier(this=table_parts, quoted=True))
821                return f"{table_path}.{self.sql(expression, 'this')}"
822
823            return super().column_parts(expression)
824
825        def table_parts(self, expression: exp.Table) -> str:
826            # Depending on the context, `x.y` may not resolve to the same data source as `x`.`y`, so
827            # we need to make sure the correct quoting is used in each case.
828            #
829            # For example, if there is a CTE x that clashes with a schema name, then the former will
830            # return the table y in that schema, whereas the latter will return the CTE's y column:
831            #
832            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x.y`   -> cross join
833            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x`.`y` -> implicit unnest
834            if expression.meta.get("quoted_table"):
835                table_parts = ".".join(p.name for p in expression.parts)
836                return self.sql(exp.Identifier(this=table_parts, quoted=True))
837
838            return super().table_parts(expression)
839
840        def timetostr_sql(self, expression: exp.TimeToStr) -> str:
841            this = expression.this if isinstance(expression.this, exp.TsOrDsToDate) else expression
842            return self.func("FORMAT_DATE", self.format_time(expression), this.this)
843
844        def eq_sql(self, expression: exp.EQ) -> str:
845            # Operands of = cannot be NULL in BigQuery
846            if isinstance(expression.left, exp.Null) or isinstance(expression.right, exp.Null):
847                if not isinstance(expression.parent, exp.Update):
848                    return "NULL"
849
850            return self.binary(expression, "=")
851
852        def attimezone_sql(self, expression: exp.AtTimeZone) -> str:
853            parent = expression.parent
854
855            # BigQuery allows CAST(.. AS {STRING|TIMESTAMP} [FORMAT <fmt> [AT TIME ZONE <tz>]]).
856            # Only the TIMESTAMP one should use the below conversion, when AT TIME ZONE is included.
857            if not isinstance(parent, exp.Cast) or not parent.to.is_type("text"):
858                return self.func(
859                    "TIMESTAMP", self.func("DATETIME", expression.this, expression.args.get("zone"))
860                )
861
862            return super().attimezone_sql(expression)
863
864        def trycast_sql(self, expression: exp.TryCast) -> str:
865            return self.cast_sql(expression, safe_prefix="SAFE_")
866
867        def bracket_sql(self, expression: exp.Bracket) -> str:
868            this = expression.this
869            expressions = expression.expressions
870
871            if len(expressions) == 1 and this and this.is_type(exp.DataType.Type.STRUCT):
872                arg = expressions[0]
873                if arg.type is None:
874                    from sqlglot.optimizer.annotate_types import annotate_types
875
876                    arg = annotate_types(arg)
877
878                if arg.type and arg.type.this in exp.DataType.TEXT_TYPES:
879                    # BQ doesn't support bracket syntax with string values for structs
880                    return f"{self.sql(this)}.{arg.name}"
881
882            expressions_sql = self.expressions(expression, flat=True)
883            offset = expression.args.get("offset")
884
885            if offset == 0:
886                expressions_sql = f"OFFSET({expressions_sql})"
887            elif offset == 1:
888                expressions_sql = f"ORDINAL({expressions_sql})"
889            elif offset is not None:
890                self.unsupported(f"Unsupported array offset: {offset}")
891
892            if expression.args.get("safe"):
893                expressions_sql = f"SAFE_{expressions_sql}"
894
895            return f"{self.sql(this)}[{expressions_sql}]"
896
897        def in_unnest_op(self, expression: exp.Unnest) -> str:
898            return self.sql(expression)
899
900        def except_op(self, expression: exp.Except) -> str:
901            if not expression.args.get("distinct"):
902                self.unsupported("EXCEPT without DISTINCT is not supported in BigQuery")
903            return f"EXCEPT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
904
905        def intersect_op(self, expression: exp.Intersect) -> str:
906            if not expression.args.get("distinct"):
907                self.unsupported("INTERSECT without DISTINCT is not supported in BigQuery")
908            return f"INTERSECT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
909
910        def version_sql(self, expression: exp.Version) -> str:
911            if expression.name == "TIMESTAMP":
912                expression.set("this", "SYSTEM_TIME")
913            return super().version_sql(expression)
logger = <Logger sqlglot (WARNING)>
class BigQuery(sqlglot.dialects.dialect.Dialect):
210class BigQuery(Dialect):
211    WEEK_OFFSET = -1
212    UNNEST_COLUMN_ONLY = True
213    SUPPORTS_USER_DEFINED_TYPES = False
214    SUPPORTS_SEMI_ANTI_JOIN = False
215    LOG_BASE_FIRST = False
216    HEX_LOWERCASE = True
217
218    # https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#case_sensitivity
219    NORMALIZATION_STRATEGY = NormalizationStrategy.CASE_INSENSITIVE
220
221    # bigquery udfs are case sensitive
222    NORMALIZE_FUNCTIONS = False
223
224    # https://cloud.google.com/bigquery/docs/reference/standard-sql/format-elements#format_elements_date_time
225    TIME_MAPPING = {
226        "%D": "%m/%d/%y",
227        "%E6S": "%S.%f",
228    }
229
230    FORMAT_MAPPING = {
231        "DD": "%d",
232        "MM": "%m",
233        "MON": "%b",
234        "MONTH": "%B",
235        "YYYY": "%Y",
236        "YY": "%y",
237        "HH": "%I",
238        "HH12": "%I",
239        "HH24": "%H",
240        "MI": "%M",
241        "SS": "%S",
242        "SSSSS": "%f",
243        "TZH": "%z",
244    }
245
246    # The _PARTITIONTIME and _PARTITIONDATE pseudo-columns are not returned by a SELECT * statement
247    # https://cloud.google.com/bigquery/docs/querying-partitioned-tables#query_an_ingestion-time_partitioned_table
248    PSEUDOCOLUMNS = {"_PARTITIONTIME", "_PARTITIONDATE"}
249
250    def normalize_identifier(self, expression: E) -> E:
251        if isinstance(expression, exp.Identifier):
252            parent = expression.parent
253            while isinstance(parent, exp.Dot):
254                parent = parent.parent
255
256            # In BigQuery, CTEs are case-insensitive, but UDF and table names are case-sensitive
257            # by default. The following check uses a heuristic to detect tables based on whether
258            # they are qualified. This should generally be correct, because tables in BigQuery
259            # must be qualified with at least a dataset, unless @@dataset_id is set.
260            case_sensitive = (
261                isinstance(parent, exp.UserDefinedFunction)
262                or (
263                    isinstance(parent, exp.Table)
264                    and parent.db
265                    and (parent.meta.get("quoted_table") or not parent.meta.get("maybe_column"))
266                )
267                or expression.meta.get("is_table")
268            )
269            if not case_sensitive:
270                expression.set("this", expression.this.lower())
271
272        return expression
273
274    class Tokenizer(tokens.Tokenizer):
275        QUOTES = ["'", '"', '"""', "'''"]
276        COMMENTS = ["--", "#", ("/*", "*/")]
277        IDENTIFIERS = ["`"]
278        STRING_ESCAPES = ["\\"]
279
280        HEX_STRINGS = [("0x", ""), ("0X", "")]
281
282        BYTE_STRINGS = [
283            (prefix + q, q) for q in t.cast(t.List[str], QUOTES) for prefix in ("b", "B")
284        ]
285
286        RAW_STRINGS = [
287            (prefix + q, q) for q in t.cast(t.List[str], QUOTES) for prefix in ("r", "R")
288        ]
289
290        KEYWORDS = {
291            **tokens.Tokenizer.KEYWORDS,
292            "ANY TYPE": TokenType.VARIANT,
293            "BEGIN": TokenType.COMMAND,
294            "BEGIN TRANSACTION": TokenType.BEGIN,
295            "BYTES": TokenType.BINARY,
296            "CURRENT_DATETIME": TokenType.CURRENT_DATETIME,
297            "DATETIME": TokenType.TIMESTAMP,
298            "DECLARE": TokenType.COMMAND,
299            "ELSEIF": TokenType.COMMAND,
300            "EXCEPTION": TokenType.COMMAND,
301            "FLOAT64": TokenType.DOUBLE,
302            "FOR SYSTEM_TIME": TokenType.TIMESTAMP_SNAPSHOT,
303            "MODEL": TokenType.MODEL,
304            "NOT DETERMINISTIC": TokenType.VOLATILE,
305            "RECORD": TokenType.STRUCT,
306            "TIMESTAMP": TokenType.TIMESTAMPTZ,
307        }
308        KEYWORDS.pop("DIV")
309        KEYWORDS.pop("VALUES")
310
311    class Parser(parser.Parser):
312        PREFIXED_PIVOT_COLUMNS = True
313        LOG_DEFAULTS_TO_LN = True
314        SUPPORTS_IMPLICIT_UNNEST = True
315
316        FUNCTIONS = {
317            **parser.Parser.FUNCTIONS,
318            "DATE": _build_date,
319            "DATE_ADD": build_date_delta_with_interval(exp.DateAdd),
320            "DATE_SUB": build_date_delta_with_interval(exp.DateSub),
321            "DATE_TRUNC": lambda args: exp.DateTrunc(
322                unit=exp.Literal.string(str(seq_get(args, 1))),
323                this=seq_get(args, 0),
324            ),
325            "DATETIME_ADD": build_date_delta_with_interval(exp.DatetimeAdd),
326            "DATETIME_SUB": build_date_delta_with_interval(exp.DatetimeSub),
327            "DIV": binary_from_function(exp.IntDiv),
328            "FORMAT_DATE": lambda args: exp.TimeToStr(
329                this=exp.TsOrDsToDate(this=seq_get(args, 1)), format=seq_get(args, 0)
330            ),
331            "GENERATE_ARRAY": exp.GenerateSeries.from_arg_list,
332            "JSON_EXTRACT_SCALAR": lambda args: exp.JSONExtractScalar(
333                this=seq_get(args, 0), expression=seq_get(args, 1) or exp.Literal.string("$")
334            ),
335            "MD5": exp.MD5Digest.from_arg_list,
336            "TO_HEX": _build_to_hex,
337            "PARSE_DATE": lambda args: build_formatted_time(exp.StrToDate, "bigquery")(
338                [seq_get(args, 1), seq_get(args, 0)]
339            ),
340            "PARSE_TIMESTAMP": _build_parse_timestamp,
341            "REGEXP_CONTAINS": exp.RegexpLike.from_arg_list,
342            "REGEXP_EXTRACT": lambda args: exp.RegexpExtract(
343                this=seq_get(args, 0),
344                expression=seq_get(args, 1),
345                position=seq_get(args, 2),
346                occurrence=seq_get(args, 3),
347                group=exp.Literal.number(1) if re.compile(args[1].name).groups == 1 else None,
348            ),
349            "SHA256": lambda args: exp.SHA2(this=seq_get(args, 0), length=exp.Literal.number(256)),
350            "SHA512": lambda args: exp.SHA2(this=seq_get(args, 0), length=exp.Literal.number(512)),
351            "SPLIT": lambda args: exp.Split(
352                # https://cloud.google.com/bigquery/docs/reference/standard-sql/string_functions#split
353                this=seq_get(args, 0),
354                expression=seq_get(args, 1) or exp.Literal.string(","),
355            ),
356            "TIME": _build_time,
357            "TIME_ADD": build_date_delta_with_interval(exp.TimeAdd),
358            "TIME_SUB": build_date_delta_with_interval(exp.TimeSub),
359            "TIMESTAMP": _build_timestamp,
360            "TIMESTAMP_ADD": build_date_delta_with_interval(exp.TimestampAdd),
361            "TIMESTAMP_SUB": build_date_delta_with_interval(exp.TimestampSub),
362            "TIMESTAMP_MICROS": lambda args: exp.UnixToTime(
363                this=seq_get(args, 0), scale=exp.UnixToTime.MICROS
364            ),
365            "TIMESTAMP_MILLIS": lambda args: exp.UnixToTime(
366                this=seq_get(args, 0), scale=exp.UnixToTime.MILLIS
367            ),
368            "TIMESTAMP_SECONDS": lambda args: exp.UnixToTime(this=seq_get(args, 0)),
369            "TO_JSON_STRING": exp.JSONFormat.from_arg_list,
370        }
371
372        FUNCTION_PARSERS = {
373            **parser.Parser.FUNCTION_PARSERS,
374            "ARRAY": lambda self: self.expression(exp.Array, expressions=[self._parse_statement()]),
375        }
376        FUNCTION_PARSERS.pop("TRIM")
377
378        NO_PAREN_FUNCTIONS = {
379            **parser.Parser.NO_PAREN_FUNCTIONS,
380            TokenType.CURRENT_DATETIME: exp.CurrentDatetime,
381        }
382
383        NESTED_TYPE_TOKENS = {
384            *parser.Parser.NESTED_TYPE_TOKENS,
385            TokenType.TABLE,
386        }
387
388        PROPERTY_PARSERS = {
389            **parser.Parser.PROPERTY_PARSERS,
390            "NOT DETERMINISTIC": lambda self: self.expression(
391                exp.StabilityProperty, this=exp.Literal.string("VOLATILE")
392            ),
393            "OPTIONS": lambda self: self._parse_with_property(),
394        }
395
396        CONSTRAINT_PARSERS = {
397            **parser.Parser.CONSTRAINT_PARSERS,
398            "OPTIONS": lambda self: exp.Properties(expressions=self._parse_with_property()),
399        }
400
401        RANGE_PARSERS = parser.Parser.RANGE_PARSERS.copy()
402        RANGE_PARSERS.pop(TokenType.OVERLAPS)
403
404        NULL_TOKENS = {TokenType.NULL, TokenType.UNKNOWN}
405
406        STATEMENT_PARSERS = {
407            **parser.Parser.STATEMENT_PARSERS,
408            TokenType.ELSE: lambda self: self._parse_as_command(self._prev),
409            TokenType.END: lambda self: self._parse_as_command(self._prev),
410            TokenType.FOR: lambda self: self._parse_for_in(),
411        }
412
413        BRACKET_OFFSETS = {
414            "OFFSET": (0, False),
415            "ORDINAL": (1, False),
416            "SAFE_OFFSET": (0, True),
417            "SAFE_ORDINAL": (1, True),
418        }
419
420        def _parse_for_in(self) -> exp.ForIn:
421            this = self._parse_range()
422            self._match_text_seq("DO")
423            return self.expression(exp.ForIn, this=this, expression=self._parse_statement())
424
425        def _parse_table_part(self, schema: bool = False) -> t.Optional[exp.Expression]:
426            this = super()._parse_table_part(schema=schema) or self._parse_number()
427
428            # https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#table_names
429            if isinstance(this, exp.Identifier):
430                table_name = this.name
431                while self._match(TokenType.DASH, advance=False) and self._next:
432                    text = ""
433                    while self._curr and self._curr.token_type != TokenType.DOT:
434                        self._advance()
435                        text += self._prev.text
436                    table_name += text
437
438                this = exp.Identifier(this=table_name, quoted=this.args.get("quoted"))
439            elif isinstance(this, exp.Literal):
440                table_name = this.name
441
442                if self._is_connected() and self._parse_var(any_token=True):
443                    table_name += self._prev.text
444
445                this = exp.Identifier(this=table_name, quoted=True)
446
447            return this
448
449        def _parse_table_parts(
450            self, schema: bool = False, is_db_reference: bool = False, wildcard: bool = False
451        ) -> exp.Table:
452            table = super()._parse_table_parts(
453                schema=schema, is_db_reference=is_db_reference, wildcard=True
454            )
455
456            # proj-1.db.tbl -- `1.` is tokenized as a float so we need to unravel it here
457            if not table.catalog:
458                if table.db:
459                    parts = table.db.split(".")
460                    if len(parts) == 2 and not table.args["db"].quoted:
461                        table.set("catalog", exp.Identifier(this=parts[0]))
462                        table.set("db", exp.Identifier(this=parts[1]))
463                else:
464                    parts = table.name.split(".")
465                    if len(parts) == 2 and not table.this.quoted:
466                        table.set("db", exp.Identifier(this=parts[0]))
467                        table.set("this", exp.Identifier(this=parts[1]))
468
469            if any("." in p.name for p in table.parts):
470                catalog, db, this, *rest = (
471                    exp.to_identifier(p, quoted=True)
472                    for p in split_num_words(".".join(p.name for p in table.parts), ".", 3)
473                )
474
475                if rest and this:
476                    this = exp.Dot.build([this, *rest])  # type: ignore
477
478                table = exp.Table(
479                    this=this, db=db, catalog=catalog, pivots=table.args.get("pivots")
480                )
481                table.meta["quoted_table"] = True
482
483            return table
484
485        def _parse_column(self) -> t.Optional[exp.Expression]:
486            column = super()._parse_column()
487            if isinstance(column, exp.Column):
488                parts = column.parts
489                if any("." in p.name for p in parts):
490                    catalog, db, table, this, *rest = (
491                        exp.to_identifier(p, quoted=True)
492                        for p in split_num_words(".".join(p.name for p in parts), ".", 4)
493                    )
494
495                    if rest and this:
496                        this = exp.Dot.build([this, *rest])  # type: ignore
497
498                    column = exp.Column(this=this, table=table, db=db, catalog=catalog)
499                    column.meta["quoted_column"] = True
500
501            return column
502
503        @t.overload
504        def _parse_json_object(self, agg: Lit[False]) -> exp.JSONObject: ...
505
506        @t.overload
507        def _parse_json_object(self, agg: Lit[True]) -> exp.JSONObjectAgg: ...
508
509        def _parse_json_object(self, agg=False):
510            json_object = super()._parse_json_object()
511            array_kv_pair = seq_get(json_object.expressions, 0)
512
513            # Converts BQ's "signature 2" of JSON_OBJECT into SQLGlot's canonical representation
514            # https://cloud.google.com/bigquery/docs/reference/standard-sql/json_functions#json_object_signature2
515            if (
516                array_kv_pair
517                and isinstance(array_kv_pair.this, exp.Array)
518                and isinstance(array_kv_pair.expression, exp.Array)
519            ):
520                keys = array_kv_pair.this.expressions
521                values = array_kv_pair.expression.expressions
522
523                json_object.set(
524                    "expressions",
525                    [exp.JSONKeyValue(this=k, expression=v) for k, v in zip(keys, values)],
526                )
527
528            return json_object
529
530        def _parse_bracket(
531            self, this: t.Optional[exp.Expression] = None
532        ) -> t.Optional[exp.Expression]:
533            bracket = super()._parse_bracket(this)
534
535            if this is bracket:
536                return bracket
537
538            if isinstance(bracket, exp.Bracket):
539                for expression in bracket.expressions:
540                    name = expression.name.upper()
541
542                    if name not in self.BRACKET_OFFSETS:
543                        break
544
545                    offset, safe = self.BRACKET_OFFSETS[name]
546                    bracket.set("offset", offset)
547                    bracket.set("safe", safe)
548                    expression.replace(expression.expressions[0])
549
550            return bracket
551
552    class Generator(generator.Generator):
553        EXPLICIT_UNION = True
554        INTERVAL_ALLOWS_PLURAL_FORM = False
555        JOIN_HINTS = False
556        QUERY_HINTS = False
557        TABLE_HINTS = False
558        LIMIT_FETCH = "LIMIT"
559        RENAME_TABLE_WITH_DB = False
560        NVL2_SUPPORTED = False
561        UNNEST_WITH_ORDINALITY = False
562        COLLATE_IS_FUNC = True
563        LIMIT_ONLY_LITERALS = True
564        SUPPORTS_TABLE_ALIAS_COLUMNS = False
565        UNPIVOT_ALIASES_ARE_IDENTIFIERS = False
566        JSON_KEY_VALUE_PAIR_SEP = ","
567        NULL_ORDERING_SUPPORTED = False
568        IGNORE_NULLS_IN_FUNC = True
569        JSON_PATH_SINGLE_QUOTE_ESCAPE = True
570        CAN_IMPLEMENT_ARRAY_ANY = True
571        SUPPORTS_TO_NUMBER = False
572        NAMED_PLACEHOLDER_TOKEN = "@"
573        HEX_FUNC = "TO_HEX"
574        WITH_PROPERTIES_PREFIX = "OPTIONS"
575
576        TRANSFORMS = {
577            **generator.Generator.TRANSFORMS,
578            exp.ApproxDistinct: rename_func("APPROX_COUNT_DISTINCT"),
579            exp.ArgMax: arg_max_or_min_no_count("MAX_BY"),
580            exp.ArgMin: arg_max_or_min_no_count("MIN_BY"),
581            exp.Array: inline_array_unless_query,
582            exp.ArrayContains: _array_contains_sql,
583            exp.ArrayFilter: filter_array_using_unnest,
584            exp.ArraySize: rename_func("ARRAY_LENGTH"),
585            exp.Cast: transforms.preprocess([transforms.remove_precision_parameterized_types]),
586            exp.CollateProperty: lambda self, e: (
587                f"DEFAULT COLLATE {self.sql(e, 'this')}"
588                if e.args.get("default")
589                else f"COLLATE {self.sql(e, 'this')}"
590            ),
591            exp.Commit: lambda *_: "COMMIT TRANSACTION",
592            exp.CountIf: rename_func("COUNTIF"),
593            exp.Create: _create_sql,
594            exp.CTE: transforms.preprocess([_pushdown_cte_column_names]),
595            exp.DateAdd: date_add_interval_sql("DATE", "ADD"),
596            exp.DateDiff: lambda self, e: self.func(
597                "DATE_DIFF", e.this, e.expression, unit_to_var(e)
598            ),
599            exp.DateFromParts: rename_func("DATE"),
600            exp.DateStrToDate: datestrtodate_sql,
601            exp.DateSub: date_add_interval_sql("DATE", "SUB"),
602            exp.DatetimeAdd: date_add_interval_sql("DATETIME", "ADD"),
603            exp.DatetimeSub: date_add_interval_sql("DATETIME", "SUB"),
604            exp.DateTrunc: lambda self, e: self.func("DATE_TRUNC", e.this, e.text("unit")),
605            exp.FromTimeZone: lambda self, e: self.func(
606                "DATETIME", self.func("TIMESTAMP", e.this, e.args.get("zone")), "'UTC'"
607            ),
608            exp.GenerateSeries: rename_func("GENERATE_ARRAY"),
609            exp.GroupConcat: rename_func("STRING_AGG"),
610            exp.Hex: lambda self, e: self.func("UPPER", self.func("TO_HEX", self.sql(e, "this"))),
611            exp.If: if_sql(false_value="NULL"),
612            exp.ILike: no_ilike_sql,
613            exp.IntDiv: rename_func("DIV"),
614            exp.JSONFormat: rename_func("TO_JSON_STRING"),
615            exp.Max: max_or_greatest,
616            exp.MD5: lambda self, e: self.func("TO_HEX", self.func("MD5", e.this)),
617            exp.MD5Digest: rename_func("MD5"),
618            exp.Min: min_or_least,
619            exp.PartitionedByProperty: lambda self, e: f"PARTITION BY {self.sql(e, 'this')}",
620            exp.RegexpExtract: lambda self, e: self.func(
621                "REGEXP_EXTRACT",
622                e.this,
623                e.expression,
624                e.args.get("position"),
625                e.args.get("occurrence"),
626            ),
627            exp.RegexpReplace: regexp_replace_sql,
628            exp.RegexpLike: rename_func("REGEXP_CONTAINS"),
629            exp.ReturnsProperty: _returnsproperty_sql,
630            exp.Rollback: lambda *_: "ROLLBACK TRANSACTION",
631            exp.Select: transforms.preprocess(
632                [
633                    transforms.explode_to_unnest(),
634                    transforms.unqualify_unnest,
635                    transforms.eliminate_distinct_on,
636                    _alias_ordered_group,
637                    transforms.eliminate_semi_and_anti_joins,
638                ]
639            ),
640            exp.SHA: rename_func("SHA1"),
641            exp.SHA2: lambda self, e: self.func(
642                "SHA256" if e.text("length") == "256" else "SHA512", e.this
643            ),
644            exp.StabilityProperty: lambda self, e: (
645                "DETERMINISTIC" if e.name == "IMMUTABLE" else "NOT DETERMINISTIC"
646            ),
647            exp.StrToDate: lambda self, e: self.func("PARSE_DATE", self.format_time(e), e.this),
648            exp.StrToTime: lambda self, e: self.func(
649                "PARSE_TIMESTAMP", self.format_time(e), e.this, e.args.get("zone")
650            ),
651            exp.TimeAdd: date_add_interval_sql("TIME", "ADD"),
652            exp.TimeFromParts: rename_func("TIME"),
653            exp.TimeSub: date_add_interval_sql("TIME", "SUB"),
654            exp.TimestampAdd: date_add_interval_sql("TIMESTAMP", "ADD"),
655            exp.TimestampDiff: rename_func("TIMESTAMP_DIFF"),
656            exp.TimestampSub: date_add_interval_sql("TIMESTAMP", "SUB"),
657            exp.TimeStrToTime: timestrtotime_sql,
658            exp.Transaction: lambda *_: "BEGIN TRANSACTION",
659            exp.Trim: lambda self, e: self.func("TRIM", e.this, e.expression),
660            exp.TsOrDsAdd: _ts_or_ds_add_sql,
661            exp.TsOrDsDiff: _ts_or_ds_diff_sql,
662            exp.TsOrDsToTime: rename_func("TIME"),
663            exp.Unhex: rename_func("FROM_HEX"),
664            exp.UnixDate: rename_func("UNIX_DATE"),
665            exp.UnixToTime: _unix_to_time_sql,
666            exp.Values: _derived_table_values_to_unnest,
667            exp.VariancePop: rename_func("VAR_POP"),
668        }
669
670        SUPPORTED_JSON_PATH_PARTS = {
671            exp.JSONPathKey,
672            exp.JSONPathRoot,
673            exp.JSONPathSubscript,
674        }
675
676        TYPE_MAPPING = {
677            **generator.Generator.TYPE_MAPPING,
678            exp.DataType.Type.BIGDECIMAL: "BIGNUMERIC",
679            exp.DataType.Type.BIGINT: "INT64",
680            exp.DataType.Type.BINARY: "BYTES",
681            exp.DataType.Type.BOOLEAN: "BOOL",
682            exp.DataType.Type.CHAR: "STRING",
683            exp.DataType.Type.DECIMAL: "NUMERIC",
684            exp.DataType.Type.DOUBLE: "FLOAT64",
685            exp.DataType.Type.FLOAT: "FLOAT64",
686            exp.DataType.Type.INT: "INT64",
687            exp.DataType.Type.NCHAR: "STRING",
688            exp.DataType.Type.NVARCHAR: "STRING",
689            exp.DataType.Type.SMALLINT: "INT64",
690            exp.DataType.Type.TEXT: "STRING",
691            exp.DataType.Type.TIMESTAMP: "DATETIME",
692            exp.DataType.Type.TIMESTAMPTZ: "TIMESTAMP",
693            exp.DataType.Type.TIMESTAMPLTZ: "TIMESTAMP",
694            exp.DataType.Type.TINYINT: "INT64",
695            exp.DataType.Type.VARBINARY: "BYTES",
696            exp.DataType.Type.ROWVERSION: "BYTES",
697            exp.DataType.Type.VARCHAR: "STRING",
698            exp.DataType.Type.VARIANT: "ANY TYPE",
699        }
700
701        PROPERTIES_LOCATION = {
702            **generator.Generator.PROPERTIES_LOCATION,
703            exp.PartitionedByProperty: exp.Properties.Location.POST_SCHEMA,
704            exp.VolatileProperty: exp.Properties.Location.UNSUPPORTED,
705        }
706
707        # from: https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#reserved_keywords
708        RESERVED_KEYWORDS = {
709            "all",
710            "and",
711            "any",
712            "array",
713            "as",
714            "asc",
715            "assert_rows_modified",
716            "at",
717            "between",
718            "by",
719            "case",
720            "cast",
721            "collate",
722            "contains",
723            "create",
724            "cross",
725            "cube",
726            "current",
727            "default",
728            "define",
729            "desc",
730            "distinct",
731            "else",
732            "end",
733            "enum",
734            "escape",
735            "except",
736            "exclude",
737            "exists",
738            "extract",
739            "false",
740            "fetch",
741            "following",
742            "for",
743            "from",
744            "full",
745            "group",
746            "grouping",
747            "groups",
748            "hash",
749            "having",
750            "if",
751            "ignore",
752            "in",
753            "inner",
754            "intersect",
755            "interval",
756            "into",
757            "is",
758            "join",
759            "lateral",
760            "left",
761            "like",
762            "limit",
763            "lookup",
764            "merge",
765            "natural",
766            "new",
767            "no",
768            "not",
769            "null",
770            "nulls",
771            "of",
772            "on",
773            "or",
774            "order",
775            "outer",
776            "over",
777            "partition",
778            "preceding",
779            "proto",
780            "qualify",
781            "range",
782            "recursive",
783            "respect",
784            "right",
785            "rollup",
786            "rows",
787            "select",
788            "set",
789            "some",
790            "struct",
791            "tablesample",
792            "then",
793            "to",
794            "treat",
795            "true",
796            "unbounded",
797            "union",
798            "unnest",
799            "using",
800            "when",
801            "where",
802            "window",
803            "with",
804            "within",
805        }
806
807        def mod_sql(self, expression: exp.Mod) -> str:
808            this = expression.this
809            expr = expression.expression
810            return self.func(
811                "MOD",
812                this.unnest() if isinstance(this, exp.Paren) else this,
813                expr.unnest() if isinstance(expr, exp.Paren) else expr,
814            )
815
816        def column_parts(self, expression: exp.Column) -> str:
817            if expression.meta.get("quoted_column"):
818                # If a column reference is of the form `dataset.table`.name, we need
819                # to preserve the quoted table path, otherwise the reference breaks
820                table_parts = ".".join(p.name for p in expression.parts[:-1])
821                table_path = self.sql(exp.Identifier(this=table_parts, quoted=True))
822                return f"{table_path}.{self.sql(expression, 'this')}"
823
824            return super().column_parts(expression)
825
826        def table_parts(self, expression: exp.Table) -> str:
827            # Depending on the context, `x.y` may not resolve to the same data source as `x`.`y`, so
828            # we need to make sure the correct quoting is used in each case.
829            #
830            # For example, if there is a CTE x that clashes with a schema name, then the former will
831            # return the table y in that schema, whereas the latter will return the CTE's y column:
832            #
833            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x.y`   -> cross join
834            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x`.`y` -> implicit unnest
835            if expression.meta.get("quoted_table"):
836                table_parts = ".".join(p.name for p in expression.parts)
837                return self.sql(exp.Identifier(this=table_parts, quoted=True))
838
839            return super().table_parts(expression)
840
841        def timetostr_sql(self, expression: exp.TimeToStr) -> str:
842            this = expression.this if isinstance(expression.this, exp.TsOrDsToDate) else expression
843            return self.func("FORMAT_DATE", self.format_time(expression), this.this)
844
845        def eq_sql(self, expression: exp.EQ) -> str:
846            # Operands of = cannot be NULL in BigQuery
847            if isinstance(expression.left, exp.Null) or isinstance(expression.right, exp.Null):
848                if not isinstance(expression.parent, exp.Update):
849                    return "NULL"
850
851            return self.binary(expression, "=")
852
853        def attimezone_sql(self, expression: exp.AtTimeZone) -> str:
854            parent = expression.parent
855
856            # BigQuery allows CAST(.. AS {STRING|TIMESTAMP} [FORMAT <fmt> [AT TIME ZONE <tz>]]).
857            # Only the TIMESTAMP one should use the below conversion, when AT TIME ZONE is included.
858            if not isinstance(parent, exp.Cast) or not parent.to.is_type("text"):
859                return self.func(
860                    "TIMESTAMP", self.func("DATETIME", expression.this, expression.args.get("zone"))
861                )
862
863            return super().attimezone_sql(expression)
864
865        def trycast_sql(self, expression: exp.TryCast) -> str:
866            return self.cast_sql(expression, safe_prefix="SAFE_")
867
868        def bracket_sql(self, expression: exp.Bracket) -> str:
869            this = expression.this
870            expressions = expression.expressions
871
872            if len(expressions) == 1 and this and this.is_type(exp.DataType.Type.STRUCT):
873                arg = expressions[0]
874                if arg.type is None:
875                    from sqlglot.optimizer.annotate_types import annotate_types
876
877                    arg = annotate_types(arg)
878
879                if arg.type and arg.type.this in exp.DataType.TEXT_TYPES:
880                    # BQ doesn't support bracket syntax with string values for structs
881                    return f"{self.sql(this)}.{arg.name}"
882
883            expressions_sql = self.expressions(expression, flat=True)
884            offset = expression.args.get("offset")
885
886            if offset == 0:
887                expressions_sql = f"OFFSET({expressions_sql})"
888            elif offset == 1:
889                expressions_sql = f"ORDINAL({expressions_sql})"
890            elif offset is not None:
891                self.unsupported(f"Unsupported array offset: {offset}")
892
893            if expression.args.get("safe"):
894                expressions_sql = f"SAFE_{expressions_sql}"
895
896            return f"{self.sql(this)}[{expressions_sql}]"
897
898        def in_unnest_op(self, expression: exp.Unnest) -> str:
899            return self.sql(expression)
900
901        def except_op(self, expression: exp.Except) -> str:
902            if not expression.args.get("distinct"):
903                self.unsupported("EXCEPT without DISTINCT is not supported in BigQuery")
904            return f"EXCEPT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
905
906        def intersect_op(self, expression: exp.Intersect) -> str:
907            if not expression.args.get("distinct"):
908                self.unsupported("INTERSECT without DISTINCT is not supported in BigQuery")
909            return f"INTERSECT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
910
911        def version_sql(self, expression: exp.Version) -> str:
912            if expression.name == "TIMESTAMP":
913                expression.set("this", "SYSTEM_TIME")
914            return super().version_sql(expression)
WEEK_OFFSET = -1

First day of the week in DATE_TRUNC(week). Defaults to 0 (Monday). -1 would be Sunday.

UNNEST_COLUMN_ONLY = True

Whether UNNEST table aliases are treated as column aliases.

SUPPORTS_USER_DEFINED_TYPES = False

Whether user-defined data types are supported.

SUPPORTS_SEMI_ANTI_JOIN = False

Whether SEMI or ANTI joins are supported.

LOG_BASE_FIRST: Optional[bool] = False

Whether the base comes first in the LOG function. Possible values: True, False, None (two arguments are not supported by LOG)

HEX_LOWERCASE = True

Whether the HEX function returns a lowercase hexadecimal string.

NORMALIZATION_STRATEGY = <NormalizationStrategy.CASE_INSENSITIVE: 'CASE_INSENSITIVE'>

Specifies the strategy according to which identifiers should be normalized.

NORMALIZE_FUNCTIONS: bool | str = False

Determines how function names are going to be normalized.

Possible values:

"upper" or True: Convert names to uppercase. "lower": Convert names to lowercase. False: Disables function name normalization.

TIME_MAPPING: Dict[str, str] = {'%D': '%m/%d/%y', '%E6S': '%S.%f'}

Associates this dialect's time formats with their equivalent Python strftime formats.

FORMAT_MAPPING: Dict[str, str] = {'DD': '%d', 'MM': '%m', 'MON': '%b', 'MONTH': '%B', 'YYYY': '%Y', 'YY': '%y', 'HH': '%I', 'HH12': '%I', 'HH24': '%H', 'MI': '%M', 'SS': '%S', 'SSSSS': '%f', 'TZH': '%z'}

Helper which is used for parsing the special syntax CAST(x AS DATE FORMAT 'yyyy'). If empty, the corresponding trie will be constructed off of TIME_MAPPING.

PSEUDOCOLUMNS: Set[str] = {'_PARTITIONDATE', '_PARTITIONTIME'}

Columns that are auto-generated by the engine corresponding to this dialect. For example, such columns may be excluded from SELECT * queries.

def normalize_identifier(self, expression: ~E) -> ~E:
250    def normalize_identifier(self, expression: E) -> E:
251        if isinstance(expression, exp.Identifier):
252            parent = expression.parent
253            while isinstance(parent, exp.Dot):
254                parent = parent.parent
255
256            # In BigQuery, CTEs are case-insensitive, but UDF and table names are case-sensitive
257            # by default. The following check uses a heuristic to detect tables based on whether
258            # they are qualified. This should generally be correct, because tables in BigQuery
259            # must be qualified with at least a dataset, unless @@dataset_id is set.
260            case_sensitive = (
261                isinstance(parent, exp.UserDefinedFunction)
262                or (
263                    isinstance(parent, exp.Table)
264                    and parent.db
265                    and (parent.meta.get("quoted_table") or not parent.meta.get("maybe_column"))
266                )
267                or expression.meta.get("is_table")
268            )
269            if not case_sensitive:
270                expression.set("this", expression.this.lower())
271
272        return expression

Transforms an identifier in a way that resembles how it'd be resolved by this dialect.

For example, an identifier like FoO would be resolved as foo in Postgres, because it lowercases all unquoted identifiers. On the other hand, Snowflake uppercases them, so it would resolve it as FOO. If it was quoted, it'd need to be treated as case-sensitive, and so any normalization would be prohibited in order to avoid "breaking" the identifier.

There are also dialects like Spark, which are case-insensitive even when quotes are present, and dialects like MySQL, whose resolution rules match those employed by the underlying operating system, for example they may always be case-sensitive in Linux.

Finally, the normalization behavior of some engines can even be controlled through flags, like in Redshift's case, where users can explicitly set enable_case_sensitive_identifier.

SQLGlot aims to understand and handle all of these different behaviors gracefully, so that it can analyze queries in the optimizer and successfully capture their semantics.

UNESCAPED_SEQUENCES: Dict[str, str] = {'\\a': '\x07', '\\b': '\x08', '\\f': '\x0c', '\\n': '\n', '\\r': '\r', '\\t': '\t', '\\v': '\x0b', '\\\\': '\\'}

Mapping of an escaped sequence (\n) to its unescaped version ( ).

tokenizer_class = <class 'BigQuery.Tokenizer'>
parser_class = <class 'BigQuery.Parser'>
generator_class = <class 'BigQuery.Generator'>
TIME_TRIE: Dict = {'%': {'D': {0: True}, 'E': {'6': {'S': {0: True}}}}}
FORMAT_TRIE: Dict = {'D': {'D': {0: True}}, 'M': {'M': {0: True}, 'O': {'N': {0: True, 'T': {'H': {0: True}}}}, 'I': {0: True}}, 'Y': {'Y': {'Y': {'Y': {0: True}}, 0: True}}, 'H': {'H': {0: True, '1': {'2': {0: True}}, '2': {'4': {0: True}}}}, 'S': {'S': {0: True, 'S': {'S': {'S': {0: True}}}}}, 'T': {'Z': {'H': {0: True}}}}
INVERSE_TIME_MAPPING: Dict[str, str] = {'%m/%d/%y': '%D', '%S.%f': '%E6S'}
INVERSE_TIME_TRIE: Dict = {'%': {'m': {'/': {'%': {'d': {'/': {'%': {'y': {0: True}}}}}}}, 'S': {'.': {'%': {'f': {0: True}}}}}}
ESCAPED_SEQUENCES: Dict[str, str] = {'\x07': '\\a', '\x08': '\\b', '\x0c': '\\f', '\n': '\\n', '\r': '\\r', '\t': '\\t', '\x0b': '\\v', '\\': '\\\\'}
QUOTE_START = "'"
QUOTE_END = "'"
IDENTIFIER_START = '`'
IDENTIFIER_END = '`'
BIT_START: Optional[str] = None
BIT_END: Optional[str] = None
HEX_START: Optional[str] = '0x'
HEX_END: Optional[str] = ''
BYTE_START: Optional[str] = "b'"
BYTE_END: Optional[str] = "'"
UNICODE_START: Optional[str] = None
UNICODE_END: Optional[str] = None
class BigQuery.Tokenizer(sqlglot.tokens.Tokenizer):
274    class Tokenizer(tokens.Tokenizer):
275        QUOTES = ["'", '"', '"""', "'''"]
276        COMMENTS = ["--", "#", ("/*", "*/")]
277        IDENTIFIERS = ["`"]
278        STRING_ESCAPES = ["\\"]
279
280        HEX_STRINGS = [("0x", ""), ("0X", "")]
281
282        BYTE_STRINGS = [
283            (prefix + q, q) for q in t.cast(t.List[str], QUOTES) for prefix in ("b", "B")
284        ]
285
286        RAW_STRINGS = [
287            (prefix + q, q) for q in t.cast(t.List[str], QUOTES) for prefix in ("r", "R")
288        ]
289
290        KEYWORDS = {
291            **tokens.Tokenizer.KEYWORDS,
292            "ANY TYPE": TokenType.VARIANT,
293            "BEGIN": TokenType.COMMAND,
294            "BEGIN TRANSACTION": TokenType.BEGIN,
295            "BYTES": TokenType.BINARY,
296            "CURRENT_DATETIME": TokenType.CURRENT_DATETIME,
297            "DATETIME": TokenType.TIMESTAMP,
298            "DECLARE": TokenType.COMMAND,
299            "ELSEIF": TokenType.COMMAND,
300            "EXCEPTION": TokenType.COMMAND,
301            "FLOAT64": TokenType.DOUBLE,
302            "FOR SYSTEM_TIME": TokenType.TIMESTAMP_SNAPSHOT,
303            "MODEL": TokenType.MODEL,
304            "NOT DETERMINISTIC": TokenType.VOLATILE,
305            "RECORD": TokenType.STRUCT,
306            "TIMESTAMP": TokenType.TIMESTAMPTZ,
307        }
308        KEYWORDS.pop("DIV")
309        KEYWORDS.pop("VALUES")
QUOTES = ["'", '"', '"""', "'''"]
COMMENTS = ['--', '#', ('/*', '*/')]
IDENTIFIERS = ['`']
STRING_ESCAPES = ['\\']
HEX_STRINGS = [('0x', ''), ('0X', '')]
BYTE_STRINGS = [("b'", "'"), ("B'", "'"), ('b"', '"'), ('B"', '"'), ('b"""', '"""'), ('B"""', '"""'), ("b'''", "'''"), ("B'''", "'''")]
RAW_STRINGS = [("r'", "'"), ("R'", "'"), ('r"', '"'), ('R"', '"'), ('r"""', '"""'), ('R"""', '"""'), ("r'''", "'''"), ("R'''", "'''")]
KEYWORDS = {'{%': <TokenType.BLOCK_START: 'BLOCK_START'>, '{%+': <TokenType.BLOCK_START: 'BLOCK_START'>, '{%-': <TokenType.BLOCK_START: 'BLOCK_START'>, '%}': <TokenType.BLOCK_END: 'BLOCK_END'>, '+%}': <TokenType.BLOCK_END: 'BLOCK_END'>, '-%}': <TokenType.BLOCK_END: 'BLOCK_END'>, '{{+': <TokenType.BLOCK_START: 'BLOCK_START'>, '{{-': <TokenType.BLOCK_START: 'BLOCK_START'>, '+}}': <TokenType.BLOCK_END: 'BLOCK_END'>, '-}}': <TokenType.BLOCK_END: 'BLOCK_END'>, '/*+': <TokenType.HINT: 'HINT'>, '==': <TokenType.EQ: 'EQ'>, '::': <TokenType.DCOLON: 'DCOLON'>, '||': <TokenType.DPIPE: 'DPIPE'>, '>=': <TokenType.GTE: 'GTE'>, '<=': <TokenType.LTE: 'LTE'>, '<>': <TokenType.NEQ: 'NEQ'>, '!=': <TokenType.NEQ: 'NEQ'>, ':=': <TokenType.COLON_EQ: 'COLON_EQ'>, '<=>': <TokenType.NULLSAFE_EQ: 'NULLSAFE_EQ'>, '->': <TokenType.ARROW: 'ARROW'>, '->>': <TokenType.DARROW: 'DARROW'>, '=>': <TokenType.FARROW: 'FARROW'>, '#>': <TokenType.HASH_ARROW: 'HASH_ARROW'>, '#>>': <TokenType.DHASH_ARROW: 'DHASH_ARROW'>, '<->': <TokenType.LR_ARROW: 'LR_ARROW'>, '&&': <TokenType.DAMP: 'DAMP'>, '??': <TokenType.DQMARK: 'DQMARK'>, 'ALL': <TokenType.ALL: 'ALL'>, 'ALWAYS': <TokenType.ALWAYS: 'ALWAYS'>, 'AND': <TokenType.AND: 'AND'>, 'ANTI': <TokenType.ANTI: 'ANTI'>, 'ANY': <TokenType.ANY: 'ANY'>, 'ASC': <TokenType.ASC: 'ASC'>, 'AS': <TokenType.ALIAS: 'ALIAS'>, 'ASOF': <TokenType.ASOF: 'ASOF'>, 'AUTOINCREMENT': <TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>, 'AUTO_INCREMENT': <TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>, 'BEGIN': <TokenType.COMMAND: 'COMMAND'>, 'BETWEEN': <TokenType.BETWEEN: 'BETWEEN'>, 'CACHE': <TokenType.CACHE: 'CACHE'>, 'UNCACHE': <TokenType.UNCACHE: 'UNCACHE'>, 'CASE': <TokenType.CASE: 'CASE'>, 'CHARACTER SET': <TokenType.CHARACTER_SET: 'CHARACTER_SET'>, 'CLUSTER BY': <TokenType.CLUSTER_BY: 'CLUSTER_BY'>, 'COLLATE': <TokenType.COLLATE: 'COLLATE'>, 'COLUMN': <TokenType.COLUMN: 'COLUMN'>, 'COMMIT': <TokenType.COMMIT: 'COMMIT'>, 'CONNECT BY': <TokenType.CONNECT_BY: 'CONNECT_BY'>, 'CONSTRAINT': <TokenType.CONSTRAINT: 'CONSTRAINT'>, 'COPY': <TokenType.COPY: 'COPY'>, 'CREATE': <TokenType.CREATE: 'CREATE'>, 'CROSS': <TokenType.CROSS: 'CROSS'>, 'CUBE': <TokenType.CUBE: 'CUBE'>, 'CURRENT_DATE': <TokenType.CURRENT_DATE: 'CURRENT_DATE'>, 'CURRENT_TIME': <TokenType.CURRENT_TIME: 'CURRENT_TIME'>, 'CURRENT_TIMESTAMP': <TokenType.CURRENT_TIMESTAMP: 'CURRENT_TIMESTAMP'>, 'CURRENT_USER': <TokenType.CURRENT_USER: 'CURRENT_USER'>, 'DATABASE': <TokenType.DATABASE: 'DATABASE'>, 'DEFAULT': <TokenType.DEFAULT: 'DEFAULT'>, 'DELETE': <TokenType.DELETE: 'DELETE'>, 'DESC': <TokenType.DESC: 'DESC'>, 'DESCRIBE': <TokenType.DESCRIBE: 'DESCRIBE'>, 'DISTINCT': <TokenType.DISTINCT: 'DISTINCT'>, 'DISTRIBUTE BY': <TokenType.DISTRIBUTE_BY: 'DISTRIBUTE_BY'>, 'DROP': <TokenType.DROP: 'DROP'>, 'ELSE': <TokenType.ELSE: 'ELSE'>, 'END': <TokenType.END: 'END'>, 'ENUM': <TokenType.ENUM: 'ENUM'>, 'ESCAPE': <TokenType.ESCAPE: 'ESCAPE'>, 'EXCEPT': <TokenType.EXCEPT: 'EXCEPT'>, 'EXECUTE': <TokenType.EXECUTE: 'EXECUTE'>, 'EXISTS': <TokenType.EXISTS: 'EXISTS'>, 'FALSE': <TokenType.FALSE: 'FALSE'>, 'FETCH': <TokenType.FETCH: 'FETCH'>, 'FILTER': <TokenType.FILTER: 'FILTER'>, 'FIRST': <TokenType.FIRST: 'FIRST'>, 'FULL': <TokenType.FULL: 'FULL'>, 'FUNCTION': <TokenType.FUNCTION: 'FUNCTION'>, 'FOR': <TokenType.FOR: 'FOR'>, 'FOREIGN KEY': <TokenType.FOREIGN_KEY: 'FOREIGN_KEY'>, 'FORMAT': <TokenType.FORMAT: 'FORMAT'>, 'FROM': <TokenType.FROM: 'FROM'>, 'GEOGRAPHY': <TokenType.GEOGRAPHY: 'GEOGRAPHY'>, 'GEOMETRY': <TokenType.GEOMETRY: 'GEOMETRY'>, 'GLOB': <TokenType.GLOB: 'GLOB'>, 'GROUP BY': <TokenType.GROUP_BY: 'GROUP_BY'>, 'GROUPING SETS': <TokenType.GROUPING_SETS: 'GROUPING_SETS'>, 'HAVING': <TokenType.HAVING: 'HAVING'>, 'ILIKE': <TokenType.ILIKE: 'ILIKE'>, 'IN': <TokenType.IN: 'IN'>, 'INDEX': <TokenType.INDEX: 'INDEX'>, 'INET': <TokenType.INET: 'INET'>, 'INNER': <TokenType.INNER: 'INNER'>, 'INSERT': <TokenType.INSERT: 'INSERT'>, 'INTERVAL': <TokenType.INTERVAL: 'INTERVAL'>, 'INTERSECT': <TokenType.INTERSECT: 'INTERSECT'>, 'INTO': <TokenType.INTO: 'INTO'>, 'IS': <TokenType.IS: 'IS'>, 'ISNULL': <TokenType.ISNULL: 'ISNULL'>, 'JOIN': <TokenType.JOIN: 'JOIN'>, 'KEEP': <TokenType.KEEP: 'KEEP'>, 'KILL': <TokenType.KILL: 'KILL'>, 'LATERAL': <TokenType.LATERAL: 'LATERAL'>, 'LEFT': <TokenType.LEFT: 'LEFT'>, 'LIKE': <TokenType.LIKE: 'LIKE'>, 'LIMIT': <TokenType.LIMIT: 'LIMIT'>, 'LOAD': <TokenType.LOAD: 'LOAD'>, 'LOCK': <TokenType.LOCK: 'LOCK'>, 'MERGE': <TokenType.MERGE: 'MERGE'>, 'NATURAL': <TokenType.NATURAL: 'NATURAL'>, 'NEXT': <TokenType.NEXT: 'NEXT'>, 'NOT': <TokenType.NOT: 'NOT'>, 'NOTNULL': <TokenType.NOTNULL: 'NOTNULL'>, 'NULL': <TokenType.NULL: 'NULL'>, 'OBJECT': <TokenType.OBJECT: 'OBJECT'>, 'OFFSET': <TokenType.OFFSET: 'OFFSET'>, 'ON': <TokenType.ON: 'ON'>, 'OR': <TokenType.OR: 'OR'>, 'XOR': <TokenType.XOR: 'XOR'>, 'ORDER BY': <TokenType.ORDER_BY: 'ORDER_BY'>, 'ORDINALITY': <TokenType.ORDINALITY: 'ORDINALITY'>, 'OUTER': <TokenType.OUTER: 'OUTER'>, 'OVER': <TokenType.OVER: 'OVER'>, 'OVERLAPS': <TokenType.OVERLAPS: 'OVERLAPS'>, 'OVERWRITE': <TokenType.OVERWRITE: 'OVERWRITE'>, 'PARTITION': <TokenType.PARTITION: 'PARTITION'>, 'PARTITION BY': <TokenType.PARTITION_BY: 'PARTITION_BY'>, 'PARTITIONED BY': <TokenType.PARTITION_BY: 'PARTITION_BY'>, 'PARTITIONED_BY': <TokenType.PARTITION_BY: 'PARTITION_BY'>, 'PERCENT': <TokenType.PERCENT: 'PERCENT'>, 'PIVOT': <TokenType.PIVOT: 'PIVOT'>, 'PRAGMA': <TokenType.PRAGMA: 'PRAGMA'>, 'PRIMARY KEY': <TokenType.PRIMARY_KEY: 'PRIMARY_KEY'>, 'PROCEDURE': <TokenType.PROCEDURE: 'PROCEDURE'>, 'QUALIFY': <TokenType.QUALIFY: 'QUALIFY'>, 'RANGE': <TokenType.RANGE: 'RANGE'>, 'RECURSIVE': <TokenType.RECURSIVE: 'RECURSIVE'>, 'REGEXP': <TokenType.RLIKE: 'RLIKE'>, 'REPLACE': <TokenType.REPLACE: 'REPLACE'>, 'RETURNING': <TokenType.RETURNING: 'RETURNING'>, 'REFERENCES': <TokenType.REFERENCES: 'REFERENCES'>, 'RIGHT': <TokenType.RIGHT: 'RIGHT'>, 'RLIKE': <TokenType.RLIKE: 'RLIKE'>, 'ROLLBACK': <TokenType.ROLLBACK: 'ROLLBACK'>, 'ROLLUP': <TokenType.ROLLUP: 'ROLLUP'>, 'ROW': <TokenType.ROW: 'ROW'>, 'ROWS': <TokenType.ROWS: 'ROWS'>, 'SCHEMA': <TokenType.SCHEMA: 'SCHEMA'>, 'SELECT': <TokenType.SELECT: 'SELECT'>, 'SEMI': <TokenType.SEMI: 'SEMI'>, 'SET': <TokenType.SET: 'SET'>, 'SETTINGS': <TokenType.SETTINGS: 'SETTINGS'>, 'SHOW': <TokenType.SHOW: 'SHOW'>, 'SIMILAR TO': <TokenType.SIMILAR_TO: 'SIMILAR_TO'>, 'SOME': <TokenType.SOME: 'SOME'>, 'SORT BY': <TokenType.SORT_BY: 'SORT_BY'>, 'START WITH': <TokenType.START_WITH: 'START_WITH'>, 'TABLE': <TokenType.TABLE: 'TABLE'>, 'TABLESAMPLE': <TokenType.TABLE_SAMPLE: 'TABLE_SAMPLE'>, 'TEMP': <TokenType.TEMPORARY: 'TEMPORARY'>, 'TEMPORARY': <TokenType.TEMPORARY: 'TEMPORARY'>, 'THEN': <TokenType.THEN: 'THEN'>, 'TRUE': <TokenType.TRUE: 'TRUE'>, 'TRUNCATE': <TokenType.TRUNCATE: 'TRUNCATE'>, 'UNION': <TokenType.UNION: 'UNION'>, 'UNKNOWN': <TokenType.UNKNOWN: 'UNKNOWN'>, 'UNNEST': <TokenType.UNNEST: 'UNNEST'>, 'UNPIVOT': <TokenType.UNPIVOT: 'UNPIVOT'>, 'UPDATE': <TokenType.UPDATE: 'UPDATE'>, 'USE': <TokenType.USE: 'USE'>, 'USING': <TokenType.USING: 'USING'>, 'UUID': <TokenType.UUID: 'UUID'>, 'VIEW': <TokenType.VIEW: 'VIEW'>, 'VOLATILE': <TokenType.VOLATILE: 'VOLATILE'>, 'WHEN': <TokenType.WHEN: 'WHEN'>, 'WHERE': <TokenType.WHERE: 'WHERE'>, 'WINDOW': <TokenType.WINDOW: 'WINDOW'>, 'WITH': <TokenType.WITH: 'WITH'>, 'APPLY': <TokenType.APPLY: 'APPLY'>, 'ARRAY': <TokenType.ARRAY: 'ARRAY'>, 'BIT': <TokenType.BIT: 'BIT'>, 'BOOL': <TokenType.BOOLEAN: 'BOOLEAN'>, 'BOOLEAN': <TokenType.BOOLEAN: 'BOOLEAN'>, 'BYTE': <TokenType.TINYINT: 'TINYINT'>, 'MEDIUMINT': <TokenType.MEDIUMINT: 'MEDIUMINT'>, 'INT1': <TokenType.TINYINT: 'TINYINT'>, 'TINYINT': <TokenType.TINYINT: 'TINYINT'>, 'INT16': <TokenType.SMALLINT: 'SMALLINT'>, 'SHORT': <TokenType.SMALLINT: 'SMALLINT'>, 'SMALLINT': <TokenType.SMALLINT: 'SMALLINT'>, 'INT128': <TokenType.INT128: 'INT128'>, 'HUGEINT': <TokenType.INT128: 'INT128'>, 'INT2': <TokenType.SMALLINT: 'SMALLINT'>, 'INTEGER': <TokenType.INT: 'INT'>, 'INT': <TokenType.INT: 'INT'>, 'INT4': <TokenType.INT: 'INT'>, 'INT32': <TokenType.INT: 'INT'>, 'INT64': <TokenType.BIGINT: 'BIGINT'>, 'LONG': <TokenType.BIGINT: 'BIGINT'>, 'BIGINT': <TokenType.BIGINT: 'BIGINT'>, 'INT8': <TokenType.TINYINT: 'TINYINT'>, 'UINT': <TokenType.UINT: 'UINT'>, 'DEC': <TokenType.DECIMAL: 'DECIMAL'>, 'DECIMAL': <TokenType.DECIMAL: 'DECIMAL'>, 'BIGDECIMAL': <TokenType.BIGDECIMAL: 'BIGDECIMAL'>, 'BIGNUMERIC': <TokenType.BIGDECIMAL: 'BIGDECIMAL'>, 'LIST': <TokenType.LIST: 'LIST'>, 'MAP': <TokenType.MAP: 'MAP'>, 'NULLABLE': <TokenType.NULLABLE: 'NULLABLE'>, 'NUMBER': <TokenType.DECIMAL: 'DECIMAL'>, 'NUMERIC': <TokenType.DECIMAL: 'DECIMAL'>, 'FIXED': <TokenType.DECIMAL: 'DECIMAL'>, 'REAL': <TokenType.FLOAT: 'FLOAT'>, 'FLOAT': <TokenType.FLOAT: 'FLOAT'>, 'FLOAT4': <TokenType.FLOAT: 'FLOAT'>, 'FLOAT8': <TokenType.DOUBLE: 'DOUBLE'>, 'DOUBLE': <TokenType.DOUBLE: 'DOUBLE'>, 'DOUBLE PRECISION': <TokenType.DOUBLE: 'DOUBLE'>, 'JSON': <TokenType.JSON: 'JSON'>, 'JSONB': <TokenType.JSONB: 'JSONB'>, 'CHAR': <TokenType.CHAR: 'CHAR'>, 'CHARACTER': <TokenType.CHAR: 'CHAR'>, 'NCHAR': <TokenType.NCHAR: 'NCHAR'>, 'VARCHAR': <TokenType.VARCHAR: 'VARCHAR'>, 'VARCHAR2': <TokenType.VARCHAR: 'VARCHAR'>, 'NVARCHAR': <TokenType.NVARCHAR: 'NVARCHAR'>, 'NVARCHAR2': <TokenType.NVARCHAR: 'NVARCHAR'>, 'BPCHAR': <TokenType.BPCHAR: 'BPCHAR'>, 'STR': <TokenType.TEXT: 'TEXT'>, 'STRING': <TokenType.TEXT: 'TEXT'>, 'TEXT': <TokenType.TEXT: 'TEXT'>, 'LONGTEXT': <TokenType.LONGTEXT: 'LONGTEXT'>, 'MEDIUMTEXT': <TokenType.MEDIUMTEXT: 'MEDIUMTEXT'>, 'TINYTEXT': <TokenType.TINYTEXT: 'TINYTEXT'>, 'CLOB': <TokenType.TEXT: 'TEXT'>, 'LONGVARCHAR': <TokenType.TEXT: 'TEXT'>, 'BINARY': <TokenType.BINARY: 'BINARY'>, 'BLOB': <TokenType.VARBINARY: 'VARBINARY'>, 'LONGBLOB': <TokenType.LONGBLOB: 'LONGBLOB'>, 'MEDIUMBLOB': <TokenType.MEDIUMBLOB: 'MEDIUMBLOB'>, 'TINYBLOB': <TokenType.TINYBLOB: 'TINYBLOB'>, 'BYTEA': <TokenType.VARBINARY: 'VARBINARY'>, 'VARBINARY': <TokenType.VARBINARY: 'VARBINARY'>, 'TIME': <TokenType.TIME: 'TIME'>, 'TIMETZ': <TokenType.TIMETZ: 'TIMETZ'>, 'TIMESTAMP': <TokenType.TIMESTAMPTZ: 'TIMESTAMPTZ'>, 'TIMESTAMPTZ': <TokenType.TIMESTAMPTZ: 'TIMESTAMPTZ'>, 'TIMESTAMPLTZ': <TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, 'TIMESTAMP_LTZ': <TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, 'TIMESTAMPNTZ': <TokenType.TIMESTAMPNTZ: 'TIMESTAMPNTZ'>, 'TIMESTAMP_NTZ': <TokenType.TIMESTAMPNTZ: 'TIMESTAMPNTZ'>, 'DATE': <TokenType.DATE: 'DATE'>, 'DATETIME': <TokenType.TIMESTAMP: 'TIMESTAMP'>, 'INT4RANGE': <TokenType.INT4RANGE: 'INT4RANGE'>, 'INT4MULTIRANGE': <TokenType.INT4MULTIRANGE: 'INT4MULTIRANGE'>, 'INT8RANGE': <TokenType.INT8RANGE: 'INT8RANGE'>, 'INT8MULTIRANGE': <TokenType.INT8MULTIRANGE: 'INT8MULTIRANGE'>, 'NUMRANGE': <TokenType.NUMRANGE: 'NUMRANGE'>, 'NUMMULTIRANGE': <TokenType.NUMMULTIRANGE: 'NUMMULTIRANGE'>, 'TSRANGE': <TokenType.TSRANGE: 'TSRANGE'>, 'TSMULTIRANGE': <TokenType.TSMULTIRANGE: 'TSMULTIRANGE'>, 'TSTZRANGE': <TokenType.TSTZRANGE: 'TSTZRANGE'>, 'TSTZMULTIRANGE': <TokenType.TSTZMULTIRANGE: 'TSTZMULTIRANGE'>, 'DATERANGE': <TokenType.DATERANGE: 'DATERANGE'>, 'DATEMULTIRANGE': <TokenType.DATEMULTIRANGE: 'DATEMULTIRANGE'>, 'UNIQUE': <TokenType.UNIQUE: 'UNIQUE'>, 'STRUCT': <TokenType.STRUCT: 'STRUCT'>, 'SEQUENCE': <TokenType.SEQUENCE: 'SEQUENCE'>, 'VARIANT': <TokenType.VARIANT: 'VARIANT'>, 'ALTER': <TokenType.ALTER: 'ALTER'>, 'ANALYZE': <TokenType.COMMAND: 'COMMAND'>, 'CALL': <TokenType.COMMAND: 'COMMAND'>, 'COMMENT': <TokenType.COMMENT: 'COMMENT'>, 'EXPLAIN': <TokenType.COMMAND: 'COMMAND'>, 'GRANT': <TokenType.COMMAND: 'COMMAND'>, 'OPTIMIZE': <TokenType.COMMAND: 'COMMAND'>, 'PREPARE': <TokenType.COMMAND: 'COMMAND'>, 'VACUUM': <TokenType.COMMAND: 'COMMAND'>, 'USER-DEFINED': <TokenType.USERDEFINED: 'USERDEFINED'>, 'FOR VERSION': <TokenType.VERSION_SNAPSHOT: 'VERSION_SNAPSHOT'>, 'FOR TIMESTAMP': <TokenType.TIMESTAMP_SNAPSHOT: 'TIMESTAMP_SNAPSHOT'>, 'ANY TYPE': <TokenType.VARIANT: 'VARIANT'>, 'BEGIN TRANSACTION': <TokenType.BEGIN: 'BEGIN'>, 'BYTES': <TokenType.BINARY: 'BINARY'>, 'CURRENT_DATETIME': <TokenType.CURRENT_DATETIME: 'CURRENT_DATETIME'>, 'DECLARE': <TokenType.COMMAND: 'COMMAND'>, 'ELSEIF': <TokenType.COMMAND: 'COMMAND'>, 'EXCEPTION': <TokenType.COMMAND: 'COMMAND'>, 'FLOAT64': <TokenType.DOUBLE: 'DOUBLE'>, 'FOR SYSTEM_TIME': <TokenType.TIMESTAMP_SNAPSHOT: 'TIMESTAMP_SNAPSHOT'>, 'MODEL': <TokenType.MODEL: 'MODEL'>, 'NOT DETERMINISTIC': <TokenType.VOLATILE: 'VOLATILE'>, 'RECORD': <TokenType.STRUCT: 'STRUCT'>}
class BigQuery.Parser(sqlglot.parser.Parser):
311    class Parser(parser.Parser):
312        PREFIXED_PIVOT_COLUMNS = True
313        LOG_DEFAULTS_TO_LN = True
314        SUPPORTS_IMPLICIT_UNNEST = True
315
316        FUNCTIONS = {
317            **parser.Parser.FUNCTIONS,
318            "DATE": _build_date,
319            "DATE_ADD": build_date_delta_with_interval(exp.DateAdd),
320            "DATE_SUB": build_date_delta_with_interval(exp.DateSub),
321            "DATE_TRUNC": lambda args: exp.DateTrunc(
322                unit=exp.Literal.string(str(seq_get(args, 1))),
323                this=seq_get(args, 0),
324            ),
325            "DATETIME_ADD": build_date_delta_with_interval(exp.DatetimeAdd),
326            "DATETIME_SUB": build_date_delta_with_interval(exp.DatetimeSub),
327            "DIV": binary_from_function(exp.IntDiv),
328            "FORMAT_DATE": lambda args: exp.TimeToStr(
329                this=exp.TsOrDsToDate(this=seq_get(args, 1)), format=seq_get(args, 0)
330            ),
331            "GENERATE_ARRAY": exp.GenerateSeries.from_arg_list,
332            "JSON_EXTRACT_SCALAR": lambda args: exp.JSONExtractScalar(
333                this=seq_get(args, 0), expression=seq_get(args, 1) or exp.Literal.string("$")
334            ),
335            "MD5": exp.MD5Digest.from_arg_list,
336            "TO_HEX": _build_to_hex,
337            "PARSE_DATE": lambda args: build_formatted_time(exp.StrToDate, "bigquery")(
338                [seq_get(args, 1), seq_get(args, 0)]
339            ),
340            "PARSE_TIMESTAMP": _build_parse_timestamp,
341            "REGEXP_CONTAINS": exp.RegexpLike.from_arg_list,
342            "REGEXP_EXTRACT": lambda args: exp.RegexpExtract(
343                this=seq_get(args, 0),
344                expression=seq_get(args, 1),
345                position=seq_get(args, 2),
346                occurrence=seq_get(args, 3),
347                group=exp.Literal.number(1) if re.compile(args[1].name).groups == 1 else None,
348            ),
349            "SHA256": lambda args: exp.SHA2(this=seq_get(args, 0), length=exp.Literal.number(256)),
350            "SHA512": lambda args: exp.SHA2(this=seq_get(args, 0), length=exp.Literal.number(512)),
351            "SPLIT": lambda args: exp.Split(
352                # https://cloud.google.com/bigquery/docs/reference/standard-sql/string_functions#split
353                this=seq_get(args, 0),
354                expression=seq_get(args, 1) or exp.Literal.string(","),
355            ),
356            "TIME": _build_time,
357            "TIME_ADD": build_date_delta_with_interval(exp.TimeAdd),
358            "TIME_SUB": build_date_delta_with_interval(exp.TimeSub),
359            "TIMESTAMP": _build_timestamp,
360            "TIMESTAMP_ADD": build_date_delta_with_interval(exp.TimestampAdd),
361            "TIMESTAMP_SUB": build_date_delta_with_interval(exp.TimestampSub),
362            "TIMESTAMP_MICROS": lambda args: exp.UnixToTime(
363                this=seq_get(args, 0), scale=exp.UnixToTime.MICROS
364            ),
365            "TIMESTAMP_MILLIS": lambda args: exp.UnixToTime(
366                this=seq_get(args, 0), scale=exp.UnixToTime.MILLIS
367            ),
368            "TIMESTAMP_SECONDS": lambda args: exp.UnixToTime(this=seq_get(args, 0)),
369            "TO_JSON_STRING": exp.JSONFormat.from_arg_list,
370        }
371
372        FUNCTION_PARSERS = {
373            **parser.Parser.FUNCTION_PARSERS,
374            "ARRAY": lambda self: self.expression(exp.Array, expressions=[self._parse_statement()]),
375        }
376        FUNCTION_PARSERS.pop("TRIM")
377
378        NO_PAREN_FUNCTIONS = {
379            **parser.Parser.NO_PAREN_FUNCTIONS,
380            TokenType.CURRENT_DATETIME: exp.CurrentDatetime,
381        }
382
383        NESTED_TYPE_TOKENS = {
384            *parser.Parser.NESTED_TYPE_TOKENS,
385            TokenType.TABLE,
386        }
387
388        PROPERTY_PARSERS = {
389            **parser.Parser.PROPERTY_PARSERS,
390            "NOT DETERMINISTIC": lambda self: self.expression(
391                exp.StabilityProperty, this=exp.Literal.string("VOLATILE")
392            ),
393            "OPTIONS": lambda self: self._parse_with_property(),
394        }
395
396        CONSTRAINT_PARSERS = {
397            **parser.Parser.CONSTRAINT_PARSERS,
398            "OPTIONS": lambda self: exp.Properties(expressions=self._parse_with_property()),
399        }
400
401        RANGE_PARSERS = parser.Parser.RANGE_PARSERS.copy()
402        RANGE_PARSERS.pop(TokenType.OVERLAPS)
403
404        NULL_TOKENS = {TokenType.NULL, TokenType.UNKNOWN}
405
406        STATEMENT_PARSERS = {
407            **parser.Parser.STATEMENT_PARSERS,
408            TokenType.ELSE: lambda self: self._parse_as_command(self._prev),
409            TokenType.END: lambda self: self._parse_as_command(self._prev),
410            TokenType.FOR: lambda self: self._parse_for_in(),
411        }
412
413        BRACKET_OFFSETS = {
414            "OFFSET": (0, False),
415            "ORDINAL": (1, False),
416            "SAFE_OFFSET": (0, True),
417            "SAFE_ORDINAL": (1, True),
418        }
419
420        def _parse_for_in(self) -> exp.ForIn:
421            this = self._parse_range()
422            self._match_text_seq("DO")
423            return self.expression(exp.ForIn, this=this, expression=self._parse_statement())
424
425        def _parse_table_part(self, schema: bool = False) -> t.Optional[exp.Expression]:
426            this = super()._parse_table_part(schema=schema) or self._parse_number()
427
428            # https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#table_names
429            if isinstance(this, exp.Identifier):
430                table_name = this.name
431                while self._match(TokenType.DASH, advance=False) and self._next:
432                    text = ""
433                    while self._curr and self._curr.token_type != TokenType.DOT:
434                        self._advance()
435                        text += self._prev.text
436                    table_name += text
437
438                this = exp.Identifier(this=table_name, quoted=this.args.get("quoted"))
439            elif isinstance(this, exp.Literal):
440                table_name = this.name
441
442                if self._is_connected() and self._parse_var(any_token=True):
443                    table_name += self._prev.text
444
445                this = exp.Identifier(this=table_name, quoted=True)
446
447            return this
448
449        def _parse_table_parts(
450            self, schema: bool = False, is_db_reference: bool = False, wildcard: bool = False
451        ) -> exp.Table:
452            table = super()._parse_table_parts(
453                schema=schema, is_db_reference=is_db_reference, wildcard=True
454            )
455
456            # proj-1.db.tbl -- `1.` is tokenized as a float so we need to unravel it here
457            if not table.catalog:
458                if table.db:
459                    parts = table.db.split(".")
460                    if len(parts) == 2 and not table.args["db"].quoted:
461                        table.set("catalog", exp.Identifier(this=parts[0]))
462                        table.set("db", exp.Identifier(this=parts[1]))
463                else:
464                    parts = table.name.split(".")
465                    if len(parts) == 2 and not table.this.quoted:
466                        table.set("db", exp.Identifier(this=parts[0]))
467                        table.set("this", exp.Identifier(this=parts[1]))
468
469            if any("." in p.name for p in table.parts):
470                catalog, db, this, *rest = (
471                    exp.to_identifier(p, quoted=True)
472                    for p in split_num_words(".".join(p.name for p in table.parts), ".", 3)
473                )
474
475                if rest and this:
476                    this = exp.Dot.build([this, *rest])  # type: ignore
477
478                table = exp.Table(
479                    this=this, db=db, catalog=catalog, pivots=table.args.get("pivots")
480                )
481                table.meta["quoted_table"] = True
482
483            return table
484
485        def _parse_column(self) -> t.Optional[exp.Expression]:
486            column = super()._parse_column()
487            if isinstance(column, exp.Column):
488                parts = column.parts
489                if any("." in p.name for p in parts):
490                    catalog, db, table, this, *rest = (
491                        exp.to_identifier(p, quoted=True)
492                        for p in split_num_words(".".join(p.name for p in parts), ".", 4)
493                    )
494
495                    if rest and this:
496                        this = exp.Dot.build([this, *rest])  # type: ignore
497
498                    column = exp.Column(this=this, table=table, db=db, catalog=catalog)
499                    column.meta["quoted_column"] = True
500
501            return column
502
503        @t.overload
504        def _parse_json_object(self, agg: Lit[False]) -> exp.JSONObject: ...
505
506        @t.overload
507        def _parse_json_object(self, agg: Lit[True]) -> exp.JSONObjectAgg: ...
508
509        def _parse_json_object(self, agg=False):
510            json_object = super()._parse_json_object()
511            array_kv_pair = seq_get(json_object.expressions, 0)
512
513            # Converts BQ's "signature 2" of JSON_OBJECT into SQLGlot's canonical representation
514            # https://cloud.google.com/bigquery/docs/reference/standard-sql/json_functions#json_object_signature2
515            if (
516                array_kv_pair
517                and isinstance(array_kv_pair.this, exp.Array)
518                and isinstance(array_kv_pair.expression, exp.Array)
519            ):
520                keys = array_kv_pair.this.expressions
521                values = array_kv_pair.expression.expressions
522
523                json_object.set(
524                    "expressions",
525                    [exp.JSONKeyValue(this=k, expression=v) for k, v in zip(keys, values)],
526                )
527
528            return json_object
529
530        def _parse_bracket(
531            self, this: t.Optional[exp.Expression] = None
532        ) -> t.Optional[exp.Expression]:
533            bracket = super()._parse_bracket(this)
534
535            if this is bracket:
536                return bracket
537
538            if isinstance(bracket, exp.Bracket):
539                for expression in bracket.expressions:
540                    name = expression.name.upper()
541
542                    if name not in self.BRACKET_OFFSETS:
543                        break
544
545                    offset, safe = self.BRACKET_OFFSETS[name]
546                    bracket.set("offset", offset)
547                    bracket.set("safe", safe)
548                    expression.replace(expression.expressions[0])
549
550            return bracket

Parser consumes a list of tokens produced by the Tokenizer and produces a parsed syntax tree.

Arguments:
  • error_level: The desired error level. Default: ErrorLevel.IMMEDIATE
  • error_message_context: The amount of context to capture from a query string when displaying the error message (in number of characters). Default: 100
  • max_errors: Maximum number of error messages to include in a raised ParseError. This is only relevant if error_level is ErrorLevel.RAISE. Default: 3
PREFIXED_PIVOT_COLUMNS = True
LOG_DEFAULTS_TO_LN = True
SUPPORTS_IMPLICIT_UNNEST = True
FUNCTIONS = {'ABS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Abs'>>, 'ADD_MONTHS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.AddMonths'>>, 'ANONYMOUS_AGG_FUNC': <bound method Func.from_arg_list of <class 'sqlglot.expressions.AnonymousAggFunc'>>, 'ANY_VALUE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.AnyValue'>>, 'APPROX_DISTINCT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ApproxDistinct'>>, 'APPROX_COUNT_DISTINCT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ApproxDistinct'>>, 'APPROX_QUANTILE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ApproxQuantile'>>, 'APPROX_TOP_K': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ApproxTopK'>>, 'ARG_MAX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArgMax'>>, 'ARGMAX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArgMax'>>, 'MAX_BY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArgMax'>>, 'ARG_MIN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArgMin'>>, 'ARGMIN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArgMin'>>, 'MIN_BY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArgMin'>>, 'ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Array'>>, 'ARRAY_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayAgg'>>, 'ARRAY_ALL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayAll'>>, 'ARRAY_ANY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayAny'>>, 'ARRAY_CONCAT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayConcat'>>, 'ARRAY_CAT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayConcat'>>, 'ARRAY_CONSTRUCT_COMPACT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayConstructCompact'>>, 'ARRAY_CONTAINS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayContains'>>, 'ARRAY_HAS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayContains'>>, 'ARRAY_CONTAINS_ALL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayContainsAll'>>, 'ARRAY_HAS_ALL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayContainsAll'>>, 'FILTER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayFilter'>>, 'ARRAY_FILTER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayFilter'>>, 'ARRAY_OVERLAPS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayOverlaps'>>, 'ARRAY_SIZE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArraySize'>>, 'ARRAY_LENGTH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArraySize'>>, 'ARRAY_SORT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArraySort'>>, 'ARRAY_SUM': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArraySum'>>, 'ARRAY_TO_STRING': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayToString'>>, 'ARRAY_JOIN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayToString'>>, 'ARRAY_UNION_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayUnionAgg'>>, 'ARRAY_UNIQUE_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ArrayUniqueAgg'>>, 'AVG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Avg'>>, 'CASE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Case'>>, 'CAST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Cast'>>, 'CAST_TO_STR_TYPE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CastToStrType'>>, 'CBRT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Cbrt'>>, 'CEIL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Ceil'>>, 'CEILING': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Ceil'>>, 'CHR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Chr'>>, 'CHAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Chr'>>, 'COALESCE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Coalesce'>>, 'IFNULL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Coalesce'>>, 'NVL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Coalesce'>>, 'COLLATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Collate'>>, 'COMBINED_AGG_FUNC': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CombinedAggFunc'>>, 'COMBINED_PARAMETERIZED_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CombinedParameterizedAgg'>>, 'CONCAT': <function Parser.<lambda>>, 'CONCAT_WS': <function Parser.<lambda>>, 'CONNECT_BY_ROOT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ConnectByRoot'>>, 'CONVERT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Convert'>>, 'CORR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Corr'>>, 'COUNT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Count'>>, 'COUNT_IF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CountIf'>>, 'COUNTIF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CountIf'>>, 'COVAR_POP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CovarPop'>>, 'COVAR_SAMP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CovarSamp'>>, 'CURRENT_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CurrentDate'>>, 'CURRENT_DATETIME': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CurrentDatetime'>>, 'CURRENT_TIME': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CurrentTime'>>, 'CURRENT_TIMESTAMP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CurrentTimestamp'>>, 'CURRENT_USER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.CurrentUser'>>, 'DATE': <function _build_date>, 'DATE_ADD': <function build_date_delta_with_interval.<locals>._builder>, 'DATEDIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DateDiff'>>, 'DATE_DIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DateDiff'>>, 'DATE_FROM_PARTS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DateFromParts'>>, 'DATEFROMPARTS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DateFromParts'>>, 'DATE_STR_TO_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DateStrToDate'>>, 'DATE_SUB': <function build_date_delta_with_interval.<locals>._builder>, 'DATE_TO_DATE_STR': <function Parser.<lambda>>, 'DATE_TO_DI': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DateToDi'>>, 'DATE_TRUNC': <function BigQuery.Parser.<lambda>>, 'DATETIME_ADD': <function build_date_delta_with_interval.<locals>._builder>, 'DATETIME_DIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DatetimeDiff'>>, 'DATETIME_SUB': <function build_date_delta_with_interval.<locals>._builder>, 'DATETIME_TRUNC': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DatetimeTrunc'>>, 'DAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Day'>>, 'DAY_OF_MONTH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DayOfMonth'>>, 'DAYOFMONTH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DayOfMonth'>>, 'DAY_OF_WEEK': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DayOfWeek'>>, 'DAYOFWEEK': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DayOfWeek'>>, 'DAY_OF_YEAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DayOfYear'>>, 'DAYOFYEAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DayOfYear'>>, 'DECODE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Decode'>>, 'DI_TO_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.DiToDate'>>, 'ENCODE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Encode'>>, 'EXP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Exp'>>, 'EXPLODE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Explode'>>, 'EXPLODE_OUTER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ExplodeOuter'>>, 'EXTRACT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Extract'>>, 'FIRST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.First'>>, 'FIRST_VALUE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.FirstValue'>>, 'FLATTEN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Flatten'>>, 'FLOOR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Floor'>>, 'FROM_BASE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.FromBase'>>, 'FROM_BASE64': <bound method Func.from_arg_list of <class 'sqlglot.expressions.FromBase64'>>, 'GAP_FILL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.GapFill'>>, 'GENERATE_DATE_ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.GenerateDateArray'>>, 'GENERATE_SERIES': <bound method Func.from_arg_list of <class 'sqlglot.expressions.GenerateSeries'>>, 'GREATEST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Greatest'>>, 'GROUP_CONCAT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.GroupConcat'>>, 'HEX': <function build_hex>, 'HLL': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Hll'>>, 'IF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.If'>>, 'IIF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.If'>>, 'INITCAP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Initcap'>>, 'IS_INF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.IsInf'>>, 'ISINF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.IsInf'>>, 'IS_NAN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.IsNan'>>, 'ISNAN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.IsNan'>>, 'J_S_O_N_ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONArray'>>, 'J_S_O_N_ARRAY_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONArrayAgg'>>, 'JSON_ARRAY_CONTAINS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONArrayContains'>>, 'JSONB_EXTRACT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONBExtract'>>, 'JSONB_EXTRACT_SCALAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONBExtractScalar'>>, 'JSON_EXTRACT': <function build_extract_json_with_path.<locals>._builder>, 'JSON_EXTRACT_SCALAR': <function BigQuery.Parser.<lambda>>, 'JSON_FORMAT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONFormat'>>, 'J_S_O_N_OBJECT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONObject'>>, 'J_S_O_N_OBJECT_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONObjectAgg'>>, 'J_S_O_N_TABLE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONTable'>>, 'LAG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Lag'>>, 'LAST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Last'>>, 'LAST_DAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LastDay'>>, 'LAST_DAY_OF_MONTH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LastDay'>>, 'LAST_VALUE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LastValue'>>, 'LEAD': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Lead'>>, 'LEAST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Least'>>, 'LEFT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Left'>>, 'LENGTH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Length'>>, 'LEN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Length'>>, 'LEVENSHTEIN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Levenshtein'>>, 'LIST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.List'>>, 'LN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Ln'>>, 'LOG': <function build_logarithm>, 'LOGICAL_AND': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LogicalAnd'>>, 'BOOL_AND': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LogicalAnd'>>, 'BOOLAND_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LogicalAnd'>>, 'LOGICAL_OR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LogicalOr'>>, 'BOOL_OR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LogicalOr'>>, 'BOOLOR_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LogicalOr'>>, 'LOWER': <function build_lower>, 'LCASE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Lower'>>, 'LOWER_HEX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.LowerHex'>>, 'MD5': <bound method Func.from_arg_list of <class 'sqlglot.expressions.MD5Digest'>>, 'MD5_DIGEST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.MD5Digest'>>, 'MAP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Map'>>, 'MAP_FROM_ENTRIES': <bound method Func.from_arg_list of <class 'sqlglot.expressions.MapFromEntries'>>, 'MATCH_AGAINST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.MatchAgainst'>>, 'MAX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Max'>>, 'MIN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Min'>>, 'MONTH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Month'>>, 'MONTHS_BETWEEN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.MonthsBetween'>>, 'NEXT_VALUE_FOR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.NextValueFor'>>, 'NTH_VALUE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.NthValue'>>, 'NULLIF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Nullif'>>, 'NUMBER_TO_STR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.NumberToStr'>>, 'NVL2': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Nvl2'>>, 'OPEN_J_S_O_N': <bound method Func.from_arg_list of <class 'sqlglot.expressions.OpenJSON'>>, 'PARAMETERIZED_AGG': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ParameterizedAgg'>>, 'PARSE_JSON': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ParseJSON'>>, 'JSON_PARSE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ParseJSON'>>, 'PERCENTILE_CONT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.PercentileCont'>>, 'PERCENTILE_DISC': <bound method Func.from_arg_list of <class 'sqlglot.expressions.PercentileDisc'>>, 'POSEXPLODE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Posexplode'>>, 'POSEXPLODE_OUTER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.PosexplodeOuter'>>, 'POWER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Pow'>>, 'POW': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Pow'>>, 'PREDICT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Predict'>>, 'QUANTILE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Quantile'>>, 'QUARTER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Quarter'>>, 'RAND': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Rand'>>, 'RANDOM': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Rand'>>, 'RANDN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Randn'>>, 'RANGE_N': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RangeN'>>, 'READ_CSV': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ReadCSV'>>, 'REDUCE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Reduce'>>, 'REGEXP_EXTRACT': <function BigQuery.Parser.<lambda>>, 'REGEXP_I_LIKE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RegexpILike'>>, 'REGEXP_LIKE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RegexpLike'>>, 'REGEXP_REPLACE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RegexpReplace'>>, 'REGEXP_SPLIT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RegexpSplit'>>, 'REPEAT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Repeat'>>, 'RIGHT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Right'>>, 'ROUND': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Round'>>, 'ROW_NUMBER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RowNumber'>>, 'SHA': <bound method Func.from_arg_list of <class 'sqlglot.expressions.SHA'>>, 'SHA1': <bound method Func.from_arg_list of <class 'sqlglot.expressions.SHA'>>, 'SHA2': <bound method Func.from_arg_list of <class 'sqlglot.expressions.SHA2'>>, 'SAFE_DIVIDE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.SafeDivide'>>, 'SIGN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Sign'>>, 'SIGNUM': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Sign'>>, 'SORT_ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.SortArray'>>, 'SPLIT': <function BigQuery.Parser.<lambda>>, 'SQRT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Sqrt'>>, 'STANDARD_HASH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StandardHash'>>, 'STAR_MAP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StarMap'>>, 'STARTS_WITH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StartsWith'>>, 'STARTSWITH': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StartsWith'>>, 'STDDEV': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Stddev'>>, 'STDDEV_POP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StddevPop'>>, 'STDDEV_SAMP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StddevSamp'>>, 'STR_POSITION': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StrPosition'>>, 'STR_TO_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StrToDate'>>, 'STR_TO_MAP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StrToMap'>>, 'STR_TO_TIME': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StrToTime'>>, 'STR_TO_UNIX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StrToUnix'>>, 'STRING_TO_ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StringToArray'>>, 'SPLIT_BY_STRING': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StringToArray'>>, 'STRUCT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Struct'>>, 'STRUCT_EXTRACT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.StructExtract'>>, 'STUFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Stuff'>>, 'INSERT': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Stuff'>>, 'SUBSTRING': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Substring'>>, 'SUM': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Sum'>>, 'TIME_ADD': <function build_date_delta_with_interval.<locals>._builder>, 'TIME_DIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeDiff'>>, 'TIME_FROM_PARTS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeFromParts'>>, 'TIMEFROMPARTS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeFromParts'>>, 'TIME_STR_TO_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeStrToDate'>>, 'TIME_STR_TO_TIME': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeStrToTime'>>, 'TIME_STR_TO_UNIX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeStrToUnix'>>, 'TIME_SUB': <function build_date_delta_with_interval.<locals>._builder>, 'TIME_TO_STR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeToStr'>>, 'TIME_TO_TIME_STR': <function Parser.<lambda>>, 'TIME_TO_UNIX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeToUnix'>>, 'TIME_TRUNC': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimeTrunc'>>, 'TIMESTAMP': <function _build_timestamp>, 'TIMESTAMP_ADD': <function build_date_delta_with_interval.<locals>._builder>, 'TIMESTAMPDIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimestampDiff'>>, 'TIMESTAMP_DIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimestampDiff'>>, 'TIMESTAMP_FROM_PARTS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimestampFromParts'>>, 'TIMESTAMPFROMPARTS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimestampFromParts'>>, 'TIMESTAMP_SUB': <function build_date_delta_with_interval.<locals>._builder>, 'TIMESTAMP_TRUNC': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TimestampTrunc'>>, 'TO_ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ToArray'>>, 'TO_BASE64': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ToBase64'>>, 'TO_CHAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ToChar'>>, 'TO_DAYS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ToDays'>>, 'TO_MAP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ToMap'>>, 'TO_NUMBER': <bound method Func.from_arg_list of <class 'sqlglot.expressions.ToNumber'>>, 'TRANSFORM': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Transform'>>, 'TRIM': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Trim'>>, 'TRY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Try'>>, 'TRY_CAST': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TryCast'>>, 'TS_OR_DI_TO_DI': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TsOrDiToDi'>>, 'TS_OR_DS_ADD': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TsOrDsAdd'>>, 'TS_OR_DS_DIFF': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TsOrDsDiff'>>, 'TS_OR_DS_TO_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TsOrDsToDate'>>, 'TS_OR_DS_TO_DATE_STR': <function Parser.<lambda>>, 'TS_OR_DS_TO_TIME': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TsOrDsToTime'>>, 'TS_OR_DS_TO_TIMESTAMP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.TsOrDsToTimestamp'>>, 'UNHEX': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Unhex'>>, 'UNIX_DATE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.UnixDate'>>, 'UNIX_TO_STR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.UnixToStr'>>, 'UNIX_TO_TIME': <bound method Func.from_arg_list of <class 'sqlglot.expressions.UnixToTime'>>, 'UNIX_TO_TIME_STR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.UnixToTimeStr'>>, 'UPPER': <function build_upper>, 'UCASE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Upper'>>, 'VAR_MAP': <function build_var_map>, 'VARIANCE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Variance'>>, 'VARIANCE_SAMP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Variance'>>, 'VAR_SAMP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Variance'>>, 'VARIANCE_POP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.VariancePop'>>, 'VAR_POP': <bound method Func.from_arg_list of <class 'sqlglot.expressions.VariancePop'>>, 'WEEK': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Week'>>, 'WEEK_OF_YEAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.WeekOfYear'>>, 'WEEKOFYEAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.WeekOfYear'>>, 'WHEN': <bound method Func.from_arg_list of <class 'sqlglot.expressions.When'>>, 'X_M_L_TABLE': <bound method Func.from_arg_list of <class 'sqlglot.expressions.XMLTable'>>, 'XOR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Xor'>>, 'YEAR': <bound method Func.from_arg_list of <class 'sqlglot.expressions.Year'>>, 'GLOB': <function Parser.<lambda>>, 'JSON_EXTRACT_PATH_TEXT': <function build_extract_json_with_path.<locals>._builder>, 'LIKE': <function build_like>, 'LOG2': <function Parser.<lambda>>, 'LOG10': <function Parser.<lambda>>, 'MOD': <function build_mod>, 'TO_HEX': <function _build_to_hex>, 'DIV': <function binary_from_function.<locals>.<lambda>>, 'FORMAT_DATE': <function BigQuery.Parser.<lambda>>, 'GENERATE_ARRAY': <bound method Func.from_arg_list of <class 'sqlglot.expressions.GenerateSeries'>>, 'PARSE_DATE': <function BigQuery.Parser.<lambda>>, 'PARSE_TIMESTAMP': <function _build_parse_timestamp>, 'REGEXP_CONTAINS': <bound method Func.from_arg_list of <class 'sqlglot.expressions.RegexpLike'>>, 'SHA256': <function BigQuery.Parser.<lambda>>, 'SHA512': <function BigQuery.Parser.<lambda>>, 'TIME': <function _build_time>, 'TIMESTAMP_MICROS': <function BigQuery.Parser.<lambda>>, 'TIMESTAMP_MILLIS': <function BigQuery.Parser.<lambda>>, 'TIMESTAMP_SECONDS': <function BigQuery.Parser.<lambda>>, 'TO_JSON_STRING': <bound method Func.from_arg_list of <class 'sqlglot.expressions.JSONFormat'>>}
FUNCTION_PARSERS = {'CAST': <function Parser.<lambda>>, 'CONVERT': <function Parser.<lambda>>, 'DECODE': <function Parser.<lambda>>, 'EXTRACT': <function Parser.<lambda>>, 'GAP_FILL': <function Parser.<lambda>>, 'JSON_OBJECT': <function Parser.<lambda>>, 'JSON_OBJECTAGG': <function Parser.<lambda>>, 'JSON_TABLE': <function Parser.<lambda>>, 'MATCH': <function Parser.<lambda>>, 'OPENJSON': <function Parser.<lambda>>, 'POSITION': <function Parser.<lambda>>, 'PREDICT': <function Parser.<lambda>>, 'SAFE_CAST': <function Parser.<lambda>>, 'STRING_AGG': <function Parser.<lambda>>, 'SUBSTRING': <function Parser.<lambda>>, 'TRY_CAST': <function Parser.<lambda>>, 'TRY_CONVERT': <function Parser.<lambda>>, 'ARRAY': <function BigQuery.Parser.<lambda>>}
NO_PAREN_FUNCTIONS = {<TokenType.CURRENT_DATE: 'CURRENT_DATE'>: <class 'sqlglot.expressions.CurrentDate'>, <TokenType.CURRENT_DATETIME: 'CURRENT_DATETIME'>: <class 'sqlglot.expressions.CurrentDatetime'>, <TokenType.CURRENT_TIME: 'CURRENT_TIME'>: <class 'sqlglot.expressions.CurrentTime'>, <TokenType.CURRENT_TIMESTAMP: 'CURRENT_TIMESTAMP'>: <class 'sqlglot.expressions.CurrentTimestamp'>, <TokenType.CURRENT_USER: 'CURRENT_USER'>: <class 'sqlglot.expressions.CurrentUser'>}
NESTED_TYPE_TOKENS = {<TokenType.LIST: 'LIST'>, <TokenType.ARRAY: 'ARRAY'>, <TokenType.STRUCT: 'STRUCT'>, <TokenType.OBJECT: 'OBJECT'>, <TokenType.LOWCARDINALITY: 'LOWCARDINALITY'>, <TokenType.NESTED: 'NESTED'>, <TokenType.MAP: 'MAP'>, <TokenType.TABLE: 'TABLE'>, <TokenType.NULLABLE: 'NULLABLE'>}
PROPERTY_PARSERS = {'ALLOWED_VALUES': <function Parser.<lambda>>, 'ALGORITHM': <function Parser.<lambda>>, 'AUTO': <function Parser.<lambda>>, 'AUTO_INCREMENT': <function Parser.<lambda>>, 'BACKUP': <function Parser.<lambda>>, 'BLOCKCOMPRESSION': <function Parser.<lambda>>, 'CHARSET': <function Parser.<lambda>>, 'CHARACTER SET': <function Parser.<lambda>>, 'CHECKSUM': <function Parser.<lambda>>, 'CLUSTER BY': <function Parser.<lambda>>, 'CLUSTERED': <function Parser.<lambda>>, 'COLLATE': <function Parser.<lambda>>, 'COMMENT': <function Parser.<lambda>>, 'CONTAINS': <function Parser.<lambda>>, 'COPY': <function Parser.<lambda>>, 'DATABLOCKSIZE': <function Parser.<lambda>>, 'DATA_DELETION': <function Parser.<lambda>>, 'DEFINER': <function Parser.<lambda>>, 'DETERMINISTIC': <function Parser.<lambda>>, 'DISTKEY': <function Parser.<lambda>>, 'DISTSTYLE': <function Parser.<lambda>>, 'ENGINE': <function Parser.<lambda>>, 'EXECUTE': <function Parser.<lambda>>, 'EXTERNAL': <function Parser.<lambda>>, 'FALLBACK': <function Parser.<lambda>>, 'FORMAT': <function Parser.<lambda>>, 'FREESPACE': <function Parser.<lambda>>, 'GLOBAL': <function Parser.<lambda>>, 'HEAP': <function Parser.<lambda>>, 'ICEBERG': <function Parser.<lambda>>, 'IMMUTABLE': <function Parser.<lambda>>, 'INHERITS': <function Parser.<lambda>>, 'INPUT': <function Parser.<lambda>>, 'JOURNAL': <function Parser.<lambda>>, 'LANGUAGE': <function Parser.<lambda>>, 'LAYOUT': <function Parser.<lambda>>, 'LIFETIME': <function Parser.<lambda>>, 'LIKE': <function Parser.<lambda>>, 'LOCATION': <function Parser.<lambda>>, 'LOCK': <function Parser.<lambda>>, 'LOCKING': <function Parser.<lambda>>, 'LOG': <function Parser.<lambda>>, 'MATERIALIZED': <function Parser.<lambda>>, 'MERGEBLOCKRATIO': <function Parser.<lambda>>, 'MODIFIES': <function Parser.<lambda>>, 'MULTISET': <function Parser.<lambda>>, 'NO': <function Parser.<lambda>>, 'ON': <function Parser.<lambda>>, 'ORDER BY': <function Parser.<lambda>>, 'OUTPUT': <function Parser.<lambda>>, 'PARTITION': <function Parser.<lambda>>, 'PARTITION BY': <function Parser.<lambda>>, 'PARTITIONED BY': <function Parser.<lambda>>, 'PARTITIONED_BY': <function Parser.<lambda>>, 'PRIMARY KEY': <function Parser.<lambda>>, 'RANGE': <function Parser.<lambda>>, 'READS': <function Parser.<lambda>>, 'REMOTE': <function Parser.<lambda>>, 'RETURNS': <function Parser.<lambda>>, 'STRICT': <function Parser.<lambda>>, 'ROW': <function Parser.<lambda>>, 'ROW_FORMAT': <function Parser.<lambda>>, 'SAMPLE': <function Parser.<lambda>>, 'SET': <function Parser.<lambda>>, 'SETTINGS': <function Parser.<lambda>>, 'SHARING': <function Parser.<lambda>>, 'SORTKEY': <function Parser.<lambda>>, 'SOURCE': <function Parser.<lambda>>, 'STABLE': <function Parser.<lambda>>, 'STORED': <function Parser.<lambda>>, 'SYSTEM_VERSIONING': <function Parser.<lambda>>, 'TBLPROPERTIES': <function Parser.<lambda>>, 'TEMP': <function Parser.<lambda>>, 'TEMPORARY': <function Parser.<lambda>>, 'TO': <function Parser.<lambda>>, 'TRANSIENT': <function Parser.<lambda>>, 'TRANSFORM': <function Parser.<lambda>>, 'TTL': <function Parser.<lambda>>, 'USING': <function Parser.<lambda>>, 'UNLOGGED': <function Parser.<lambda>>, 'VOLATILE': <function Parser.<lambda>>, 'WITH': <function Parser.<lambda>>, 'NOT DETERMINISTIC': <function BigQuery.Parser.<lambda>>, 'OPTIONS': <function BigQuery.Parser.<lambda>>}
CONSTRAINT_PARSERS = {'AUTOINCREMENT': <function Parser.<lambda>>, 'AUTO_INCREMENT': <function Parser.<lambda>>, 'CASESPECIFIC': <function Parser.<lambda>>, 'CHARACTER SET': <function Parser.<lambda>>, 'CHECK': <function Parser.<lambda>>, 'COLLATE': <function Parser.<lambda>>, 'COMMENT': <function Parser.<lambda>>, 'COMPRESS': <function Parser.<lambda>>, 'CLUSTERED': <function Parser.<lambda>>, 'NONCLUSTERED': <function Parser.<lambda>>, 'DEFAULT': <function Parser.<lambda>>, 'ENCODE': <function Parser.<lambda>>, 'EPHEMERAL': <function Parser.<lambda>>, 'EXCLUDE': <function Parser.<lambda>>, 'FOREIGN KEY': <function Parser.<lambda>>, 'FORMAT': <function Parser.<lambda>>, 'GENERATED': <function Parser.<lambda>>, 'IDENTITY': <function Parser.<lambda>>, 'INLINE': <function Parser.<lambda>>, 'LIKE': <function Parser.<lambda>>, 'NOT': <function Parser.<lambda>>, 'NULL': <function Parser.<lambda>>, 'ON': <function Parser.<lambda>>, 'PATH': <function Parser.<lambda>>, 'PERIOD': <function Parser.<lambda>>, 'PRIMARY KEY': <function Parser.<lambda>>, 'REFERENCES': <function Parser.<lambda>>, 'TITLE': <function Parser.<lambda>>, 'TTL': <function Parser.<lambda>>, 'UNIQUE': <function Parser.<lambda>>, 'UPPERCASE': <function Parser.<lambda>>, 'WITH': <function Parser.<lambda>>, 'OPTIONS': <function BigQuery.Parser.<lambda>>}
RANGE_PARSERS = {<TokenType.BETWEEN: 'BETWEEN'>: <function Parser.<lambda>>, <TokenType.GLOB: 'GLOB'>: <function binary_range_parser.<locals>._parse_binary_range>, <TokenType.ILIKE: 'ILIKE'>: <function binary_range_parser.<locals>._parse_binary_range>, <TokenType.IN: 'IN'>: <function Parser.<lambda>>, <TokenType.IRLIKE: 'IRLIKE'>: <function binary_range_parser.<locals>._parse_binary_range>, <TokenType.IS: 'IS'>: <function Parser.<lambda>>, <TokenType.LIKE: 'LIKE'>: <function binary_range_parser.<locals>._parse_binary_range>, <TokenType.RLIKE: 'RLIKE'>: <function binary_range_parser.<locals>._parse_binary_range>, <TokenType.SIMILAR_TO: 'SIMILAR_TO'>: <function binary_range_parser.<locals>._parse_binary_range>, <TokenType.FOR: 'FOR'>: <function Parser.<lambda>>}
NULL_TOKENS = {<TokenType.NULL: 'NULL'>, <TokenType.UNKNOWN: 'UNKNOWN'>}
STATEMENT_PARSERS = {<TokenType.ALTER: 'ALTER'>: <function Parser.<lambda>>, <TokenType.BEGIN: 'BEGIN'>: <function Parser.<lambda>>, <TokenType.CACHE: 'CACHE'>: <function Parser.<lambda>>, <TokenType.COMMENT: 'COMMENT'>: <function Parser.<lambda>>, <TokenType.COMMIT: 'COMMIT'>: <function Parser.<lambda>>, <TokenType.COPY: 'COPY'>: <function Parser.<lambda>>, <TokenType.CREATE: 'CREATE'>: <function Parser.<lambda>>, <TokenType.DELETE: 'DELETE'>: <function Parser.<lambda>>, <TokenType.DESC: 'DESC'>: <function Parser.<lambda>>, <TokenType.DESCRIBE: 'DESCRIBE'>: <function Parser.<lambda>>, <TokenType.DROP: 'DROP'>: <function Parser.<lambda>>, <TokenType.INSERT: 'INSERT'>: <function Parser.<lambda>>, <TokenType.KILL: 'KILL'>: <function Parser.<lambda>>, <TokenType.LOAD: 'LOAD'>: <function Parser.<lambda>>, <TokenType.MERGE: 'MERGE'>: <function Parser.<lambda>>, <TokenType.PIVOT: 'PIVOT'>: <function Parser.<lambda>>, <TokenType.PRAGMA: 'PRAGMA'>: <function Parser.<lambda>>, <TokenType.REFRESH: 'REFRESH'>: <function Parser.<lambda>>, <TokenType.ROLLBACK: 'ROLLBACK'>: <function Parser.<lambda>>, <TokenType.SET: 'SET'>: <function Parser.<lambda>>, <TokenType.TRUNCATE: 'TRUNCATE'>: <function Parser.<lambda>>, <TokenType.UNCACHE: 'UNCACHE'>: <function Parser.<lambda>>, <TokenType.UPDATE: 'UPDATE'>: <function Parser.<lambda>>, <TokenType.USE: 'USE'>: <function Parser.<lambda>>, <TokenType.SEMICOLON: 'SEMICOLON'>: <function Parser.<lambda>>, <TokenType.ELSE: 'ELSE'>: <function BigQuery.Parser.<lambda>>, <TokenType.END: 'END'>: <function BigQuery.Parser.<lambda>>, <TokenType.FOR: 'FOR'>: <function BigQuery.Parser.<lambda>>}
BRACKET_OFFSETS = {'OFFSET': (0, False), 'ORDINAL': (1, False), 'SAFE_OFFSET': (0, True), 'SAFE_ORDINAL': (1, True)}
TABLE_ALIAS_TOKENS = {<TokenType.CURRENT_USER: 'CURRENT_USER'>, <TokenType.UINT256: 'UINT256'>, <TokenType.UINT: 'UINT'>, <TokenType.USE: 'USE'>, <TokenType.AGGREGATEFUNCTION: 'AGGREGATEFUNCTION'>, <TokenType.FALSE: 'FALSE'>, <TokenType.TAG: 'TAG'>, <TokenType.MEDIUMBLOB: 'MEDIUMBLOB'>, <TokenType.YEAR: 'YEAR'>, <TokenType.NAME: 'NAME'>, <TokenType.FIRST: 'FIRST'>, <TokenType.ASC: 'ASC'>, <TokenType.USERDEFINED: 'USERDEFINED'>, <TokenType.KILL: 'KILL'>, <TokenType.DATERANGE: 'DATERANGE'>, <TokenType.TDIGEST: 'TDIGEST'>, <TokenType.SMALLSERIAL: 'SMALLSERIAL'>, <TokenType.BPCHAR: 'BPCHAR'>, <TokenType.TIMETZ: 'TIMETZ'>, <TokenType.AUTO_INCREMENT: 'AUTO_INCREMENT'>, <TokenType.SEQUENCE: 'SEQUENCE'>, <TokenType.DATETIME64: 'DATETIME64'>, <TokenType.UNNEST: 'UNNEST'>, <TokenType.PERCENT: 'PERCENT'>, <TokenType.VIEW: 'VIEW'>, <TokenType.INT8RANGE: 'INT8RANGE'>, <TokenType.REFERENCES: 'REFERENCES'>, <TokenType.NUMMULTIRANGE: 'NUMMULTIRANGE'>, <TokenType.FORMAT: 'FORMAT'>, <TokenType.TSRANGE: 'TSRANGE'>, <TokenType.GEOGRAPHY: 'GEOGRAPHY'>, <TokenType.INT4RANGE: 'INT4RANGE'>, <TokenType.ROLLUP: 'ROLLUP'>, <TokenType.COLUMN: 'COLUMN'>, <TokenType.CASE: 'CASE'>, <TokenType.XML: 'XML'>, <TokenType.SMALLINT: 'SMALLINT'>, <TokenType.RECURSIVE: 'RECURSIVE'>, <TokenType.VOLATILE: 'VOLATILE'>, <TokenType.TEMPORARY: 'TEMPORARY'>, <TokenType.REFRESH: 'REFRESH'>, <TokenType.NEXT: 'NEXT'>, <TokenType.TSTZMULTIRANGE: 'TSTZMULTIRANGE'>, <TokenType.WAREHOUSE: 'WAREHOUSE'>, <TokenType.NVARCHAR: 'NVARCHAR'>, <TokenType.COMMIT: 'COMMIT'>, <TokenType.LONGBLOB: 'LONGBLOB'>, <TokenType.TSTZRANGE: 'TSTZRANGE'>, <TokenType.USMALLINT: 'USMALLINT'>, <TokenType.ALL: 'ALL'>, <TokenType.OBJECT_IDENTIFIER: 'OBJECT_IDENTIFIER'>, <TokenType.END: 'END'>, <TokenType.PARTITION: 'PARTITION'>, <TokenType.TIME: 'TIME'>, <TokenType.SMALLMONEY: 'SMALLMONEY'>, <TokenType.HLLSKETCH: 'HLLSKETCH'>, <TokenType.OPERATOR: 'OPERATOR'>, <TokenType.BIGINT: 'BIGINT'>, <TokenType.ARRAY: 'ARRAY'>, <TokenType.UINT128: 'UINT128'>, <TokenType.GEOMETRY: 'GEOMETRY'>, <TokenType.TIMESTAMP_S: 'TIMESTAMP_S'>, <TokenType.IPV6: 'IPV6'>, <TokenType.CURRENT_DATE: 'CURRENT_DATE'>, <TokenType.MONEY: 'MONEY'>, <TokenType.SET: 'SET'>, <TokenType.ISNULL: 'ISNULL'>, <TokenType.STREAMLIT: 'STREAMLIT'>, <TokenType.TINYBLOB: 'TINYBLOB'>, <TokenType.SCHEMA: 'SCHEMA'>, <TokenType.INT128: 'INT128'>, <TokenType.COLLATE: 'COLLATE'>, <TokenType.SETTINGS: 'SETTINGS'>, <TokenType.LOAD: 'LOAD'>, <TokenType.NESTED: 'NESTED'>, <TokenType.FLOAT: 'FLOAT'>, <TokenType.FOREIGN_KEY: 'FOREIGN_KEY'>, <TokenType.IMAGE: 'IMAGE'>, <TokenType.ENUM: 'ENUM'>, <TokenType.ANTI: 'ANTI'>, <TokenType.INT4MULTIRANGE: 'INT4MULTIRANGE'>, <TokenType.SHOW: 'SHOW'>, <TokenType.OVERLAPS: 'OVERLAPS'>, <TokenType.INT: 'INT'>, <TokenType.VARBINARY: 'VARBINARY'>, <TokenType.DECIMAL: 'DECIMAL'>, <TokenType.BIT: 'BIT'>, <TokenType.RANGE: 'RANGE'>, <TokenType.MODEL: 'MODEL'>, <TokenType.MEDIUMTEXT: 'MEDIUMTEXT'>, <TokenType.DATABASE: 'DATABASE'>, <TokenType.TINYTEXT: 'TINYTEXT'>, <TokenType.TRUE: 'TRUE'>, <TokenType.BEGIN: 'BEGIN'>, <TokenType.SOME: 'SOME'>, <TokenType.CACHE: 'CACHE'>, <TokenType.UBIGINT: 'UBIGINT'>, <TokenType.ESCAPE: 'ESCAPE'>, <TokenType.ROW: 'ROW'>, <TokenType.UPDATE: 'UPDATE'>, <TokenType.INT8MULTIRANGE: 'INT8MULTIRANGE'>, <TokenType.UMEDIUMINT: 'UMEDIUMINT'>, <TokenType.UUID: 'UUID'>, <TokenType.VARCHAR: 'VARCHAR'>, <TokenType.CURRENT_DATETIME: 'CURRENT_DATETIME'>, <TokenType.SUPER: 'SUPER'>, <TokenType.ENUM8: 'ENUM8'>, <TokenType.NULLABLE: 'NULLABLE'>, <TokenType.OVERWRITE: 'OVERWRITE'>, <TokenType.TEXT: 'TEXT'>, <TokenType.TIMESTAMP: 'TIMESTAMP'>, <TokenType.TIMESTAMP_MS: 'TIMESTAMP_MS'>, <TokenType.UTINYINT: 'UTINYINT'>, <TokenType.DATE32: 'DATE32'>, <TokenType.TABLE: 'TABLE'>, <TokenType.BINARY: 'BINARY'>, <TokenType.ROWVERSION: 'ROWVERSION'>, <TokenType.BOOLEAN: 'BOOLEAN'>, <TokenType.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <TokenType.TOP: 'TOP'>, <TokenType.FIXEDSTRING: 'FIXEDSTRING'>, <TokenType.PROCEDURE: 'PROCEDURE'>, <TokenType.TIMESTAMPNTZ: 'TIMESTAMPNTZ'>, <TokenType.FINAL: 'FINAL'>, <TokenType.UNIQUE: 'UNIQUE'>, <TokenType.IDENTIFIER: 'IDENTIFIER'>, <TokenType.VAR: 'VAR'>, <TokenType.UNIQUEIDENTIFIER: 'UNIQUEIDENTIFIER'>, <TokenType.COPY: 'COPY'>, <TokenType.JSON: 'JSON'>, <TokenType.EXECUTE: 'EXECUTE'>, <TokenType.STORAGE_INTEGRATION: 'STORAGE_INTEGRATION'>, <TokenType.INDEX: 'INDEX'>, <TokenType.DATEMULTIRANGE: 'DATEMULTIRANGE'>, <TokenType.HSTORE: 'HSTORE'>, <TokenType.REPLACE: 'REPLACE'>, <TokenType.FUNCTION: 'FUNCTION'>, <TokenType.NCHAR: 'NCHAR'>, <TokenType.COMMAND: 'COMMAND'>, <TokenType.SEMI: 'SEMI'>, <TokenType.IS: 'IS'>, <TokenType.INT256: 'INT256'>, <TokenType.INTERVAL: 'INTERVAL'>, <TokenType.TIMESTAMP_NS: 'TIMESTAMP_NS'>, <TokenType.MEDIUMINT: 'MEDIUMINT'>, <TokenType.LIST: 'LIST'>, <TokenType.BIGDECIMAL: 'BIGDECIMAL'>, <TokenType.BIGSERIAL: 'BIGSERIAL'>, <TokenType.COMMENT: 'COMMENT'>, <TokenType.ROWS: 'ROWS'>, <TokenType.MAP: 'MAP'>, <TokenType.FILTER: 'FILTER'>, <TokenType.EXISTS: 'EXISTS'>, <TokenType.IPPREFIX: 'IPPREFIX'>, <TokenType.VARIANT: 'VARIANT'>, <TokenType.ORDINALITY: 'ORDINALITY'>, <TokenType.IPV4: 'IPV4'>, <TokenType.TINYINT: 'TINYINT'>, <TokenType.CURRENT_TIMESTAMP: 'CURRENT_TIMESTAMP'>, <TokenType.NUMRANGE: 'NUMRANGE'>, <TokenType.STRUCT: 'STRUCT'>, <TokenType.SIMPLEAGGREGATEFUNCTION: 'SIMPLEAGGREGATEFUNCTION'>, <TokenType.OBJECT: 'OBJECT'>, <TokenType.TRUNCATE: 'TRUNCATE'>, <TokenType.DELETE: 'DELETE'>, <TokenType.UNPIVOT: 'UNPIVOT'>, <TokenType.PIVOT: 'PIVOT'>, <TokenType.PRAGMA: 'PRAGMA'>, <TokenType.IPADDRESS: 'IPADDRESS'>, <TokenType.DIV: 'DIV'>, <TokenType.LONGTEXT: 'LONGTEXT'>, <TokenType.INET: 'INET'>, <TokenType.ENUM16: 'ENUM16'>, <TokenType.DATE: 'DATE'>, <TokenType.DATETIME: 'DATETIME'>, <TokenType.NULL: 'NULL'>, <TokenType.MERGE: 'MERGE'>, <TokenType.PSEUDO_TYPE: 'PSEUDO_TYPE'>, <TokenType.DEFAULT: 'DEFAULT'>, <TokenType.DICTIONARY: 'DICTIONARY'>, <TokenType.DESC: 'DESC'>, <TokenType.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, <TokenType.UDECIMAL: 'UDECIMAL'>, <TokenType.KEEP: 'KEEP'>, <TokenType.CONSTRAINT: 'CONSTRAINT'>, <TokenType.UNKNOWN: 'UNKNOWN'>, <TokenType.LOWCARDINALITY: 'LOWCARDINALITY'>, <TokenType.DESCRIBE: 'DESCRIBE'>, <TokenType.JSONB: 'JSONB'>, <TokenType.DOUBLE: 'DOUBLE'>, <TokenType.CURRENT_TIME: 'CURRENT_TIME'>, <TokenType.CHAR: 'CHAR'>, <TokenType.SERIAL: 'SERIAL'>, <TokenType.TSMULTIRANGE: 'TSMULTIRANGE'>, <TokenType.ANY: 'ANY'>}
SHOW_TRIE: Dict = {}
SET_TRIE: Dict = {'GLOBAL': {0: True}, 'LOCAL': {0: True}, 'SESSION': {0: True}, 'TRANSACTION': {0: True}}
Inherited Members
sqlglot.parser.Parser
Parser
STRUCT_TYPE_TOKENS
ENUM_TYPE_TOKENS
AGGREGATE_TYPE_TOKENS
TYPE_TOKENS
SIGNED_TO_UNSIGNED_TYPE_TOKEN
SUBQUERY_PREDICATES
RESERVED_TOKENS
DB_CREATABLES
CREATABLES
ID_VAR_TOKENS
INTERVAL_VARS
ALIAS_TOKENS
ARRAY_CONSTRUCTORS
COMMENT_TABLE_ALIAS_TOKENS
UPDATE_ALIAS_TOKENS
TRIM_TYPES
FUNC_TOKENS
CONJUNCTION
ASSIGNMENT
DISJUNCTION
EQUALITY
COMPARISON
BITWISE
TERM
FACTOR
EXPONENT
TIMES
TIMESTAMPS
SET_OPERATIONS
JOIN_METHODS
JOIN_SIDES
JOIN_KINDS
JOIN_HINTS
LAMBDAS
COLUMN_OPERATORS
EXPRESSION_PARSERS
UNARY_PARSERS
STRING_PARSERS
NUMERIC_PARSERS
PRIMARY_PARSERS
PLACEHOLDER_PARSERS
ALTER_PARSERS
ALTER_ALTER_PARSERS
SCHEMA_UNNAMED_CONSTRAINTS
NO_PAREN_FUNCTION_PARSERS
INVALID_FUNC_NAME_TOKENS
FUNCTIONS_WITH_ALIASED_ARGS
KEY_VALUE_DEFINITIONS
QUERY_MODIFIER_PARSERS
SET_PARSERS
SHOW_PARSERS
TYPE_LITERAL_PARSERS
TYPE_CONVERTER
DDL_SELECT_TOKENS
PRE_VOLATILE_TOKENS
TRANSACTION_KIND
TRANSACTION_CHARACTERISTICS
CONFLICT_ACTIONS
CREATE_SEQUENCE
ISOLATED_LOADING_OPTIONS
USABLES
CAST_ACTIONS
INSERT_ALTERNATIVES
CLONE_KEYWORDS
HISTORICAL_DATA_KIND
OPCLASS_FOLLOW_KEYWORDS
OPTYPE_FOLLOW_TOKENS
TABLE_INDEX_HINT_TOKENS
VIEW_ATTRIBUTES
WINDOW_ALIAS_TOKENS
WINDOW_BEFORE_PAREN_TOKENS
WINDOW_SIDES
JSON_KEY_VALUE_SEPARATOR_TOKENS
FETCH_TOKENS
ADD_CONSTRAINT_TOKENS
DISTINCT_TOKENS
UNNEST_OFFSET_ALIAS_TOKENS
SELECT_START_TOKENS
COPY_INTO_VARLEN_OPTIONS
STRICT_CAST
IDENTIFY_PIVOT_STRINGS
ALTER_TABLE_ADD_REQUIRED_FOR_EACH_COLUMN
TABLESAMPLE_CSV
DEFAULT_SAMPLING_METHOD
SET_REQUIRES_ASSIGNMENT_DELIMITER
TRIM_PATTERN_FIRST
STRING_ALIASES
MODIFIERS_ATTACHED_TO_UNION
UNION_MODIFIERS
NO_PAREN_IF_COMMANDS
JSON_ARROWS_REQUIRE_JSON_TYPE
COLON_IS_JSON_EXTRACT
VALUES_FOLLOWED_BY_PAREN
INTERVAL_SPANS
SUPPORTS_PARTITION_SELECTION
error_level
error_message_context
max_errors
dialect
reset
parse
parse_into
check_errors
raise_error
expression
validate_expression
errors
sql
class BigQuery.Generator(sqlglot.generator.Generator):
552    class Generator(generator.Generator):
553        EXPLICIT_UNION = True
554        INTERVAL_ALLOWS_PLURAL_FORM = False
555        JOIN_HINTS = False
556        QUERY_HINTS = False
557        TABLE_HINTS = False
558        LIMIT_FETCH = "LIMIT"
559        RENAME_TABLE_WITH_DB = False
560        NVL2_SUPPORTED = False
561        UNNEST_WITH_ORDINALITY = False
562        COLLATE_IS_FUNC = True
563        LIMIT_ONLY_LITERALS = True
564        SUPPORTS_TABLE_ALIAS_COLUMNS = False
565        UNPIVOT_ALIASES_ARE_IDENTIFIERS = False
566        JSON_KEY_VALUE_PAIR_SEP = ","
567        NULL_ORDERING_SUPPORTED = False
568        IGNORE_NULLS_IN_FUNC = True
569        JSON_PATH_SINGLE_QUOTE_ESCAPE = True
570        CAN_IMPLEMENT_ARRAY_ANY = True
571        SUPPORTS_TO_NUMBER = False
572        NAMED_PLACEHOLDER_TOKEN = "@"
573        HEX_FUNC = "TO_HEX"
574        WITH_PROPERTIES_PREFIX = "OPTIONS"
575
576        TRANSFORMS = {
577            **generator.Generator.TRANSFORMS,
578            exp.ApproxDistinct: rename_func("APPROX_COUNT_DISTINCT"),
579            exp.ArgMax: arg_max_or_min_no_count("MAX_BY"),
580            exp.ArgMin: arg_max_or_min_no_count("MIN_BY"),
581            exp.Array: inline_array_unless_query,
582            exp.ArrayContains: _array_contains_sql,
583            exp.ArrayFilter: filter_array_using_unnest,
584            exp.ArraySize: rename_func("ARRAY_LENGTH"),
585            exp.Cast: transforms.preprocess([transforms.remove_precision_parameterized_types]),
586            exp.CollateProperty: lambda self, e: (
587                f"DEFAULT COLLATE {self.sql(e, 'this')}"
588                if e.args.get("default")
589                else f"COLLATE {self.sql(e, 'this')}"
590            ),
591            exp.Commit: lambda *_: "COMMIT TRANSACTION",
592            exp.CountIf: rename_func("COUNTIF"),
593            exp.Create: _create_sql,
594            exp.CTE: transforms.preprocess([_pushdown_cte_column_names]),
595            exp.DateAdd: date_add_interval_sql("DATE", "ADD"),
596            exp.DateDiff: lambda self, e: self.func(
597                "DATE_DIFF", e.this, e.expression, unit_to_var(e)
598            ),
599            exp.DateFromParts: rename_func("DATE"),
600            exp.DateStrToDate: datestrtodate_sql,
601            exp.DateSub: date_add_interval_sql("DATE", "SUB"),
602            exp.DatetimeAdd: date_add_interval_sql("DATETIME", "ADD"),
603            exp.DatetimeSub: date_add_interval_sql("DATETIME", "SUB"),
604            exp.DateTrunc: lambda self, e: self.func("DATE_TRUNC", e.this, e.text("unit")),
605            exp.FromTimeZone: lambda self, e: self.func(
606                "DATETIME", self.func("TIMESTAMP", e.this, e.args.get("zone")), "'UTC'"
607            ),
608            exp.GenerateSeries: rename_func("GENERATE_ARRAY"),
609            exp.GroupConcat: rename_func("STRING_AGG"),
610            exp.Hex: lambda self, e: self.func("UPPER", self.func("TO_HEX", self.sql(e, "this"))),
611            exp.If: if_sql(false_value="NULL"),
612            exp.ILike: no_ilike_sql,
613            exp.IntDiv: rename_func("DIV"),
614            exp.JSONFormat: rename_func("TO_JSON_STRING"),
615            exp.Max: max_or_greatest,
616            exp.MD5: lambda self, e: self.func("TO_HEX", self.func("MD5", e.this)),
617            exp.MD5Digest: rename_func("MD5"),
618            exp.Min: min_or_least,
619            exp.PartitionedByProperty: lambda self, e: f"PARTITION BY {self.sql(e, 'this')}",
620            exp.RegexpExtract: lambda self, e: self.func(
621                "REGEXP_EXTRACT",
622                e.this,
623                e.expression,
624                e.args.get("position"),
625                e.args.get("occurrence"),
626            ),
627            exp.RegexpReplace: regexp_replace_sql,
628            exp.RegexpLike: rename_func("REGEXP_CONTAINS"),
629            exp.ReturnsProperty: _returnsproperty_sql,
630            exp.Rollback: lambda *_: "ROLLBACK TRANSACTION",
631            exp.Select: transforms.preprocess(
632                [
633                    transforms.explode_to_unnest(),
634                    transforms.unqualify_unnest,
635                    transforms.eliminate_distinct_on,
636                    _alias_ordered_group,
637                    transforms.eliminate_semi_and_anti_joins,
638                ]
639            ),
640            exp.SHA: rename_func("SHA1"),
641            exp.SHA2: lambda self, e: self.func(
642                "SHA256" if e.text("length") == "256" else "SHA512", e.this
643            ),
644            exp.StabilityProperty: lambda self, e: (
645                "DETERMINISTIC" if e.name == "IMMUTABLE" else "NOT DETERMINISTIC"
646            ),
647            exp.StrToDate: lambda self, e: self.func("PARSE_DATE", self.format_time(e), e.this),
648            exp.StrToTime: lambda self, e: self.func(
649                "PARSE_TIMESTAMP", self.format_time(e), e.this, e.args.get("zone")
650            ),
651            exp.TimeAdd: date_add_interval_sql("TIME", "ADD"),
652            exp.TimeFromParts: rename_func("TIME"),
653            exp.TimeSub: date_add_interval_sql("TIME", "SUB"),
654            exp.TimestampAdd: date_add_interval_sql("TIMESTAMP", "ADD"),
655            exp.TimestampDiff: rename_func("TIMESTAMP_DIFF"),
656            exp.TimestampSub: date_add_interval_sql("TIMESTAMP", "SUB"),
657            exp.TimeStrToTime: timestrtotime_sql,
658            exp.Transaction: lambda *_: "BEGIN TRANSACTION",
659            exp.Trim: lambda self, e: self.func("TRIM", e.this, e.expression),
660            exp.TsOrDsAdd: _ts_or_ds_add_sql,
661            exp.TsOrDsDiff: _ts_or_ds_diff_sql,
662            exp.TsOrDsToTime: rename_func("TIME"),
663            exp.Unhex: rename_func("FROM_HEX"),
664            exp.UnixDate: rename_func("UNIX_DATE"),
665            exp.UnixToTime: _unix_to_time_sql,
666            exp.Values: _derived_table_values_to_unnest,
667            exp.VariancePop: rename_func("VAR_POP"),
668        }
669
670        SUPPORTED_JSON_PATH_PARTS = {
671            exp.JSONPathKey,
672            exp.JSONPathRoot,
673            exp.JSONPathSubscript,
674        }
675
676        TYPE_MAPPING = {
677            **generator.Generator.TYPE_MAPPING,
678            exp.DataType.Type.BIGDECIMAL: "BIGNUMERIC",
679            exp.DataType.Type.BIGINT: "INT64",
680            exp.DataType.Type.BINARY: "BYTES",
681            exp.DataType.Type.BOOLEAN: "BOOL",
682            exp.DataType.Type.CHAR: "STRING",
683            exp.DataType.Type.DECIMAL: "NUMERIC",
684            exp.DataType.Type.DOUBLE: "FLOAT64",
685            exp.DataType.Type.FLOAT: "FLOAT64",
686            exp.DataType.Type.INT: "INT64",
687            exp.DataType.Type.NCHAR: "STRING",
688            exp.DataType.Type.NVARCHAR: "STRING",
689            exp.DataType.Type.SMALLINT: "INT64",
690            exp.DataType.Type.TEXT: "STRING",
691            exp.DataType.Type.TIMESTAMP: "DATETIME",
692            exp.DataType.Type.TIMESTAMPTZ: "TIMESTAMP",
693            exp.DataType.Type.TIMESTAMPLTZ: "TIMESTAMP",
694            exp.DataType.Type.TINYINT: "INT64",
695            exp.DataType.Type.VARBINARY: "BYTES",
696            exp.DataType.Type.ROWVERSION: "BYTES",
697            exp.DataType.Type.VARCHAR: "STRING",
698            exp.DataType.Type.VARIANT: "ANY TYPE",
699        }
700
701        PROPERTIES_LOCATION = {
702            **generator.Generator.PROPERTIES_LOCATION,
703            exp.PartitionedByProperty: exp.Properties.Location.POST_SCHEMA,
704            exp.VolatileProperty: exp.Properties.Location.UNSUPPORTED,
705        }
706
707        # from: https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical#reserved_keywords
708        RESERVED_KEYWORDS = {
709            "all",
710            "and",
711            "any",
712            "array",
713            "as",
714            "asc",
715            "assert_rows_modified",
716            "at",
717            "between",
718            "by",
719            "case",
720            "cast",
721            "collate",
722            "contains",
723            "create",
724            "cross",
725            "cube",
726            "current",
727            "default",
728            "define",
729            "desc",
730            "distinct",
731            "else",
732            "end",
733            "enum",
734            "escape",
735            "except",
736            "exclude",
737            "exists",
738            "extract",
739            "false",
740            "fetch",
741            "following",
742            "for",
743            "from",
744            "full",
745            "group",
746            "grouping",
747            "groups",
748            "hash",
749            "having",
750            "if",
751            "ignore",
752            "in",
753            "inner",
754            "intersect",
755            "interval",
756            "into",
757            "is",
758            "join",
759            "lateral",
760            "left",
761            "like",
762            "limit",
763            "lookup",
764            "merge",
765            "natural",
766            "new",
767            "no",
768            "not",
769            "null",
770            "nulls",
771            "of",
772            "on",
773            "or",
774            "order",
775            "outer",
776            "over",
777            "partition",
778            "preceding",
779            "proto",
780            "qualify",
781            "range",
782            "recursive",
783            "respect",
784            "right",
785            "rollup",
786            "rows",
787            "select",
788            "set",
789            "some",
790            "struct",
791            "tablesample",
792            "then",
793            "to",
794            "treat",
795            "true",
796            "unbounded",
797            "union",
798            "unnest",
799            "using",
800            "when",
801            "where",
802            "window",
803            "with",
804            "within",
805        }
806
807        def mod_sql(self, expression: exp.Mod) -> str:
808            this = expression.this
809            expr = expression.expression
810            return self.func(
811                "MOD",
812                this.unnest() if isinstance(this, exp.Paren) else this,
813                expr.unnest() if isinstance(expr, exp.Paren) else expr,
814            )
815
816        def column_parts(self, expression: exp.Column) -> str:
817            if expression.meta.get("quoted_column"):
818                # If a column reference is of the form `dataset.table`.name, we need
819                # to preserve the quoted table path, otherwise the reference breaks
820                table_parts = ".".join(p.name for p in expression.parts[:-1])
821                table_path = self.sql(exp.Identifier(this=table_parts, quoted=True))
822                return f"{table_path}.{self.sql(expression, 'this')}"
823
824            return super().column_parts(expression)
825
826        def table_parts(self, expression: exp.Table) -> str:
827            # Depending on the context, `x.y` may not resolve to the same data source as `x`.`y`, so
828            # we need to make sure the correct quoting is used in each case.
829            #
830            # For example, if there is a CTE x that clashes with a schema name, then the former will
831            # return the table y in that schema, whereas the latter will return the CTE's y column:
832            #
833            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x.y`   -> cross join
834            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x`.`y` -> implicit unnest
835            if expression.meta.get("quoted_table"):
836                table_parts = ".".join(p.name for p in expression.parts)
837                return self.sql(exp.Identifier(this=table_parts, quoted=True))
838
839            return super().table_parts(expression)
840
841        def timetostr_sql(self, expression: exp.TimeToStr) -> str:
842            this = expression.this if isinstance(expression.this, exp.TsOrDsToDate) else expression
843            return self.func("FORMAT_DATE", self.format_time(expression), this.this)
844
845        def eq_sql(self, expression: exp.EQ) -> str:
846            # Operands of = cannot be NULL in BigQuery
847            if isinstance(expression.left, exp.Null) or isinstance(expression.right, exp.Null):
848                if not isinstance(expression.parent, exp.Update):
849                    return "NULL"
850
851            return self.binary(expression, "=")
852
853        def attimezone_sql(self, expression: exp.AtTimeZone) -> str:
854            parent = expression.parent
855
856            # BigQuery allows CAST(.. AS {STRING|TIMESTAMP} [FORMAT <fmt> [AT TIME ZONE <tz>]]).
857            # Only the TIMESTAMP one should use the below conversion, when AT TIME ZONE is included.
858            if not isinstance(parent, exp.Cast) or not parent.to.is_type("text"):
859                return self.func(
860                    "TIMESTAMP", self.func("DATETIME", expression.this, expression.args.get("zone"))
861                )
862
863            return super().attimezone_sql(expression)
864
865        def trycast_sql(self, expression: exp.TryCast) -> str:
866            return self.cast_sql(expression, safe_prefix="SAFE_")
867
868        def bracket_sql(self, expression: exp.Bracket) -> str:
869            this = expression.this
870            expressions = expression.expressions
871
872            if len(expressions) == 1 and this and this.is_type(exp.DataType.Type.STRUCT):
873                arg = expressions[0]
874                if arg.type is None:
875                    from sqlglot.optimizer.annotate_types import annotate_types
876
877                    arg = annotate_types(arg)
878
879                if arg.type and arg.type.this in exp.DataType.TEXT_TYPES:
880                    # BQ doesn't support bracket syntax with string values for structs
881                    return f"{self.sql(this)}.{arg.name}"
882
883            expressions_sql = self.expressions(expression, flat=True)
884            offset = expression.args.get("offset")
885
886            if offset == 0:
887                expressions_sql = f"OFFSET({expressions_sql})"
888            elif offset == 1:
889                expressions_sql = f"ORDINAL({expressions_sql})"
890            elif offset is not None:
891                self.unsupported(f"Unsupported array offset: {offset}")
892
893            if expression.args.get("safe"):
894                expressions_sql = f"SAFE_{expressions_sql}"
895
896            return f"{self.sql(this)}[{expressions_sql}]"
897
898        def in_unnest_op(self, expression: exp.Unnest) -> str:
899            return self.sql(expression)
900
901        def except_op(self, expression: exp.Except) -> str:
902            if not expression.args.get("distinct"):
903                self.unsupported("EXCEPT without DISTINCT is not supported in BigQuery")
904            return f"EXCEPT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
905
906        def intersect_op(self, expression: exp.Intersect) -> str:
907            if not expression.args.get("distinct"):
908                self.unsupported("INTERSECT without DISTINCT is not supported in BigQuery")
909            return f"INTERSECT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
910
911        def version_sql(self, expression: exp.Version) -> str:
912            if expression.name == "TIMESTAMP":
913                expression.set("this", "SYSTEM_TIME")
914            return super().version_sql(expression)

Generator converts a given syntax tree to the corresponding SQL string.

Arguments:
  • pretty: Whether to format the produced SQL string. Default: False.
  • identify: Determines when an identifier should be quoted. Possible values are: False (default): Never quote, except in cases where it's mandatory by the dialect. True or 'always': Always quote. 'safe': Only quote identifiers that are case insensitive.
  • normalize: Whether to normalize identifiers to lowercase. Default: False.
  • pad: The pad size in a formatted string. For example, this affects the indentation of a projection in a query, relative to its nesting level. Default: 2.
  • indent: The indentation size in a formatted string. For example, this affects the indentation of subqueries and filters under a WHERE clause. Default: 2.
  • normalize_functions: How to normalize function names. Possible values are: "upper" or True (default): Convert names to uppercase. "lower": Convert names to lowercase. False: Disables function name normalization.
  • unsupported_level: Determines the generator's behavior when it encounters unsupported expressions. Default ErrorLevel.WARN.
  • max_unsupported: Maximum number of unsupported messages to include in a raised UnsupportedError. This is only relevant if unsupported_level is ErrorLevel.RAISE. Default: 3
  • leading_comma: Whether the comma is leading or trailing in select expressions. This is only relevant when generating in pretty mode. Default: False
  • max_text_width: The max number of characters in a segment before creating new lines in pretty mode. The default is on the smaller end because the length only represents a segment and not the true line length. Default: 80
  • comments: Whether to preserve comments in the output SQL code. Default: True
EXPLICIT_UNION = True
INTERVAL_ALLOWS_PLURAL_FORM = False
JOIN_HINTS = False
QUERY_HINTS = False
TABLE_HINTS = False
LIMIT_FETCH = 'LIMIT'
RENAME_TABLE_WITH_DB = False
NVL2_SUPPORTED = False
UNNEST_WITH_ORDINALITY = False
COLLATE_IS_FUNC = True
LIMIT_ONLY_LITERALS = True
SUPPORTS_TABLE_ALIAS_COLUMNS = False
UNPIVOT_ALIASES_ARE_IDENTIFIERS = False
JSON_KEY_VALUE_PAIR_SEP = ','
NULL_ORDERING_SUPPORTED = False
IGNORE_NULLS_IN_FUNC = True
JSON_PATH_SINGLE_QUOTE_ESCAPE = True
CAN_IMPLEMENT_ARRAY_ANY = True
SUPPORTS_TO_NUMBER = False
NAMED_PLACEHOLDER_TOKEN = '@'
HEX_FUNC = 'TO_HEX'
WITH_PROPERTIES_PREFIX = 'OPTIONS'
TRANSFORMS = {<class 'sqlglot.expressions.JSONPathKey'>: <function <lambda>>, <class 'sqlglot.expressions.JSONPathRoot'>: <function <lambda>>, <class 'sqlglot.expressions.JSONPathSubscript'>: <function <lambda>>, <class 'sqlglot.expressions.AllowedValuesProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.AutoRefreshProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.BackupProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.CaseSpecificColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.CharacterSetColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.CharacterSetProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ClusteredColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.CollateColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.CommentColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.CopyGrantsProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.DateFormatColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.DefaultColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.EncodeColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.EphemeralColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ExcludeColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ExecuteAsProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ExternalProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.GlobalProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.HeapProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.IcebergProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.InheritsProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.InlineLengthColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.InputModelProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.IntervalSpan'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.JSONExtract'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.JSONExtractScalar'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.LanguageProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.LocationProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.LogProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.MaterializedProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.NonClusteredColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.NoPrimaryIndexProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.NotForReplicationColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.OnCommitProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.OnProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.OnUpdateColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.OutputModelProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.PathColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ProjectionPolicyColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.RemoteWithConnectionModelProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ReturnsProperty'>: <function _returnsproperty_sql>, <class 'sqlglot.expressions.SampleProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.SetConfigProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.SetProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.SettingsProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.SharingProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.SqlReadWriteProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.SqlSecurityProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.StabilityProperty'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.StrictProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.TemporaryProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.TagColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.TitleColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.Timestamp'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ToMap'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ToTableProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.TransformModelProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.TransientProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.UppercaseColumnConstraint'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.UnloggedProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.VarMap'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ViewAttributeProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.VolatileProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.WithJournalTableProperty'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.WithOperator'>: <function Generator.<lambda>>, <class 'sqlglot.expressions.ApproxDistinct'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.ArgMax'>: <function arg_max_or_min_no_count.<locals>._arg_max_or_min_sql>, <class 'sqlglot.expressions.ArgMin'>: <function arg_max_or_min_no_count.<locals>._arg_max_or_min_sql>, <class 'sqlglot.expressions.Array'>: <function inline_array_unless_query>, <class 'sqlglot.expressions.ArrayContains'>: <function _array_contains_sql>, <class 'sqlglot.expressions.ArrayFilter'>: <function filter_array_using_unnest>, <class 'sqlglot.expressions.ArraySize'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Cast'>: <function preprocess.<locals>._to_sql>, <class 'sqlglot.expressions.CollateProperty'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.Commit'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.CountIf'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Create'>: <function _create_sql>, <class 'sqlglot.expressions.CTE'>: <function preprocess.<locals>._to_sql>, <class 'sqlglot.expressions.DateAdd'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.DateDiff'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.DateFromParts'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.DateStrToDate'>: <function datestrtodate_sql>, <class 'sqlglot.expressions.DateSub'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.DatetimeAdd'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.DatetimeSub'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.DateTrunc'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.FromTimeZone'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.GenerateSeries'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.GroupConcat'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Hex'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.If'>: <function if_sql.<locals>._if_sql>, <class 'sqlglot.expressions.ILike'>: <function no_ilike_sql>, <class 'sqlglot.expressions.IntDiv'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.JSONFormat'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Max'>: <function max_or_greatest>, <class 'sqlglot.expressions.MD5'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.MD5Digest'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Min'>: <function min_or_least>, <class 'sqlglot.expressions.PartitionedByProperty'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.RegexpExtract'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.RegexpReplace'>: <function regexp_replace_sql>, <class 'sqlglot.expressions.RegexpLike'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Rollback'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.Select'>: <function preprocess.<locals>._to_sql>, <class 'sqlglot.expressions.SHA'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.SHA2'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.StrToDate'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.StrToTime'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.TimeAdd'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.TimeFromParts'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.TimeSub'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.TimestampAdd'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.TimestampDiff'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.TimestampSub'>: <function date_add_interval_sql.<locals>.func>, <class 'sqlglot.expressions.TimeStrToTime'>: <function timestrtotime_sql>, <class 'sqlglot.expressions.Transaction'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.Trim'>: <function BigQuery.Generator.<lambda>>, <class 'sqlglot.expressions.TsOrDsAdd'>: <function _ts_or_ds_add_sql>, <class 'sqlglot.expressions.TsOrDsDiff'>: <function _ts_or_ds_diff_sql>, <class 'sqlglot.expressions.TsOrDsToTime'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.Unhex'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.UnixDate'>: <function rename_func.<locals>.<lambda>>, <class 'sqlglot.expressions.UnixToTime'>: <function _unix_to_time_sql>, <class 'sqlglot.expressions.Values'>: <function _derived_table_values_to_unnest>, <class 'sqlglot.expressions.VariancePop'>: <function rename_func.<locals>.<lambda>>}
TYPE_MAPPING = {<Type.NCHAR: 'NCHAR'>: 'STRING', <Type.NVARCHAR: 'NVARCHAR'>: 'STRING', <Type.MEDIUMTEXT: 'MEDIUMTEXT'>: 'TEXT', <Type.LONGTEXT: 'LONGTEXT'>: 'TEXT', <Type.TINYTEXT: 'TINYTEXT'>: 'TEXT', <Type.MEDIUMBLOB: 'MEDIUMBLOB'>: 'BLOB', <Type.LONGBLOB: 'LONGBLOB'>: 'BLOB', <Type.TINYBLOB: 'TINYBLOB'>: 'BLOB', <Type.INET: 'INET'>: 'INET', <Type.ROWVERSION: 'ROWVERSION'>: 'BYTES', <Type.BIGDECIMAL: 'BIGDECIMAL'>: 'BIGNUMERIC', <Type.BIGINT: 'BIGINT'>: 'INT64', <Type.BINARY: 'BINARY'>: 'BYTES', <Type.BOOLEAN: 'BOOLEAN'>: 'BOOL', <Type.CHAR: 'CHAR'>: 'STRING', <Type.DECIMAL: 'DECIMAL'>: 'NUMERIC', <Type.DOUBLE: 'DOUBLE'>: 'FLOAT64', <Type.FLOAT: 'FLOAT'>: 'FLOAT64', <Type.INT: 'INT'>: 'INT64', <Type.SMALLINT: 'SMALLINT'>: 'INT64', <Type.TEXT: 'TEXT'>: 'STRING', <Type.TIMESTAMP: 'TIMESTAMP'>: 'DATETIME', <Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>: 'TIMESTAMP', <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>: 'TIMESTAMP', <Type.TINYINT: 'TINYINT'>: 'INT64', <Type.VARBINARY: 'VARBINARY'>: 'BYTES', <Type.VARCHAR: 'VARCHAR'>: 'STRING', <Type.VARIANT: 'VARIANT'>: 'ANY TYPE'}
PROPERTIES_LOCATION = {<class 'sqlglot.expressions.AllowedValuesProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.AlgorithmProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.AutoIncrementProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.AutoRefreshProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.BackupProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.BlockCompressionProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.CharacterSetProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.ChecksumProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.CollateProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.CopyGrantsProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.Cluster'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.ClusteredByProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.DataBlocksizeProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.DataDeletionProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.DefinerProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.DictRange'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.DictProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.DistKeyProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.DistStyleProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.EngineProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.ExecuteAsProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.ExternalProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.FallbackProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.FileFormatProperty'>: <Location.POST_WITH: 'POST_WITH'>, <class 'sqlglot.expressions.FreespaceProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.GlobalProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.HeapProperty'>: <Location.POST_WITH: 'POST_WITH'>, <class 'sqlglot.expressions.InheritsProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.IcebergProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.InputModelProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.IsolatedLoadingProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.JournalProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.LanguageProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.LikeProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.LocationProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.LockProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.LockingProperty'>: <Location.POST_ALIAS: 'POST_ALIAS'>, <class 'sqlglot.expressions.LogProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.MaterializedProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.MergeBlockRatioProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.NoPrimaryIndexProperty'>: <Location.POST_EXPRESSION: 'POST_EXPRESSION'>, <class 'sqlglot.expressions.OnProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.OnCommitProperty'>: <Location.POST_EXPRESSION: 'POST_EXPRESSION'>, <class 'sqlglot.expressions.Order'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.OutputModelProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.PartitionedByProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.PartitionedOfProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.PrimaryKey'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.Property'>: <Location.POST_WITH: 'POST_WITH'>, <class 'sqlglot.expressions.RemoteWithConnectionModelProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.ReturnsProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.RowFormatProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.RowFormatDelimitedProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.RowFormatSerdeProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SampleProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SchemaCommentProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SerdeProperties'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.Set'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SettingsProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SetProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.SetConfigProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SharingProperty'>: <Location.POST_EXPRESSION: 'POST_EXPRESSION'>, <class 'sqlglot.expressions.SequenceProperties'>: <Location.POST_EXPRESSION: 'POST_EXPRESSION'>, <class 'sqlglot.expressions.SortKeyProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SqlReadWriteProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.SqlSecurityProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.StabilityProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.StrictProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.TemporaryProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.ToTableProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.TransientProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.TransformModelProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.MergeTreeTTL'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.UnloggedProperty'>: <Location.POST_CREATE: 'POST_CREATE'>, <class 'sqlglot.expressions.ViewAttributeProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>, <class 'sqlglot.expressions.VolatileProperty'>: <Location.UNSUPPORTED: 'UNSUPPORTED'>, <class 'sqlglot.expressions.WithDataProperty'>: <Location.POST_EXPRESSION: 'POST_EXPRESSION'>, <class 'sqlglot.expressions.WithJournalTableProperty'>: <Location.POST_NAME: 'POST_NAME'>, <class 'sqlglot.expressions.WithSystemVersioningProperty'>: <Location.POST_SCHEMA: 'POST_SCHEMA'>}
RESERVED_KEYWORDS = {'range', 'groups', 'is', 'following', 'when', 'over', 'false', 'select', 'lookup', 'extract', 'treat', 'between', 'using', 'cast', 'for', 'rollup', 'rows', 'where', 'all', 'group', 'order', 'any', 'in', 'fetch', 'ignore', 'by', 'escape', 'end', 'inner', 'case', 'having', 'some', 'to', 'default', 'limit', 'right', 'cube', 'or', 'left', 'unnest', 'array', 'set', 'preceding', 'new', 'and', 'not', 'then', 'like', 'else', 'from', 'define', 'as', 'distinct', 'on', 'partition', 'collate', 'if', 'natural', 'cross', 'null', 'hash', 'proto', 'lateral', 'asc', 'union', 'window', 'of', 'exists', 'true', 'exclude', 'nulls', 'full', 'create', 'at', 'except', 'recursive', 'merge', 'contains', 'into', 'current', 'grouping', 'within', 'enum', 'unbounded', 'outer', 'desc', 'qualify', 'intersect', 'respect', 'assert_rows_modified', 'with', 'no', 'tablesample', 'interval', 'join', 'struct'}
def mod_sql(self, expression: sqlglot.expressions.Mod) -> str:
807        def mod_sql(self, expression: exp.Mod) -> str:
808            this = expression.this
809            expr = expression.expression
810            return self.func(
811                "MOD",
812                this.unnest() if isinstance(this, exp.Paren) else this,
813                expr.unnest() if isinstance(expr, exp.Paren) else expr,
814            )
def column_parts(self, expression: sqlglot.expressions.Column) -> str:
816        def column_parts(self, expression: exp.Column) -> str:
817            if expression.meta.get("quoted_column"):
818                # If a column reference is of the form `dataset.table`.name, we need
819                # to preserve the quoted table path, otherwise the reference breaks
820                table_parts = ".".join(p.name for p in expression.parts[:-1])
821                table_path = self.sql(exp.Identifier(this=table_parts, quoted=True))
822                return f"{table_path}.{self.sql(expression, 'this')}"
823
824            return super().column_parts(expression)
def table_parts(self, expression: sqlglot.expressions.Table) -> str:
826        def table_parts(self, expression: exp.Table) -> str:
827            # Depending on the context, `x.y` may not resolve to the same data source as `x`.`y`, so
828            # we need to make sure the correct quoting is used in each case.
829            #
830            # For example, if there is a CTE x that clashes with a schema name, then the former will
831            # return the table y in that schema, whereas the latter will return the CTE's y column:
832            #
833            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x.y`   -> cross join
834            # - WITH x AS (SELECT [1, 2] AS y) SELECT * FROM x, `x`.`y` -> implicit unnest
835            if expression.meta.get("quoted_table"):
836                table_parts = ".".join(p.name for p in expression.parts)
837                return self.sql(exp.Identifier(this=table_parts, quoted=True))
838
839            return super().table_parts(expression)
def timetostr_sql(self, expression: sqlglot.expressions.TimeToStr) -> str:
841        def timetostr_sql(self, expression: exp.TimeToStr) -> str:
842            this = expression.this if isinstance(expression.this, exp.TsOrDsToDate) else expression
843            return self.func("FORMAT_DATE", self.format_time(expression), this.this)
def eq_sql(self, expression: sqlglot.expressions.EQ) -> str:
845        def eq_sql(self, expression: exp.EQ) -> str:
846            # Operands of = cannot be NULL in BigQuery
847            if isinstance(expression.left, exp.Null) or isinstance(expression.right, exp.Null):
848                if not isinstance(expression.parent, exp.Update):
849                    return "NULL"
850
851            return self.binary(expression, "=")
def attimezone_sql(self, expression: sqlglot.expressions.AtTimeZone) -> str:
853        def attimezone_sql(self, expression: exp.AtTimeZone) -> str:
854            parent = expression.parent
855
856            # BigQuery allows CAST(.. AS {STRING|TIMESTAMP} [FORMAT <fmt> [AT TIME ZONE <tz>]]).
857            # Only the TIMESTAMP one should use the below conversion, when AT TIME ZONE is included.
858            if not isinstance(parent, exp.Cast) or not parent.to.is_type("text"):
859                return self.func(
860                    "TIMESTAMP", self.func("DATETIME", expression.this, expression.args.get("zone"))
861                )
862
863            return super().attimezone_sql(expression)
def trycast_sql(self, expression: sqlglot.expressions.TryCast) -> str:
865        def trycast_sql(self, expression: exp.TryCast) -> str:
866            return self.cast_sql(expression, safe_prefix="SAFE_")
def bracket_sql(self, expression: sqlglot.expressions.Bracket) -> str:
868        def bracket_sql(self, expression: exp.Bracket) -> str:
869            this = expression.this
870            expressions = expression.expressions
871
872            if len(expressions) == 1 and this and this.is_type(exp.DataType.Type.STRUCT):
873                arg = expressions[0]
874                if arg.type is None:
875                    from sqlglot.optimizer.annotate_types import annotate_types
876
877                    arg = annotate_types(arg)
878
879                if arg.type and arg.type.this in exp.DataType.TEXT_TYPES:
880                    # BQ doesn't support bracket syntax with string values for structs
881                    return f"{self.sql(this)}.{arg.name}"
882
883            expressions_sql = self.expressions(expression, flat=True)
884            offset = expression.args.get("offset")
885
886            if offset == 0:
887                expressions_sql = f"OFFSET({expressions_sql})"
888            elif offset == 1:
889                expressions_sql = f"ORDINAL({expressions_sql})"
890            elif offset is not None:
891                self.unsupported(f"Unsupported array offset: {offset}")
892
893            if expression.args.get("safe"):
894                expressions_sql = f"SAFE_{expressions_sql}"
895
896            return f"{self.sql(this)}[{expressions_sql}]"
def in_unnest_op(self, expression: sqlglot.expressions.Unnest) -> str:
898        def in_unnest_op(self, expression: exp.Unnest) -> str:
899            return self.sql(expression)
def except_op(self, expression: sqlglot.expressions.Except) -> str:
901        def except_op(self, expression: exp.Except) -> str:
902            if not expression.args.get("distinct"):
903                self.unsupported("EXCEPT without DISTINCT is not supported in BigQuery")
904            return f"EXCEPT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
def intersect_op(self, expression: sqlglot.expressions.Intersect) -> str:
906        def intersect_op(self, expression: exp.Intersect) -> str:
907            if not expression.args.get("distinct"):
908                self.unsupported("INTERSECT without DISTINCT is not supported in BigQuery")
909            return f"INTERSECT{' DISTINCT' if expression.args.get('distinct') else ' ALL'}"
def version_sql(self, expression: sqlglot.expressions.Version) -> str:
911        def version_sql(self, expression: exp.Version) -> str:
912            if expression.name == "TIMESTAMP":
913                expression.set("this", "SYSTEM_TIME")
914            return super().version_sql(expression)
TRY_SUPPORTED = False
AFTER_HAVING_MODIFIER_TRANSFORMS = {'qualify': <function Generator.<lambda>>, 'windows': <function Generator.<lambda>>}
Inherited Members
sqlglot.generator.Generator
Generator
LOCKING_READS_SUPPORTED
WRAP_DERIVED_VALUES
CREATE_FUNCTION_RETURN_AS
MATCHED_BY_SOURCE
SINGLE_STRING_INTERVAL
GROUPINGS_SEP
INDEX_ON
QUERY_HINT_SEP
IS_BOOL_ALLOWED
DUPLICATE_KEY_UPDATE_WITH_SET
LIMIT_IS_TOP
RETURNING_END
COLUMN_JOIN_MARKS_SUPPORTED
EXTRACT_ALLOWS_QUOTES
TZ_TO_WITH_TIME_ZONE
SELECT_KINDS
VALUES_AS_TABLE
ALTER_TABLE_INCLUDE_COLUMN_KEYWORD
AGGREGATE_FILTER_SUPPORTED
SEMI_ANTI_JOIN_WITH_SIDE
COMPUTED_COLUMN_WITH_TYPE
SUPPORTS_TABLE_COPY
TABLESAMPLE_REQUIRES_PARENS
TABLESAMPLE_SIZE_IS_ROWS
TABLESAMPLE_KEYWORDS
TABLESAMPLE_WITH_METHOD
TABLESAMPLE_SEED_KEYWORD
DATA_TYPE_SPECIFIERS_ALLOWED
ENSURE_BOOLS
CTE_RECURSIVE_KEYWORD_REQUIRED
SUPPORTS_SINGLE_ARG_CONCAT
LAST_DAY_SUPPORTS_DATE_PART
INSERT_OVERWRITE
SUPPORTS_SELECT_INTO
SUPPORTS_UNLOGGED_TABLES
SUPPORTS_CREATE_TABLE_LIKE
LIKE_PROPERTY_INSIDE_SCHEMA
MULTI_ARG_DISTINCT
JSON_TYPE_REQUIRED_FOR_EXTRACTION
JSON_PATH_BRACKETED_KEY_SUPPORTED
OUTER_UNION_MODIFIERS
COPY_PARAMS_ARE_WRAPPED
COPY_PARAMS_EQ_REQUIRED
COPY_HAS_INTO_KEYWORD
STAR_EXCEPT
TIME_PART_SINGULARS
TOKEN_MAPPING
STRUCT_DELIMITER
PARAMETER_TOKEN
WITH_SEPARATED_COMMENTS
EXCLUDE_COMMENTS
UNWRAPPED_INTERVAL_VALUES
PARAMETERIZABLE_TEXT_TYPES
EXPRESSIONS_WITHOUT_NESTED_CTES
SENTINEL_LINE_BREAK
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