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sqlglot/sqlglot/parser.py

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import logging
from sqlglot import exp
from sqlglot.errors import ErrorLevel, ParseError, concat_errors
from sqlglot.helper import apply_index_offset, ensure_list, list_get
from sqlglot.tokens import Token, Tokenizer, TokenType
logger = logging.getLogger("sqlglot")
class Parser:
"""
Parser consumes a list of tokens produced by the :class:`~sqlglot.tokens.Tokenizer`
and produces a parsed syntax tree.
Args
error_level (ErrorLevel): the desired error level. Default: ErrorLevel.RAISE.
error_message_context (int): determines the amount of context to capture from
a query string when displaying the error message (in number of characters).
Default: 50.
index_offset (int): Index offset for arrays eg ARRAY[0] vs ARRAY[1] as the head of a list
Default: 0
alias_post_tablesample (bool): If the table alias comes after tablesample
Default: False
max_errors (int): Maximum number of error messages to include in a raised ParseError.
This is only relevant if error_level is ErrorLevel.RAISE.
Default: 3
null_ordering (str): Indicates the default null ordering method to use if not explicitly set.
Options are "nulls_are_small", "nulls_are_large", "nulls_are_last".
Default: "nulls_are_small"
"""
FUNCTIONS = {
**{name: f.from_arg_list for f in exp.ALL_FUNCTIONS for name in f.sql_names()},
"DATE_TO_DATE_STR": lambda args: exp.Cast(
this=list_get(args, 0),
to=exp.DataType(this=exp.DataType.Type.TEXT),
),
"TIME_TO_TIME_STR": lambda args: exp.Cast(
this=list_get(args, 0),
to=exp.DataType(this=exp.DataType.Type.TEXT),
),
"TS_OR_DS_TO_DATE_STR": lambda args: exp.Substring(
this=exp.Cast(
this=list_get(args, 0),
to=exp.DataType(this=exp.DataType.Type.TEXT),
),
start=exp.Literal.number(1),
length=exp.Literal.number(10),
),
}
NO_PAREN_FUNCTIONS = {
TokenType.CURRENT_DATE: exp.CurrentDate,
TokenType.CURRENT_DATETIME: exp.CurrentDate,
TokenType.CURRENT_TIMESTAMP: exp.CurrentTimestamp,
}
NESTED_TYPE_TOKENS = {
TokenType.ARRAY,
TokenType.MAP,
TokenType.STRUCT,
TokenType.NULLABLE,
}
TYPE_TOKENS = {
TokenType.BOOLEAN,
TokenType.TINYINT,
TokenType.SMALLINT,
TokenType.INT,
TokenType.BIGINT,
TokenType.FLOAT,
TokenType.DOUBLE,
TokenType.CHAR,
TokenType.NCHAR,
TokenType.VARCHAR,
TokenType.NVARCHAR,
TokenType.TEXT,
TokenType.BINARY,
TokenType.JSON,
TokenType.TIMESTAMP,
TokenType.TIMESTAMPTZ,
TokenType.DATETIME,
TokenType.DATE,
TokenType.DECIMAL,
TokenType.UUID,
TokenType.GEOGRAPHY,
*NESTED_TYPE_TOKENS,
}
SUBQUERY_PREDICATES = {
TokenType.ANY: exp.Any,
TokenType.ALL: exp.All,
TokenType.EXISTS: exp.Exists,
TokenType.SOME: exp.Any,
}
RESERVED_KEYWORDS = {*Tokenizer.SINGLE_TOKENS.values(), TokenType.SELECT}
ID_VAR_TOKENS = {
TokenType.VAR,
TokenType.ALTER,
TokenType.BEGIN,
TokenType.BUCKET,
TokenType.CACHE,
TokenType.COLLATE,
TokenType.COMMIT,
TokenType.CONSTRAINT,
TokenType.CONVERT,
TokenType.DEFAULT,
TokenType.DELETE,
TokenType.ENGINE,
TokenType.ESCAPE,
TokenType.EXPLAIN,
TokenType.FALSE,
TokenType.FIRST,
TokenType.FOLLOWING,
TokenType.FORMAT,
TokenType.FUNCTION,
TokenType.IF,
TokenType.INDEX,
TokenType.ISNULL,
TokenType.INTERVAL,
TokenType.LAZY,
TokenType.LOCATION,
TokenType.NEXT,
TokenType.ONLY,
TokenType.OPTIMIZE,
TokenType.OPTIONS,
TokenType.ORDINALITY,
TokenType.PERCENT,
TokenType.PRECEDING,
TokenType.RANGE,
TokenType.REFERENCES,
TokenType.ROWS,
TokenType.SCHEMA_COMMENT,
TokenType.SET,
TokenType.SHOW,
TokenType.STORED,
TokenType.TABLE,
TokenType.TABLE_FORMAT,
TokenType.TEMPORARY,
TokenType.TOP,
TokenType.TRUNCATE,
TokenType.TRUE,
TokenType.UNBOUNDED,
TokenType.UNIQUE,
TokenType.PROPERTIES,
*SUBQUERY_PREDICATES,
*TYPE_TOKENS,
}
CASTS = {
TokenType.CAST,
TokenType.TRY_CAST,
}
FUNC_TOKENS = {
TokenType.CONVERT,
TokenType.CURRENT_DATE,
TokenType.CURRENT_DATETIME,
TokenType.CURRENT_TIMESTAMP,
TokenType.CURRENT_TIME,
TokenType.EXTRACT,
TokenType.FILTER,
TokenType.FIRST,
TokenType.FORMAT,
TokenType.ISNULL,
TokenType.OFFSET,
TokenType.PRIMARY_KEY,
TokenType.REPLACE,
TokenType.ROW,
TokenType.UNNEST,
TokenType.VAR,
TokenType.LEFT,
TokenType.RIGHT,
TokenType.DATE,
TokenType.DATETIME,
TokenType.TIMESTAMP,
TokenType.TIMESTAMPTZ,
*CASTS,
*NESTED_TYPE_TOKENS,
*SUBQUERY_PREDICATES,
}
CONJUNCTION = {
TokenType.AND: exp.And,
TokenType.OR: exp.Or,
}
EQUALITY = {
TokenType.EQ: exp.EQ,
TokenType.NEQ: exp.NEQ,
}
COMPARISON = {
TokenType.GT: exp.GT,
TokenType.GTE: exp.GTE,
TokenType.LT: exp.LT,
TokenType.LTE: exp.LTE,
}
BITWISE = {
TokenType.AMP: exp.BitwiseAnd,
TokenType.CARET: exp.BitwiseXor,
TokenType.PIPE: exp.BitwiseOr,
TokenType.DPIPE: exp.DPipe,
}
TERM = {
TokenType.DASH: exp.Sub,
TokenType.PLUS: exp.Add,
TokenType.MOD: exp.Mod,
}
FACTOR = {
TokenType.DIV: exp.IntDiv,
TokenType.SLASH: exp.Div,
TokenType.STAR: exp.Mul,
}
TIMESTAMPS = {
TokenType.TIMESTAMP,
TokenType.TIMESTAMPTZ,
}
SET_OPERATIONS = {
TokenType.UNION,
TokenType.INTERSECT,
TokenType.EXCEPT,
}
JOIN_SIDES = {
TokenType.LEFT,
TokenType.RIGHT,
TokenType.FULL,
}
JOIN_KINDS = {
TokenType.INNER,
TokenType.OUTER,
TokenType.CROSS,
}
COLUMN_OPERATORS = {
TokenType.DOT: None,
TokenType.ARROW: lambda self, this, path: self.expression(
exp.JSONExtract,
this=this,
path=path,
),
TokenType.DARROW: lambda self, this, path: self.expression(
exp.JSONExtractScalar,
this=this,
path=path,
),
TokenType.HASH_ARROW: lambda self, this, path: self.expression(
exp.JSONBExtract,
this=this,
path=path,
),
TokenType.DHASH_ARROW: lambda self, this, path: self.expression(
exp.JSONBExtractScalar,
this=this,
path=path,
),
}
EXPRESSION_PARSERS = {
exp.DataType: lambda self: self._parse_types(),
exp.From: lambda self: self._parse_from(),
exp.Group: lambda self: self._parse_group(),
exp.Lateral: lambda self: self._parse_lateral(),
exp.Join: lambda self: self._parse_join(),
exp.Order: lambda self: self._parse_order(),
exp.Cluster: lambda self: self._parse_sort(TokenType.CLUSTER_BY, exp.Cluster),
exp.Sort: lambda self: self._parse_sort(TokenType.SORT_BY, exp.Sort),
exp.Lambda: lambda self: self._parse_lambda(),
exp.Limit: lambda self: self._parse_limit(),
exp.Offset: lambda self: self._parse_offset(),
exp.TableAlias: lambda self: self._parse_table_alias(),
exp.Table: lambda self: self._parse_table(),
exp.Condition: lambda self: self._parse_conjunction(),
exp.Expression: lambda self: self._parse_statement(),
exp.Properties: lambda self: self._parse_properties(),
"JOIN_TYPE": lambda self: self._parse_join_side_and_kind(),
}
STATEMENT_PARSERS = {
TokenType.CREATE: lambda self: self._parse_create(),
TokenType.DROP: lambda self: self._parse_drop(),
TokenType.INSERT: lambda self: self._parse_insert(),
TokenType.UPDATE: lambda self: self._parse_update(),
TokenType.DELETE: lambda self: self._parse_delete(),
TokenType.CACHE: lambda self: self._parse_cache(),
TokenType.UNCACHE: lambda self: self._parse_uncache(),
}
PRIMARY_PARSERS = {
TokenType.STRING: lambda _, token: exp.Literal.string(token.text),
TokenType.NUMBER: lambda _, token: exp.Literal.number(token.text),
TokenType.STAR: lambda self, _: exp.Star(
**{"except": self._parse_except(), "replace": self._parse_replace()}
),
TokenType.NULL: lambda *_: exp.Null(),
TokenType.TRUE: lambda *_: exp.Boolean(this=True),
TokenType.FALSE: lambda *_: exp.Boolean(this=False),
TokenType.PLACEHOLDER: lambda *_: exp.Placeholder(),
TokenType.BIT_STRING: lambda _, token: exp.BitString(this=token.text),
TokenType.INTRODUCER: lambda self, token: self.expression(
exp.Introducer,
this=token.text,
expression=self._parse_var_or_string(),
),
}
RANGE_PARSERS = {
TokenType.BETWEEN: lambda self, this: self._parse_between(this),
TokenType.IN: lambda self, this: self._parse_in(this),
TokenType.IS: lambda self, this: self._parse_is(this),
TokenType.LIKE: lambda self, this: self._parse_escape(
self.expression(exp.Like, this=this, expression=self._parse_type())
),
TokenType.ILIKE: lambda self, this: self._parse_escape(
self.expression(exp.ILike, this=this, expression=self._parse_type())
),
TokenType.RLIKE: lambda self, this: self.expression(
exp.RegexpLike, this=this, expression=self._parse_type()
),
}
PROPERTY_PARSERS = {
TokenType.AUTO_INCREMENT: lambda self: self._parse_auto_increment(),
TokenType.CHARACTER_SET: lambda self: self._parse_character_set(),
TokenType.COLLATE: lambda self: self._parse_collate(),
TokenType.ENGINE: lambda self: self._parse_engine(),
TokenType.FORMAT: lambda self: self._parse_format(),
TokenType.LOCATION: lambda self: self.expression(
exp.LocationProperty,
this=exp.Literal.string("LOCATION"),
value=self._parse_string(),
),
TokenType.PARTITIONED_BY: lambda self: self.expression(
exp.PartitionedByProperty,
this=exp.Literal.string("PARTITIONED_BY"),
value=self._parse_schema(),
),
TokenType.SCHEMA_COMMENT: lambda self: self._parse_schema_comment(),
TokenType.STORED: lambda self: self._parse_stored(),
TokenType.TABLE_FORMAT: lambda self: self._parse_table_format(),
TokenType.USING: lambda self: self._parse_table_format(),
}
CONSTRAINT_PARSERS = {
TokenType.CHECK: lambda self: self._parse_check(),
TokenType.FOREIGN_KEY: lambda self: self._parse_foreign_key(),
TokenType.UNIQUE: lambda self: self._parse_unique(),
}
NO_PAREN_FUNCTION_PARSERS = {
TokenType.CASE: lambda self: self._parse_case(),
TokenType.IF: lambda self: self._parse_if(),
}
FUNCTION_PARSERS = {
TokenType.CONVERT: lambda self, _: self._parse_convert(),
TokenType.EXTRACT: lambda self, _: self._parse_extract(),
**{
token_type: lambda self, token_type: self._parse_cast(
self.STRICT_CAST and token_type == TokenType.CAST
)
for token_type in CASTS
},
}
QUERY_MODIFIER_PARSERS = {
"laterals": lambda self: self._parse_laterals(),
"joins": lambda self: self._parse_joins(),
"where": lambda self: self._parse_where(),
"group": lambda self: self._parse_group(),
"having": lambda self: self._parse_having(),
"qualify": lambda self: self._parse_qualify(),
"window": lambda self: self._match(TokenType.WINDOW)
and self._parse_window(self._parse_id_var(), alias=True),
"distribute": lambda self: self._parse_sort(
TokenType.DISTRIBUTE_BY, exp.Distribute
),
"sort": lambda self: self._parse_sort(TokenType.SORT_BY, exp.Sort),
"cluster": lambda self: self._parse_sort(TokenType.CLUSTER_BY, exp.Cluster),
"order": lambda self: self._parse_order(),
"limit": lambda self: self._parse_limit(),
"offset": lambda self: self._parse_offset(),
}
CREATABLES = {TokenType.TABLE, TokenType.VIEW, TokenType.FUNCTION, TokenType.INDEX}
STRICT_CAST = True
__slots__ = (
"error_level",
"error_message_context",
"sql",
"errors",
"index_offset",
"unnest_column_only",
"alias_post_tablesample",
"max_errors",
"null_ordering",
"_tokens",
"_chunks",
"_index",
"_curr",
"_next",
"_prev",
"_greedy_subqueries",
)
def __init__(
self,
error_level=None,
error_message_context=100,
index_offset=0,
unnest_column_only=False,
alias_post_tablesample=False,
max_errors=3,
null_ordering=None,
):
self.error_level = error_level or ErrorLevel.RAISE
self.error_message_context = error_message_context
self.index_offset = index_offset
self.unnest_column_only = unnest_column_only
self.alias_post_tablesample = alias_post_tablesample
self.max_errors = max_errors
self.null_ordering = null_ordering
self.reset()
def reset(self):
self.sql = ""
self.errors = []
self._tokens = []
self._chunks = [[]]
self._index = 0
self._curr = None
self._next = None
self._prev = None
self._greedy_subqueries = False
def parse(self, raw_tokens, sql=None):
"""
Parses the given list of tokens and returns a list of syntax trees, one tree
per parsed SQL statement.
Args
raw_tokens (list): the list of tokens (:class:`~sqlglot.tokens.Token`).
sql (str): the original SQL string. Used to produce helpful debug messages.
Returns
the list of syntax trees (:class:`~sqlglot.expressions.Expression`).
"""
return self._parse(
parse_method=self.__class__._parse_statement, raw_tokens=raw_tokens, sql=sql
)
def parse_into(self, expression_types, raw_tokens, sql=None):
for expression_type in ensure_list(expression_types):
parser = self.EXPRESSION_PARSERS.get(expression_type)
if not parser:
raise TypeError(f"No parser registered for {expression_type}")
try:
return self._parse(parser, raw_tokens, sql)
except ParseError as e:
error = e
raise ParseError(f"Failed to parse into {expression_types}") from error
def _parse(self, parse_method, raw_tokens, sql=None):
self.reset()
self.sql = sql or ""
total = len(raw_tokens)
for i, token in enumerate(raw_tokens):
if token.token_type == TokenType.SEMICOLON:
if i < total - 1:
self._chunks.append([])
else:
self._chunks[-1].append(token)
expressions = []
for tokens in self._chunks:
self._index = -1
self._tokens = tokens
self._advance()
expressions.append(parse_method(self))
if self._index < len(self._tokens):
self.raise_error("Invalid expression / Unexpected token")
self.check_errors()
return expressions
def check_errors(self):
if self.error_level == ErrorLevel.WARN:
for error in self.errors:
logger.error(str(error))
elif self.error_level == ErrorLevel.RAISE and self.errors:
raise ParseError(concat_errors(self.errors, self.max_errors))
def raise_error(self, message, token=None):
token = token or self._curr or self._prev or Token.string("")
start = self._find_token(token, self.sql)
end = start + len(token.text)
start_context = self.sql[max(start - self.error_message_context, 0) : start]
highlight = self.sql[start:end]
end_context = self.sql[end : end + self.error_message_context]
error = ParseError(
f"{message}. Line {token.line}, Col: {token.col}.\n"
f" {start_context}\033[4m{highlight}\033[0m{end_context}"
)
if self.error_level == ErrorLevel.IMMEDIATE:
raise error
self.errors.append(error)
def expression(self, exp_class, **kwargs):
instance = exp_class(**kwargs)
self.validate_expression(instance)
return instance
def validate_expression(self, expression, args=None):
if self.error_level == ErrorLevel.IGNORE:
return
for k in expression.args:
if k not in expression.arg_types:
self.raise_error(
f"Unexpected keyword: '{k}' for {expression.__class__}"
)
for k, mandatory in expression.arg_types.items():
v = expression.args.get(k)
if mandatory and (v is None or (isinstance(v, list) and not v)):
self.raise_error(
f"Required keyword: '{k}' missing for {expression.__class__}"
)
if (
args
and len(args) > len(expression.arg_types)
and not expression.is_var_len_args
):
self.raise_error(
f"The number of provided arguments ({len(args)}) is greater than "
f"the maximum number of supported arguments ({len(expression.arg_types)})"
)
def _find_token(self, token, sql):
line = 1
col = 1
index = 0
while line < token.line or col < token.col:
if Tokenizer.WHITE_SPACE.get(sql[index]) == TokenType.BREAK:
line += 1
col = 1
else:
col += 1
index += 1
return index
def _get_token(self, index):
return list_get(self._tokens, index)
def _advance(self, times=1):
self._index += times
self._curr = self._get_token(self._index)
self._next = self._get_token(self._index + 1)
self._prev = self._get_token(self._index - 1) if self._index > 0 else None
def _retreat(self, index):
self._advance(index - self._index)
def _parse_statement(self):
if self._curr is None:
return None
if self._match_set(self.STATEMENT_PARSERS):
return self.STATEMENT_PARSERS[self._prev.token_type](self)
if self._match_set(Tokenizer.COMMANDS):
return self.expression(
exp.Command,
this=self._prev.text,
expression=self._parse_string(),
)
expression = self._parse_expression()
expression = (
self._parse_set_operations(expression)
if expression
else self._parse_select()
)
self._parse_query_modifiers(expression)
return expression
def _parse_drop(self):
if self._match(TokenType.TABLE):
kind = "TABLE"
elif self._match(TokenType.VIEW):
kind = "VIEW"
else:
self.raise_error("Expected TABLE or View")
return self.expression(
exp.Drop,
exists=self._parse_exists(),
this=self._parse_table(schema=True),
kind=kind,
)
def _parse_exists(self, not_=False):
return (
self._match(TokenType.IF)
and (not not_ or self._match(TokenType.NOT))
and self._match(TokenType.EXISTS)
)
def _parse_create(self):
replace = self._match(TokenType.OR) and self._match(TokenType.REPLACE)
temporary = self._match(TokenType.TEMPORARY)
unique = self._match(TokenType.UNIQUE)
create_token = self._match_set(self.CREATABLES) and self._prev
if not create_token:
self.raise_error("Expected TABLE, VIEW, INDEX, or FUNCTION")
exists = self._parse_exists(not_=True)
this = None
expression = None
properties = None
if create_token.token_type == TokenType.FUNCTION:
this = self._parse_var()
if self._match(TokenType.ALIAS):
expression = self._parse_string()
elif create_token.token_type == TokenType.INDEX:
this = self._parse_index()
elif create_token.token_type in (TokenType.TABLE, TokenType.VIEW):
this = self._parse_table(schema=True)
properties = self._parse_properties(
this if isinstance(this, exp.Schema) else None
)
if self._match(TokenType.ALIAS):
expression = self._parse_select()
return self.expression(
exp.Create,
this=this,
kind=create_token.text,
expression=expression,
exists=exists,
properties=properties,
temporary=temporary,
replace=replace,
unique=unique,
)
def _parse_property(self, schema):
if self._match_set(self.PROPERTY_PARSERS):
return self.PROPERTY_PARSERS[self._prev.token_type](self)
if self._match_pair(TokenType.DEFAULT, TokenType.CHARACTER_SET):
return self._parse_character_set(True)
if self._match_pair(TokenType.VAR, TokenType.EQ, advance=False):
key = self._parse_var().this
self._match(TokenType.EQ)
if key.upper() == "PARTITIONED_BY":
expression = exp.PartitionedByProperty
value = self._parse_schema() or self._parse_bracket(self._parse_field())
if schema and not isinstance(value, exp.Schema):
columns = {v.name.upper() for v in value.expressions}
partitions = [
expression
for expression in schema.expressions
if expression.this.name.upper() in columns
]
schema.set(
"expressions",
[e for e in schema.expressions if e not in partitions],
)
value = self.expression(exp.Schema, expressions=partitions)
else:
value = self._parse_column()
expression = exp.AnonymousProperty
return self.expression(
expression,
this=exp.Literal.string(key),
value=value,
)
return None
def _parse_stored(self):
self._match(TokenType.ALIAS)
self._match(TokenType.EQ)
return self.expression(
exp.FileFormatProperty,
this=exp.Literal.string("FORMAT"),
value=exp.Literal.string(self._parse_var().name),
)
def _parse_format(self):
self._match(TokenType.EQ)
return self.expression(
exp.FileFormatProperty,
this=exp.Literal.string("FORMAT"),
value=self._parse_string() or self._parse_var(),
)
def _parse_engine(self):
self._match(TokenType.EQ)
return self.expression(
exp.EngineProperty,
this=exp.Literal.string("ENGINE"),
value=self._parse_var_or_string(),
)
def _parse_auto_increment(self):
self._match(TokenType.EQ)
return self.expression(
exp.AutoIncrementProperty,
this=exp.Literal.string("AUTO_INCREMENT"),
value=self._parse_var() or self._parse_number(),
)
def _parse_collate(self):
self._match(TokenType.EQ)
return self.expression(
exp.CollateProperty,
this=exp.Literal.string("COLLATE"),
value=self._parse_var_or_string(),
)
def _parse_schema_comment(self):
self._match(TokenType.EQ)
return self.expression(
exp.SchemaCommentProperty,
this=exp.Literal.string("COMMENT"),
value=self._parse_string(),
)
def _parse_character_set(self, default=False):
self._match(TokenType.EQ)
return self.expression(
exp.CharacterSetProperty,
this=exp.Literal.string("CHARACTER_SET"),
value=self._parse_var_or_string(),
default=default,
)
def _parse_table_format(self):
self._match(TokenType.EQ)
return self.expression(
exp.TableFormatProperty,
this=exp.Literal.string("TABLE_FORMAT"),
value=self._parse_var_or_string(),
)
def _parse_properties(self, schema=None):
"""
Schema is included since if the table schema is defined and we later get a partition by expression
then we will define those columns in the partition by section and not in with the rest of the
columns
"""
properties = []
while True:
if self._match(TokenType.WITH):
self._match_l_paren()
properties.extend(self._parse_csv(lambda: self._parse_property(schema)))
self._match_r_paren()
elif self._match(TokenType.PROPERTIES):
self._match_l_paren()
properties.extend(
self._parse_csv(
lambda: self.expression(
exp.AnonymousProperty,
this=self._parse_string(),
value=self._match(TokenType.EQ) and self._parse_string(),
)
)
)
self._match_r_paren()
else:
identified_property = self._parse_property(schema)
if not identified_property:
break
properties.append(identified_property)
if properties:
return self.expression(exp.Properties, expressions=properties)
return None
def _parse_insert(self):
overwrite = self._match(TokenType.OVERWRITE)
self._match(TokenType.INTO)
self._match(TokenType.TABLE)
return self.expression(
exp.Insert,
this=self._parse_table(schema=True),
exists=self._parse_exists(),
partition=self._parse_partition(),
expression=self._parse_select(),
overwrite=overwrite,
)
def _parse_delete(self):
self._match(TokenType.FROM)
return self.expression(
exp.Delete,
this=self._parse_table(schema=True),
where=self._parse_where(),
)
def _parse_update(self):
return self.expression(
exp.Update,
**{
"this": self._parse_table(schema=True),
"expressions": self._match(TokenType.SET)
and self._parse_csv(self._parse_equality),
"from": self._parse_from(),
"where": self._parse_where(),
},
)
def _parse_uncache(self):
if not self._match(TokenType.TABLE):
self.raise_error("Expecting TABLE after UNCACHE")
return self.expression(
exp.Uncache,
exists=self._parse_exists(),
this=self._parse_table(schema=True),
)
def _parse_cache(self):
lazy = self._match(TokenType.LAZY)
self._match(TokenType.TABLE)
table = self._parse_table(schema=True)
options = []
if self._match(TokenType.OPTIONS):
self._match_l_paren()
k = self._parse_string()
self._match(TokenType.EQ)
v = self._parse_string()
options = [k, v]
self._match_r_paren()
self._match(TokenType.ALIAS)
return self.expression(
exp.Cache,
this=table,
lazy=lazy,
options=options,
expression=self._parse_select(),
)
def _parse_partition(self):
if not self._match(TokenType.PARTITION):
return None
def parse_values():
k = self._parse_var()
if self._match(TokenType.EQ):
v = self._parse_string()
return (k, v)
return (k, None)
self._match_l_paren()
values = self._parse_csv(parse_values)
self._match_r_paren()
return self.expression(
exp.Partition,
this=values,
)
def _parse_value(self):
self._match_l_paren()
expressions = self._parse_csv(self._parse_conjunction)
self._match_r_paren()
return self.expression(exp.Tuple, expressions=expressions)
def _parse_select(self, table=None):
index = self._index
if self._match(TokenType.SELECT):
hint = self._parse_hint()
all_ = self._match(TokenType.ALL)
distinct = self._match(TokenType.DISTINCT)
if distinct:
distinct = self.expression(
exp.Distinct,
on=self._parse_value() if self._match(TokenType.ON) else None,
)
if all_ and distinct:
self.raise_error("Cannot specify both ALL and DISTINCT after SELECT")
limit = self._parse_limit(top=True)
expressions = self._parse_csv(
lambda: self._parse_annotation(self._parse_expression())
)
this = self.expression(
exp.Select,
hint=hint,
distinct=distinct,
expressions=expressions,
limit=limit,
)
from_ = self._parse_from()
if from_:
this.set("from", from_)
self._parse_query_modifiers(this)
elif self._match(TokenType.WITH):
recursive = self._match(TokenType.RECURSIVE)
expressions = []
while True:
expressions.append(self._parse_cte())
if not self._match(TokenType.COMMA):
break
cte = self.expression(
exp.With,
expressions=expressions,
recursive=recursive,
)
this = self._parse_statement()
if not this:
self.raise_error("Failed to parse any statement following CTE")
return cte
if "with" in this.arg_types:
this.set(
"with",
self.expression(
exp.With,
expressions=expressions,
recursive=recursive,
),
)
else:
self.raise_error(f"{this.key} does not support CTE")
elif self._match(TokenType.L_PAREN):
this = self._parse_table() if table else self._parse_select()
if this:
self._parse_query_modifiers(this)
self._match_r_paren()
this = self._parse_subquery(this)
else:
self._retreat(index)
elif self._match(TokenType.VALUES):
this = self.expression(
exp.Values, expressions=self._parse_csv(self._parse_value)
)
alias = self._parse_table_alias()
if alias:
this = self.expression(exp.Subquery, this=this, alias=alias)
else:
this = None
return self._parse_set_operations(this) if this else None
def _parse_cte(self):
alias = self._parse_table_alias()
if not alias or not alias.this:
self.raise_error("Expected CTE to have alias")
if not self._match(TokenType.ALIAS):
self.raise_error("Expected AS in CTE")
self._match_l_paren()
expression = self._parse_statement()
self._match_r_paren()
return self.expression(
exp.CTE,
this=expression,
alias=alias,
)
def _parse_table_alias(self):
any_token = self._match(TokenType.ALIAS)
alias = self._parse_id_var(any_token)
columns = None
if self._match(TokenType.L_PAREN):
columns = self._parse_csv(lambda: self._parse_id_var(any_token))
self._match_r_paren()
if not alias and not columns:
return None
return self.expression(
exp.TableAlias,
this=alias,
columns=columns,
)
def _parse_subquery(self, this):
return self.expression(exp.Subquery, this=this, alias=self._parse_table_alias())
def _parse_query_modifiers(self, this):
if not isinstance(this, (exp.Subquery, exp.Subqueryable)):
return
for key, parser in self.QUERY_MODIFIER_PARSERS.items():
expression = parser(self)
if expression:
this.set(key, expression)
def _parse_annotation(self, expression):
if self._match(TokenType.ANNOTATION):
return self.expression(
exp.Annotation, this=self._prev.text, expression=expression
)
return expression
def _parse_hint(self):
if self._match(TokenType.HINT):
hints = self._parse_csv(self._parse_function)
if not self._match(TokenType.HINT):
self.raise_error("Expected */ after HINT")
return self.expression(exp.Hint, expressions=hints)
return None
def _parse_from(self):
if not self._match(TokenType.FROM):
return None
return self.expression(exp.From, expressions=self._parse_csv(self._parse_table))
def _parse_laterals(self):
return self._parse_all(self._parse_lateral)
def _parse_lateral(self):
if not self._match(TokenType.LATERAL):
return None
if not self._match(TokenType.VIEW):
self.raise_error("Expected VIEW after LATERAL")
outer = self._match(TokenType.OUTER)
return self.expression(
exp.Lateral,
this=self._parse_function(),
outer=outer,
alias=self.expression(
exp.TableAlias,
this=self._parse_id_var(any_token=False),
columns=(
self._parse_csv(self._parse_id_var)
if self._match(TokenType.ALIAS)
else None
),
),
)
def _parse_joins(self):
return self._parse_all(self._parse_join)
def _parse_join_side_and_kind(self):
return (
self._match_set(self.JOIN_SIDES) and self._prev,
self._match_set(self.JOIN_KINDS) and self._prev,
)
def _parse_join(self):
side, kind = self._parse_join_side_and_kind()
if not self._match(TokenType.JOIN):
return None
kwargs = {"this": self._parse_table()}
if side:
kwargs["side"] = side.text
if kind:
kwargs["kind"] = kind.text
if self._match(TokenType.ON):
kwargs["on"] = self._parse_conjunction()
elif self._match(TokenType.USING):
kwargs["using"] = self._parse_wrapped_id_vars()
return self.expression(exp.Join, **kwargs)
def _parse_index(self):
index = self._parse_id_var()
self._match(TokenType.ON)
self._match(TokenType.TABLE) # hive
return self.expression(
exp.Index,
this=index,
table=self.expression(exp.Table, this=self._parse_id_var()),
columns=self._parse_expression(),
)
def _parse_table(self, schema=False):
unnest = self._parse_unnest()
if unnest:
return unnest
subquery = self._parse_select(table=True)
if subquery:
return subquery
catalog = None
db = None
table = (not schema and self._parse_function()) or self._parse_id_var(False)
while self._match(TokenType.DOT):
catalog = db
db = table
table = self._parse_id_var()
if not table:
self.raise_error("Expected table name")
this = self.expression(exp.Table, this=table, db=db, catalog=catalog)
if schema:
return self._parse_schema(this=this)
if self.alias_post_tablesample:
table_sample = self._parse_table_sample()
alias = self._parse_table_alias()
if alias:
this = self.expression(exp.Alias, this=this, alias=alias)
if not self.alias_post_tablesample:
table_sample = self._parse_table_sample()
if table_sample:
table_sample.set("this", this)
this = table_sample
return this
def _parse_unnest(self):
if not self._match(TokenType.UNNEST):
return None
self._match_l_paren()
expressions = self._parse_csv(self._parse_column)
self._match_r_paren()
ordinality = bool(
self._match(TokenType.WITH) and self._match(TokenType.ORDINALITY)
)
alias = self._parse_table_alias()
if alias and self.unnest_column_only:
if alias.args.get("columns"):
self.raise_error("Unexpected extra column alias in unnest.")
alias.set("columns", [alias.this])
alias.set("this", None)
return self.expression(
exp.Unnest,
expressions=expressions,
ordinality=ordinality,
alias=alias,
)
def _parse_table_sample(self):
if not self._match(TokenType.TABLE_SAMPLE):
return None
method = self._parse_var()
bucket_numerator = None
bucket_denominator = None
bucket_field = None
percent = None
rows = None
size = None
self._match_l_paren()
if self._match(TokenType.BUCKET):
bucket_numerator = self._parse_number()
self._match(TokenType.OUT_OF)
bucket_denominator = bucket_denominator = self._parse_number()
self._match(TokenType.ON)
bucket_field = self._parse_field()
else:
num = self._parse_number()
if self._match(TokenType.PERCENT):
percent = num
elif self._match(TokenType.ROWS):
rows = num
else:
size = num
self._match_r_paren()
return self.expression(
exp.TableSample,
method=method,
bucket_numerator=bucket_numerator,
bucket_denominator=bucket_denominator,
bucket_field=bucket_field,
percent=percent,
rows=rows,
size=size,
)
def _parse_where(self):
if not self._match(TokenType.WHERE):
return None
return self.expression(exp.Where, this=self._parse_conjunction())
def _parse_group(self):
if not self._match(TokenType.GROUP_BY):
return None
return self.expression(
exp.Group,
expressions=self._parse_csv(self._parse_conjunction),
grouping_sets=self._parse_grouping_sets(),
cube=self._match(TokenType.CUBE) and self._parse_wrapped_id_vars(),
rollup=self._match(TokenType.ROLLUP) and self._parse_wrapped_id_vars(),
)
def _parse_grouping_sets(self):
if not self._match(TokenType.GROUPING_SETS):
return None
self._match_l_paren()
grouping_sets = self._parse_csv(self._parse_grouping_set)
self._match_r_paren()
return grouping_sets
def _parse_grouping_set(self):
if self._match(TokenType.L_PAREN):
grouping_set = self._parse_csv(self._parse_id_var)
self._match_r_paren()
return self.expression(exp.Tuple, expressions=grouping_set)
return self._parse_id_var()
def _parse_having(self):
if not self._match(TokenType.HAVING):
return None
return self.expression(exp.Having, this=self._parse_conjunction())
def _parse_qualify(self):
if not self._match(TokenType.QUALIFY):
return None
return self.expression(exp.Qualify, this=self._parse_conjunction())
def _parse_order(self, this=None):
if not self._match(TokenType.ORDER_BY):
return this
return self.expression(
exp.Order, this=this, expressions=self._parse_csv(self._parse_ordered)
)
def _parse_sort(self, token_type, exp_class):
if not self._match(token_type):
return None
return self.expression(
exp_class, expressions=self._parse_csv(self._parse_ordered)
)
def _parse_ordered(self):
this = self._parse_conjunction()
self._match(TokenType.ASC)
is_desc = self._match(TokenType.DESC)
is_nulls_first = self._match(TokenType.NULLS_FIRST)
is_nulls_last = self._match(TokenType.NULLS_LAST)
desc = is_desc or False
asc = not desc
nulls_first = is_nulls_first or False
explicitly_null_ordered = is_nulls_first or is_nulls_last
if (
not explicitly_null_ordered
and (
(asc and self.null_ordering == "nulls_are_small")
or (desc and self.null_ordering != "nulls_are_small")
)
and self.null_ordering != "nulls_are_last"
):
nulls_first = True
return self.expression(
exp.Ordered, this=this, desc=desc, nulls_first=nulls_first
)
def _parse_limit(self, this=None, top=False):
if self._match(TokenType.TOP if top else TokenType.LIMIT):
return self.expression(
exp.Limit, this=this, expression=self._parse_number()
)
if self._match(TokenType.FETCH):
direction = self._match_set((TokenType.FIRST, TokenType.NEXT))
direction = self._prev.text if direction else "FIRST"
count = self._parse_number()
self._match_set((TokenType.ROW, TokenType.ROWS))
self._match(TokenType.ONLY)
return self.expression(exp.Fetch, direction=direction, count=count)
return this
def _parse_offset(self, this=None):
if not self._match(TokenType.OFFSET):
return this
count = self._parse_number()
self._match_set((TokenType.ROW, TokenType.ROWS))
return self.expression(exp.Offset, this=this, expression=count)
def _parse_set_operations(self, this):
if not self._match_set(self.SET_OPERATIONS):
return this
token_type = self._prev.token_type
if token_type == TokenType.UNION:
expression = exp.Union
elif token_type == TokenType.EXCEPT:
expression = exp.Except
else:
expression = exp.Intersect
return self.expression(
expression,
this=this,
distinct=self._match(TokenType.DISTINCT) or not self._match(TokenType.ALL),
expression=self._parse_select(),
)
def _parse_expression(self):
return self._parse_alias(self._parse_conjunction())
def _parse_conjunction(self):
return self._parse_tokens(self._parse_equality, self.CONJUNCTION)
def _parse_equality(self):
return self._parse_tokens(self._parse_comparison, self.EQUALITY)
def _parse_comparison(self):
return self._parse_tokens(self._parse_range, self.COMPARISON)
def _parse_range(self):
this = self._parse_bitwise()
negate = self._match(TokenType.NOT)
if self._match_set(self.RANGE_PARSERS):
this = self.RANGE_PARSERS[self._prev.token_type](self, this)
if negate:
this = self.expression(exp.Not, this=this)
return this
def _parse_is(self, this):
negate = self._match(TokenType.NOT)
this = self.expression(
exp.Is,
this=this,
expression=self._parse_null() or self._parse_boolean(),
)
return self.expression(exp.Not, this=this) if negate else this
def _parse_in(self, this):
unnest = self._parse_unnest()
if unnest:
this = self.expression(exp.In, this=this, unnest=unnest)
else:
self._match_l_paren()
expressions = self._parse_csv(
lambda: self._parse_select() or self._parse_expression()
)
if len(expressions) == 1 and isinstance(expressions[0], exp.Subqueryable):
this = self.expression(exp.In, this=this, query=expressions[0])
else:
this = self.expression(exp.In, this=this, expressions=expressions)
self._match_r_paren()
return this
def _parse_between(self, this):
low = self._parse_bitwise()
self._match(TokenType.AND)
high = self._parse_bitwise()
return self.expression(exp.Between, this=this, low=low, high=high)
def _parse_escape(self, this):
if not self._match(TokenType.ESCAPE):
return this
return self.expression(exp.Escape, this=this, expression=self._parse_string())
def _parse_bitwise(self):
this = self._parse_term()
while True:
if self._match_set(self.BITWISE):
this = self.expression(
self.BITWISE[self._prev.token_type],
this=this,
expression=self._parse_term(),
)
elif self._match_pair(TokenType.LT, TokenType.LT):
this = self.expression(
exp.BitwiseLeftShift, this=this, expression=self._parse_term()
)
elif self._match_pair(TokenType.GT, TokenType.GT):
this = self.expression(
exp.BitwiseRightShift, this=this, expression=self._parse_term()
)
else:
break
return this
def _parse_term(self):
return self._parse_tokens(self._parse_factor, self.TERM)
def _parse_factor(self):
return self._parse_tokens(self._parse_unary, self.FACTOR)
def _parse_unary(self):
if self._match(TokenType.NOT):
return self.expression(exp.Not, this=self._parse_equality())
if self._match(TokenType.TILDA):
return self.expression(exp.BitwiseNot, this=self._parse_unary())
if self._match(TokenType.DASH):
return self.expression(exp.Neg, this=self._parse_unary())
return self._parse_at_time_zone(self._parse_type())
def _parse_type(self):
if self._match(TokenType.INTERVAL):
return self.expression(
exp.Interval,
this=self._parse_term(),
unit=self._parse_var(),
)
index = self._index
type_token = self._parse_types()
this = self._parse_column()
if type_token:
if this:
return self.expression(exp.Cast, this=this, to=type_token)
if not type_token.args.get("expressions"):
self._retreat(index)
return self._parse_column()
return type_token
while self._match(TokenType.DCOLON):
type_token = self._parse_types()
if not type_token:
self.raise_error("Expected type")
this = self.expression(exp.Cast, this=this, to=type_token)
return this
def _parse_types(self):
index = self._index
if not self._match_set(self.TYPE_TOKENS):
return None
type_token = self._prev.token_type
nested = type_token in self.NESTED_TYPE_TOKENS
is_struct = type_token == TokenType.STRUCT
expressions = None
if self._match(TokenType.L_BRACKET):
self._retreat(index)
return None
if self._match(TokenType.L_PAREN):
if is_struct:
expressions = self._parse_csv(self._parse_struct_kwargs)
elif nested:
expressions = self._parse_csv(self._parse_types)
else:
expressions = self._parse_csv(self._parse_number)
if not expressions:
self._retreat(index)
return None
self._match_r_paren()
if nested and self._match(TokenType.LT):
if is_struct:
expressions = self._parse_csv(self._parse_struct_kwargs)
else:
expressions = self._parse_csv(self._parse_types)
if not self._match(TokenType.GT):
self.raise_error("Expecting >")
if type_token in self.TIMESTAMPS:
tz = self._match(TokenType.WITH_TIME_ZONE)
self._match(TokenType.WITHOUT_TIME_ZONE)
if tz:
return exp.DataType(
this=exp.DataType.Type.TIMESTAMPTZ,
expressions=expressions,
)
return exp.DataType(
this=exp.DataType.Type.TIMESTAMP,
expressions=expressions,
)
return exp.DataType(
this=exp.DataType.Type[type_token.value.upper()],
expressions=expressions,
nested=nested,
)
def _parse_struct_kwargs(self):
this = self._parse_id_var()
self._match(TokenType.COLON)
data_type = self._parse_types()
if not data_type:
return None
return self.expression(exp.StructKwarg, this=this, expression=data_type)
def _parse_at_time_zone(self, this):
if not self._match(TokenType.AT_TIME_ZONE):
return this
return self.expression(exp.AtTimeZone, this=this, zone=self._parse_unary())
def _parse_column(self):
this = self._parse_field()
if isinstance(this, exp.Identifier):
this = self.expression(exp.Column, this=this)
elif not this:
return self._parse_bracket(this)
this = self._parse_bracket(this)
while self._match_set(self.COLUMN_OPERATORS):
op = self.COLUMN_OPERATORS.get(self._prev.token_type)
field = self._parse_star() or self._parse_function() or self._parse_id_var()
if isinstance(field, exp.Func):
# bigquery allows function calls like x.y.count(...)
# SAFE.SUBSTR(...)
# https://cloud.google.com/bigquery/docs/reference/standard-sql/functions-reference#function_call_rules
this = self._replace_columns_with_dots(this)
if op:
this = op(self, this, exp.Literal.string(field.name))
elif isinstance(this, exp.Column) and not this.table:
this = self.expression(exp.Column, this=field, table=this.this)
else:
this = self.expression(exp.Dot, this=this, expression=field)
this = self._parse_bracket(this)
return this
def _parse_primary(self):
if self._match_set(self.PRIMARY_PARSERS):
return self.PRIMARY_PARSERS[self._prev.token_type](self, self._prev)
if self._match(TokenType.L_PAREN):
query = self._parse_select()
if query:
expressions = [query]
else:
expressions = self._parse_csv(
lambda: self._parse_alias(self._parse_conjunction(), explicit=True)
)
this = list_get(expressions, 0)
self._parse_query_modifiers(this)
self._match_r_paren()
if isinstance(this, exp.Subqueryable):
return self._parse_subquery(this)
if len(expressions) > 1:
return self.expression(exp.Tuple, expressions=expressions)
return self.expression(exp.Paren, this=this)
return None
def _parse_field(self, any_token=False):
return (
self._parse_primary()
or self._parse_function()
or self._parse_id_var(any_token)
)
def _parse_function(self):
if not self._curr:
return None
token_type = self._curr.token_type
if self._match_set(self.NO_PAREN_FUNCTION_PARSERS):
return self.NO_PAREN_FUNCTION_PARSERS[token_type](self)
if not self._next or self._next.token_type != TokenType.L_PAREN:
if token_type in self.NO_PAREN_FUNCTIONS:
return self.expression(
self._advance() or self.NO_PAREN_FUNCTIONS[token_type]
)
return None
if token_type not in self.FUNC_TOKENS:
return None
if self._match_set(self.FUNCTION_PARSERS):
self._advance()
this = self.FUNCTION_PARSERS[token_type](self, token_type)
else:
subquery_predicate = self.SUBQUERY_PREDICATES.get(token_type)
this = self._curr.text
self._advance(2)
if subquery_predicate and self._curr.token_type in (
TokenType.SELECT,
TokenType.WITH,
):
this = self.expression(subquery_predicate, this=self._parse_select())
self._match_r_paren()
return this
function = self.FUNCTIONS.get(this.upper())
args = self._parse_csv(self._parse_lambda)
if function:
this = function(args)
self.validate_expression(this, args)
else:
this = self.expression(exp.Anonymous, this=this, expressions=args)
self._match_r_paren()
return self._parse_window(this)
def _parse_lambda(self):
index = self._index
if self._match(TokenType.L_PAREN):
expressions = self._parse_csv(self._parse_id_var)
self._match(TokenType.R_PAREN)
else:
expressions = [self._parse_id_var()]
if not self._match(TokenType.ARROW):
self._retreat(index)
distinct = self._match(TokenType.DISTINCT)
this = self._parse_conjunction()
if distinct:
this = self.expression(exp.Distinct, this=this)
if self._match(TokenType.IGNORE_NULLS):
this = self.expression(exp.IgnoreNulls, this=this)
else:
self._match(TokenType.RESPECT_NULLS)
return self._parse_alias(self._parse_limit(self._parse_order(this)))
return self.expression(
exp.Lambda,
this=self._parse_conjunction(),
expressions=expressions,
)
def _parse_schema(self, this=None):
index = self._index
if not self._match(TokenType.L_PAREN) or self._match(TokenType.SELECT):
self._retreat(index)
return this
args = self._parse_csv(
lambda: self._parse_constraint()
or self._parse_column_def(self._parse_field())
)
self._match_r_paren()
return self.expression(exp.Schema, this=this, expressions=args)
def _parse_column_def(self, this):
kind = self._parse_types()
if not kind:
return this
constraints = []
while True:
constraint = self._parse_column_constraint()
if not constraint:
break
constraints.append(constraint)
return self.expression(
exp.ColumnDef, this=this, kind=kind, constraints=constraints
)
def _parse_column_constraint(self):
kind = None
this = None
if self._match(TokenType.CONSTRAINT):
this = self._parse_id_var()
if self._match(TokenType.AUTO_INCREMENT):
kind = exp.AutoIncrementColumnConstraint()
elif self._match(TokenType.CHECK):
self._match_l_paren()
kind = self.expression(
exp.CheckColumnConstraint, this=self._parse_conjunction()
)
self._match_r_paren()
elif self._match(TokenType.COLLATE):
kind = self.expression(exp.CollateColumnConstraint, this=self._parse_var())
elif self._match(TokenType.DEFAULT):
kind = self.expression(
exp.DefaultColumnConstraint, this=self._parse_field()
)
elif self._match(TokenType.NOT) and self._match(TokenType.NULL):
kind = exp.NotNullColumnConstraint()
elif self._match(TokenType.SCHEMA_COMMENT):
kind = self.expression(
exp.CommentColumnConstraint, this=self._parse_string()
)
elif self._match(TokenType.PRIMARY_KEY):
kind = exp.PrimaryKeyColumnConstraint()
elif self._match(TokenType.UNIQUE):
kind = exp.UniqueColumnConstraint()
if kind is None:
return None
return self.expression(exp.ColumnConstraint, this=this, kind=kind)
def _parse_constraint(self):
if not self._match(TokenType.CONSTRAINT):
return self._parse_unnamed_constraint()
this = self._parse_id_var()
expressions = []
while True:
constraint = self._parse_unnamed_constraint() or self._parse_function()
if not constraint:
break
expressions.append(constraint)
return self.expression(exp.Constraint, this=this, expressions=expressions)
def _parse_unnamed_constraint(self):
if not self._match_set(self.CONSTRAINT_PARSERS):
return None
return self.CONSTRAINT_PARSERS[self._prev.token_type](self)
def _parse_check(self):
self._match(TokenType.CHECK)
self._match_l_paren()
expression = self._parse_conjunction()
self._match_r_paren()
return self.expression(exp.Check, this=expression)
def _parse_unique(self):
self._match(TokenType.UNIQUE)
columns = self._parse_wrapped_id_vars()
return self.expression(exp.Unique, expressions=columns)
def _parse_foreign_key(self):
self._match(TokenType.FOREIGN_KEY)
expressions = self._parse_wrapped_id_vars()
reference = self._match(TokenType.REFERENCES) and self.expression(
exp.Reference,
this=self._parse_id_var(),
expressions=self._parse_wrapped_id_vars(),
)
options = {}
while self._match(TokenType.ON):
if not self._match_set((TokenType.DELETE, TokenType.UPDATE)):
self.raise_error("Expected DELETE or UPDATE")
kind = self._prev.text.lower()
if self._match(TokenType.NO_ACTION):
action = "NO ACTION"
elif self._match(TokenType.SET):
self._match_set((TokenType.NULL, TokenType.DEFAULT))
action = "SET " + self._prev.text.upper()
else:
self._advance()
action = self._prev.text.upper()
options[kind] = action
return self.expression(
exp.ForeignKey,
expressions=expressions,
reference=reference,
**options,
)
def _parse_bracket(self, this):
if not self._match(TokenType.L_BRACKET):
return this
expressions = self._parse_csv(self._parse_conjunction)
if not this or this.name.upper() == "ARRAY":
this = self.expression(exp.Array, expressions=expressions)
else:
expressions = apply_index_offset(expressions, -self.index_offset)
this = self.expression(exp.Bracket, this=this, expressions=expressions)
if not self._match(TokenType.R_BRACKET):
self.raise_error("Expected ]")
return self._parse_bracket(this)
def _parse_case(self):
ifs = []
default = None
expression = self._parse_conjunction()
while self._match(TokenType.WHEN):
this = self._parse_conjunction()
self._match(TokenType.THEN)
then = self._parse_conjunction()
ifs.append(self.expression(exp.If, this=this, true=then))
if self._match(TokenType.ELSE):
default = self._parse_conjunction()
if not self._match(TokenType.END):
self.raise_error("Expected END after CASE", self._prev)
return self._parse_window(
self.expression(exp.Case, this=expression, ifs=ifs, default=default)
)
def _parse_if(self):
if self._match(TokenType.L_PAREN):
args = self._parse_csv(self._parse_conjunction)
this = exp.If.from_arg_list(args)
self.validate_expression(this, args)
self._match_r_paren()
else:
condition = self._parse_conjunction()
self._match(TokenType.THEN)
true = self._parse_conjunction()
false = self._parse_conjunction() if self._match(TokenType.ELSE) else None
self._match(TokenType.END)
this = self.expression(exp.If, this=condition, true=true, false=false)
return self._parse_window(this)
def _parse_extract(self):
this = self._parse_var() or self._parse_type()
if not self._match(TokenType.FROM):
self.raise_error("Expected FROM after EXTRACT", self._prev)
return self.expression(exp.Extract, this=this, expression=self._parse_type())
def _parse_cast(self, strict):
this = self._parse_conjunction()
if not self._match(TokenType.ALIAS):
self.raise_error("Expected AS after CAST")
to = self._parse_types()
if not to:
self.raise_error("Expected TYPE after CAST")
elif to.this == exp.DataType.Type.CHAR:
if self._match(TokenType.CHARACTER_SET):
to = self.expression(exp.CharacterSet, this=self._parse_var_or_string())
return self.expression(exp.Cast if strict else exp.TryCast, this=this, to=to)
def _parse_convert(self):
this = self._parse_field()
if self._match(TokenType.USING):
to = self.expression(exp.CharacterSet, this=self._parse_var())
elif self._match(TokenType.COMMA):
to = self._parse_types()
else:
to = None
return self.expression(exp.Cast, this=this, to=to)
def _parse_window(self, this, alias=False):
if self._match(TokenType.FILTER):
self._match_l_paren()
this = self.expression(
exp.Filter, this=this, expression=self._parse_where()
)
self._match_r_paren()
if self._match(TokenType.WITHIN_GROUP):
self._match_l_paren()
this = self.expression(
exp.WithinGroup,
this=this,
expression=self._parse_order(),
)
self._match_r_paren()
return this
# bigquery select from window x AS (partition by ...)
if alias:
self._match(TokenType.ALIAS)
elif not self._match(TokenType.OVER):
return this
if not self._match(TokenType.L_PAREN):
alias = self._parse_id_var(False)
return self.expression(
exp.Window,
this=this,
alias=alias,
)
partition = None
alias = self._parse_id_var(False)
if self._match(TokenType.PARTITION_BY):
partition = self._parse_csv(self._parse_conjunction)
order = self._parse_order()
spec = None
kind = self._match_set((TokenType.ROWS, TokenType.RANGE)) and self._prev.text
if kind:
self._match(TokenType.BETWEEN)
start = self._parse_window_spec()
self._match(TokenType.AND)
end = self._parse_window_spec()
spec = self.expression(
exp.WindowSpec,
kind=kind,
start=start["value"],
start_side=start["side"],
end=end["value"],
end_side=end["side"],
)
self._match_r_paren()
return self.expression(
exp.Window,
this=this,
partition_by=partition,
order=order,
spec=spec,
alias=alias,
)
def _parse_window_spec(self):
self._match(TokenType.BETWEEN)
return {
"value": (
self._match_set((TokenType.UNBOUNDED, TokenType.CURRENT_ROW))
and self._prev.text
)
or self._parse_bitwise(),
"side": self._match_set((TokenType.PRECEDING, TokenType.FOLLOWING))
and self._prev.text,
}
def _parse_alias(self, this, explicit=False):
any_token = self._match(TokenType.ALIAS)
if explicit and not any_token:
return this
if self._match(TokenType.L_PAREN):
aliases = self.expression(
exp.Aliases,
this=this,
expressions=self._parse_csv(lambda: self._parse_id_var(any_token)),
)
self._match_r_paren()
return aliases
alias = self._parse_id_var(any_token)
if alias:
return self.expression(exp.Alias, this=this, alias=alias)
return this
def _parse_id_var(self, any_token=True):
identifier = self._parse_identifier()
if identifier:
return identifier
if (
any_token
and self._curr
and self._curr.token_type not in self.RESERVED_KEYWORDS
):
return self._advance() or exp.Identifier(this=self._prev.text, quoted=False)
return self._match_set(self.ID_VAR_TOKENS) and exp.Identifier(
this=self._prev.text, quoted=False
)
def _parse_string(self):
if self._match(TokenType.STRING):
return exp.Literal.string(self._prev.text)
return self._parse_placeholder()
def _parse_number(self):
if self._match(TokenType.NUMBER):
return exp.Literal.number(self._prev.text)
return self._parse_placeholder()
def _parse_identifier(self):
if self._match(TokenType.IDENTIFIER):
return exp.Identifier(this=self._prev.text, quoted=True)
return self._parse_placeholder()
def _parse_var(self):
if self._match(TokenType.VAR):
return exp.Var(this=self._prev.text)
return self._parse_placeholder()
def _parse_var_or_string(self):
return self._parse_var() or self._parse_string()
def _parse_null(self):
if self._match(TokenType.NULL):
return exp.Null()
return None
def _parse_boolean(self):
if self._match(TokenType.TRUE):
return exp.Boolean(this=True)
if self._match(TokenType.FALSE):
return exp.Boolean(this=False)
return None
def _parse_star(self):
if self._match(TokenType.STAR):
return exp.Star(
**{"except": self._parse_except(), "replace": self._parse_replace()}
)
return None
def _parse_placeholder(self):
if self._match(TokenType.PLACEHOLDER):
return exp.Placeholder()
return None
def _parse_except(self):
if not self._match(TokenType.EXCEPT):
return None
return self._parse_wrapped_id_vars()
def _parse_replace(self):
if not self._match(TokenType.REPLACE):
return None
self._match_l_paren()
columns = self._parse_csv(lambda: self._parse_alias(self._parse_expression()))
self._match_r_paren()
return columns
def _parse_csv(self, parse):
parse_result = parse()
items = [parse_result] if parse_result is not None else []
while self._match(TokenType.COMMA):
parse_result = parse()
if parse_result is not None:
items.append(parse_result)
return items
def _parse_tokens(self, parse, expressions):
this = parse()
while self._match_set(expressions):
this = self.expression(
expressions[self._prev.token_type], this=this, expression=parse()
)
return this
def _parse_all(self, parse):
return list(iter(parse, None))
def _parse_wrapped_id_vars(self):
self._match_l_paren()
expressions = self._parse_csv(self._parse_id_var)
self._match_r_paren()
return expressions
def _match(self, token_type):
if not self._curr:
return None
if self._curr.token_type == token_type:
self._advance()
return True
return None
def _match_set(self, types):
if not self._curr:
return None
if self._curr.token_type in types:
self._advance()
return True
return None
def _match_pair(self, token_type_a, token_type_b, advance=True):
if not self._curr or not self._next:
return None
if (
self._curr.token_type == token_type_a
and self._next.token_type == token_type_b
):
if advance:
self._advance(2)
return True
return None
def _match_l_paren(self):
if not self._match(TokenType.L_PAREN):
self.raise_error("Expecting (")
def _match_r_paren(self):
if not self._match(TokenType.R_PAREN):
self.raise_error("Expecting )")
def _replace_columns_with_dots(self, this):
if isinstance(this, exp.Dot):
exp.replace_children(this, self._replace_columns_with_dots)
elif isinstance(this, exp.Column):
exp.replace_children(this, self._replace_columns_with_dots)
table = this.args.get("table")
this = (
self.expression(exp.Dot, this=table, expression=this.this)
if table
else self.expression(exp.Var, this=this.name)
)
elif isinstance(this, exp.Identifier):
this = self.expression(exp.Var, this=this.name)
return this