from sqlglot import exp, transforms from sqlglot.dialects.dialect import ( Dialect, format_time_lambda, if_sql, no_ilike_sql, no_safe_divide_sql, rename_func, str_position_sql, struct_extract_sql, ) from sqlglot.dialects.mysql import MySQL from sqlglot.generator import Generator from sqlglot.helper import list_get from sqlglot.parser import Parser from sqlglot.tokens import Tokenizer, TokenType def _approx_distinct_sql(self, expression): accuracy = expression.args.get("accuracy") accuracy = ", " + self.sql(accuracy) if accuracy else "" return f"APPROX_DISTINCT({self.sql(expression, 'this')}{accuracy})" def _concat_ws_sql(self, expression): sep, *args = expression.expressions sep = self.sql(sep) if len(args) > 1: return f"ARRAY_JOIN(ARRAY[{self.format_args(*args)}], {sep})" return f"ARRAY_JOIN({self.sql(args[0])}, {sep})" def _datatype_sql(self, expression): sql = self.datatype_sql(expression) if expression.this == exp.DataType.Type.TIMESTAMPTZ: sql = f"{sql} WITH TIME ZONE" return sql def _date_parse_sql(self, expression): return f"DATE_PARSE({self.sql(expression, 'this')}, '%Y-%m-%d %H:%i:%s')" def _explode_to_unnest_sql(self, expression): if isinstance(expression.this, (exp.Explode, exp.Posexplode)): return self.sql( exp.Join( this=exp.Unnest( expressions=[expression.this.this], alias=expression.args.get("alias"), ordinality=isinstance(expression.this, exp.Posexplode), ), kind="cross", ) ) return self.lateral_sql(expression) def _initcap_sql(self, expression): regex = r"(\w)(\w*)" return f"REGEXP_REPLACE({self.sql(expression, 'this')}, '{regex}', x -> UPPER(x[1]) || LOWER(x[2]))" def _no_sort_array(self, expression): if expression.args.get("asc") == exp.FALSE: comparator = "(a, b) -> CASE WHEN a < b THEN 1 WHEN a > b THEN -1 ELSE 0 END" else: comparator = None args = self.format_args(expression.this, comparator) return f"ARRAY_SORT({args})" def _schema_sql(self, expression): if isinstance(expression.parent, exp.Property): columns = ", ".join(f"'{c.text('this')}'" for c in expression.expressions) return f"ARRAY[{columns}]" for schema in expression.parent.find_all(exp.Schema): if isinstance(schema.parent, exp.Property): expression = expression.copy() expression.expressions.extend(schema.expressions) return self.schema_sql(expression) def _quantile_sql(self, expression): self.unsupported("Presto does not support exact quantiles") return f"APPROX_PERCENTILE({self.sql(expression, 'this')}, {self.sql(expression, 'quantile')})" def _str_to_time_sql(self, expression): return f"DATE_PARSE({self.sql(expression, 'this')}, {self.format_time(expression)})" def _ts_or_ds_to_date_sql(self, expression): time_format = self.format_time(expression) if time_format and time_format not in (Presto.time_format, Presto.date_format): return f"CAST({_str_to_time_sql(self, expression)} AS DATE)" return f"CAST(SUBSTR(CAST({self.sql(expression, 'this')} AS VARCHAR), 1, 10) AS DATE)" def _ts_or_ds_add_sql(self, expression): this = self.sql(expression, "this") e = self.sql(expression, "expression") unit = self.sql(expression, "unit") or "'day'" return f"DATE_ADD({unit}, {e}, DATE_PARSE(SUBSTR({this}, 1, 10), {Presto.date_format}))" class Presto(Dialect): index_offset = 1 null_ordering = "nulls_are_last" time_format = "'%Y-%m-%d %H:%i:%S'" time_mapping = MySQL.time_mapping class Tokenizer(Tokenizer): KEYWORDS = { **Tokenizer.KEYWORDS, "ROW": TokenType.STRUCT, } class Parser(Parser): FUNCTIONS = { **Parser.FUNCTIONS, "APPROX_DISTINCT": exp.ApproxDistinct.from_arg_list, "CARDINALITY": exp.ArraySize.from_arg_list, "CONTAINS": exp.ArrayContains.from_arg_list, "DATE_ADD": lambda args: exp.DateAdd( this=list_get(args, 2), expression=list_get(args, 1), unit=list_get(args, 0), ), "DATE_DIFF": lambda args: exp.DateDiff( this=list_get(args, 2), expression=list_get(args, 1), unit=list_get(args, 0), ), "DATE_FORMAT": format_time_lambda(exp.TimeToStr, "presto"), "DATE_PARSE": format_time_lambda(exp.StrToTime, "presto"), "FROM_UNIXTIME": exp.UnixToTime.from_arg_list, "STRPOS": exp.StrPosition.from_arg_list, "TO_UNIXTIME": exp.TimeToUnix.from_arg_list, "APPROX_PERCENTILE": exp.ApproxQuantile.from_arg_list, } class Generator(Generator): STRUCT_DELIMITER = ("(", ")") ROOT_PROPERTIES = { exp.SchemaCommentProperty, } WITH_PROPERTIES = { exp.PartitionedByProperty, exp.FileFormatProperty, exp.AnonymousProperty, exp.TableFormatProperty, } TYPE_MAPPING = { **Generator.TYPE_MAPPING, exp.DataType.Type.INT: "INTEGER", exp.DataType.Type.FLOAT: "REAL", exp.DataType.Type.BINARY: "VARBINARY", exp.DataType.Type.TEXT: "VARCHAR", exp.DataType.Type.TIMESTAMPTZ: "TIMESTAMP", exp.DataType.Type.STRUCT: "ROW", } TRANSFORMS = { **Generator.TRANSFORMS, **transforms.UNALIAS_GROUP, exp.ApproxDistinct: _approx_distinct_sql, exp.Array: lambda self, e: f"ARRAY[{self.expressions(e, flat=True)}]", exp.ArrayConcat: rename_func("CONCAT"), exp.ArrayContains: rename_func("CONTAINS"), exp.ArraySize: rename_func("CARDINALITY"), exp.BitwiseAnd: lambda self, e: f"BITWISE_AND({self.sql(e, 'this')}, {self.sql(e, 'expression')})", exp.BitwiseLeftShift: lambda self, e: f"BITWISE_ARITHMETIC_SHIFT_LEFT({self.sql(e, 'this')}, {self.sql(e, 'expression')})", exp.BitwiseNot: lambda self, e: f"BITWISE_NOT({self.sql(e, 'this')})", exp.BitwiseOr: lambda self, e: f"BITWISE_OR({self.sql(e, 'this')}, {self.sql(e, 'expression')})", exp.BitwiseRightShift: lambda self, e: f"BITWISE_ARITHMETIC_SHIFT_RIGHT({self.sql(e, 'this')}, {self.sql(e, 'expression')})", exp.BitwiseXor: lambda self, e: f"BITWISE_XOR({self.sql(e, 'this')}, {self.sql(e, 'expression')})", exp.ConcatWs: _concat_ws_sql, exp.DataType: _datatype_sql, exp.DateAdd: lambda self, e: f"""DATE_ADD({self.sql(e, 'unit') or "'day'"}, {self.sql(e, 'expression')}, {self.sql(e, 'this')})""", exp.DateDiff: lambda self, e: f"""DATE_DIFF({self.sql(e, 'unit') or "'day'"}, {self.sql(e, 'expression')}, {self.sql(e, 'this')})""", exp.DateStrToDate: lambda self, e: f"CAST(DATE_PARSE({self.sql(e, 'this')}, {Presto.date_format}) AS DATE)", exp.DateToDi: lambda self, e: f"CAST(DATE_FORMAT({self.sql(e, 'this')}, {Presto.dateint_format}) AS INT)", exp.DiToDate: lambda self, e: f"CAST(DATE_PARSE(CAST({self.sql(e, 'this')} AS VARCHAR), {Presto.dateint_format}) AS DATE)", exp.If: if_sql, exp.ILike: no_ilike_sql, exp.Initcap: _initcap_sql, exp.Lateral: _explode_to_unnest_sql, exp.Levenshtein: rename_func("LEVENSHTEIN_DISTANCE"), exp.Quantile: _quantile_sql, exp.ApproxQuantile: rename_func("APPROX_PERCENTILE"), exp.SafeDivide: no_safe_divide_sql, exp.Schema: _schema_sql, exp.SortArray: _no_sort_array, exp.StrPosition: str_position_sql, exp.StrToDate: lambda self, e: f"CAST({_str_to_time_sql(self, e)} AS DATE)", exp.StrToTime: _str_to_time_sql, exp.StrToUnix: lambda self, e: f"TO_UNIXTIME(DATE_PARSE({self.sql(e, 'this')}, {self.format_time(e)}))", exp.StructExtract: struct_extract_sql, exp.TableFormatProperty: lambda self, e: f"TABLE_FORMAT = '{e.text('value').upper()}'", exp.TimeStrToDate: _date_parse_sql, exp.TimeStrToTime: _date_parse_sql, exp.TimeStrToUnix: lambda self, e: f"TO_UNIXTIME(DATE_PARSE({self.sql(e, 'this')}, {Presto.time_format}))", exp.TimeToStr: lambda self, e: f"DATE_FORMAT({self.sql(e, 'this')}, {self.format_time(e)})", exp.TimeToUnix: rename_func("TO_UNIXTIME"), exp.TsOrDiToDi: lambda self, e: f"CAST(SUBSTR(REPLACE(CAST({self.sql(e, 'this')} AS VARCHAR), '-', ''), 1, 8) AS INT)", exp.TsOrDsAdd: _ts_or_ds_add_sql, exp.TsOrDsToDate: _ts_or_ds_to_date_sql, exp.UnixToStr: lambda self, e: f"DATE_FORMAT(FROM_UNIXTIME({self.sql(e, 'this')}), {self.format_time(e)})", exp.UnixToTime: rename_func("FROM_UNIXTIME"), exp.UnixToTimeStr: lambda self, e: f"CAST(FROM_UNIXTIME({self.sql(e, 'this')}) AS VARCHAR)", }