summaryrefslogtreecommitdiffstats
path: root/sqlglot/dialects/postgres.py
blob: 126261ec04576708bde4a0cc1d9b407b248c53a4 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
from __future__ import annotations

import typing as t

from sqlglot import exp, generator, parser, tokens, transforms
from sqlglot.dialects.dialect import (
    DATE_ADD_OR_SUB,
    Dialect,
    any_value_to_max_sql,
    bool_xor_sql,
    datestrtodate_sql,
    format_time_lambda,
    json_extract_segments,
    json_path_key_only_name,
    max_or_greatest,
    merge_without_target_sql,
    min_or_least,
    no_last_day_sql,
    no_map_from_entries_sql,
    no_paren_current_date_sql,
    no_pivot_sql,
    no_trycast_sql,
    parse_json_extract_path,
    parse_timestamp_trunc,
    rename_func,
    str_position_sql,
    struct_extract_sql,
    timestamptrunc_sql,
    timestrtotime_sql,
    trim_sql,
    ts_or_ds_add_cast,
)
from sqlglot.helper import seq_get
from sqlglot.parser import binary_range_parser
from sqlglot.tokens import TokenType

DATE_DIFF_FACTOR = {
    "MICROSECOND": " * 1000000",
    "MILLISECOND": " * 1000",
    "SECOND": "",
    "MINUTE": " / 60",
    "HOUR": " / 3600",
    "DAY": " / 86400",
}


def _date_add_sql(kind: str) -> t.Callable[[Postgres.Generator, DATE_ADD_OR_SUB], str]:
    def func(self: Postgres.Generator, expression: DATE_ADD_OR_SUB) -> str:
        if isinstance(expression, exp.TsOrDsAdd):
            expression = ts_or_ds_add_cast(expression)

        this = self.sql(expression, "this")
        unit = expression.args.get("unit")

        expression = self._simplify_unless_literal(expression.expression)
        if not isinstance(expression, exp.Literal):
            self.unsupported("Cannot add non literal")

        expression.args["is_string"] = True
        return f"{this} {kind} {self.sql(exp.Interval(this=expression, unit=unit))}"

    return func


def _date_diff_sql(self: Postgres.Generator, expression: exp.DateDiff) -> str:
    unit = expression.text("unit").upper()
    factor = DATE_DIFF_FACTOR.get(unit)

    end = f"CAST({self.sql(expression, 'this')} AS TIMESTAMP)"
    start = f"CAST({self.sql(expression, 'expression')} AS TIMESTAMP)"

    if factor is not None:
        return f"CAST(EXTRACT(epoch FROM {end} - {start}){factor} AS BIGINT)"

    age = f"AGE({end}, {start})"

    if unit == "WEEK":
        unit = f"EXTRACT(days FROM ({end} - {start})) / 7"
    elif unit == "MONTH":
        unit = f"EXTRACT(year FROM {age}) * 12 + EXTRACT(month FROM {age})"
    elif unit == "QUARTER":
        unit = f"EXTRACT(year FROM {age}) * 4 + EXTRACT(month FROM {age}) / 3"
    elif unit == "YEAR":
        unit = f"EXTRACT(year FROM {age})"
    else:
        unit = age

    return f"CAST({unit} AS BIGINT)"


def _substring_sql(self: Postgres.Generator, expression: exp.Substring) -> str:
    this = self.sql(expression, "this")
    start = self.sql(expression, "start")
    length = self.sql(expression, "length")

    from_part = f" FROM {start}" if start else ""
    for_part = f" FOR {length}" if length else ""

    return f"SUBSTRING({this}{from_part}{for_part})"


def _string_agg_sql(self: Postgres.Generator, expression: exp.GroupConcat) -> str:
    separator = expression.args.get("separator") or exp.Literal.string(",")

    order = ""
    this = expression.this
    if isinstance(this, exp.Order):
        if this.this:
            this = this.this.pop()
        order = self.sql(expression.this)  # Order has a leading space

    return f"STRING_AGG({self.format_args(this, separator)}{order})"


def _datatype_sql(self: Postgres.Generator, expression: exp.DataType) -> str:
    if expression.is_type("array"):
        return f"{self.expressions(expression, flat=True)}[]" if expression.expressions else "ARRAY"
    return self.datatype_sql(expression)


def _auto_increment_to_serial(expression: exp.Expression) -> exp.Expression:
    auto = expression.find(exp.AutoIncrementColumnConstraint)

    if auto:
        expression.args["constraints"].remove(auto.parent)
        kind = expression.args["kind"]

        if kind.this == exp.DataType.Type.INT:
            kind.replace(exp.DataType(this=exp.DataType.Type.SERIAL))
        elif kind.this == exp.DataType.Type.SMALLINT:
            kind.replace(exp.DataType(this=exp.DataType.Type.SMALLSERIAL))
        elif kind.this == exp.DataType.Type.BIGINT:
            kind.replace(exp.DataType(this=exp.DataType.Type.BIGSERIAL))

    return expression


def _serial_to_generated(expression: exp.Expression) -> exp.Expression:
    kind = expression.args.get("kind")
    if not kind:
        return expression

    if kind.this == exp.DataType.Type.SERIAL:
        data_type = exp.DataType(this=exp.DataType.Type.INT)
    elif kind.this == exp.DataType.Type.SMALLSERIAL:
        data_type = exp.DataType(this=exp.DataType.Type.SMALLINT)
    elif kind.this == exp.DataType.Type.BIGSERIAL:
        data_type = exp.DataType(this=exp.DataType.Type.BIGINT)
    else:
        data_type = None

    if data_type:
        expression.args["kind"].replace(data_type)
        constraints = expression.args["constraints"]
        generated = exp.ColumnConstraint(kind=exp.GeneratedAsIdentityColumnConstraint(this=False))
        notnull = exp.ColumnConstraint(kind=exp.NotNullColumnConstraint())

        if notnull not in constraints:
            constraints.insert(0, notnull)
        if generated not in constraints:
            constraints.insert(0, generated)

    return expression


def _generate_series(args: t.List) -> exp.Expression:
    # The goal is to convert step values like '1 day' or INTERVAL '1 day' into INTERVAL '1' day
    step = seq_get(args, 2)

    if step is None:
        # Postgres allows calls with just two arguments -- the "step" argument defaults to 1
        return exp.GenerateSeries.from_arg_list(args)

    if step.is_string:
        args[2] = exp.to_interval(step.this)
    elif isinstance(step, exp.Interval) and not step.args.get("unit"):
        args[2] = exp.to_interval(step.this.this)

    return exp.GenerateSeries.from_arg_list(args)


def _to_timestamp(args: t.List) -> exp.Expression:
    # TO_TIMESTAMP accepts either a single double argument or (text, text)
    if len(args) == 1:
        # https://www.postgresql.org/docs/current/functions-datetime.html#FUNCTIONS-DATETIME-TABLE
        return exp.UnixToTime.from_arg_list(args)

    # https://www.postgresql.org/docs/current/functions-formatting.html
    return format_time_lambda(exp.StrToTime, "postgres")(args)


class Postgres(Dialect):
    INDEX_OFFSET = 1
    TYPED_DIVISION = True
    CONCAT_COALESCE = True
    NULL_ORDERING = "nulls_are_large"
    TIME_FORMAT = "'YYYY-MM-DD HH24:MI:SS'"

    TIME_MAPPING = {
        "AM": "%p",
        "PM": "%p",
        "D": "%u",  # 1-based day of week
        "DD": "%d",  # day of month
        "DDD": "%j",  # zero padded day of year
        "FMDD": "%-d",  # - is no leading zero for Python; same for FM in postgres
        "FMDDD": "%-j",  # day of year
        "FMHH12": "%-I",  # 9
        "FMHH24": "%-H",  # 9
        "FMMI": "%-M",  # Minute
        "FMMM": "%-m",  # 1
        "FMSS": "%-S",  # Second
        "HH12": "%I",  # 09
        "HH24": "%H",  # 09
        "MI": "%M",  # zero padded minute
        "MM": "%m",  # 01
        "OF": "%z",  # utc offset
        "SS": "%S",  # zero padded second
        "TMDay": "%A",  # TM is locale dependent
        "TMDy": "%a",
        "TMMon": "%b",  # Sep
        "TMMonth": "%B",  # September
        "TZ": "%Z",  # uppercase timezone name
        "US": "%f",  # zero padded microsecond
        "WW": "%U",  # 1-based week of year
        "YY": "%y",  # 15
        "YYYY": "%Y",  # 2015
    }

    class Tokenizer(tokens.Tokenizer):
        BIT_STRINGS = [("b'", "'"), ("B'", "'")]
        HEX_STRINGS = [("x'", "'"), ("X'", "'")]
        BYTE_STRINGS = [("e'", "'"), ("E'", "'")]
        HEREDOC_STRINGS = ["$"]

        HEREDOC_TAG_IS_IDENTIFIER = True
        HEREDOC_STRING_ALTERNATIVE = TokenType.PARAMETER

        KEYWORDS = {
            **tokens.Tokenizer.KEYWORDS,
            "~~": TokenType.LIKE,
            "~~*": TokenType.ILIKE,
            "~*": TokenType.IRLIKE,
            "~": TokenType.RLIKE,
            "@@": TokenType.DAT,
            "@>": TokenType.AT_GT,
            "<@": TokenType.LT_AT,
            "|/": TokenType.PIPE_SLASH,
            "||/": TokenType.DPIPE_SLASH,
            "BEGIN": TokenType.COMMAND,
            "BEGIN TRANSACTION": TokenType.BEGIN,
            "BIGSERIAL": TokenType.BIGSERIAL,
            "CHARACTER VARYING": TokenType.VARCHAR,
            "CONSTRAINT TRIGGER": TokenType.COMMAND,
            "DECLARE": TokenType.COMMAND,
            "DO": TokenType.COMMAND,
            "EXEC": TokenType.COMMAND,
            "HSTORE": TokenType.HSTORE,
            "JSONB": TokenType.JSONB,
            "MONEY": TokenType.MONEY,
            "REFRESH": TokenType.COMMAND,
            "REINDEX": TokenType.COMMAND,
            "RESET": TokenType.COMMAND,
            "REVOKE": TokenType.COMMAND,
            "SERIAL": TokenType.SERIAL,
            "SMALLSERIAL": TokenType.SMALLSERIAL,
            "TEMP": TokenType.TEMPORARY,
            "CSTRING": TokenType.PSEUDO_TYPE,
            "OID": TokenType.OBJECT_IDENTIFIER,
            "OPERATOR": TokenType.OPERATOR,
            "REGCLASS": TokenType.OBJECT_IDENTIFIER,
            "REGCOLLATION": TokenType.OBJECT_IDENTIFIER,
            "REGCONFIG": TokenType.OBJECT_IDENTIFIER,
            "REGDICTIONARY": TokenType.OBJECT_IDENTIFIER,
            "REGNAMESPACE": TokenType.OBJECT_IDENTIFIER,
            "REGOPER": TokenType.OBJECT_IDENTIFIER,
            "REGOPERATOR": TokenType.OBJECT_IDENTIFIER,
            "REGPROC": TokenType.OBJECT_IDENTIFIER,
            "REGPROCEDURE": TokenType.OBJECT_IDENTIFIER,
            "REGROLE": TokenType.OBJECT_IDENTIFIER,
            "REGTYPE": TokenType.OBJECT_IDENTIFIER,
        }

        SINGLE_TOKENS = {
            **tokens.Tokenizer.SINGLE_TOKENS,
            "$": TokenType.HEREDOC_STRING,
        }

        VAR_SINGLE_TOKENS = {"$"}

    class Parser(parser.Parser):
        PROPERTY_PARSERS = {
            **parser.Parser.PROPERTY_PARSERS,
            "SET": lambda self: self.expression(exp.SetConfigProperty, this=self._parse_set()),
        }
        PROPERTY_PARSERS.pop("INPUT", None)

        FUNCTIONS = {
            **parser.Parser.FUNCTIONS,
            "DATE_TRUNC": parse_timestamp_trunc,
            "GENERATE_SERIES": _generate_series,
            "JSON_EXTRACT_PATH": parse_json_extract_path(exp.JSONExtract),
            "JSON_EXTRACT_PATH_TEXT": parse_json_extract_path(exp.JSONExtractScalar),
            "MAKE_TIME": exp.TimeFromParts.from_arg_list,
            "MAKE_TIMESTAMP": exp.TimestampFromParts.from_arg_list,
            "NOW": exp.CurrentTimestamp.from_arg_list,
            "TO_CHAR": format_time_lambda(exp.TimeToStr, "postgres"),
            "TO_TIMESTAMP": _to_timestamp,
            "UNNEST": exp.Explode.from_arg_list,
        }

        FUNCTION_PARSERS = {
            **parser.Parser.FUNCTION_PARSERS,
            "DATE_PART": lambda self: self._parse_date_part(),
        }

        BITWISE = {
            **parser.Parser.BITWISE,
            TokenType.HASH: exp.BitwiseXor,
        }

        EXPONENT = {
            TokenType.CARET: exp.Pow,
        }

        RANGE_PARSERS = {
            **parser.Parser.RANGE_PARSERS,
            TokenType.AT_GT: binary_range_parser(exp.ArrayContains),
            TokenType.DAMP: binary_range_parser(exp.ArrayOverlaps),
            TokenType.DAT: lambda self, this: self.expression(
                exp.MatchAgainst, this=self._parse_bitwise(), expressions=[this]
            ),
            TokenType.LT_AT: binary_range_parser(exp.ArrayContained),
            TokenType.OPERATOR: lambda self, this: self._parse_operator(this),
        }

        STATEMENT_PARSERS = {
            **parser.Parser.STATEMENT_PARSERS,
            TokenType.END: lambda self: self._parse_commit_or_rollback(),
        }

        def _parse_operator(self, this: t.Optional[exp.Expression]) -> t.Optional[exp.Expression]:
            while True:
                if not self._match(TokenType.L_PAREN):
                    break

                op = ""
                while self._curr and not self._match(TokenType.R_PAREN):
                    op += self._curr.text
                    self._advance()

                this = self.expression(
                    exp.Operator,
                    comments=self._prev_comments,
                    this=this,
                    operator=op,
                    expression=self._parse_bitwise(),
                )

                if not self._match(TokenType.OPERATOR):
                    break

            return this

        def _parse_date_part(self) -> exp.Expression:
            part = self._parse_type()
            self._match(TokenType.COMMA)
            value = self._parse_bitwise()

            if part and part.is_string:
                part = exp.var(part.name)

            return self.expression(exp.Extract, this=part, expression=value)

    class Generator(generator.Generator):
        SINGLE_STRING_INTERVAL = True
        RENAME_TABLE_WITH_DB = False
        LOCKING_READS_SUPPORTED = True
        JOIN_HINTS = False
        TABLE_HINTS = False
        QUERY_HINTS = False
        NVL2_SUPPORTED = False
        PARAMETER_TOKEN = "$"
        TABLESAMPLE_SIZE_IS_ROWS = False
        TABLESAMPLE_SEED_KEYWORD = "REPEATABLE"
        SUPPORTS_SELECT_INTO = True
        JSON_TYPE_REQUIRED_FOR_EXTRACTION = True
        SUPPORTS_UNLOGGED_TABLES = True
        LIKE_PROPERTY_INSIDE_SCHEMA = True
        MULTI_ARG_DISTINCT = False

        SUPPORTED_JSON_PATH_PARTS = {
            exp.JSONPathKey,
            exp.JSONPathRoot,
            exp.JSONPathSubscript,
        }

        TYPE_MAPPING = {
            **generator.Generator.TYPE_MAPPING,
            exp.DataType.Type.TINYINT: "SMALLINT",
            exp.DataType.Type.FLOAT: "REAL",
            exp.DataType.Type.DOUBLE: "DOUBLE PRECISION",
            exp.DataType.Type.BINARY: "BYTEA",
            exp.DataType.Type.VARBINARY: "BYTEA",
            exp.DataType.Type.DATETIME: "TIMESTAMP",
        }

        TRANSFORMS = {
            **generator.Generator.TRANSFORMS,
            exp.AnyValue: any_value_to_max_sql,
            exp.Array: lambda self, e: (
                f"{self.normalize_func('ARRAY')}({self.sql(e.expressions[0])})"
                if isinstance(seq_get(e.expressions, 0), exp.Select)
                else f"{self.normalize_func('ARRAY')}[{self.expressions(e, flat=True)}]"
            ),
            exp.ArrayConcat: rename_func("ARRAY_CAT"),
            exp.ArrayContained: lambda self, e: self.binary(e, "<@"),
            exp.ArrayContains: lambda self, e: self.binary(e, "@>"),
            exp.ArrayOverlaps: lambda self, e: self.binary(e, "&&"),
            exp.BitwiseXor: lambda self, e: self.binary(e, "#"),
            exp.ColumnDef: transforms.preprocess([_auto_increment_to_serial, _serial_to_generated]),
            exp.CurrentDate: no_paren_current_date_sql,
            exp.CurrentTimestamp: lambda *_: "CURRENT_TIMESTAMP",
            exp.CurrentUser: lambda *_: "CURRENT_USER",
            exp.DateAdd: _date_add_sql("+"),
            exp.DateDiff: _date_diff_sql,
            exp.DateStrToDate: datestrtodate_sql,
            exp.DataType: _datatype_sql,
            exp.DateSub: _date_add_sql("-"),
            exp.Explode: rename_func("UNNEST"),
            exp.GroupConcat: _string_agg_sql,
            exp.JSONExtract: json_extract_segments("JSON_EXTRACT_PATH"),
            exp.JSONExtractScalar: json_extract_segments("JSON_EXTRACT_PATH_TEXT"),
            exp.JSONBExtract: lambda self, e: self.binary(e, "#>"),
            exp.JSONBExtractScalar: lambda self, e: self.binary(e, "#>>"),
            exp.JSONBContains: lambda self, e: self.binary(e, "?"),
            exp.JSONPathKey: json_path_key_only_name,
            exp.JSONPathRoot: lambda *_: "",
            exp.JSONPathSubscript: lambda self, e: self.json_path_part(e.this),
            exp.LastDay: no_last_day_sql,
            exp.LogicalOr: rename_func("BOOL_OR"),
            exp.LogicalAnd: rename_func("BOOL_AND"),
            exp.Max: max_or_greatest,
            exp.MapFromEntries: no_map_from_entries_sql,
            exp.Min: min_or_least,
            exp.Merge: merge_without_target_sql,
            exp.PartitionedByProperty: lambda self, e: f"PARTITION BY {self.sql(e, 'this')}",
            exp.PercentileCont: transforms.preprocess(
                [transforms.add_within_group_for_percentiles]
            ),
            exp.PercentileDisc: transforms.preprocess(
                [transforms.add_within_group_for_percentiles]
            ),
            exp.Pivot: no_pivot_sql,
            exp.Pow: lambda self, e: self.binary(e, "^"),
            exp.Rand: rename_func("RANDOM"),
            exp.RegexpLike: lambda self, e: self.binary(e, "~"),
            exp.RegexpILike: lambda self, e: self.binary(e, "~*"),
            exp.Select: transforms.preprocess(
                [
                    transforms.eliminate_semi_and_anti_joins,
                    transforms.eliminate_qualify,
                ]
            ),
            exp.StrPosition: str_position_sql,
            exp.StrToTime: lambda self,
            e: f"TO_TIMESTAMP({self.sql(e, 'this')}, {self.format_time(e)})",
            exp.StructExtract: struct_extract_sql,
            exp.Substring: _substring_sql,
            exp.TimeFromParts: rename_func("MAKE_TIME"),
            exp.TimestampFromParts: rename_func("MAKE_TIMESTAMP"),
            exp.TimestampTrunc: timestamptrunc_sql,
            exp.TimeStrToTime: timestrtotime_sql,
            exp.TimeToStr: lambda self, e: f"TO_CHAR({self.sql(e, 'this')}, {self.format_time(e)})",
            exp.ToChar: lambda self, e: self.function_fallback_sql(e),
            exp.Trim: trim_sql,
            exp.TryCast: no_trycast_sql,
            exp.TsOrDsAdd: _date_add_sql("+"),
            exp.TsOrDsDiff: _date_diff_sql,
            exp.UnixToTime: lambda self, e: f"TO_TIMESTAMP({self.sql(e, 'this')})",
            exp.VariancePop: rename_func("VAR_POP"),
            exp.Variance: rename_func("VAR_SAMP"),
            exp.Xor: bool_xor_sql,
        }

        PROPERTIES_LOCATION = {
            **generator.Generator.PROPERTIES_LOCATION,
            exp.PartitionedByProperty: exp.Properties.Location.POST_SCHEMA,
            exp.TransientProperty: exp.Properties.Location.UNSUPPORTED,
            exp.VolatileProperty: exp.Properties.Location.UNSUPPORTED,
        }

        def bracket_sql(self, expression: exp.Bracket) -> str:
            """Forms like ARRAY[1, 2, 3][3] aren't allowed; we need to wrap the ARRAY."""
            if isinstance(expression.this, exp.Array):
                expression.set("this", exp.paren(expression.this, copy=False))

            return super().bracket_sql(expression)

        def matchagainst_sql(self, expression: exp.MatchAgainst) -> str:
            this = self.sql(expression, "this")
            expressions = [f"{self.sql(e)} @@ {this}" for e in expression.expressions]
            sql = " OR ".join(expressions)
            return f"({sql})" if len(expressions) > 1 else sql