From 3940ab511939a91734f05a2b66140642c5b646a3 Mon Sep 17 00:00:00 2001 From: Marius Andra Date: Wed, 8 Feb 2023 20:00:15 +0100 Subject: [PATCH] feat(hogql): placeholders and cleanup (#14116) * feat(hogql): placeholders, cleanup * this wasn't used * placeholder tests * Update snapshots * fix * use ANSI SQL compatible strings * Update snapshots * final tweaks * visitor pattern * placeholders via the visitor pattern * test everything visitor * must return --------- Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com> --- posthog/hogql/ast.py | 49 +- posthog/hogql/constants.py | 126 ++ posthog/hogql/context.py | 23 + posthog/hogql/grammar/HogQLLexer.g4 | 1 + posthog/hogql/grammar/HogQLLexer.interp | 5 +- posthog/hogql/grammar/HogQLLexer.py | 1739 ++++++++++--------- posthog/hogql/grammar/HogQLLexer.tokens | 133 +- posthog/hogql/grammar/HogQLParser.g4 | 6 +- posthog/hogql/grammar/HogQLParser.interp | 6 +- posthog/hogql/grammar/HogQLParser.py | 946 +++++----- posthog/hogql/grammar/HogQLParser.tokens | 133 +- posthog/hogql/grammar/HogQLParserVisitor.py | 4 +- posthog/hogql/grammar/README.md | 2 +- posthog/hogql/hogql.py | 343 +--- posthog/hogql/parse_string.py | 4 + posthog/hogql/parser.py | 82 +- posthog/hogql/placeholders.py | 18 + posthog/hogql/print_string.py | 23 + posthog/hogql/printer.py | 213 +++ posthog/hogql/test/test_hogql.py | 281 --- posthog/hogql/test/test_parse_string.py | 4 + posthog/hogql/test/test_parser.py | 92 +- posthog/hogql/test/test_placeholders.py | 38 + posthog/hogql/test/test_print_string.py | 13 + posthog/hogql/test/test_printer.py | 332 ++++ posthog/hogql/test/test_visitor.py | 70 + posthog/hogql/visitor.py | 61 + posthog/models/event/query_event_list.py | 16 +- 28 files changed, 2580 insertions(+), 2183 deletions(-) create mode 100644 posthog/hogql/constants.py create mode 100644 posthog/hogql/context.py create mode 100644 posthog/hogql/placeholders.py create mode 100644 posthog/hogql/print_string.py create mode 100644 posthog/hogql/printer.py delete mode 100644 posthog/hogql/test/test_hogql.py create mode 100644 posthog/hogql/test/test_placeholders.py create mode 100644 posthog/hogql/test/test_print_string.py create mode 100644 posthog/hogql/test/test_printer.py create mode 100644 posthog/hogql/test/test_visitor.py create mode 100644 posthog/hogql/visitor.py diff --git a/posthog/hogql/ast.py b/posthog/hogql/ast.py index 3526e41f59388..afba1f5cb50d5 100644 --- a/posthog/hogql/ast.py +++ b/posthog/hogql/ast.py @@ -1,23 +1,32 @@ -from __future__ import annotations - +import re from enum import Enum -from typing import Any, List, Optional +from typing import Any, List, Literal from pydantic import BaseModel, Extra +# NOTE: when you add new AST fields or nodes, add them to EverythingVisitor as well! + +camel_case_pattern = re.compile(r"(? ClickHouse allowed transformations +CLICKHOUSE_FUNCTIONS = { + # arithmetic + "abs": "abs", + "max2": "max2", + "min2": "min2", + # type conversions + "toInt": "toInt64OrNull", + "toFloat": "toFloat64OrNull", + "toDecimal": "toDecimal64OrNull", + "toDate": "toDateOrNull", + "toDateTime": "parseDateTimeBestEffort", + "toIntervalSecond": "toIntervalSecond", + "toIntervalMinute": "toIntervalMinute", + "toIntervalHour": "toIntervalHour", + "toIntervalDay": "toIntervalDay", + "toIntervalWeek": "toIntervalWeek", + "toIntervalMonth": "toIntervalMonth", + "toIntervalQuarter": "toIntervalQuarter", + "toIntervalYear": "toIntervalYear", + "toString": "toString", + # date functions + "now": "now", + "NOW": "now", + "toMonday": "toMonday", + "toStartOfYear": "toStartOfYear", + "toStartOfQuarter": "toStartOfQuarter", + "toStartOfMonth": "toStartOfMonth", + "toStartOfWeek": "toStartOfWeek", + "toStartOfDay": "toStartOfDay", + "toStartOfHour": "toStartOfHour", + "toStartOfMinute": "toStartOfMinute", + "toStartOfSecond": "toStartOfSecond", + "toStartOfFiveMinutes": "toStartOfFiveMinutes", + "toStartOfTenMinutes": "toStartOfTenMinutes", + "toStartOfFifteenMinutes": "toStartOfFifteenMinutes", + "toTimezone": "toTimezone", + "age": "age", + "dateDiff": "dateDiff", + "dateTrunc": "dateTrunc", + "formatDateTime": "formatDateTime", + # string functions + "length": "lengthUTF8", + "empty": "empty", + "notEmpty": "notEmpty", + "leftPad": "leftPad", + "rightPad": "rightPad", + "lower": "lower", + "upper": "upper", + "repeat": "repeat", + "format": "format", + "concat": "concat", + "coalesce": "coalesce", + "substring": "substringUTF8", + "appendTrailingCharIfAbsent": "appendTrailingCharIfAbsent", + "endsWith": "endsWith", + "startsWith": "startsWith", + "trim": "trimBoth", + "trimLeft": "trimLeft", + "trimRight": "trimRight", + "extractTextFromHTML": "extractTextFromHTML", + "like": "like", + "ilike": "ilike", + "notLike": "notLike", + "replace": "replace", + "replaceOne": "replaceOne", + # array functions + "tuple": "tuple", + # conditional + "ifElse": "if", + "multiIf": "multiIf", + # rounding + "round": "round", + "floor": "floor", + "ceil": "ceil", + "trunc": "trunc", +} +# Permitted HogQL aggregations +HOGQL_AGGREGATIONS = { + "count": 0, + "countIf": 1, + "countDistinct": 1, + "countDistinctIf": 2, + "min": 1, + "minIf": 2, + "max": 1, + "maxIf": 2, + "sum": 1, + "sumIf": 2, + "avg": 1, + "avgIf": 2, + "any": 1, + "anyIf": 2, +} +# Keywords passed to ClickHouse without transformation +KEYWORDS = ["true", "false", "null"] + +# Allow-listed fields returned when you select "*" from events. Person and group fields will be nested later. +SELECT_STAR_FROM_EVENTS_FIELDS = [ + "uuid", + "event", + "properties", + "timestamp", + "team_id", + "distinct_id", + "elements_chain", + "created_at", + "person.id", + "person.created_at", + "person.properties", +] diff --git a/posthog/hogql/context.py b/posthog/hogql/context.py new file mode 100644 index 0000000000000..6e2221a3d7348 --- /dev/null +++ b/posthog/hogql/context.py @@ -0,0 +1,23 @@ +from dataclasses import dataclass, field +from typing import Dict, List, Literal, Optional + + +@dataclass +class HogQLFieldAccess: + input: List[str] + type: Optional[Literal["event", "event.properties", "person", "person.properties"]] + field: Optional[str] + sql: str + + +@dataclass +class HogQLContext: + """Context given to a HogQL expression printer""" + + # If set, will save string constants to this dict. Inlines strings into the query if None. + values: Dict = field(default_factory=dict) + # List of field and property accesses found in the expression + field_access_logs: List[HogQLFieldAccess] = field(default_factory=list) + # Did the last calls to translate_hogql since setting these to False contain any of the following + found_aggregation: bool = False + using_person_on_events: bool = True diff --git a/posthog/hogql/grammar/HogQLLexer.g4 b/posthog/hogql/grammar/HogQLLexer.g4 index 0ebef6f70583d..25b17027a831c 100644 --- a/posthog/hogql/grammar/HogQLLexer.g4 +++ b/posthog/hogql/grammar/HogQLLexer.g4 @@ -230,6 +230,7 @@ HEXADECIMAL_LITERAL: '0' X HEX_DIGIT+; // It's important that quote-symbol is a single character. STRING_LITERAL: QUOTE_SINGLE ( ~([\\']) | ESCAPE_CHAR | (QUOTE_SINGLE QUOTE_SINGLE) )* QUOTE_SINGLE; +PLACEHOLDER: LBRACE ( ~([\\}]) | ESCAPE_CHAR | (LBRACE LBRACE) )* RBRACE; // Alphabet and allowed symbols diff --git a/posthog/hogql/grammar/HogQLLexer.interp b/posthog/hogql/grammar/HogQLLexer.interp index 20cdc41b91f12..e06730ba812f7 100644 --- a/posthog/hogql/grammar/HogQLLexer.interp +++ b/posthog/hogql/grammar/HogQLLexer.interp @@ -198,6 +198,7 @@ null null null null +null '->' '*' '`' @@ -434,6 +435,7 @@ OCTAL_LITERAL DECIMAL_LITERAL HEXADECIMAL_LITERAL STRING_LITERAL +PLACEHOLDER ARROW ASTERISK BACKQUOTE @@ -669,6 +671,7 @@ OCTAL_LITERAL DECIMAL_LITERAL HEXADECIMAL_LITERAL STRING_LITERAL +PLACEHOLDER A B C @@ -743,4 +746,4 @@ mode names: DEFAULT_MODE atn: -[4, 0, 233, 2162, 6, -1, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, 2, 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, 2, 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 2, 13, 7, 13, 2, 14, 7, 14, 2, 15, 7, 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0, 0, 2176, 528, 1, 0, 0, 0, 39, 0, 591, 1089, 1803, 1846, 1851, 1857, 1859, 1868, 1870, 1881, 1883, 1888, 1895, 1900, 1904, 1909, 1914, 1918, 1923, 1930, 1936, 1941, 1948, 1953, 1959, 1964, 1966, 1972, 1977, 1984, 1992, 1994, 2005, 2007, 2121, 2151, 2165, 2169, 1, 6, 0, 0] \ No newline at end of file diff --git a/posthog/hogql/grammar/HogQLLexer.py b/posthog/hogql/grammar/HogQLLexer.py index 0269376a919ae..e7f1b907b9758 100644 --- a/posthog/hogql/grammar/HogQLLexer.py +++ b/posthog/hogql/grammar/HogQLLexer.py @@ -10,7 +10,7 @@ def serializedATN(): return [ - 4,0,233,2162,6,-1,2,0,7,0,2,1,7,1,2,2,7,2,2,3,7,3,2,4,7,4,2,5,7, + 4,0,234,2177,6,-1,2,0,7,0,2,1,7,1,2,2,7,2,2,3,7,3,2,4,7,4,2,5,7, 5,2,6,7,6,2,7,7,7,2,8,7,8,2,9,7,9,2,10,7,10,2,11,7,11,2,12,7,12, 2,13,7,13,2,14,7,14,2,15,7,15,2,16,7,16,2,17,7,17,2,18,7,18,2,19, 7,19,2,20,7,20,2,21,7,21,2,22,7,22,2,23,7,23,2,24,7,24,2,25,7,25, @@ -55,823 +55,831 @@ def serializedATN(): 7,246,2,247,7,247,2,248,7,248,2,249,7,249,2,250,7,250,2,251,7,251, 2,252,7,252,2,253,7,253,2,254,7,254,2,255,7,255,2,256,7,256,2,257, 7,257,2,258,7,258,2,259,7,259,2,260,7,260,2,261,7,261,2,262,7,262, - 1,0,1,0,1,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,1,2,1,2,1,2,1,2,1,2, - 1,3,1,3,1,3,1,3,1,4,1,4,1,4,1,4,1,4,1,4,1,5,1,5,1,5,1,5,1,6,1,6, - 1,6,1,6,1,6,1,7,1,7,1,7,1,7,1,8,1,8,1,8,1,8,1,8,1,8,1,9,1,9,1,9, - 1,10,1,10,1,10,1,10,1,10,1,10,1,10,1,10,1,10,1,10,1,10,1,10,1,10, - 1,10,3,10,590,8,10,1,11,1,11,1,11,1,11,1,11,1,12,1,12,1,12,1,12, - 1,13,1,13,1,13,1,13,1,13,1,13,1,14,1,14,1,14,1,14,1,14,1,14,1,14, - 1,15,1,15,1,15,1,15,1,15,1,15,1,15,1,15,1,16,1,16,1,16,1,16,1,16, - 1,17,1,17,1,17,1,18,1,18,1,18,1,18,1,18,1,19,1,19,1,19,1,19,1,19, - 1,20,1,20,1,20,1,20,1,20,1,20,1,21,1,21,1,21,1,21,1,21,1,21,1,22, - 1,22,1,22,1,22,1,22,1,22,1,22,1,22,1,23,1,23,1,23,1,23,1,23,1,23, - 1,24,1,24,1,24,1,24,1,24,1,24,1,24,1,24,1,25,1,25,1,25,1,25,1,25, - 1,25,1,25,1,26,1,26,1,26,1,26,1,26,1,26,1,26,1,26,1,27,1,27,1,27, - 1,27,1,27,1,27,1,27,1,27,1,27,1,27,1,27,1,28,1,28,1,28,1,28,1,28, - 1,28,1,28,1,29,1,29,1,29,1,29,1,29,1,29,1,30,1,30,1,30,1,30,1,30, - 1,31,1,31,1,31,1,31,1,31,1,31,1,31,1,31,1,32,1,32,1,32,1,32,1,32, - 1,32,1,32,1,32,1,32,1,33,1,33,1,33,1,33,1,33,1,33,1,33,1,33,1,33, - 1,33,1,34,1,34,1,34,1,34,1,34,1,35,1,35,1,35,1,35,1,36,1,36,1,36, - 1,36,1,36,1,36,1,36,1,36,1,36,1,36,1,36,1,36,1,37,1,37,1,37,1,37, - 1,37,1,37,1,37,1,37,1,38,1,38,1,38,1,38,1,38,1,38,1,39,1,39,1,39, - 1,39,1,39,1,39,1,39,1,40,1,40,1,40,1,40,1,40,1,41,1,41,1,41,1,41, - 1,41,1,41,1,41,1,41,1,41,1,41,1,41,1,42,1,42,1,42,1,42,1,42,1,42, - 1,42,1,42,1,42,1,43,1,43,1,43,1,43,1,43,1,43,1,43,1,44,1,44,1,44, - 1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,45,1,45,1,45, - 1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,46,1,46,1,46,1,46,1,46, - 1,47,1,47,1,47,1,47,1,47,1,47,1,47,1,47,1,47,1,48,1,48,1,48,1,48, - 1,48,1,48,1,48,1,48,1,48,1,48,1,48,1,48,1,49,1,49,1,49,1,49,1,49, - 1,50,1,50,1,50,1,50,1,50,1,51,1,51,1,51,1,51,1,52,1,52,1,52,1,52, - 1,52,1,52,1,52,1,53,1,53,1,53,1,53,1,53,1,53,1,53,1,54,1,54,1,54, - 1,54,1,54,1,54,1,54,1,55,1,55,1,55,1,55,1,55,1,55,1,55,1,55,1,56, - 1,56,1,56,1,56,1,56,1,56,1,56,1,56,1,56,1,56,1,56,1,57,1,57,1,57, - 1,57,1,57,1,57,1,57,1,57,1,58,1,58,1,58,1,58,1,58,1,58,1,58,1,58, - 1,59,1,59,1,59,1,59,1,59,1,59,1,60,1,60,1,60,1,60,1,60,1,60,1,61, - 1,61,1,61,1,61,1,61,1,61,1,62,1,62,1,62,1,62,1,62,1,62,1,62,1,62, - 1,62,1,62,1,63,1,63,1,63,1,63,1,64,1,64,1,64,1,64,1,64,1,64,1,64, - 1,65,1,65,1,65,1,65,1,65,1,65,1,65,1,66,1,66,1,66,1,66,1,66,1,67, - 1,67,1,67,1,67,1,67,1,68,1,68,1,68,1,68,1,68,1,68,1,68,1,68,1,68, - 1,69,1,69,1,69,1,69,1,69,1,69,1,69,1,70,1,70,1,70,1,70,1,70,1,70, - 1,70,1,70,1,70,1,70,1,70,1,70,1,71,1,71,1,71,1,71,1,71,1,71,1,72, - 1,72,1,72,1,72,1,72,1,72,1,72,1,73,1,73,1,73,1,73,1,73,1,73,1,73, - 1,73,1,73,1,73,1,73,1,73,1,73,1,74,1,74,1,74,1,74,1,74,1,75,1,75, - 1,75,1,76,1,76,1,76,1,77,1,77,1,77,1,77,1,77,1,77,1,78,1,78,1,78, - 1,79,1,79,1,79,1,79,1,79,1,79,1,80,1,80,1,80,1,80,1,80,1,80,1,80, - 1,80,1,80,1,80,1,80,1,80,1,80,3,80,1088,8,80,1,81,1,81,1,81,1,81, - 1,81,1,81,1,81,1,81,1,81,1,81,1,82,1,82,1,82,1,82,1,82,1,82,1,83, - 1,83,1,83,1,83,1,83,1,83,1,83,1,84,1,84,1,84,1,84,1,84,1,84,1,84, - 1,84,1,84,1,85,1,85,1,85,1,85,1,85,1,86,1,86,1,86,1,87,1,87,1,87, - 1,87,1,87,1,87,1,87,1,87,1,87,1,87,1,87,1,87,1,87,1,88,1,88,1,88, - 1,88,1,88,1,89,1,89,1,89,1,89,1,90,1,90,1,90,1,90,1,90,1,91,1,91, - 1,91,1,91,1,91,1,92,1,92,1,92,1,92,1,92,1,92,1,92,1,93,1,93,1,93, - 1,93,1,93,1,93,1,93,1,93,1,94,1,94,1,94,1,94,1,94,1,95,1,95,1,95, - 1,95,1,95,1,95,1,95,1,95,1,95,1,96,1,96,1,96,1,96,1,96,1,97,1,97, - 1,97,1,97,1,97,1,97,1,98,1,98,1,98,1,98,1,98,1,99,1,99,1,99,1,99, - 1,99,1,99,1,100,1,100,1,100,1,100,1,100,1,101,1,101,1,101,1,101, - 1,101,1,101,1,101,1,101,1,101,1,101,1,101,1,101,1,102,1,102,1,102, - 1,102,1,102,1,102,1,102,1,102,1,102,1,102,1,102,1,102,1,102,1,103, - 1,103,1,103,1,103,1,104,1,104,1,104,1,104,1,104,1,104,1,104,1,105, - 1,105,1,105,1,105,1,106,1,106,1,106,1,106,1,106,1,106,1,106,1,107, - 1,107,1,107,1,107,1,107,1,107,1,107,1,108,1,108,1,108,1,108,1,108, - 1,108,1,109,1,109,1,109,1,109,1,109,1,110,1,110,1,110,1,110,1,110, - 1,110,1,110,1,110,1,110,1,111,1,111,1,111,1,111,1,112,1,112,1,112, - 1,113,1,113,1,113,1,113,1,114,1,114,1,114,1,114,1,114,1,115,1,115, - 1,115,1,115,1,115,1,115,1,116,1,116,1,116,1,116,1,116,1,116,1,116, - 1,117,1,117,1,117,1,118,1,118,1,118,1,118,1,118,1,118,1,118,1,118, - 1,118,1,119,1,119,1,119,1,120,1,120,1,120,1,120,1,120,1,120,1,121, - 1,121,1,121,1,121,1,121,1,121,1,122,1,122,1,122,1,122,1,122,1,122, - 1,122,1,122,1,123,1,123,1,123,1,123,1,123,1,124,1,124,1,124,1,124, - 1,124,1,124,1,124,1,124,1,124,1,124,1,125,1,125,1,125,1,125,1,125, - 1,125,1,125,1,125,1,125,1,126,1,126,1,126,1,126,1,126,1,126,1,126, - 1,126,1,126,1,126,1,127,1,127,1,127,1,127,1,127,1,127,1,127,1,127, - 1,127,1,128,1,128,1,128,1,128,1,128,1,128,1,128,1,128,1,129,1,129, - 1,129,1,129,1,129,1,129,1,129,1,129,1,129,1,129,1,129,1,130,1,130, - 1,130,1,130,1,130,1,130,1,130,1,130,1,131,1,131,1,131,1,131,1,131, - 1,131,1,132,1,132,1,132,1,132,1,132,1,132,1,132,1,133,1,133,1,133, - 1,133,1,133,1,133,1,133,1,134,1,134,1,134,1,134,1,134,1,134,1,134, - 1,135,1,135,1,135,1,135,1,135,1,135,1,135,1,135,1,136,1,136,1,136, - 1,136,1,136,1,136,1,136,1,136,1,137,1,137,1,137,1,137,1,137,1,137, - 1,137,1,137,1,137,1,137,1,137,1,138,1,138,1,138,1,138,1,138,1,138, - 1,139,1,139,1,139,1,139,1,139,1,139,1,139,1,140,1,140,1,140,1,140, - 1,141,1,141,1,141,1,141,1,141,1,142,1,142,1,142,1,142,1,142,1,142, - 1,142,1,143,1,143,1,143,1,143,1,143,1,143,1,143,1,144,1,144,1,144, - 1,144,1,144,1,144,1,144,1,145,1,145,1,145,1,145,1,145,1,146,1,146, - 1,146,1,146,1,146,1,146,1,147,1,147,1,147,1,147,1,148,1,148,1,148, - 1,148,1,148,1,148,1,148,1,148,1,148,1,149,1,149,1,149,1,149,1,149, - 1,150,1,150,1,150,1,150,1,150,1,150,1,150,1,151,1,151,1,151,1,151, - 1,151,1,151,1,152,1,152,1,152,1,152,1,152,1,153,1,153,1,153,1,153, - 1,153,1,153,1,153,1,153,1,153,1,153,1,154,1,154,1,154,1,154,1,154, - 1,155,1,155,1,155,1,155,1,155,1,155,1,155,1,156,1,156,1,156,1,156, - 1,156,1,156,1,156,1,157,1,157,1,157,1,157,1,157,1,157,1,158,1,158, - 1,158,1,158,1,158,1,158,1,158,1,159,1,159,1,159,1,159,1,159,1,159, - 1,159,1,159,1,159,1,159,1,160,1,160,1,160,1,160,1,160,1,161,1,161, - 1,161,1,161,1,161,1,162,1,162,1,162,1,162,1,162,1,163,1,163,1,163, - 1,163,1,163,1,163,1,163,1,163,1,164,1,164,1,164,1,164,1,164,1,164, - 1,164,1,164,1,164,1,164,1,165,1,165,1,165,1,166,1,166,1,166,1,166, - 1,167,1,167,1,167,1,167,1,167,1,167,1,167,1,168,1,168,1,168,1,168, - 1,168,1,168,1,168,1,168,1,168,1,169,1,169,1,169,1,169,1,169,1,170, - 1,170,1,170,1,170,1,170,1,170,1,170,1,170,1,170,1,171,1,171,1,171, - 1,171,1,172,1,172,1,172,1,172,1,172,1,173,1,173,1,173,1,173,1,173, - 1,173,1,173,1,173,1,173,1,173,1,174,1,174,1,174,1,174,1,174,1,174, - 1,175,1,175,1,175,1,175,1,175,1,175,1,175,1,176,1,176,1,176,1,176, - 1,177,1,177,1,177,1,177,1,177,1,177,1,178,1,178,1,178,1,178,1,178, - 1,179,1,179,1,179,1,179,1,179,1,179,1,179,1,180,1,180,1,180,1,180, - 1,180,1,181,1,181,1,181,1,181,1,181,1,181,1,181,1,182,1,182,1,182, - 1,182,1,182,1,182,1,183,1,183,1,183,1,183,1,183,1,184,1,184,1,184, - 1,184,1,184,1,185,1,185,1,185,1,185,1,185,1,185,1,186,1,186,1,186, - 1,186,1,186,1,186,1,186,1,187,1,187,1,187,1,187,1,187,1,188,1,188, - 1,188,1,188,1,188,1,188,1,188,1,188,1,188,1,188,3,188,1802,8,188, - 1,189,1,189,1,189,1,189,1,189,1,189,1,190,1,190,1,190,1,190,1,190, + 2,263,7,263,1,0,1,0,1,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,1,2,1,2, + 1,2,1,2,1,2,1,3,1,3,1,3,1,3,1,4,1,4,1,4,1,4,1,4,1,4,1,5,1,5,1,5, + 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120,241,121,243,122,245,123,247,124,249,125,251,126,253,127,255, - 128,257,129,259,130,261,131,263,132,265,133,267,134,269,135,271, - 136,273,137,275,138,277,139,279,140,281,141,283,142,285,143,287, - 144,289,145,291,146,293,147,295,148,297,149,299,150,301,151,303, - 152,305,153,307,154,309,155,311,156,313,157,315,158,317,159,319, - 160,321,161,323,162,325,163,327,164,329,165,331,166,333,167,335, - 168,337,169,339,170,341,171,343,172,345,173,347,174,349,175,351, - 176,353,177,355,178,357,179,359,180,361,181,363,182,365,183,367, - 184,369,185,371,186,373,187,375,188,377,189,379,190,381,191,383, - 192,385,193,387,194,389,195,391,196,393,197,395,198,397,0,399,0, - 401,0,403,0,405,0,407,0,409,0,411,0,413,0,415,0,417,0,419,0,421, - 0,423,0,425,0,427,0,429,0,431,0,433,0,435,0,437,0,439,0,441,0,443, - 0,445,0,447,0,449,0,451,0,453,0,455,0,457,199,459,200,461,201,463, - 202,465,203,467,204,469,205,471,206,473,207,475,208,477,209,479, - 210,481,211,483,212,485,213,487,214,489,215,491,216,493,217,495, - 218,497,219,499,220,501,221,503,222,505,223,507,224,509,225,511, - 226,513,227,515,228,517,229,519,230,521,231,523,232,525,233,1,0, - 36,2,0,92,92,96,96,2,0,34,34,92,92,2,0,39,39,92,92,2,0,65,65,97, - 97,2,0,66,66,98,98,2,0,67,67,99,99,2,0,68,68,100,100,2,0,69,69,101, - 101,2,0,70,70,102,102,2,0,71,71,103,103,2,0,72,72,104,104,2,0,73, - 73,105,105,2,0,74,74,106,106,2,0,75,75,107,107,2,0,76,76,108,108, - 2,0,77,77,109,109,2,0,78,78,110,110,2,0,79,79,111,111,2,0,80,80, - 112,112,2,0,81,81,113,113,2,0,82,82,114,114,2,0,83,83,115,115,2, - 0,84,84,116,116,2,0,85,85,117,117,2,0,86,86,118,118,2,0,87,87,119, - 119,2,0,88,88,120,120,2,0,89,89,121,121,2,0,90,90,122,122,2,0,65, - 90,97,122,1,0,48,55,1,0,48,57,3,0,48,57,65,70,97,102,2,0,10,10,13, - 13,2,1,10,10,13,13,2,0,9,13,32,32,2189,0,1,1,0,0,0,0,3,1,0,0,0,0, - 5,1,0,0,0,0,7,1,0,0,0,0,9,1,0,0,0,0,11,1,0,0,0,0,13,1,0,0,0,0,15, - 1,0,0,0,0,17,1,0,0,0,0,19,1,0,0,0,0,21,1,0,0,0,0,23,1,0,0,0,0,25, - 1,0,0,0,0,27,1,0,0,0,0,29,1,0,0,0,0,31,1,0,0,0,0,33,1,0,0,0,0,35, - 1,0,0,0,0,37,1,0,0,0,0,39,1,0,0,0,0,41,1,0,0,0,0,43,1,0,0,0,0,45, - 1,0,0,0,0,47,1,0,0,0,0,49,1,0,0,0,0,51,1,0,0,0,0,53,1,0,0,0,0,55, - 1,0,0,0,0,57,1,0,0,0,0,59,1,0,0,0,0,61,1,0,0,0,0,63,1,0,0,0,0,65, - 1,0,0,0,0,67,1,0,0,0,0,69,1,0,0,0,0,71,1,0,0,0,0,73,1,0,0,0,0,75, - 1,0,0,0,0,77,1,0,0,0,0,79,1,0,0,0,0,81,1,0,0,0,0,83,1,0,0,0,0,85, - 1,0,0,0,0,87,1,0,0,0,0,89,1,0,0,0,0,91,1,0,0,0,0,93,1,0,0,0,0,95, - 1,0,0,0,0,97,1,0,0,0,0,99,1,0,0,0,0,101,1,0,0,0,0,103,1,0,0,0,0, - 105,1,0,0,0,0,107,1,0,0,0,0,109,1,0,0,0,0,111,1,0,0,0,0,113,1,0, - 0,0,0,115,1,0,0,0,0,117,1,0,0,0,0,119,1,0,0,0,0,121,1,0,0,0,0,123, - 1,0,0,0,0,125,1,0,0,0,0,127,1,0,0,0,0,129,1,0,0,0,0,131,1,0,0,0, - 0,133,1,0,0,0,0,135,1,0,0,0,0,137,1,0,0,0,0,139,1,0,0,0,0,141,1, - 0,0,0,0,143,1,0,0,0,0,145,1,0,0,0,0,147,1,0,0,0,0,149,1,0,0,0,0, - 151,1,0,0,0,0,153,1,0,0,0,0,155,1,0,0,0,0,157,1,0,0,0,0,159,1,0, - 0,0,0,161,1,0,0,0,0,163,1,0,0,0,0,165,1,0,0,0,0,167,1,0,0,0,0,169, - 1,0,0,0,0,171,1,0,0,0,0,173,1,0,0,0,0,175,1,0,0,0,0,177,1,0,0,0, - 0,179,1,0,0,0,0,181,1,0,0,0,0,183,1,0,0,0,0,185,1,0,0,0,0,187,1, - 0,0,0,0,189,1,0,0,0,0,191,1,0,0,0,0,193,1,0,0,0,0,195,1,0,0,0,0, - 197,1,0,0,0,0,199,1,0,0,0,0,201,1,0,0,0,0,203,1,0,0,0,0,205,1,0, - 0,0,0,207,1,0,0,0,0,209,1,0,0,0,0,211,1,0,0,0,0,213,1,0,0,0,0,215, - 1,0,0,0,0,217,1,0,0,0,0,219,1,0,0,0,0,221,1,0,0,0,0,223,1,0,0,0, - 0,225,1,0,0,0,0,227,1,0,0,0,0,229,1,0,0,0,0,231,1,0,0,0,0,233,1, - 0,0,0,0,235,1,0,0,0,0,237,1,0,0,0,0,239,1,0,0,0,0,241,1,0,0,0,0, - 243,1,0,0,0,0,245,1,0,0,0,0,247,1,0,0,0,0,249,1,0,0,0,0,251,1,0, - 0,0,0,253,1,0,0,0,0,255,1,0,0,0,0,257,1,0,0,0,0,259,1,0,0,0,0,261, - 1,0,0,0,0,263,1,0,0,0,0,265,1,0,0,0,0,267,1,0,0,0,0,269,1,0,0,0, - 0,271,1,0,0,0,0,273,1,0,0,0,0,275,1,0,0,0,0,277,1,0,0,0,0,279,1, - 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1,0,0,0,519,2128,1,0,0,0,521,2130,1,0,0,0,523,2144,1,0,0,0,525,2158, - 1,0,0,0,527,528,3,397,198,0,528,529,3,403,201,0,529,530,3,403,201, - 0,530,2,1,0,0,0,531,532,3,397,198,0,532,533,3,407,203,0,533,534, - 3,435,217,0,534,535,3,405,202,0,535,536,3,431,215,0,536,4,1,0,0, - 0,537,538,3,397,198,0,538,539,3,419,209,0,539,540,3,413,206,0,540, - 541,3,397,198,0,541,542,3,433,216,0,542,6,1,0,0,0,543,544,3,397, - 198,0,544,545,3,419,209,0,545,546,3,419,209,0,546,8,1,0,0,0,547, - 548,3,397,198,0,548,549,3,419,209,0,549,550,3,435,217,0,550,551, - 3,405,202,0,551,552,3,431,215,0,552,10,1,0,0,0,553,554,3,397,198, - 0,554,555,3,423,211,0,555,556,3,403,201,0,556,12,1,0,0,0,557,558, - 3,397,198,0,558,559,3,423,211,0,559,560,3,435,217,0,560,561,3,413, - 206,0,561,14,1,0,0,0,562,563,3,397,198,0,563,564,3,423,211,0,564, - 565,3,445,222,0,565,16,1,0,0,0,566,567,3,397,198,0,567,568,3,431, - 215,0,568,569,3,431,215,0,569,570,3,397,198,0,570,571,3,445,222, - 0,571,18,1,0,0,0,572,573,3,397,198,0,573,574,3,433,216,0,574,20, - 1,0,0,0,575,576,3,397,198,0,576,577,3,433,216,0,577,578,3,401,200, - 0,578,590,1,0,0,0,579,580,3,397,198,0,580,581,3,433,216,0,581,582, - 3,401,200,0,582,583,3,405,202,0,583,584,3,423,211,0,584,585,3,403, - 201,0,585,586,3,413,206,0,586,587,3,423,211,0,587,588,3,409,204, - 0,588,590,1,0,0,0,589,575,1,0,0,0,589,579,1,0,0,0,590,22,1,0,0,0, - 591,592,3,397,198,0,592,593,3,433,216,0,593,594,3,425,212,0,594, - 595,3,407,203,0,595,24,1,0,0,0,596,597,3,397,198,0,597,598,3,433, - 216,0,598,599,3,435,217,0,599,26,1,0,0,0,600,601,3,397,198,0,601, - 602,3,433,216,0,602,603,3,445,222,0,603,604,3,423,211,0,604,605, - 3,401,200,0,605,28,1,0,0,0,606,607,3,397,198,0,607,608,3,435,217, - 0,608,609,3,435,217,0,609,610,3,397,198,0,610,611,3,401,200,0,611, - 612,3,411,205,0,612,30,1,0,0,0,613,614,3,399,199,0,614,615,3,405, - 202,0,615,616,3,435,217,0,616,617,3,441,220,0,617,618,3,405,202, - 0,618,619,3,405,202,0,619,620,3,423,211,0,620,32,1,0,0,0,621,622, - 3,399,199,0,622,623,3,425,212,0,623,624,3,435,217,0,624,625,3,411, - 205,0,625,34,1,0,0,0,626,627,3,399,199,0,627,628,3,445,222,0,628, - 36,1,0,0,0,629,630,3,401,200,0,630,631,3,397,198,0,631,632,3,433, - 216,0,632,633,3,405,202,0,633,38,1,0,0,0,634,635,3,401,200,0,635, - 636,3,397,198,0,636,637,3,433,216,0,637,638,3,435,217,0,638,40,1, - 0,0,0,639,640,3,401,200,0,640,641,3,411,205,0,641,642,3,405,202, - 0,642,643,3,401,200,0,643,644,3,417,208,0,644,42,1,0,0,0,645,646, - 3,401,200,0,646,647,3,419,209,0,647,648,3,405,202,0,648,649,3,397, - 198,0,649,650,3,431,215,0,650,44,1,0,0,0,651,652,3,401,200,0,652, - 653,3,419,209,0,653,654,3,437,218,0,654,655,3,433,216,0,655,656, - 3,435,217,0,656,657,3,405,202,0,657,658,3,431,215,0,658,46,1,0,0, - 0,659,660,3,401,200,0,660,661,3,425,212,0,661,662,3,403,201,0,662, - 663,3,405,202,0,663,664,3,401,200,0,664,48,1,0,0,0,665,666,3,401, - 200,0,666,667,3,425,212,0,667,668,3,419,209,0,668,669,3,419,209, - 0,669,670,3,397,198,0,670,671,3,435,217,0,671,672,3,405,202,0,672, - 50,1,0,0,0,673,674,3,401,200,0,674,675,3,425,212,0,675,676,3,419, - 209,0,676,677,3,437,218,0,677,678,3,421,210,0,678,679,3,423,211, - 0,679,52,1,0,0,0,680,681,3,401,200,0,681,682,3,425,212,0,682,683, - 3,421,210,0,683,684,3,421,210,0,684,685,3,405,202,0,685,686,3,423, - 211,0,686,687,3,435,217,0,687,54,1,0,0,0,688,689,3,401,200,0,689, - 690,3,425,212,0,690,691,3,423,211,0,691,692,3,433,216,0,692,693, - 3,435,217,0,693,694,3,431,215,0,694,695,3,397,198,0,695,696,3,413, - 206,0,696,697,3,423,211,0,697,698,3,435,217,0,698,56,1,0,0,0,699, - 700,3,401,200,0,700,701,3,431,215,0,701,702,3,405,202,0,702,703, - 3,397,198,0,703,704,3,435,217,0,704,705,3,405,202,0,705,58,1,0,0, - 0,706,707,3,401,200,0,707,708,3,431,215,0,708,709,3,425,212,0,709, - 710,3,433,216,0,710,711,3,433,216,0,711,60,1,0,0,0,712,713,3,401, - 200,0,713,714,3,437,218,0,714,715,3,399,199,0,715,716,3,405,202, - 0,716,62,1,0,0,0,717,718,3,401,200,0,718,719,3,437,218,0,719,720, - 3,431,215,0,720,721,3,431,215,0,721,722,3,405,202,0,722,723,3,423, - 211,0,723,724,3,435,217,0,724,64,1,0,0,0,725,726,3,403,201,0,726, - 727,3,397,198,0,727,728,3,435,217,0,728,729,3,397,198,0,729,730, - 3,399,199,0,730,731,3,397,198,0,731,732,3,433,216,0,732,733,3,405, - 202,0,733,66,1,0,0,0,734,735,3,403,201,0,735,736,3,397,198,0,736, - 737,3,435,217,0,737,738,3,397,198,0,738,739,3,399,199,0,739,740, - 3,397,198,0,740,741,3,433,216,0,741,742,3,405,202,0,742,743,3,433, - 216,0,743,68,1,0,0,0,744,745,3,403,201,0,745,746,3,397,198,0,746, - 747,3,435,217,0,747,748,3,405,202,0,748,70,1,0,0,0,749,750,3,403, - 201,0,750,751,3,397,198,0,751,752,3,445,222,0,752,72,1,0,0,0,753, - 754,3,403,201,0,754,755,3,405,202,0,755,756,3,403,201,0,756,757, - 3,437,218,0,757,758,3,427,213,0,758,759,3,419,209,0,759,760,3,413, - 206,0,760,761,3,401,200,0,761,762,3,397,198,0,762,763,3,435,217, - 0,763,764,3,405,202,0,764,74,1,0,0,0,765,766,3,403,201,0,766,767, - 3,405,202,0,767,768,3,407,203,0,768,769,3,397,198,0,769,770,3,437, - 218,0,770,771,3,419,209,0,771,772,3,435,217,0,772,76,1,0,0,0,773, - 774,3,403,201,0,774,775,3,405,202,0,775,776,3,419,209,0,776,777, - 3,397,198,0,777,778,3,445,222,0,778,78,1,0,0,0,779,780,3,403,201, - 0,780,781,3,405,202,0,781,782,3,419,209,0,782,783,3,405,202,0,783, - 784,3,435,217,0,784,785,3,405,202,0,785,80,1,0,0,0,786,787,3,403, - 201,0,787,788,3,405,202,0,788,789,3,433,216,0,789,790,3,401,200, - 0,790,82,1,0,0,0,791,792,3,403,201,0,792,793,3,405,202,0,793,794, - 3,433,216,0,794,795,3,401,200,0,795,796,3,405,202,0,796,797,3,423, - 211,0,797,798,3,403,201,0,798,799,3,413,206,0,799,800,3,423,211, - 0,800,801,3,409,204,0,801,84,1,0,0,0,802,803,3,403,201,0,803,804, - 3,405,202,0,804,805,3,433,216,0,805,806,3,401,200,0,806,807,3,431, - 215,0,807,808,3,413,206,0,808,809,3,399,199,0,809,810,3,405,202, - 0,810,86,1,0,0,0,811,812,3,403,201,0,812,813,3,405,202,0,813,814, - 3,435,217,0,814,815,3,397,198,0,815,816,3,401,200,0,816,817,3,411, - 205,0,817,88,1,0,0,0,818,819,3,403,201,0,819,820,3,413,206,0,820, - 821,3,401,200,0,821,822,3,435,217,0,822,823,3,413,206,0,823,824, - 3,425,212,0,824,825,3,423,211,0,825,826,3,397,198,0,826,827,3,431, - 215,0,827,828,3,413,206,0,828,829,3,405,202,0,829,830,3,433,216, - 0,830,90,1,0,0,0,831,832,3,403,201,0,832,833,3,413,206,0,833,834, - 3,401,200,0,834,835,3,435,217,0,835,836,3,413,206,0,836,837,3,425, - 212,0,837,838,3,423,211,0,838,839,3,397,198,0,839,840,3,431,215, - 0,840,841,3,445,222,0,841,92,1,0,0,0,842,843,3,403,201,0,843,844, - 3,413,206,0,844,845,3,433,216,0,845,846,3,417,208,0,846,94,1,0,0, - 0,847,848,3,403,201,0,848,849,3,413,206,0,849,850,3,433,216,0,850, - 851,3,435,217,0,851,852,3,413,206,0,852,853,3,423,211,0,853,854, - 3,401,200,0,854,855,3,435,217,0,855,96,1,0,0,0,856,857,3,403,201, - 0,857,858,3,413,206,0,858,859,3,433,216,0,859,860,3,435,217,0,860, - 861,3,431,215,0,861,862,3,413,206,0,862,863,3,399,199,0,863,864, - 3,437,218,0,864,865,3,435,217,0,865,866,3,405,202,0,866,867,3,403, - 201,0,867,98,1,0,0,0,868,869,3,403,201,0,869,870,3,431,215,0,870, - 871,3,425,212,0,871,872,3,427,213,0,872,100,1,0,0,0,873,874,3,405, - 202,0,874,875,3,419,209,0,875,876,3,433,216,0,876,877,3,405,202, - 0,877,102,1,0,0,0,878,879,3,405,202,0,879,880,3,423,211,0,880,881, - 3,403,201,0,881,104,1,0,0,0,882,883,3,405,202,0,883,884,3,423,211, - 0,884,885,3,409,204,0,885,886,3,413,206,0,886,887,3,423,211,0,887, - 888,3,405,202,0,888,106,1,0,0,0,889,890,3,405,202,0,890,891,3,439, - 219,0,891,892,3,405,202,0,892,893,3,423,211,0,893,894,3,435,217, - 0,894,895,3,433,216,0,895,108,1,0,0,0,896,897,3,405,202,0,897,898, - 3,443,221,0,898,899,3,413,206,0,899,900,3,433,216,0,900,901,3,435, - 217,0,901,902,3,433,216,0,902,110,1,0,0,0,903,904,3,405,202,0,904, - 905,3,443,221,0,905,906,3,427,213,0,906,907,3,419,209,0,907,908, - 3,397,198,0,908,909,3,413,206,0,909,910,3,423,211,0,910,112,1,0, - 0,0,911,912,3,405,202,0,912,913,3,443,221,0,913,914,3,427,213,0, - 914,915,3,431,215,0,915,916,3,405,202,0,916,917,3,433,216,0,917, - 918,3,433,216,0,918,919,3,413,206,0,919,920,3,425,212,0,920,921, - 3,423,211,0,921,114,1,0,0,0,922,923,3,405,202,0,923,924,3,443,221, - 0,924,925,3,435,217,0,925,926,3,431,215,0,926,927,3,397,198,0,927, - 928,3,401,200,0,928,929,3,435,217,0,929,116,1,0,0,0,930,931,3,407, - 203,0,931,932,3,405,202,0,932,933,3,435,217,0,933,934,3,401,200, - 0,934,935,3,411,205,0,935,936,3,405,202,0,936,937,3,433,216,0,937, - 118,1,0,0,0,938,939,3,407,203,0,939,940,3,413,206,0,940,941,3,423, - 211,0,941,942,3,397,198,0,942,943,3,419,209,0,943,120,1,0,0,0,944, - 945,3,407,203,0,945,946,3,413,206,0,946,947,3,431,215,0,947,948, - 3,433,216,0,948,949,3,435,217,0,949,122,1,0,0,0,950,951,3,407,203, - 0,951,952,3,419,209,0,952,953,3,437,218,0,953,954,3,433,216,0,954, - 955,3,411,205,0,955,124,1,0,0,0,956,957,3,407,203,0,957,958,3,425, - 212,0,958,959,3,419,209,0,959,960,3,419,209,0,960,961,3,425,212, - 0,961,962,3,441,220,0,962,963,3,413,206,0,963,964,3,423,211,0,964, - 965,3,409,204,0,965,126,1,0,0,0,966,967,3,407,203,0,967,968,3,425, - 212,0,968,969,3,431,215,0,969,128,1,0,0,0,970,971,3,407,203,0,971, - 972,3,425,212,0,972,973,3,431,215,0,973,974,3,421,210,0,974,975, - 3,397,198,0,975,976,3,435,217,0,976,130,1,0,0,0,977,978,3,407,203, - 0,978,979,3,431,215,0,979,980,3,405,202,0,980,981,3,405,202,0,981, - 982,3,447,223,0,982,983,3,405,202,0,983,132,1,0,0,0,984,985,3,407, - 203,0,985,986,3,431,215,0,986,987,3,425,212,0,987,988,3,421,210, - 0,988,134,1,0,0,0,989,990,3,407,203,0,990,991,3,437,218,0,991,992, - 3,419,209,0,992,993,3,419,209,0,993,136,1,0,0,0,994,995,3,407,203, - 0,995,996,3,437,218,0,996,997,3,423,211,0,997,998,3,401,200,0,998, - 999,3,435,217,0,999,1000,3,413,206,0,1000,1001,3,425,212,0,1001, - 1002,3,423,211,0,1002,138,1,0,0,0,1003,1004,3,409,204,0,1004,1005, - 3,419,209,0,1005,1006,3,425,212,0,1006,1007,3,399,199,0,1007,1008, - 3,397,198,0,1008,1009,3,419,209,0,1009,140,1,0,0,0,1010,1011,3,409, - 204,0,1011,1012,3,431,215,0,1012,1013,3,397,198,0,1013,1014,3,423, - 211,0,1014,1015,3,437,218,0,1015,1016,3,419,209,0,1016,1017,3,397, - 198,0,1017,1018,3,431,215,0,1018,1019,3,413,206,0,1019,1020,3,435, - 217,0,1020,1021,3,445,222,0,1021,142,1,0,0,0,1022,1023,3,409,204, - 0,1023,1024,3,431,215,0,1024,1025,3,425,212,0,1025,1026,3,437,218, - 0,1026,1027,3,427,213,0,1027,144,1,0,0,0,1028,1029,3,411,205,0,1029, - 1030,3,397,198,0,1030,1031,3,439,219,0,1031,1032,3,413,206,0,1032, - 1033,3,423,211,0,1033,1034,3,409,204,0,1034,146,1,0,0,0,1035,1036, - 3,411,205,0,1036,1037,3,413,206,0,1037,1038,3,405,202,0,1038,1039, - 3,431,215,0,1039,1040,3,397,198,0,1040,1041,3,431,215,0,1041,1042, - 3,401,200,0,1042,1043,3,411,205,0,1043,1044,3,413,206,0,1044,1045, - 3,401,200,0,1045,1046,3,397,198,0,1046,1047,3,419,209,0,1047,148, - 1,0,0,0,1048,1049,3,411,205,0,1049,1050,3,425,212,0,1050,1051,3, - 437,218,0,1051,1052,3,431,215,0,1052,150,1,0,0,0,1053,1054,3,413, - 206,0,1054,1055,3,403,201,0,1055,152,1,0,0,0,1056,1057,3,413,206, - 0,1057,1058,3,407,203,0,1058,154,1,0,0,0,1059,1060,3,413,206,0,1060, - 1061,3,419,209,0,1061,1062,3,413,206,0,1062,1063,3,417,208,0,1063, - 1064,3,405,202,0,1064,156,1,0,0,0,1065,1066,3,413,206,0,1066,1067, - 3,423,211,0,1067,158,1,0,0,0,1068,1069,3,413,206,0,1069,1070,3,423, - 211,0,1070,1071,3,403,201,0,1071,1072,3,405,202,0,1072,1073,3,443, - 221,0,1073,160,1,0,0,0,1074,1075,3,413,206,0,1075,1076,3,423,211, - 0,1076,1077,3,407,203,0,1077,1088,1,0,0,0,1078,1079,3,413,206,0, - 1079,1080,3,423,211,0,1080,1081,3,407,203,0,1081,1082,3,413,206, - 0,1082,1083,3,423,211,0,1083,1084,3,413,206,0,1084,1085,3,435,217, - 0,1085,1086,3,445,222,0,1086,1088,1,0,0,0,1087,1074,1,0,0,0,1087, - 1078,1,0,0,0,1088,162,1,0,0,0,1089,1090,3,413,206,0,1090,1091,3, - 423,211,0,1091,1092,3,415,207,0,1092,1093,3,405,202,0,1093,1094, - 3,401,200,0,1094,1095,3,435,217,0,1095,1096,3,413,206,0,1096,1097, - 3,439,219,0,1097,1098,3,405,202,0,1098,164,1,0,0,0,1099,1100,3,413, - 206,0,1100,1101,3,423,211,0,1101,1102,3,423,211,0,1102,1103,3,405, - 202,0,1103,1104,3,431,215,0,1104,166,1,0,0,0,1105,1106,3,413,206, - 0,1106,1107,3,423,211,0,1107,1108,3,433,216,0,1108,1109,3,405,202, - 0,1109,1110,3,431,215,0,1110,1111,3,435,217,0,1111,168,1,0,0,0,1112, - 1113,3,413,206,0,1113,1114,3,423,211,0,1114,1115,3,435,217,0,1115, - 1116,3,405,202,0,1116,1117,3,431,215,0,1117,1118,3,439,219,0,1118, - 1119,3,397,198,0,1119,1120,3,419,209,0,1120,170,1,0,0,0,1121,1122, - 3,413,206,0,1122,1123,3,423,211,0,1123,1124,3,435,217,0,1124,1125, - 3,425,212,0,1125,172,1,0,0,0,1126,1127,3,413,206,0,1127,1128,3,433, - 216,0,1128,174,1,0,0,0,1129,1130,3,413,206,0,1130,1131,3,433,216, - 0,1131,1132,3,519,259,0,1132,1133,3,425,212,0,1133,1134,3,399,199, - 0,1134,1135,3,415,207,0,1135,1136,3,405,202,0,1136,1137,3,401,200, - 0,1137,1138,3,435,217,0,1138,1139,3,519,259,0,1139,1140,3,413,206, - 0,1140,1141,3,403,201,0,1141,176,1,0,0,0,1142,1143,3,415,207,0,1143, - 1144,3,425,212,0,1144,1145,3,413,206,0,1145,1146,3,423,211,0,1146, - 178,1,0,0,0,1147,1148,3,417,208,0,1148,1149,3,405,202,0,1149,1150, - 3,445,222,0,1150,180,1,0,0,0,1151,1152,3,417,208,0,1152,1153,3,413, - 206,0,1153,1154,3,419,209,0,1154,1155,3,419,209,0,1155,182,1,0,0, - 0,1156,1157,3,419,209,0,1157,1158,3,397,198,0,1158,1159,3,433,216, - 0,1159,1160,3,435,217,0,1160,184,1,0,0,0,1161,1162,3,419,209,0,1162, - 1163,3,397,198,0,1163,1164,3,445,222,0,1164,1165,3,425,212,0,1165, - 1166,3,437,218,0,1166,1167,3,435,217,0,1167,186,1,0,0,0,1168,1169, - 3,419,209,0,1169,1170,3,405,202,0,1170,1171,3,397,198,0,1171,1172, - 3,403,201,0,1172,1173,3,413,206,0,1173,1174,3,423,211,0,1174,1175, - 3,409,204,0,1175,188,1,0,0,0,1176,1177,3,419,209,0,1177,1178,3,405, - 202,0,1178,1179,3,407,203,0,1179,1180,3,435,217,0,1180,190,1,0,0, - 0,1181,1182,3,419,209,0,1182,1183,3,413,206,0,1183,1184,3,407,203, - 0,1184,1185,3,405,202,0,1185,1186,3,435,217,0,1186,1187,3,413,206, - 0,1187,1188,3,421,210,0,1188,1189,3,405,202,0,1189,192,1,0,0,0,1190, - 1191,3,419,209,0,1191,1192,3,413,206,0,1192,1193,3,417,208,0,1193, - 1194,3,405,202,0,1194,194,1,0,0,0,1195,1196,3,419,209,0,1196,1197, - 3,413,206,0,1197,1198,3,421,210,0,1198,1199,3,413,206,0,1199,1200, - 3,435,217,0,1200,196,1,0,0,0,1201,1202,3,419,209,0,1202,1203,3,413, - 206,0,1203,1204,3,439,219,0,1204,1205,3,405,202,0,1205,198,1,0,0, - 0,1206,1207,3,419,209,0,1207,1208,3,425,212,0,1208,1209,3,401,200, - 0,1209,1210,3,397,198,0,1210,1211,3,419,209,0,1211,200,1,0,0,0,1212, - 1213,3,419,209,0,1213,1214,3,425,212,0,1214,1215,3,409,204,0,1215, - 1216,3,433,216,0,1216,202,1,0,0,0,1217,1218,3,421,210,0,1218,1219, - 3,397,198,0,1219,1220,3,435,217,0,1220,1221,3,405,202,0,1221,1222, - 3,431,215,0,1222,1223,3,413,206,0,1223,1224,3,397,198,0,1224,1225, - 3,419,209,0,1225,1226,3,413,206,0,1226,1227,3,447,223,0,1227,1228, - 3,405,202,0,1228,204,1,0,0,0,1229,1230,3,421,210,0,1230,1231,3,397, - 198,0,1231,1232,3,435,217,0,1232,1233,3,405,202,0,1233,1234,3,431, - 215,0,1234,1235,3,413,206,0,1235,1236,3,397,198,0,1236,1237,3,419, - 209,0,1237,1238,3,413,206,0,1238,1239,3,447,223,0,1239,1240,3,405, - 202,0,1240,1241,3,403,201,0,1241,206,1,0,0,0,1242,1243,3,421,210, - 0,1243,1244,3,397,198,0,1244,1245,3,443,221,0,1245,208,1,0,0,0,1246, - 1247,3,421,210,0,1247,1248,3,405,202,0,1248,1249,3,431,215,0,1249, - 1250,3,409,204,0,1250,1251,3,405,202,0,1251,1252,3,433,216,0,1252, - 210,1,0,0,0,1253,1254,3,421,210,0,1254,1255,3,413,206,0,1255,1256, - 3,423,211,0,1256,212,1,0,0,0,1257,1258,3,421,210,0,1258,1259,3,413, - 206,0,1259,1260,3,423,211,0,1260,1261,3,437,218,0,1261,1262,3,435, - 217,0,1262,1263,3,405,202,0,1263,214,1,0,0,0,1264,1265,3,421,210, - 0,1265,1266,3,425,212,0,1266,1267,3,403,201,0,1267,1268,3,413,206, - 0,1268,1269,3,407,203,0,1269,1270,3,445,222,0,1270,216,1,0,0,0,1271, - 1272,3,421,210,0,1272,1273,3,425,212,0,1273,1274,3,423,211,0,1274, - 1275,3,435,217,0,1275,1276,3,411,205,0,1276,218,1,0,0,0,1277,1278, - 3,421,210,0,1278,1279,3,425,212,0,1279,1280,3,439,219,0,1280,1281, - 3,405,202,0,1281,220,1,0,0,0,1282,1283,3,421,210,0,1283,1284,3,437, - 218,0,1284,1285,3,435,217,0,1285,1286,3,397,198,0,1286,1287,3,435, - 217,0,1287,1288,3,413,206,0,1288,1289,3,425,212,0,1289,1290,3,423, - 211,0,1290,222,1,0,0,0,1291,1292,3,423,211,0,1292,1293,3,397,198, - 0,1293,1294,3,423,211,0,1294,224,1,0,0,0,1295,1296,3,423,211,0,1296, - 1297,3,425,212,0,1297,226,1,0,0,0,1298,1299,3,423,211,0,1299,1300, - 3,425,212,0,1300,1301,3,435,217,0,1301,228,1,0,0,0,1302,1303,3,423, - 211,0,1303,1304,3,437,218,0,1304,1305,3,419,209,0,1305,1306,3,419, - 209,0,1306,230,1,0,0,0,1307,1308,3,423,211,0,1308,1309,3,437,218, - 0,1309,1310,3,419,209,0,1310,1311,3,419,209,0,1311,1312,3,433,216, - 0,1312,232,1,0,0,0,1313,1314,3,425,212,0,1314,1315,3,407,203,0,1315, - 1316,3,407,203,0,1316,1317,3,433,216,0,1317,1318,3,405,202,0,1318, - 1319,3,435,217,0,1319,234,1,0,0,0,1320,1321,3,425,212,0,1321,1322, - 3,423,211,0,1322,236,1,0,0,0,1323,1324,3,425,212,0,1324,1325,3,427, - 213,0,1325,1326,3,435,217,0,1326,1327,3,413,206,0,1327,1328,3,421, - 210,0,1328,1329,3,413,206,0,1329,1330,3,447,223,0,1330,1331,3,405, - 202,0,1331,238,1,0,0,0,1332,1333,3,425,212,0,1333,1334,3,431,215, - 0,1334,240,1,0,0,0,1335,1336,3,425,212,0,1336,1337,3,431,215,0,1337, - 1338,3,403,201,0,1338,1339,3,405,202,0,1339,1340,3,431,215,0,1340, - 242,1,0,0,0,1341,1342,3,425,212,0,1342,1343,3,437,218,0,1343,1344, - 3,435,217,0,1344,1345,3,405,202,0,1345,1346,3,431,215,0,1346,244, - 1,0,0,0,1347,1348,3,425,212,0,1348,1349,3,437,218,0,1349,1350,3, - 435,217,0,1350,1351,3,407,203,0,1351,1352,3,413,206,0,1352,1353, - 3,419,209,0,1353,1354,3,405,202,0,1354,246,1,0,0,0,1355,1356,3,425, - 212,0,1356,1357,3,439,219,0,1357,1358,3,405,202,0,1358,1359,3,431, - 215,0,1359,248,1,0,0,0,1360,1361,3,427,213,0,1361,1362,3,397,198, - 0,1362,1363,3,431,215,0,1363,1364,3,435,217,0,1364,1365,3,413,206, - 0,1365,1366,3,435,217,0,1366,1367,3,413,206,0,1367,1368,3,425,212, - 0,1368,1369,3,423,211,0,1369,250,1,0,0,0,1370,1371,3,427,213,0,1371, - 1372,3,425,212,0,1372,1373,3,427,213,0,1373,1374,3,437,218,0,1374, - 1375,3,419,209,0,1375,1376,3,397,198,0,1376,1377,3,435,217,0,1377, - 1378,3,405,202,0,1378,252,1,0,0,0,1379,1380,3,427,213,0,1380,1381, - 3,431,215,0,1381,1382,3,405,202,0,1382,1383,3,401,200,0,1383,1384, - 3,405,202,0,1384,1385,3,403,201,0,1385,1386,3,413,206,0,1386,1387, - 3,423,211,0,1387,1388,3,409,204,0,1388,254,1,0,0,0,1389,1390,3,427, - 213,0,1390,1391,3,431,215,0,1391,1392,3,405,202,0,1392,1393,3,441, - 220,0,1393,1394,3,411,205,0,1394,1395,3,405,202,0,1395,1396,3,431, - 215,0,1396,1397,3,405,202,0,1397,256,1,0,0,0,1398,1399,3,427,213, - 0,1399,1400,3,431,215,0,1400,1401,3,413,206,0,1401,1402,3,421,210, - 0,1402,1403,3,397,198,0,1403,1404,3,431,215,0,1404,1405,3,445,222, - 0,1405,258,1,0,0,0,1406,1407,3,427,213,0,1407,1408,3,431,215,0,1408, - 1409,3,425,212,0,1409,1410,3,415,207,0,1410,1411,3,405,202,0,1411, - 1412,3,401,200,0,1412,1413,3,435,217,0,1413,1414,3,413,206,0,1414, - 1415,3,425,212,0,1415,1416,3,423,211,0,1416,260,1,0,0,0,1417,1418, - 3,429,214,0,1418,1419,3,437,218,0,1419,1420,3,397,198,0,1420,1421, - 3,431,215,0,1421,1422,3,435,217,0,1422,1423,3,405,202,0,1423,1424, - 3,431,215,0,1424,262,1,0,0,0,1425,1426,3,431,215,0,1426,1427,3,397, - 198,0,1427,1428,3,423,211,0,1428,1429,3,409,204,0,1429,1430,3,405, - 202,0,1430,264,1,0,0,0,1431,1432,3,431,215,0,1432,1433,3,405,202, - 0,1433,1434,3,419,209,0,1434,1435,3,425,212,0,1435,1436,3,397,198, - 0,1436,1437,3,403,201,0,1437,266,1,0,0,0,1438,1439,3,431,215,0,1439, - 1440,3,405,202,0,1440,1441,3,421,210,0,1441,1442,3,425,212,0,1442, - 1443,3,439,219,0,1443,1444,3,405,202,0,1444,268,1,0,0,0,1445,1446, - 3,431,215,0,1446,1447,3,405,202,0,1447,1448,3,423,211,0,1448,1449, - 3,397,198,0,1449,1450,3,421,210,0,1450,1451,3,405,202,0,1451,270, - 1,0,0,0,1452,1453,3,431,215,0,1453,1454,3,405,202,0,1454,1455,3, - 427,213,0,1455,1456,3,419,209,0,1456,1457,3,397,198,0,1457,1458, - 3,401,200,0,1458,1459,3,405,202,0,1459,272,1,0,0,0,1460,1461,3,431, - 215,0,1461,1462,3,405,202,0,1462,1463,3,427,213,0,1463,1464,3,419, - 209,0,1464,1465,3,413,206,0,1465,1466,3,401,200,0,1466,1467,3,397, - 198,0,1467,274,1,0,0,0,1468,1469,3,431,215,0,1469,1470,3,405,202, - 0,1470,1471,3,427,213,0,1471,1472,3,419,209,0,1472,1473,3,413,206, - 0,1473,1474,3,401,200,0,1474,1475,3,397,198,0,1475,1476,3,435,217, - 0,1476,1477,3,405,202,0,1477,1478,3,403,201,0,1478,276,1,0,0,0,1479, - 1480,3,431,215,0,1480,1481,3,413,206,0,1481,1482,3,409,204,0,1482, - 1483,3,411,205,0,1483,1484,3,435,217,0,1484,278,1,0,0,0,1485,1486, - 3,431,215,0,1486,1487,3,425,212,0,1487,1488,3,419,209,0,1488,1489, - 3,419,209,0,1489,1490,3,437,218,0,1490,1491,3,427,213,0,1491,280, - 1,0,0,0,1492,1493,3,431,215,0,1493,1494,3,425,212,0,1494,1495,3, - 441,220,0,1495,282,1,0,0,0,1496,1497,3,431,215,0,1497,1498,3,425, - 212,0,1498,1499,3,441,220,0,1499,1500,3,433,216,0,1500,284,1,0,0, - 0,1501,1502,3,433,216,0,1502,1503,3,397,198,0,1503,1504,3,421,210, - 0,1504,1505,3,427,213,0,1505,1506,3,419,209,0,1506,1507,3,405,202, - 0,1507,286,1,0,0,0,1508,1509,3,433,216,0,1509,1510,3,405,202,0,1510, - 1511,3,401,200,0,1511,1512,3,425,212,0,1512,1513,3,423,211,0,1513, - 1514,3,403,201,0,1514,288,1,0,0,0,1515,1516,3,433,216,0,1516,1517, - 3,405,202,0,1517,1518,3,419,209,0,1518,1519,3,405,202,0,1519,1520, - 3,401,200,0,1520,1521,3,435,217,0,1521,290,1,0,0,0,1522,1523,3,433, - 216,0,1523,1524,3,405,202,0,1524,1525,3,421,210,0,1525,1526,3,413, - 206,0,1526,292,1,0,0,0,1527,1528,3,433,216,0,1528,1529,3,405,202, - 0,1529,1530,3,423,211,0,1530,1531,3,403,201,0,1531,1532,3,433,216, - 0,1532,294,1,0,0,0,1533,1534,3,433,216,0,1534,1535,3,405,202,0,1535, - 1536,3,435,217,0,1536,296,1,0,0,0,1537,1538,3,433,216,0,1538,1539, - 3,405,202,0,1539,1540,3,435,217,0,1540,1541,3,435,217,0,1541,1542, - 3,413,206,0,1542,1543,3,423,211,0,1543,1544,3,409,204,0,1544,1545, - 3,433,216,0,1545,298,1,0,0,0,1546,1547,3,433,216,0,1547,1548,3,411, - 205,0,1548,1549,3,425,212,0,1549,1550,3,441,220,0,1550,300,1,0,0, - 0,1551,1552,3,433,216,0,1552,1553,3,425,212,0,1553,1554,3,437,218, - 0,1554,1555,3,431,215,0,1555,1556,3,401,200,0,1556,1557,3,405,202, - 0,1557,302,1,0,0,0,1558,1559,3,433,216,0,1559,1560,3,435,217,0,1560, - 1561,3,397,198,0,1561,1562,3,431,215,0,1562,1563,3,435,217,0,1563, - 304,1,0,0,0,1564,1565,3,433,216,0,1565,1566,3,435,217,0,1566,1567, - 3,425,212,0,1567,1568,3,427,213,0,1568,306,1,0,0,0,1569,1570,3,433, - 216,0,1570,1571,3,437,218,0,1571,1572,3,399,199,0,1572,1573,3,433, - 216,0,1573,1574,3,435,217,0,1574,1575,3,431,215,0,1575,1576,3,413, - 206,0,1576,1577,3,423,211,0,1577,1578,3,409,204,0,1578,308,1,0,0, - 0,1579,1580,3,433,216,0,1580,1581,3,445,222,0,1581,1582,3,423,211, - 0,1582,1583,3,401,200,0,1583,310,1,0,0,0,1584,1585,3,433,216,0,1585, - 1586,3,445,222,0,1586,1587,3,423,211,0,1587,1588,3,435,217,0,1588, - 1589,3,397,198,0,1589,1590,3,443,221,0,1590,312,1,0,0,0,1591,1592, - 3,433,216,0,1592,1593,3,445,222,0,1593,1594,3,433,216,0,1594,1595, - 3,435,217,0,1595,1596,3,405,202,0,1596,1597,3,421,210,0,1597,314, - 1,0,0,0,1598,1599,3,435,217,0,1599,1600,3,397,198,0,1600,1601,3, - 399,199,0,1601,1602,3,419,209,0,1602,1603,3,405,202,0,1603,316,1, - 0,0,0,1604,1605,3,435,217,0,1605,1606,3,397,198,0,1606,1607,3,399, - 199,0,1607,1608,3,419,209,0,1608,1609,3,405,202,0,1609,1610,3,433, - 216,0,1610,318,1,0,0,0,1611,1612,3,435,217,0,1612,1613,3,405,202, - 0,1613,1614,3,421,210,0,1614,1615,3,427,213,0,1615,1616,3,425,212, - 0,1616,1617,3,431,215,0,1617,1618,3,397,198,0,1618,1619,3,431,215, - 0,1619,1620,3,445,222,0,1620,320,1,0,0,0,1621,1622,3,435,217,0,1622, - 1623,3,405,202,0,1623,1624,3,433,216,0,1624,1625,3,435,217,0,1625, - 322,1,0,0,0,1626,1627,3,435,217,0,1627,1628,3,411,205,0,1628,1629, - 3,405,202,0,1629,1630,3,423,211,0,1630,324,1,0,0,0,1631,1632,3,435, - 217,0,1632,1633,3,413,206,0,1633,1634,3,405,202,0,1634,1635,3,433, - 216,0,1635,326,1,0,0,0,1636,1637,3,435,217,0,1637,1638,3,413,206, - 0,1638,1639,3,421,210,0,1639,1640,3,405,202,0,1640,1641,3,425,212, - 0,1641,1642,3,437,218,0,1642,1643,3,435,217,0,1643,328,1,0,0,0,1644, - 1645,3,435,217,0,1645,1646,3,413,206,0,1646,1647,3,421,210,0,1647, - 1648,3,405,202,0,1648,1649,3,433,216,0,1649,1650,3,435,217,0,1650, - 1651,3,397,198,0,1651,1652,3,421,210,0,1652,1653,3,427,213,0,1653, - 330,1,0,0,0,1654,1655,3,435,217,0,1655,1656,3,425,212,0,1656,332, - 1,0,0,0,1657,1658,3,435,217,0,1658,1659,3,425,212,0,1659,1660,3, - 427,213,0,1660,334,1,0,0,0,1661,1662,3,435,217,0,1662,1663,3,425, - 212,0,1663,1664,3,435,217,0,1664,1665,3,397,198,0,1665,1666,3,419, - 209,0,1666,1667,3,433,216,0,1667,336,1,0,0,0,1668,1669,3,435,217, - 0,1669,1670,3,431,215,0,1670,1671,3,397,198,0,1671,1672,3,413,206, - 0,1672,1673,3,419,209,0,1673,1674,3,413,206,0,1674,1675,3,423,211, - 0,1675,1676,3,409,204,0,1676,338,1,0,0,0,1677,1678,3,435,217,0,1678, - 1679,3,431,215,0,1679,1680,3,413,206,0,1680,1681,3,421,210,0,1681, - 340,1,0,0,0,1682,1683,3,435,217,0,1683,1684,3,431,215,0,1684,1685, - 3,437,218,0,1685,1686,3,423,211,0,1686,1687,3,401,200,0,1687,1688, - 3,397,198,0,1688,1689,3,435,217,0,1689,1690,3,405,202,0,1690,342, - 1,0,0,0,1691,1692,3,435,217,0,1692,1693,3,435,217,0,1693,1694,3, - 419,209,0,1694,344,1,0,0,0,1695,1696,3,435,217,0,1696,1697,3,445, - 222,0,1697,1698,3,427,213,0,1698,1699,3,405,202,0,1699,346,1,0,0, - 0,1700,1701,3,437,218,0,1701,1702,3,423,211,0,1702,1703,3,399,199, - 0,1703,1704,3,425,212,0,1704,1705,3,437,218,0,1705,1706,3,423,211, - 0,1706,1707,3,403,201,0,1707,1708,3,405,202,0,1708,1709,3,403,201, - 0,1709,348,1,0,0,0,1710,1711,3,437,218,0,1711,1712,3,423,211,0,1712, - 1713,3,413,206,0,1713,1714,3,425,212,0,1714,1715,3,423,211,0,1715, - 350,1,0,0,0,1716,1717,3,437,218,0,1717,1718,3,427,213,0,1718,1719, - 3,403,201,0,1719,1720,3,397,198,0,1720,1721,3,435,217,0,1721,1722, - 3,405,202,0,1722,352,1,0,0,0,1723,1724,3,437,218,0,1724,1725,3,433, - 216,0,1725,1726,3,405,202,0,1726,354,1,0,0,0,1727,1728,3,437,218, - 0,1728,1729,3,433,216,0,1729,1730,3,413,206,0,1730,1731,3,423,211, - 0,1731,1732,3,409,204,0,1732,356,1,0,0,0,1733,1734,3,437,218,0,1734, - 1735,3,437,218,0,1735,1736,3,413,206,0,1736,1737,3,403,201,0,1737, - 358,1,0,0,0,1738,1739,3,439,219,0,1739,1740,3,397,198,0,1740,1741, - 3,419,209,0,1741,1742,3,437,218,0,1742,1743,3,405,202,0,1743,1744, - 3,433,216,0,1744,360,1,0,0,0,1745,1746,3,439,219,0,1746,1747,3,413, - 206,0,1747,1748,3,405,202,0,1748,1749,3,441,220,0,1749,362,1,0,0, - 0,1750,1751,3,439,219,0,1751,1752,3,425,212,0,1752,1753,3,419,209, - 0,1753,1754,3,437,218,0,1754,1755,3,421,210,0,1755,1756,3,405,202, - 0,1756,364,1,0,0,0,1757,1758,3,441,220,0,1758,1759,3,397,198,0,1759, - 1760,3,435,217,0,1760,1761,3,401,200,0,1761,1762,3,411,205,0,1762, - 366,1,0,0,0,1763,1764,3,441,220,0,1764,1765,3,405,202,0,1765,1766, - 3,405,202,0,1766,1767,3,417,208,0,1767,368,1,0,0,0,1768,1769,3,441, - 220,0,1769,1770,3,411,205,0,1770,1771,3,405,202,0,1771,1772,3,423, - 211,0,1772,370,1,0,0,0,1773,1774,3,441,220,0,1774,1775,3,411,205, - 0,1775,1776,3,405,202,0,1776,1777,3,431,215,0,1777,1778,3,405,202, - 0,1778,372,1,0,0,0,1779,1780,3,441,220,0,1780,1781,3,413,206,0,1781, - 1782,3,423,211,0,1782,1783,3,403,201,0,1783,1784,3,425,212,0,1784, - 1785,3,441,220,0,1785,374,1,0,0,0,1786,1787,3,441,220,0,1787,1788, - 3,413,206,0,1788,1789,3,435,217,0,1789,1790,3,411,205,0,1790,376, - 1,0,0,0,1791,1792,3,445,222,0,1792,1793,3,405,202,0,1793,1794,3, - 397,198,0,1794,1795,3,431,215,0,1795,1802,1,0,0,0,1796,1797,3,445, - 222,0,1797,1798,3,445,222,0,1798,1799,3,445,222,0,1799,1800,3,445, - 222,0,1800,1802,1,0,0,0,1801,1791,1,0,0,0,1801,1796,1,0,0,0,1802, - 378,1,0,0,0,1803,1804,5,102,0,0,1804,1805,5,97,0,0,1805,1806,5,108, - 0,0,1806,1807,5,115,0,0,1807,1808,5,101,0,0,1808,380,1,0,0,0,1809, - 1810,5,116,0,0,1810,1811,5,114,0,0,1811,1812,5,117,0,0,1812,1813, - 5,101,0,0,1813,382,1,0,0,0,1814,1815,3,463,231,0,1815,1816,3,399, - 199,0,1816,1845,1,0,0,0,1817,1818,3,463,231,0,1818,1819,3,407,203, - 0,1819,1845,1,0,0,0,1820,1821,3,463,231,0,1821,1822,3,431,215,0, - 1822,1845,1,0,0,0,1823,1824,3,463,231,0,1824,1825,3,423,211,0,1825, - 1845,1,0,0,0,1826,1827,3,463,231,0,1827,1828,3,435,217,0,1828,1845, - 1,0,0,0,1829,1830,3,463,231,0,1830,1831,5,48,0,0,1831,1845,1,0,0, - 0,1832,1833,3,463,231,0,1833,1834,3,397,198,0,1834,1845,1,0,0,0, - 1835,1836,3,463,231,0,1836,1837,3,439,219,0,1837,1845,1,0,0,0,1838, - 1839,3,463,231,0,1839,1840,3,463,231,0,1840,1845,1,0,0,0,1841,1842, - 3,463,231,0,1842,1843,3,507,253,0,1843,1845,1,0,0,0,1844,1814,1, - 0,0,0,1844,1817,1,0,0,0,1844,1820,1,0,0,0,1844,1823,1,0,0,0,1844, - 1826,1,0,0,0,1844,1829,1,0,0,0,1844,1832,1,0,0,0,1844,1835,1,0,0, - 0,1844,1838,1,0,0,0,1844,1841,1,0,0,0,1845,384,1,0,0,0,1846,1850, - 3,449,224,0,1847,1850,3,519,259,0,1848,1850,3,473,236,0,1849,1846, - 1,0,0,0,1849,1847,1,0,0,0,1849,1848,1,0,0,0,1850,1857,1,0,0,0,1851, - 1856,3,449,224,0,1852,1856,3,519,259,0,1853,1856,3,453,226,0,1854, - 1856,3,473,236,0,1855,1851,1,0,0,0,1855,1852,1,0,0,0,1855,1853,1, - 0,0,0,1855,1854,1,0,0,0,1856,1859,1,0,0,0,1857,1855,1,0,0,0,1857, - 1858,1,0,0,0,1858,1887,1,0,0,0,1859,1857,1,0,0,0,1860,1868,3,461, - 230,0,1861,1867,8,0,0,0,1862,1867,3,383,191,0,1863,1864,3,461,230, - 0,1864,1865,3,461,230,0,1865,1867,1,0,0,0,1866,1861,1,0,0,0,1866, - 1862,1,0,0,0,1866,1863,1,0,0,0,1867,1870,1,0,0,0,1868,1866,1,0,0, - 0,1868,1869,1,0,0,0,1869,1871,1,0,0,0,1870,1868,1,0,0,0,1871,1872, - 3,461,230,0,1872,1887,1,0,0,0,1873,1881,3,505,252,0,1874,1880,8, - 1,0,0,1875,1880,3,383,191,0,1876,1877,3,505,252,0,1877,1878,3,505, - 252,0,1878,1880,1,0,0,0,1879,1874,1,0,0,0,1879,1875,1,0,0,0,1879, - 1876,1,0,0,0,1880,1883,1,0,0,0,1881,1879,1,0,0,0,1881,1882,1,0,0, - 0,1882,1884,1,0,0,0,1883,1881,1,0,0,0,1884,1885,3,505,252,0,1885, - 1887,1,0,0,0,1886,1849,1,0,0,0,1886,1860,1,0,0,0,1886,1873,1,0,0, - 0,1887,386,1,0,0,0,1888,1889,3,393,196,0,1889,1893,3,475,237,0,1890, - 1892,3,455,227,0,1891,1890,1,0,0,0,1892,1895,1,0,0,0,1893,1891,1, - 0,0,0,1893,1894,1,0,0,0,1894,1898,1,0,0,0,1895,1893,1,0,0,0,1896, - 1899,3,427,213,0,1897,1899,3,405,202,0,1898,1896,1,0,0,0,1898,1897, - 1,0,0,0,1899,1902,1,0,0,0,1900,1903,3,501,250,0,1901,1903,3,471, - 235,0,1902,1900,1,0,0,0,1902,1901,1,0,0,0,1902,1903,1,0,0,0,1903, - 1905,1,0,0,0,1904,1906,3,453,226,0,1905,1904,1,0,0,0,1906,1907,1, - 0,0,0,1907,1905,1,0,0,0,1907,1908,1,0,0,0,1908,1965,1,0,0,0,1909, - 1912,3,393,196,0,1910,1913,3,427,213,0,1911,1913,3,405,202,0,1912, - 1910,1,0,0,0,1912,1911,1,0,0,0,1913,1916,1,0,0,0,1914,1917,3,501, - 250,0,1915,1917,3,471,235,0,1916,1914,1,0,0,0,1916,1915,1,0,0,0, - 1916,1917,1,0,0,0,1917,1919,1,0,0,0,1918,1920,3,453,226,0,1919,1918, - 1,0,0,0,1920,1921,1,0,0,0,1921,1919,1,0,0,0,1921,1922,1,0,0,0,1922, - 1965,1,0,0,0,1923,1924,3,391,195,0,1924,1928,3,475,237,0,1925,1927, - 3,453,226,0,1926,1925,1,0,0,0,1927,1930,1,0,0,0,1928,1926,1,0,0, - 0,1928,1929,1,0,0,0,1929,1931,1,0,0,0,1930,1928,1,0,0,0,1931,1934, - 3,405,202,0,1932,1935,3,501,250,0,1933,1935,3,471,235,0,1934,1932, - 1,0,0,0,1934,1933,1,0,0,0,1934,1935,1,0,0,0,1935,1937,1,0,0,0,1936, - 1938,3,453,226,0,1937,1936,1,0,0,0,1938,1939,1,0,0,0,1939,1937,1, - 0,0,0,1939,1940,1,0,0,0,1940,1965,1,0,0,0,1941,1942,3,475,237,0, - 1942,1943,3,391,195,0,1943,1946,3,405,202,0,1944,1947,3,501,250, - 0,1945,1947,3,471,235,0,1946,1944,1,0,0,0,1946,1945,1,0,0,0,1946, - 1947,1,0,0,0,1947,1949,1,0,0,0,1948,1950,3,453,226,0,1949,1948,1, - 0,0,0,1950,1951,1,0,0,0,1951,1949,1,0,0,0,1951,1952,1,0,0,0,1952, - 1965,1,0,0,0,1953,1954,3,391,195,0,1954,1957,3,405,202,0,1955,1958, - 3,501,250,0,1956,1958,3,471,235,0,1957,1955,1,0,0,0,1957,1956,1, - 0,0,0,1957,1958,1,0,0,0,1958,1960,1,0,0,0,1959,1961,3,453,226,0, - 1960,1959,1,0,0,0,1961,1962,1,0,0,0,1962,1960,1,0,0,0,1962,1963, - 1,0,0,0,1963,1965,1,0,0,0,1964,1888,1,0,0,0,1964,1909,1,0,0,0,1964, - 1923,1,0,0,0,1964,1941,1,0,0,0,1964,1953,1,0,0,0,1965,388,1,0,0, - 0,1966,1968,5,48,0,0,1967,1969,3,451,225,0,1968,1967,1,0,0,0,1969, - 1970,1,0,0,0,1970,1968,1,0,0,0,1970,1971,1,0,0,0,1971,390,1,0,0, - 0,1972,1974,3,453,226,0,1973,1972,1,0,0,0,1974,1975,1,0,0,0,1975, - 1973,1,0,0,0,1975,1976,1,0,0,0,1976,392,1,0,0,0,1977,1978,5,48,0, - 0,1978,1980,3,443,221,0,1979,1981,3,455,227,0,1980,1979,1,0,0,0, - 1981,1982,1,0,0,0,1982,1980,1,0,0,0,1982,1983,1,0,0,0,1983,394,1, - 0,0,0,1984,1992,3,507,253,0,1985,1991,8,2,0,0,1986,1991,3,383,191, - 0,1987,1988,3,507,253,0,1988,1989,3,507,253,0,1989,1991,1,0,0,0, - 1990,1985,1,0,0,0,1990,1986,1,0,0,0,1990,1987,1,0,0,0,1991,1994, - 1,0,0,0,1992,1990,1,0,0,0,1992,1993,1,0,0,0,1993,1995,1,0,0,0,1994, - 1992,1,0,0,0,1995,1996,3,507,253,0,1996,396,1,0,0,0,1997,1998,7, - 3,0,0,1998,398,1,0,0,0,1999,2000,7,4,0,0,2000,400,1,0,0,0,2001,2002, - 7,5,0,0,2002,402,1,0,0,0,2003,2004,7,6,0,0,2004,404,1,0,0,0,2005, - 2006,7,7,0,0,2006,406,1,0,0,0,2007,2008,7,8,0,0,2008,408,1,0,0,0, - 2009,2010,7,9,0,0,2010,410,1,0,0,0,2011,2012,7,10,0,0,2012,412,1, - 0,0,0,2013,2014,7,11,0,0,2014,414,1,0,0,0,2015,2016,7,12,0,0,2016, - 416,1,0,0,0,2017,2018,7,13,0,0,2018,418,1,0,0,0,2019,2020,7,14,0, - 0,2020,420,1,0,0,0,2021,2022,7,15,0,0,2022,422,1,0,0,0,2023,2024, - 7,16,0,0,2024,424,1,0,0,0,2025,2026,7,17,0,0,2026,426,1,0,0,0,2027, - 2028,7,18,0,0,2028,428,1,0,0,0,2029,2030,7,19,0,0,2030,430,1,0,0, - 0,2031,2032,7,20,0,0,2032,432,1,0,0,0,2033,2034,7,21,0,0,2034,434, - 1,0,0,0,2035,2036,7,22,0,0,2036,436,1,0,0,0,2037,2038,7,23,0,0,2038, - 438,1,0,0,0,2039,2040,7,24,0,0,2040,440,1,0,0,0,2041,2042,7,25,0, - 0,2042,442,1,0,0,0,2043,2044,7,26,0,0,2044,444,1,0,0,0,2045,2046, - 7,27,0,0,2046,446,1,0,0,0,2047,2048,7,28,0,0,2048,448,1,0,0,0,2049, - 2050,7,29,0,0,2050,450,1,0,0,0,2051,2052,7,30,0,0,2052,452,1,0,0, - 0,2053,2054,7,31,0,0,2054,454,1,0,0,0,2055,2056,7,32,0,0,2056,456, - 1,0,0,0,2057,2058,5,45,0,0,2058,2059,5,62,0,0,2059,458,1,0,0,0,2060, - 2061,5,42,0,0,2061,460,1,0,0,0,2062,2063,5,96,0,0,2063,462,1,0,0, - 0,2064,2065,5,92,0,0,2065,464,1,0,0,0,2066,2067,5,58,0,0,2067,466, - 1,0,0,0,2068,2069,5,44,0,0,2069,468,1,0,0,0,2070,2071,5,124,0,0, - 2071,2072,5,124,0,0,2072,470,1,0,0,0,2073,2074,5,45,0,0,2074,472, - 1,0,0,0,2075,2076,5,36,0,0,2076,474,1,0,0,0,2077,2078,5,46,0,0,2078, - 476,1,0,0,0,2079,2080,5,61,0,0,2080,2081,5,61,0,0,2081,478,1,0,0, - 0,2082,2083,5,61,0,0,2083,480,1,0,0,0,2084,2085,5,62,0,0,2085,2086, - 5,61,0,0,2086,482,1,0,0,0,2087,2088,5,62,0,0,2088,484,1,0,0,0,2089, - 2090,5,35,0,0,2090,486,1,0,0,0,2091,2092,5,123,0,0,2092,488,1,0, - 0,0,2093,2094,5,91,0,0,2094,490,1,0,0,0,2095,2096,5,60,0,0,2096, - 2097,5,61,0,0,2097,492,1,0,0,0,2098,2099,5,40,0,0,2099,494,1,0,0, - 0,2100,2101,5,60,0,0,2101,496,1,0,0,0,2102,2103,5,33,0,0,2103,2107, - 5,61,0,0,2104,2105,5,60,0,0,2105,2107,5,62,0,0,2106,2102,1,0,0,0, - 2106,2104,1,0,0,0,2107,498,1,0,0,0,2108,2109,5,37,0,0,2109,500,1, - 0,0,0,2110,2111,5,43,0,0,2111,502,1,0,0,0,2112,2113,5,63,0,0,2113, - 504,1,0,0,0,2114,2115,5,34,0,0,2115,506,1,0,0,0,2116,2117,5,39,0, - 0,2117,508,1,0,0,0,2118,2119,5,125,0,0,2119,510,1,0,0,0,2120,2121, - 5,93,0,0,2121,512,1,0,0,0,2122,2123,5,41,0,0,2123,514,1,0,0,0,2124, - 2125,5,59,0,0,2125,516,1,0,0,0,2126,2127,5,47,0,0,2127,518,1,0,0, - 0,2128,2129,5,95,0,0,2129,520,1,0,0,0,2130,2131,5,47,0,0,2131,2132, - 5,42,0,0,2132,2136,1,0,0,0,2133,2135,9,0,0,0,2134,2133,1,0,0,0,2135, - 2138,1,0,0,0,2136,2137,1,0,0,0,2136,2134,1,0,0,0,2137,2139,1,0,0, - 0,2138,2136,1,0,0,0,2139,2140,5,42,0,0,2140,2141,5,47,0,0,2141,2142, - 1,0,0,0,2142,2143,6,260,0,0,2143,522,1,0,0,0,2144,2145,5,45,0,0, - 2145,2146,5,45,0,0,2146,2150,1,0,0,0,2147,2149,8,33,0,0,2148,2147, - 1,0,0,0,2149,2152,1,0,0,0,2150,2148,1,0,0,0,2150,2151,1,0,0,0,2151, - 2154,1,0,0,0,2152,2150,1,0,0,0,2153,2155,7,34,0,0,2154,2153,1,0, - 0,0,2155,2156,1,0,0,0,2156,2157,6,261,0,0,2157,524,1,0,0,0,2158, - 2159,7,35,0,0,2159,2160,1,0,0,0,2160,2161,6,262,0,0,2161,526,1,0, - 0,0,37,0,589,1087,1801,1844,1849,1855,1857,1866,1868,1879,1881,1886, - 1893,1898,1902,1907,1912,1916,1921,1928,1934,1939,1946,1951,1957, - 1962,1964,1970,1975,1982,1990,1992,2106,2136,2150,2154,1,6,0,0 + 1,191,1,191,1,191,1,191,1,191,1,191,1,191,1,191,1,191,1,191,3,191, + 1847,8,191,1,192,1,192,1,192,3,192,1852,8,192,1,192,1,192,1,192, + 1,192,5,192,1858,8,192,10,192,12,192,1861,9,192,1,192,1,192,1,192, + 1,192,1,192,1,192,5,192,1869,8,192,10,192,12,192,1872,9,192,1,192, + 1,192,1,192,1,192,1,192,1,192,1,192,1,192,5,192,1882,8,192,10,192, + 12,192,1885,9,192,1,192,1,192,3,192,1889,8,192,1,193,1,193,1,193, + 5,193,1894,8,193,10,193,12,193,1897,9,193,1,193,1,193,3,193,1901, + 8,193,1,193,1,193,3,193,1905,8,193,1,193,4,193,1908,8,193,11,193, + 12,193,1909,1,193,1,193,1,193,3,193,1915,8,193,1,193,1,193,3,193, + 1919,8,193,1,193,4,193,1922,8,193,11,193,12,193,1923,1,193,1,193, + 1,193,5,193,1929,8,193,10,193,12,193,1932,9,193,1,193,1,193,1,193, + 3,193,1937,8,193,1,193,4,193,1940,8,193,11,193,12,193,1941,1,193, + 1,193,1,193,1,193,1,193,3,193,1949,8,193,1,193,4,193,1952,8,193, + 11,193,12,193,1953,1,193,1,193,1,193,1,193,3,193,1960,8,193,1,193, + 4,193,1963,8,193,11,193,12,193,1964,3,193,1967,8,193,1,194,1,194, + 4,194,1971,8,194,11,194,12,194,1972,1,195,4,195,1976,8,195,11,195, + 12,195,1977,1,196,1,196,1,196,4,196,1983,8,196,11,196,12,196,1984, + 1,197,1,197,1,197,1,197,1,197,1,197,5,197,1993,8,197,10,197,12,197, + 1996,9,197,1,197,1,197,1,198,1,198,1,198,1,198,1,198,1,198,5,198, + 2006,8,198,10,198,12,198,2009,9,198,1,198,1,198,1,199,1,199,1,200, + 1,200,1,201,1,201,1,202,1,202,1,203,1,203,1,204,1,204,1,205,1,205, + 1,206,1,206,1,207,1,207,1,208,1,208,1,209,1,209,1,210,1,210,1,211, + 1,211,1,212,1,212,1,213,1,213,1,214,1,214,1,215,1,215,1,216,1,216, + 1,217,1,217,1,218,1,218,1,219,1,219,1,220,1,220,1,221,1,221,1,222, + 1,222,1,223,1,223,1,224,1,224,1,225,1,225,1,226,1,226,1,227,1,227, + 1,228,1,228,1,229,1,229,1,229,1,230,1,230,1,231,1,231,1,232,1,232, + 1,233,1,233,1,234,1,234,1,235,1,235,1,235,1,236,1,236,1,237,1,237, + 1,238,1,238,1,239,1,239,1,239,1,240,1,240,1,241,1,241,1,241,1,242, + 1,242,1,243,1,243,1,244,1,244,1,245,1,245,1,246,1,246,1,246,1,247, + 1,247,1,248,1,248,1,249,1,249,1,249,1,249,3,249,2122,8,249,1,250, + 1,250,1,251,1,251,1,252,1,252,1,253,1,253,1,254,1,254,1,255,1,255, + 1,256,1,256,1,257,1,257,1,258,1,258,1,259,1,259,1,260,1,260,1,261, + 1,261,1,261,1,261,5,261,2150,8,261,10,261,12,261,2153,9,261,1,261, + 1,261,1,261,1,261,1,261,1,262,1,262,1,262,1,262,5,262,2164,8,262, + 10,262,12,262,2167,9,262,1,262,3,262,2170,8,262,1,262,1,262,1,263, + 1,263,1,263,1,263,1,2151,0,264,1,1,3,2,5,3,7,4,9,5,11,6,13,7,15, + 8,17,9,19,10,21,11,23,12,25,13,27,14,29,15,31,16,33,17,35,18,37, + 19,39,20,41,21,43,22,45,23,47,24,49,25,51,26,53,27,55,28,57,29,59, + 30,61,31,63,32,65,33,67,34,69,35,71,36,73,37,75,38,77,39,79,40,81, + 41,83,42,85,43,87,44,89,45,91,46,93,47,95,48,97,49,99,50,101,51, + 103,52,105,53,107,54,109,55,111,56,113,57,115,58,117,59,119,60,121, + 61,123,62,125,63,127,64,129,65,131,66,133,67,135,68,137,69,139,70, + 141,71,143,72,145,73,147,74,149,75,151,76,153,77,155,78,157,79,159, + 80,161,81,163,82,165,83,167,84,169,85,171,86,173,87,175,88,177,89, + 179,90,181,91,183,92,185,93,187,94,189,95,191,96,193,97,195,98,197, + 99,199,100,201,101,203,102,205,103,207,104,209,105,211,106,213,107, + 215,108,217,109,219,110,221,111,223,112,225,113,227,114,229,115, + 231,116,233,117,235,118,237,119,239,120,241,121,243,122,245,123, + 247,124,249,125,251,126,253,127,255,128,257,129,259,130,261,131, + 263,132,265,133,267,134,269,135,271,136,273,137,275,138,277,139, + 279,140,281,141,283,142,285,143,287,144,289,145,291,146,293,147, + 295,148,297,149,299,150,301,151,303,152,305,153,307,154,309,155, + 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1,0,0,0,2018,2019,7,7,0,0,2019,406,1,0,0,0,2020,2021,7,8,0,0,2021, + 408,1,0,0,0,2022,2023,7,9,0,0,2023,410,1,0,0,0,2024,2025,7,10,0, + 0,2025,412,1,0,0,0,2026,2027,7,11,0,0,2027,414,1,0,0,0,2028,2029, + 7,12,0,0,2029,416,1,0,0,0,2030,2031,7,13,0,0,2031,418,1,0,0,0,2032, + 2033,7,14,0,0,2033,420,1,0,0,0,2034,2035,7,15,0,0,2035,422,1,0,0, + 0,2036,2037,7,16,0,0,2037,424,1,0,0,0,2038,2039,7,17,0,0,2039,426, + 1,0,0,0,2040,2041,7,18,0,0,2041,428,1,0,0,0,2042,2043,7,19,0,0,2043, + 430,1,0,0,0,2044,2045,7,20,0,0,2045,432,1,0,0,0,2046,2047,7,21,0, + 0,2047,434,1,0,0,0,2048,2049,7,22,0,0,2049,436,1,0,0,0,2050,2051, + 7,23,0,0,2051,438,1,0,0,0,2052,2053,7,24,0,0,2053,440,1,0,0,0,2054, + 2055,7,25,0,0,2055,442,1,0,0,0,2056,2057,7,26,0,0,2057,444,1,0,0, + 0,2058,2059,7,27,0,0,2059,446,1,0,0,0,2060,2061,7,28,0,0,2061,448, + 1,0,0,0,2062,2063,7,29,0,0,2063,450,1,0,0,0,2064,2065,7,30,0,0,2065, + 452,1,0,0,0,2066,2067,7,31,0,0,2067,454,1,0,0,0,2068,2069,7,32,0, + 0,2069,456,1,0,0,0,2070,2071,7,33,0,0,2071,458,1,0,0,0,2072,2073, + 5,45,0,0,2073,2074,5,62,0,0,2074,460,1,0,0,0,2075,2076,5,42,0,0, + 2076,462,1,0,0,0,2077,2078,5,96,0,0,2078,464,1,0,0,0,2079,2080,5, + 92,0,0,2080,466,1,0,0,0,2081,2082,5,58,0,0,2082,468,1,0,0,0,2083, + 2084,5,44,0,0,2084,470,1,0,0,0,2085,2086,5,124,0,0,2086,2087,5,124, + 0,0,2087,472,1,0,0,0,2088,2089,5,45,0,0,2089,474,1,0,0,0,2090,2091, + 5,36,0,0,2091,476,1,0,0,0,2092,2093,5,46,0,0,2093,478,1,0,0,0,2094, + 2095,5,61,0,0,2095,2096,5,61,0,0,2096,480,1,0,0,0,2097,2098,5,61, + 0,0,2098,482,1,0,0,0,2099,2100,5,62,0,0,2100,2101,5,61,0,0,2101, + 484,1,0,0,0,2102,2103,5,62,0,0,2103,486,1,0,0,0,2104,2105,5,35,0, + 0,2105,488,1,0,0,0,2106,2107,5,123,0,0,2107,490,1,0,0,0,2108,2109, + 5,91,0,0,2109,492,1,0,0,0,2110,2111,5,60,0,0,2111,2112,5,61,0,0, + 2112,494,1,0,0,0,2113,2114,5,40,0,0,2114,496,1,0,0,0,2115,2116,5, + 60,0,0,2116,498,1,0,0,0,2117,2118,5,33,0,0,2118,2122,5,61,0,0,2119, + 2120,5,60,0,0,2120,2122,5,62,0,0,2121,2117,1,0,0,0,2121,2119,1,0, + 0,0,2122,500,1,0,0,0,2123,2124,5,37,0,0,2124,502,1,0,0,0,2125,2126, + 5,43,0,0,2126,504,1,0,0,0,2127,2128,5,63,0,0,2128,506,1,0,0,0,2129, + 2130,5,34,0,0,2130,508,1,0,0,0,2131,2132,5,39,0,0,2132,510,1,0,0, + 0,2133,2134,5,125,0,0,2134,512,1,0,0,0,2135,2136,5,93,0,0,2136,514, + 1,0,0,0,2137,2138,5,41,0,0,2138,516,1,0,0,0,2139,2140,5,59,0,0,2140, + 518,1,0,0,0,2141,2142,5,47,0,0,2142,520,1,0,0,0,2143,2144,5,95,0, + 0,2144,522,1,0,0,0,2145,2146,5,47,0,0,2146,2147,5,42,0,0,2147,2151, + 1,0,0,0,2148,2150,9,0,0,0,2149,2148,1,0,0,0,2150,2153,1,0,0,0,2151, + 2152,1,0,0,0,2151,2149,1,0,0,0,2152,2154,1,0,0,0,2153,2151,1,0,0, + 0,2154,2155,5,42,0,0,2155,2156,5,47,0,0,2156,2157,1,0,0,0,2157,2158, + 6,261,0,0,2158,524,1,0,0,0,2159,2160,5,45,0,0,2160,2161,5,45,0,0, + 2161,2165,1,0,0,0,2162,2164,8,34,0,0,2163,2162,1,0,0,0,2164,2167, + 1,0,0,0,2165,2163,1,0,0,0,2165,2166,1,0,0,0,2166,2169,1,0,0,0,2167, + 2165,1,0,0,0,2168,2170,7,35,0,0,2169,2168,1,0,0,0,2170,2171,1,0, + 0,0,2171,2172,6,262,0,0,2172,526,1,0,0,0,2173,2174,7,36,0,0,2174, + 2175,1,0,0,0,2175,2176,6,263,0,0,2176,528,1,0,0,0,39,0,591,1089, + 1803,1846,1851,1857,1859,1868,1870,1881,1883,1888,1895,1900,1904, + 1909,1914,1918,1923,1930,1936,1941,1948,1953,1959,1964,1966,1972, + 1977,1984,1992,1994,2005,2007,2121,2151,2165,2169,1,6,0,0 ] class HogQLLexer(Lexer): @@ -1078,41 +1086,42 @@ class HogQLLexer(Lexer): DECIMAL_LITERAL = 196 HEXADECIMAL_LITERAL = 197 STRING_LITERAL = 198 - ARROW = 199 - ASTERISK = 200 - BACKQUOTE = 201 - BACKSLASH = 202 - COLON = 203 - COMMA = 204 - CONCAT = 205 - DASH = 206 - DOLLAR = 207 - DOT = 208 - EQ_DOUBLE = 209 - EQ_SINGLE = 210 - GE = 211 - GT = 212 - HASH = 213 - LBRACE = 214 - LBRACKET = 215 - LE = 216 - LPAREN = 217 - LT = 218 - NOT_EQ = 219 - PERCENT = 220 - PLUS = 221 - QUERY = 222 - QUOTE_DOUBLE = 223 - QUOTE_SINGLE = 224 - RBRACE = 225 - RBRACKET = 226 - RPAREN = 227 - SEMICOLON = 228 - SLASH = 229 - UNDERSCORE = 230 - MULTI_LINE_COMMENT = 231 - SINGLE_LINE_COMMENT = 232 - WHITESPACE = 233 + PLACEHOLDER = 199 + ARROW = 200 + ASTERISK = 201 + BACKQUOTE = 202 + BACKSLASH = 203 + COLON = 204 + COMMA = 205 + CONCAT = 206 + DASH = 207 + DOLLAR = 208 + DOT = 209 + EQ_DOUBLE = 210 + EQ_SINGLE = 211 + GE = 212 + GT = 213 + HASH = 214 + LBRACE = 215 + LBRACKET = 216 + LE = 217 + LPAREN = 218 + LT = 219 + NOT_EQ = 220 + PERCENT = 221 + PLUS = 222 + QUERY = 223 + QUOTE_DOUBLE = 224 + QUOTE_SINGLE = 225 + RBRACE = 226 + RBRACKET = 227 + RPAREN = 228 + SEMICOLON = 229 + SLASH = 230 + UNDERSCORE = 231 + MULTI_LINE_COMMENT = 232 + SINGLE_LINE_COMMENT = 233 + WHITESPACE = 234 channelNames = [ u"DEFAULT_TOKEN_CHANNEL", u"HIDDEN" ] @@ -1155,13 +1164,13 @@ class HogQLLexer(Lexer): "VALUES", "VIEW", "VOLUME", "WATCH", "WEEK", "WHEN", "WHERE", "WINDOW", "WITH", "YEAR", "JSON_FALSE", "JSON_TRUE", "ESCAPE_CHAR", "IDENTIFIER", "FLOATING_LITERAL", "OCTAL_LITERAL", "DECIMAL_LITERAL", - "HEXADECIMAL_LITERAL", "STRING_LITERAL", "ARROW", "ASTERISK", - "BACKQUOTE", "BACKSLASH", "COLON", "COMMA", "CONCAT", "DASH", - "DOLLAR", "DOT", "EQ_DOUBLE", "EQ_SINGLE", "GE", "GT", "HASH", - "LBRACE", "LBRACKET", "LE", "LPAREN", "LT", "NOT_EQ", "PERCENT", - "PLUS", "QUERY", "QUOTE_DOUBLE", "QUOTE_SINGLE", "RBRACE", "RBRACKET", - "RPAREN", "SEMICOLON", "SLASH", "UNDERSCORE", "MULTI_LINE_COMMENT", - "SINGLE_LINE_COMMENT", "WHITESPACE" ] + "HEXADECIMAL_LITERAL", "STRING_LITERAL", "PLACEHOLDER", "ARROW", + "ASTERISK", "BACKQUOTE", "BACKSLASH", "COLON", "COMMA", "CONCAT", + "DASH", "DOLLAR", "DOT", "EQ_DOUBLE", "EQ_SINGLE", "GE", "GT", + "HASH", "LBRACE", "LBRACKET", "LE", "LPAREN", "LT", "NOT_EQ", + "PERCENT", "PLUS", "QUERY", "QUOTE_DOUBLE", "QUOTE_SINGLE", + "RBRACE", "RBRACKET", "RPAREN", "SEMICOLON", "SLASH", "UNDERSCORE", + "MULTI_LINE_COMMENT", "SINGLE_LINE_COMMENT", "WHITESPACE" ] ruleNames = [ "ADD", "AFTER", "ALIAS", "ALL", "ALTER", "AND", "ANTI", "ANY", "ARRAY", "AS", "ASCENDING", "ASOF", "AST", "ASYNC", @@ -1196,12 +1205,12 @@ class HogQLLexer(Lexer): "VOLUME", "WATCH", "WEEK", "WHEN", "WHERE", "WINDOW", "WITH", "YEAR", "JSON_FALSE", "JSON_TRUE", "ESCAPE_CHAR", "IDENTIFIER", "FLOATING_LITERAL", "OCTAL_LITERAL", "DECIMAL_LITERAL", - "HEXADECIMAL_LITERAL", "STRING_LITERAL", "A", "B", "C", - "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N", - "O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", - "Z", "LETTER", "OCT_DIGIT", "DEC_DIGIT", "HEX_DIGIT", - "ARROW", "ASTERISK", "BACKQUOTE", "BACKSLASH", "COLON", - "COMMA", "CONCAT", "DASH", "DOLLAR", "DOT", "EQ_DOUBLE", + "HEXADECIMAL_LITERAL", "STRING_LITERAL", "PLACEHOLDER", + "A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", + "L", "M", "N", "O", "P", "Q", "R", "S", "T", "U", "V", + "W", "X", "Y", "Z", "LETTER", "OCT_DIGIT", "DEC_DIGIT", + "HEX_DIGIT", "ARROW", "ASTERISK", "BACKQUOTE", "BACKSLASH", + "COLON", "COMMA", "CONCAT", "DASH", "DOLLAR", "DOT", "EQ_DOUBLE", "EQ_SINGLE", "GE", "GT", "HASH", "LBRACE", "LBRACKET", "LE", "LPAREN", "LT", "NOT_EQ", "PERCENT", "PLUS", "QUERY", "QUOTE_DOUBLE", "QUOTE_SINGLE", "RBRACE", "RBRACKET", diff --git a/posthog/hogql/grammar/HogQLLexer.tokens b/posthog/hogql/grammar/HogQLLexer.tokens index 53154520b5ee0..1f28e288484cd 100644 --- a/posthog/hogql/grammar/HogQLLexer.tokens +++ b/posthog/hogql/grammar/HogQLLexer.tokens @@ -196,71 +196,72 @@ OCTAL_LITERAL=195 DECIMAL_LITERAL=196 HEXADECIMAL_LITERAL=197 STRING_LITERAL=198 -ARROW=199 -ASTERISK=200 -BACKQUOTE=201 -BACKSLASH=202 -COLON=203 -COMMA=204 -CONCAT=205 -DASH=206 -DOLLAR=207 -DOT=208 -EQ_DOUBLE=209 -EQ_SINGLE=210 -GE=211 -GT=212 -HASH=213 -LBRACE=214 -LBRACKET=215 -LE=216 -LPAREN=217 -LT=218 -NOT_EQ=219 -PERCENT=220 -PLUS=221 -QUERY=222 -QUOTE_DOUBLE=223 -QUOTE_SINGLE=224 -RBRACE=225 -RBRACKET=226 -RPAREN=227 -SEMICOLON=228 -SLASH=229 -UNDERSCORE=230 -MULTI_LINE_COMMENT=231 -SINGLE_LINE_COMMENT=232 -WHITESPACE=233 +PLACEHOLDER=199 +ARROW=200 +ASTERISK=201 +BACKQUOTE=202 +BACKSLASH=203 +COLON=204 +COMMA=205 +CONCAT=206 +DASH=207 +DOLLAR=208 +DOT=209 +EQ_DOUBLE=210 +EQ_SINGLE=211 +GE=212 +GT=213 +HASH=214 +LBRACE=215 +LBRACKET=216 +LE=217 +LPAREN=218 +LT=219 +NOT_EQ=220 +PERCENT=221 +PLUS=222 +QUERY=223 +QUOTE_DOUBLE=224 +QUOTE_SINGLE=225 +RBRACE=226 +RBRACKET=227 +RPAREN=228 +SEMICOLON=229 +SLASH=230 +UNDERSCORE=231 +MULTI_LINE_COMMENT=232 +SINGLE_LINE_COMMENT=233 +WHITESPACE=234 'false'=190 'true'=191 -'->'=199 -'*'=200 -'`'=201 -'\\'=202 -':'=203 -','=204 -'||'=205 -'-'=206 -'$'=207 -'.'=208 -'=='=209 -'='=210 -'>='=211 -'>'=212 -'#'=213 -'{'=214 -'['=215 -'<='=216 -'('=217 -'<'=218 -'%'=220 -'+'=221 -'?'=222 -'"'=223 -'\''=224 -'}'=225 -']'=226 -')'=227 -';'=228 -'/'=229 -'_'=230 +'->'=200 +'*'=201 +'`'=202 +'\\'=203 +':'=204 +','=205 +'||'=206 +'-'=207 +'$'=208 +'.'=209 +'=='=210 +'='=211 +'>='=212 +'>'=213 +'#'=214 +'{'=215 +'['=216 +'<='=217 +'('=218 +'<'=219 +'%'=221 +'+'=222 +'?'=223 +'"'=224 +'\''=225 +'}'=226 +']'=227 +')'=228 +';'=229 +'/'=230 +'_'=231 diff --git a/posthog/hogql/grammar/HogQLParser.g4 b/posthog/hogql/grammar/HogQLParser.g4 index b7a6cd9d09a05..a2726834f1bca 100644 --- a/posthog/hogql/grammar/HogQLParser.g4 +++ b/posthog/hogql/grammar/HogQLParser.g4 @@ -5,7 +5,7 @@ options { } // SELECT statement -selectQuery: (selectUnionStmt | selectStmt) EOF; +select: (selectUnionStmt | selectStmt) EOF; selectUnionStmt: selectStmtWithParens (UNION ALL selectStmtWithParens)*; selectStmtWithParens: selectStmt | LPAREN selectUnionStmt RPAREN; @@ -166,8 +166,8 @@ columnLambdaExpr: // This is slightly different in HogQL compared to ClickHouse SQL // HogQL allows unlimited ("*") nestedIdentifier-s "properties.b.a.a.w.a.s". // We parse and convert "databaseIdentifier.tableIdentifier.columnIdentifier.nestedIdentifier.*" -// to just one ast.FieldAccessChain(chain=['a','b','columnIdentifier','on','and','on']). -columnIdentifier: (tableIdentifier DOT)? nestedIdentifier; +// to just one ast.Field(chain=['a','b','columnIdentifier','on','and','on']). +columnIdentifier: PLACEHOLDER | ((tableIdentifier DOT)? nestedIdentifier); nestedIdentifier: identifier (DOT identifier)*; tableExpr : tableIdentifier # TableExprIdentifier diff --git a/posthog/hogql/grammar/HogQLParser.interp b/posthog/hogql/grammar/HogQLParser.interp index 37a374d0b7432..a48298cae9931 100644 --- a/posthog/hogql/grammar/HogQLParser.interp +++ b/posthog/hogql/grammar/HogQLParser.interp @@ -198,6 +198,7 @@ null null null null +null '->' '*' '`' @@ -434,6 +435,7 @@ OCTAL_LITERAL DECIMAL_LITERAL HEXADECIMAL_LITERAL STRING_LITERAL +PLACEHOLDER ARROW ASTERISK BACKQUOTE @@ -471,7 +473,7 @@ SINGLE_LINE_COMMENT WHITESPACE rule names: -selectQuery +select selectUnionStmt selectStmtWithParens selectStmt @@ -535,4 +537,4 @@ enumValue atn: -[4, 1, 233, 889, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, 2, 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, 2, 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 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0, 886, 887, 5, 198, 0, 0, 887, 888, 5, 211, 0, 0, 888, 889, 3, 104, 52, 0, 889, 121, 1, 0, 0, 0, 115, 124, 134, 142, 145, 149, 152, 156, 159, 162, 165, 168, 171, 175, 179, 182, 185, 188, 191, 194, 203, 209, 236, 258, 266, 269, 275, 283, 286, 292, 294, 298, 303, 306, 309, 313, 317, 320, 322, 325, 329, 333, 336, 338, 340, 343, 348, 359, 365, 370, 377, 382, 386, 390, 395, 402, 410, 413, 416, 435, 449, 465, 477, 489, 497, 501, 508, 514, 522, 527, 536, 540, 571, 588, 600, 610, 613, 617, 620, 632, 649, 653, 659, 666, 678, 681, 685, 688, 699, 723, 732, 734, 736, 744, 749, 757, 767, 770, 779, 782, 789, 799, 805, 809, 815, 822, 831, 837, 847, 849, 852, 860, 865, 875, 880, 884] \ No newline at end of file diff --git a/posthog/hogql/grammar/HogQLParser.py b/posthog/hogql/grammar/HogQLParser.py index 66fdb08e9a449..69da91c2a9518 100644 --- a/posthog/hogql/grammar/HogQLParser.py +++ b/posthog/hogql/grammar/HogQLParser.py @@ -10,7 +10,7 @@ def serializedATN(): return [ - 4,1,233,889,2,0,7,0,2,1,7,1,2,2,7,2,2,3,7,3,2,4,7,4,2,5,7,5,2,6, + 4,1,234,891,2,0,7,0,2,1,7,1,2,2,7,2,2,3,7,3,2,4,7,4,2,5,7,5,2,6, 7,6,2,7,7,7,2,8,7,8,2,9,7,9,2,10,7,10,2,11,7,11,2,12,7,12,2,13,7, 13,2,14,7,14,2,15,7,15,2,16,7,16,2,17,7,17,2,18,7,18,2,19,7,19,2, 20,7,20,2,21,7,21,2,22,7,22,2,23,7,23,2,24,7,24,2,25,7,25,2,26,7, @@ -75,290 +75,292 @@ def serializedATN(): 40,1,40,1,40,5,40,743,8,40,10,40,12,40,746,9,40,1,41,1,41,3,41,750, 8,41,1,42,1,42,1,42,1,42,5,42,756,8,42,10,42,12,42,759,9,42,1,42, 1,42,1,42,1,42,1,42,5,42,766,8,42,10,42,12,42,769,9,42,3,42,771, - 8,42,1,42,1,42,1,42,1,43,1,43,1,43,3,43,779,8,43,1,43,1,43,1,44, - 1,44,1,44,5,44,786,8,44,10,44,12,44,789,9,44,1,45,1,45,1,45,1,45, - 1,45,1,45,1,45,3,45,798,8,45,1,45,1,45,1,45,1,45,3,45,804,8,45,5, - 45,806,8,45,10,45,12,45,809,9,45,1,46,1,46,1,46,3,46,814,8,46,1, - 46,1,46,1,47,1,47,1,47,3,47,821,8,47,1,47,1,47,1,48,1,48,1,48,5, - 48,828,8,48,10,48,12,48,831,9,48,1,49,1,49,1,49,3,49,836,8,49,1, - 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873,1,0,0,0,116,878,1,0,0,0,118,882,1,0,0,0,120,884,1,0,0,0,122, - 125,3,2,1,0,123,125,3,6,3,0,124,122,1,0,0,0,124,123,1,0,0,0,125, - 126,1,0,0,0,126,127,5,0,0,1,127,1,1,0,0,0,128,134,3,4,2,0,129,130, - 5,175,0,0,130,131,5,4,0,0,131,133,3,4,2,0,132,129,1,0,0,0,133,136, - 1,0,0,0,134,132,1,0,0,0,134,135,1,0,0,0,135,3,1,0,0,0,136,134,1, - 0,0,0,137,143,3,6,3,0,138,139,5,217,0,0,139,140,3,2,1,0,140,141, - 5,227,0,0,141,143,1,0,0,0,142,137,1,0,0,0,142,138,1,0,0,0,143,5, - 1,0,0,0,144,146,3,8,4,0,145,144,1,0,0,0,145,146,1,0,0,0,146,147, - 1,0,0,0,147,149,5,145,0,0,148,150,5,48,0,0,149,148,1,0,0,0,149,150, - 1,0,0,0,150,152,1,0,0,0,151,153,3,10,5,0,152,151,1,0,0,0,152,153, - 1,0,0,0,153,154,1,0,0,0,154,156,3,74,37,0,155,157,3,12,6,0,156,155, - 1,0,0,0,156,157,1,0,0,0,157,159,1,0,0,0,158,160,3,14,7,0,159,158, - 1,0,0,0,159,160,1,0,0,0,160,162,1,0,0,0,161,163,3,16,8,0,162,161, - 1,0,0,0,162,163,1,0,0,0,163,165,1,0,0,0,164,166,3,18,9,0,165,164, - 1,0,0,0,165,166,1,0,0,0,166,168,1,0,0,0,167,169,3,20,10,0,168,167, - 1,0,0,0,168,169,1,0,0,0,169,171,1,0,0,0,170,172,3,22,11,0,171,170, - 1,0,0,0,171,172,1,0,0,0,172,175,1,0,0,0,173,174,5,188,0,0,174,176, - 7,0,0,0,175,173,1,0,0,0,175,176,1,0,0,0,176,179,1,0,0,0,177,178, - 5,188,0,0,178,180,5,168,0,0,179,177,1,0,0,0,179,180,1,0,0,0,180, - 182,1,0,0,0,181,183,3,24,12,0,182,181,1,0,0,0,182,183,1,0,0,0,183, - 185,1,0,0,0,184,186,3,26,13,0,185,184,1,0,0,0,185,186,1,0,0,0,186, - 188,1,0,0,0,187,189,3,30,15,0,188,187,1,0,0,0,188,189,1,0,0,0,189, - 191,1,0,0,0,190,192,3,32,16,0,191,190,1,0,0,0,191,192,1,0,0,0,192, - 194,1,0,0,0,193,195,3,34,17,0,194,193,1,0,0,0,194,195,1,0,0,0,195, - 7,1,0,0,0,196,197,5,188,0,0,197,198,3,74,37,0,198,9,1,0,0,0,199, - 200,5,167,0,0,200,203,5,196,0,0,201,202,5,188,0,0,202,204,5,163, - 0,0,203,201,1,0,0,0,203,204,1,0,0,0,204,11,1,0,0,0,205,206,5,67, - 0,0,206,207,3,36,18,0,207,13,1,0,0,0,208,210,7,1,0,0,209,208,1,0, - 0,0,209,210,1,0,0,0,210,211,1,0,0,0,211,212,5,9,0,0,212,213,5,89, - 0,0,213,214,3,74,37,0,214,15,1,0,0,0,215,216,5,187,0,0,216,217,3, - 116,58,0,217,218,5,10,0,0,218,219,5,217,0,0,219,220,3,58,29,0,220, - 221,5,227,0,0,221,17,1,0,0,0,222,223,5,128,0,0,223,224,3,78,39,0, - 224,19,1,0,0,0,225,226,5,186,0,0,226,227,3,78,39,0,227,21,1,0,0, - 0,228,229,5,72,0,0,229,236,5,18,0,0,230,231,7,0,0,0,231,232,5,217, - 0,0,232,233,3,74,37,0,233,234,5,227,0,0,234,237,1,0,0,0,235,237, - 3,74,37,0,236,230,1,0,0,0,236,235,1,0,0,0,237,23,1,0,0,0,238,239, - 5,73,0,0,239,240,3,78,39,0,240,25,1,0,0,0,241,242,5,121,0,0,242, - 243,5,18,0,0,243,244,3,48,24,0,244,27,1,0,0,0,245,246,5,121,0,0, - 246,247,5,18,0,0,247,248,3,74,37,0,248,29,1,0,0,0,249,250,5,98,0, - 0,250,251,3,46,23,0,251,252,5,18,0,0,252,253,3,74,37,0,253,31,1, - 0,0,0,254,255,5,98,0,0,255,258,3,46,23,0,256,257,5,188,0,0,257,259, - 5,163,0,0,258,256,1,0,0,0,258,259,1,0,0,0,259,33,1,0,0,0,260,261, - 5,149,0,0,261,262,3,54,27,0,262,35,1,0,0,0,263,264,6,18,-1,0,264, - 266,3,90,45,0,265,267,5,60,0,0,266,265,1,0,0,0,266,267,1,0,0,0,267, - 269,1,0,0,0,268,270,3,44,22,0,269,268,1,0,0,0,269,270,1,0,0,0,270, - 276,1,0,0,0,271,272,5,217,0,0,272,273,3,36,18,0,273,274,5,227,0, - 0,274,276,1,0,0,0,275,263,1,0,0,0,275,271,1,0,0,0,276,294,1,0,0, - 0,277,278,10,3,0,0,278,279,3,40,20,0,279,280,3,36,18,4,280,293,1, - 0,0,0,281,283,10,4,0,0,282,284,7,2,0,0,283,282,1,0,0,0,283,284,1, - 0,0,0,284,286,1,0,0,0,285,287,3,38,19,0,286,285,1,0,0,0,286,287, - 1,0,0,0,287,288,1,0,0,0,288,289,5,89,0,0,289,290,3,36,18,0,290,291, - 3,42,21,0,291,293,1,0,0,0,292,277,1,0,0,0,292,281,1,0,0,0,293,296, - 1,0,0,0,294,292,1,0,0,0,294,295,1,0,0,0,295,37,1,0,0,0,296,294,1, - 0,0,0,297,299,7,3,0,0,298,297,1,0,0,0,298,299,1,0,0,0,299,300,1, - 0,0,0,300,307,5,83,0,0,301,303,5,83,0,0,302,304,7,3,0,0,303,302, - 1,0,0,0,303,304,1,0,0,0,304,307,1,0,0,0,305,307,7,3,0,0,306,298, - 1,0,0,0,306,301,1,0,0,0,306,305,1,0,0,0,307,341,1,0,0,0,308,310, - 7,4,0,0,309,308,1,0,0,0,309,310,1,0,0,0,310,311,1,0,0,0,311,313, - 7,5,0,0,312,314,5,122,0,0,313,312,1,0,0,0,313,314,1,0,0,0,314,323, - 1,0,0,0,315,317,7,5,0,0,316,318,5,122,0,0,317,316,1,0,0,0,317,318, - 1,0,0,0,318,320,1,0,0,0,319,321,7,4,0,0,320,319,1,0,0,0,320,321, - 1,0,0,0,321,323,1,0,0,0,322,309,1,0,0,0,322,315,1,0,0,0,323,341, - 1,0,0,0,324,326,7,6,0,0,325,324,1,0,0,0,325,326,1,0,0,0,326,327, - 1,0,0,0,327,329,5,68,0,0,328,330,5,122,0,0,329,328,1,0,0,0,329,330, - 1,0,0,0,330,339,1,0,0,0,331,333,5,68,0,0,332,334,5,122,0,0,333,332, - 1,0,0,0,333,334,1,0,0,0,334,336,1,0,0,0,335,337,7,6,0,0,336,335, - 1,0,0,0,336,337,1,0,0,0,337,339,1,0,0,0,338,325,1,0,0,0,338,331, - 1,0,0,0,339,341,1,0,0,0,340,306,1,0,0,0,340,322,1,0,0,0,340,338, - 1,0,0,0,341,39,1,0,0,0,342,344,7,2,0,0,343,342,1,0,0,0,343,344,1, - 0,0,0,344,345,1,0,0,0,345,346,5,30,0,0,346,349,5,89,0,0,347,349, - 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653,659,666,678,681,685,688,699,723,732,734,736,744,749,757,767, + 770,779,782,789,799,805,809,815,822,831,837,847,849,852,860,865, + 875,880,884 ] class HogQLParser ( Parser ): @@ -420,11 +422,12 @@ class HogQLParser ( Parser ): "", "", "", "", "", "", "'false'", "'true'", "", "", "", "", "", - "", "", "'->'", "'*'", "'`'", "'\\'", - "':'", "','", "'||'", "'-'", "'$'", "'.'", "'=='", - "'='", "'>='", "'>'", "'#'", "'{'", "'['", "'<='", - "'('", "'<'", "", "'%'", "'+'", "'?'", "'\"'", - "'''", "'}'", "']'", "')'", "';'", "'/'", "'_'" ] + "", "", "", "'->'", "'*'", + "'`'", "'\\'", "':'", "','", "'||'", "'-'", "'$'", + "'.'", "'=='", "'='", "'>='", "'>'", "'#'", "'{'", + "'['", "'<='", "'('", "'<'", "", "'%'", "'+'", + "'?'", "'\"'", "'''", "'}'", "']'", "')'", "';'", "'/'", + "'_'" ] symbolicNames = [ "", "ADD", "AFTER", "ALIAS", "ALL", "ALTER", "AND", "ANTI", "ANY", "ARRAY", "AS", "ASCENDING", @@ -462,15 +465,15 @@ class HogQLParser ( Parser ): "WHERE", "WINDOW", "WITH", "YEAR", "JSON_FALSE", "JSON_TRUE", "ESCAPE_CHAR", "IDENTIFIER", "FLOATING_LITERAL", "OCTAL_LITERAL", "DECIMAL_LITERAL", "HEXADECIMAL_LITERAL", "STRING_LITERAL", - "ARROW", "ASTERISK", "BACKQUOTE", "BACKSLASH", "COLON", - "COMMA", "CONCAT", "DASH", "DOLLAR", "DOT", "EQ_DOUBLE", - "EQ_SINGLE", "GE", "GT", "HASH", "LBRACE", "LBRACKET", - "LE", "LPAREN", "LT", "NOT_EQ", "PERCENT", "PLUS", - "QUERY", "QUOTE_DOUBLE", "QUOTE_SINGLE", "RBRACE", + "PLACEHOLDER", "ARROW", "ASTERISK", "BACKQUOTE", "BACKSLASH", + "COLON", "COMMA", "CONCAT", "DASH", "DOLLAR", "DOT", + "EQ_DOUBLE", "EQ_SINGLE", "GE", "GT", "HASH", "LBRACE", + "LBRACKET", "LE", "LPAREN", "LT", "NOT_EQ", "PERCENT", + "PLUS", "QUERY", "QUOTE_DOUBLE", "QUOTE_SINGLE", "RBRACE", "RBRACKET", "RPAREN", "SEMICOLON", "SLASH", "UNDERSCORE", "MULTI_LINE_COMMENT", "SINGLE_LINE_COMMENT", "WHITESPACE" ] - RULE_selectQuery = 0 + RULE_select = 0 RULE_selectUnionStmt = 1 RULE_selectStmtWithParens = 2 RULE_selectStmt = 3 @@ -532,7 +535,7 @@ class HogQLParser ( Parser ): RULE_identifierOrNull = 59 RULE_enumValue = 60 - ruleNames = [ "selectQuery", "selectUnionStmt", "selectStmtWithParens", + ruleNames = [ "select", "selectUnionStmt", "selectStmtWithParens", "selectStmt", "withClause", "topClause", "fromClause", "arrayJoinClause", "windowClause", "prewhereClause", "whereClause", "groupByClause", "havingClause", "orderByClause", @@ -750,41 +753,42 @@ class HogQLParser ( Parser ): DECIMAL_LITERAL=196 HEXADECIMAL_LITERAL=197 STRING_LITERAL=198 - ARROW=199 - ASTERISK=200 - BACKQUOTE=201 - BACKSLASH=202 - COLON=203 - COMMA=204 - CONCAT=205 - DASH=206 - DOLLAR=207 - DOT=208 - EQ_DOUBLE=209 - EQ_SINGLE=210 - GE=211 - GT=212 - HASH=213 - LBRACE=214 - LBRACKET=215 - LE=216 - LPAREN=217 - LT=218 - NOT_EQ=219 - PERCENT=220 - PLUS=221 - QUERY=222 - QUOTE_DOUBLE=223 - QUOTE_SINGLE=224 - RBRACE=225 - RBRACKET=226 - RPAREN=227 - SEMICOLON=228 - SLASH=229 - UNDERSCORE=230 - MULTI_LINE_COMMENT=231 - SINGLE_LINE_COMMENT=232 - WHITESPACE=233 + PLACEHOLDER=199 + ARROW=200 + ASTERISK=201 + BACKQUOTE=202 + BACKSLASH=203 + COLON=204 + COMMA=205 + CONCAT=206 + DASH=207 + DOLLAR=208 + DOT=209 + EQ_DOUBLE=210 + EQ_SINGLE=211 + GE=212 + GT=213 + HASH=214 + LBRACE=215 + LBRACKET=216 + LE=217 + LPAREN=218 + LT=219 + NOT_EQ=220 + PERCENT=221 + PLUS=222 + QUERY=223 + QUOTE_DOUBLE=224 + QUOTE_SINGLE=225 + RBRACE=226 + RBRACKET=227 + RPAREN=228 + SEMICOLON=229 + SLASH=230 + UNDERSCORE=231 + MULTI_LINE_COMMENT=232 + SINGLE_LINE_COMMENT=233 + WHITESPACE=234 def __init__(self, input:TokenStream, output:TextIO = sys.stdout): super().__init__(input, output) @@ -795,7 +799,7 @@ def __init__(self, input:TokenStream, output:TextIO = sys.stdout): - class SelectQueryContext(ParserRuleContext): + class SelectContext(ParserRuleContext): __slots__ = 'parser' def __init__(self, parser, parent:ParserRuleContext=None, invokingState:int=-1): @@ -814,21 +818,21 @@ def selectStmt(self): def getRuleIndex(self): - return HogQLParser.RULE_selectQuery + return HogQLParser.RULE_select def accept(self, visitor:ParseTreeVisitor): - if hasattr( visitor, "visitSelectQuery" ): - return visitor.visitSelectQuery(self) + if hasattr( visitor, "visitSelect" ): + return visitor.visitSelect(self) else: return visitor.visitChildren(self) - def selectQuery(self): + def select(self): - localctx = HogQLParser.SelectQueryContext(self, self._ctx, self.state) - self.enterRule(localctx, 0, self.RULE_selectQuery) + localctx = HogQLParser.SelectContext(self, self._ctx, self.state) + self.enterRule(localctx, 0, self.RULE_select) try: self.enterOuterAlt(localctx, 1) self.state = 124 @@ -972,7 +976,7 @@ def selectStmtWithParens(self): self.state = 137 self.selectStmt() pass - elif token in [217]: + elif token in [218]: self.enterOuterAlt(localctx, 2) self.state = 138 self.match(HogQLParser.LPAREN) @@ -2622,7 +2626,7 @@ def joinOpCross(self): self.state = 346 self.match(HogQLParser.JOIN) pass - elif token in [204]: + elif token in [205]: self.enterOuterAlt(localctx, 2) self.state = 347 self.match(HogQLParser.COMMA) @@ -2825,10 +2829,10 @@ def limitExpr(self): self.state = 370 self._errHandler.sync(self) _la = self._input.LA(1) - if _la==117 or _la==204: + if _la==117 or _la==205: self.state = 368 _la = self._input.LA(1) - if not(_la==117 or _la==204): + if not(_la==117 or _la==205): self._errHandler.recoverInline(self) else: self._errHandler.reportMatch(self) @@ -2890,7 +2894,7 @@ def orderExprList(self): self.state = 377 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 373 self.match(HogQLParser.COMMA) self.state = 374 @@ -3111,7 +3115,7 @@ def settingExprList(self): self.state = 402 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 398 self.match(HogQLParser.COMMA) self.state = 399 @@ -3472,7 +3476,7 @@ def winFrameExtend(self): self.state = 435 self._errHandler.sync(self) token = self._input.LA(1) - if token in [32, 81, 112, 174, 194, 195, 196, 197, 206, 208, 221]: + if token in [32, 81, 112, 174, 194, 195, 196, 197, 207, 209, 222]: localctx = HogQLParser.FrameStartContext(self, localctx) self.enterOuterAlt(localctx, 1) self.state = 429 @@ -3827,7 +3831,7 @@ def columnTypeExpr(self): self.state = 465 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 459 self.match(HogQLParser.COMMA) self.state = 460 @@ -3854,7 +3858,7 @@ def columnTypeExpr(self): self.state = 477 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 473 self.match(HogQLParser.COMMA) self.state = 474 @@ -3879,7 +3883,7 @@ def columnTypeExpr(self): self.state = 489 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 485 self.match(HogQLParser.COMMA) self.state = 486 @@ -3902,7 +3906,7 @@ def columnTypeExpr(self): self.state = 497 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 289448127) != 0: + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 578896255) != 0: self.state = 496 self.columnExprList() @@ -5111,7 +5115,7 @@ def columnExpr(self, _p:int=0): self.state = 588 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 289448127) != 0: + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 578896255) != 0: self.state = 587 self.columnExprList() @@ -5140,7 +5144,7 @@ def columnExpr(self, _p:int=0): self.state = 600 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 289448127) != 0: + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 578896255) != 0: self.state = 599 self.columnExprList() @@ -5168,7 +5172,7 @@ def columnExpr(self, _p:int=0): self.state = 610 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 289448127) != 0: + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 578896255) != 0: self.state = 609 self.columnExprList() @@ -5190,7 +5194,7 @@ def columnExpr(self, _p:int=0): self.state = 620 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 289448127) != 0: + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 578896255) != 0: self.state = 619 self.columnArgList() @@ -5290,7 +5294,7 @@ def columnExpr(self, _p:int=0): self.state = 649 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 289448127) != 0: + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 578896255) != 0: self.state = 648 self.columnExprList() @@ -5331,15 +5335,15 @@ def columnExpr(self, _p:int=0): self.state = 659 self._errHandler.sync(self) token = self._input.LA(1) - if token in [200]: + if token in [201]: self.state = 656 localctx.operator = self.match(HogQLParser.ASTERISK) pass - elif token in [229]: + elif token in [230]: self.state = 657 localctx.operator = self.match(HogQLParser.SLASH) pass - elif token in [220]: + elif token in [221]: self.state = 658 localctx.operator = self.match(HogQLParser.PERCENT) pass @@ -5361,15 +5365,15 @@ def columnExpr(self, _p:int=0): self.state = 666 self._errHandler.sync(self) token = self._input.LA(1) - if token in [221]: + if token in [222]: self.state = 663 localctx.operator = self.match(HogQLParser.PLUS) pass - elif token in [206]: + elif token in [207]: self.state = 664 localctx.operator = self.match(HogQLParser.DASH) pass - elif token in [205]: + elif token in [206]: self.state = 665 localctx.operator = self.match(HogQLParser.CONCAT) pass @@ -5677,7 +5681,7 @@ def columnArgList(self): self.state = 744 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 740 self.match(HogQLParser.COMMA) self.state = 741 @@ -5807,7 +5811,7 @@ def columnLambdaExpr(self): self.state = 770 self._errHandler.sync(self) token = self._input.LA(1) - if token in [217]: + if token in [218]: self.state = 751 self.match(HogQLParser.LPAREN) self.state = 752 @@ -5815,7 +5819,7 @@ def columnLambdaExpr(self): self.state = 757 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 753 self.match(HogQLParser.COMMA) self.state = 754 @@ -5833,7 +5837,7 @@ def columnLambdaExpr(self): self.state = 767 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: + while _la==205: self.state = 763 self.match(HogQLParser.COMMA) self.state = 764 @@ -5866,6 +5870,9 @@ def __init__(self, parser, parent:ParserRuleContext=None, invokingState:int=-1): super().__init__(parent, invokingState) self.parser = parser + def PLACEHOLDER(self): + return self.getToken(HogQLParser.PLACEHOLDER, 0) + def nestedIdentifier(self): return self.getTypedRuleContext(HogQLParser.NestedIdentifierContext,0) @@ -5894,19 +5901,32 @@ def columnIdentifier(self): localctx = HogQLParser.ColumnIdentifierContext(self, self._ctx, self.state) self.enterRule(localctx, 86, self.RULE_columnIdentifier) try: - self.enterOuterAlt(localctx, 1) - self.state = 778 + self.state = 782 self._errHandler.sync(self) - la_ = self._interp.adaptivePredict(self._input,97,self._ctx) - if la_ == 1: + token = self._input.LA(1) + if token in [199]: + self.enterOuterAlt(localctx, 1) self.state = 775 - self.tableIdentifier() - self.state = 776 - self.match(HogQLParser.DOT) + self.match(HogQLParser.PLACEHOLDER) + pass + elif token in [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, 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, 113, 114, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 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, 193]: + self.enterOuterAlt(localctx, 2) + self.state = 779 + self._errHandler.sync(self) + la_ = self._interp.adaptivePredict(self._input,97,self._ctx) + if la_ == 1: + self.state = 776 + self.tableIdentifier() + self.state = 777 + self.match(HogQLParser.DOT) - self.state = 780 - self.nestedIdentifier() + self.state = 781 + self.nestedIdentifier() + pass + else: + raise NoViableAltException(self) + except RecognitionException as re: localctx.exception = re self._errHandler.reportError(self, re) @@ -5954,20 +5974,20 @@ def nestedIdentifier(self): self.enterRule(localctx, 88, self.RULE_nestedIdentifier) try: self.enterOuterAlt(localctx, 1) - self.state = 782 + self.state = 784 self.identifier() - self.state = 787 + self.state = 789 self._errHandler.sync(self) - _alt = self._interp.adaptivePredict(self._input,98,self._ctx) + _alt = self._interp.adaptivePredict(self._input,99,self._ctx) while _alt!=2 and _alt!=ATN.INVALID_ALT_NUMBER: if _alt==1: - self.state = 783 + self.state = 785 self.match(HogQLParser.DOT) - self.state = 784 + self.state = 786 self.identifier() - self.state = 789 + self.state = 791 self._errHandler.sync(self) - _alt = self._interp.adaptivePredict(self._input,98,self._ctx) + _alt = self._interp.adaptivePredict(self._input,99,self._ctx) except RecognitionException as re: localctx.exception = re @@ -6084,15 +6104,15 @@ def tableExpr(self, _p:int=0): self.enterRecursionRule(localctx, 90, self.RULE_tableExpr, _p) try: self.enterOuterAlt(localctx, 1) - self.state = 797 + self.state = 799 self._errHandler.sync(self) - la_ = self._interp.adaptivePredict(self._input,99,self._ctx) + la_ = self._interp.adaptivePredict(self._input,100,self._ctx) if la_ == 1: localctx = HogQLParser.TableExprIdentifierContext(self, localctx) self._ctx = localctx _prevctx = localctx - self.state = 791 + self.state = 793 self.tableIdentifier() pass @@ -6100,7 +6120,7 @@ def tableExpr(self, _p:int=0): localctx = HogQLParser.TableExprFunctionContext(self, localctx) self._ctx = localctx _prevctx = localctx - self.state = 792 + self.state = 794 self.tableFunctionExpr() pass @@ -6108,19 +6128,19 @@ def tableExpr(self, _p:int=0): localctx = HogQLParser.TableExprSubqueryContext(self, localctx) self._ctx = localctx _prevctx = localctx - self.state = 793 + self.state = 795 self.match(HogQLParser.LPAREN) - self.state = 794 + self.state = 796 self.selectUnionStmt() - self.state = 795 + self.state = 797 self.match(HogQLParser.RPAREN) pass self._ctx.stop = self._input.LT(-1) - self.state = 807 + self.state = 809 self._errHandler.sync(self) - _alt = self._interp.adaptivePredict(self._input,101,self._ctx) + _alt = self._interp.adaptivePredict(self._input,102,self._ctx) while _alt!=2 and _alt!=ATN.INVALID_ALT_NUMBER: if _alt==1: if self._parseListeners is not None: @@ -6128,29 +6148,29 @@ def tableExpr(self, _p:int=0): _prevctx = localctx localctx = HogQLParser.TableExprAliasContext(self, HogQLParser.TableExprContext(self, _parentctx, _parentState)) self.pushNewRecursionContext(localctx, _startState, self.RULE_tableExpr) - self.state = 799 + self.state = 801 if not self.precpred(self._ctx, 1): from antlr4.error.Errors import FailedPredicateException raise FailedPredicateException(self, "self.precpred(self._ctx, 1)") - self.state = 803 + self.state = 805 self._errHandler.sync(self) token = self._input.LA(1) if token in [35, 61, 76, 90, 193]: - self.state = 800 + self.state = 802 self.alias() pass elif token in [10]: - self.state = 801 + self.state = 803 self.match(HogQLParser.AS) - self.state = 802 + self.state = 804 self.identifier() pass else: raise NoViableAltException(self) - self.state = 809 + self.state = 811 self._errHandler.sync(self) - _alt = self._interp.adaptivePredict(self._input,101,self._ctx) + _alt = self._interp.adaptivePredict(self._input,102,self._ctx) except RecognitionException as re: localctx.exception = re @@ -6201,19 +6221,19 @@ def tableFunctionExpr(self): self._la = 0 # Token type try: self.enterOuterAlt(localctx, 1) - self.state = 810 + self.state = 812 self.identifier() - self.state = 811 - self.match(HogQLParser.LPAREN) self.state = 813 + self.match(HogQLParser.LPAREN) + self.state = 815 self._errHandler.sync(self) _la = self._input.LA(1) - if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 268476479) != 0: - self.state = 812 + if ((_la) & ~0x3f) == 0 and ((1 << _la) & -4) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -1) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -5) != 0 or (((_la - 193)) & ~0x3f) == 0 and ((1 << (_la - 193)) & 536952895) != 0: + self.state = 814 self.tableArgList() - self.state = 815 + self.state = 817 self.match(HogQLParser.RPAREN) except RecognitionException as re: localctx.exception = re @@ -6260,17 +6280,17 @@ def tableIdentifier(self): self.enterRule(localctx, 94, self.RULE_tableIdentifier) try: self.enterOuterAlt(localctx, 1) - self.state = 820 + self.state = 822 self._errHandler.sync(self) - la_ = self._interp.adaptivePredict(self._input,103,self._ctx) + la_ = self._interp.adaptivePredict(self._input,104,self._ctx) if la_ == 1: - self.state = 817 + self.state = 819 self.databaseIdentifier() - self.state = 818 + self.state = 820 self.match(HogQLParser.DOT) - self.state = 822 + self.state = 824 self.identifier() except RecognitionException as re: localctx.exception = re @@ -6320,17 +6340,17 @@ def tableArgList(self): self._la = 0 # Token type try: self.enterOuterAlt(localctx, 1) - self.state = 824 + self.state = 826 self.tableArgExpr() - self.state = 829 + self.state = 831 self._errHandler.sync(self) _la = self._input.LA(1) - while _la==204: - self.state = 825 + while _la==205: + self.state = 827 self.match(HogQLParser.COMMA) - self.state = 826 + self.state = 828 self.tableArgExpr() - self.state = 831 + self.state = 833 self._errHandler.sync(self) _la = self._input.LA(1) @@ -6379,24 +6399,24 @@ def tableArgExpr(self): localctx = HogQLParser.TableArgExprContext(self, self._ctx, self.state) self.enterRule(localctx, 98, self.RULE_tableArgExpr) try: - self.state = 835 + self.state = 837 self._errHandler.sync(self) - la_ = self._interp.adaptivePredict(self._input,105,self._ctx) + la_ = self._interp.adaptivePredict(self._input,106,self._ctx) if la_ == 1: self.enterOuterAlt(localctx, 1) - self.state = 832 + self.state = 834 self.nestedIdentifier() pass elif la_ == 2: self.enterOuterAlt(localctx, 2) - self.state = 833 + self.state = 835 self.tableFunctionExpr() pass elif la_ == 3: self.enterOuterAlt(localctx, 3) - self.state = 834 + self.state = 836 self.literal() pass @@ -6439,7 +6459,7 @@ def databaseIdentifier(self): self.enterRule(localctx, 100, self.RULE_databaseIdentifier) try: self.enterOuterAlt(localctx, 1) - self.state = 837 + self.state = 839 self.identifier() except RecognitionException as re: localctx.exception = re @@ -6490,19 +6510,19 @@ def floatingLiteral(self): self.enterRule(localctx, 102, self.RULE_floatingLiteral) self._la = 0 # Token type try: - self.state = 847 + self.state = 849 self._errHandler.sync(self) token = self._input.LA(1) if token in [194]: self.enterOuterAlt(localctx, 1) - self.state = 839 + self.state = 841 self.match(HogQLParser.FLOATING_LITERAL) pass - elif token in [208]: + elif token in [209]: self.enterOuterAlt(localctx, 2) - self.state = 840 + self.state = 842 self.match(HogQLParser.DOT) - self.state = 841 + self.state = 843 _la = self._input.LA(1) if not(_la==195 or _la==196): self._errHandler.recoverInline(self) @@ -6512,15 +6532,15 @@ def floatingLiteral(self): pass elif token in [196]: self.enterOuterAlt(localctx, 3) - self.state = 842 + self.state = 844 self.match(HogQLParser.DECIMAL_LITERAL) - self.state = 843 - self.match(HogQLParser.DOT) self.state = 845 + self.match(HogQLParser.DOT) + self.state = 847 self._errHandler.sync(self) - la_ = self._interp.adaptivePredict(self._input,106,self._ctx) + la_ = self._interp.adaptivePredict(self._input,107,self._ctx) if la_ == 1: - self.state = 844 + self.state = 846 _la = self._input.LA(1) if not(_la==195 or _la==196): self._errHandler.recoverInline(self) @@ -6593,49 +6613,49 @@ def numberLiteral(self): self._la = 0 # Token type try: self.enterOuterAlt(localctx, 1) - self.state = 850 + self.state = 852 self._errHandler.sync(self) _la = self._input.LA(1) - if _la==206 or _la==221: - self.state = 849 + if _la==207 or _la==222: + self.state = 851 _la = self._input.LA(1) - if not(_la==206 or _la==221): + if not(_la==207 or _la==222): self._errHandler.recoverInline(self) else: self._errHandler.reportMatch(self) self.consume() - self.state = 858 + self.state = 860 self._errHandler.sync(self) - la_ = self._interp.adaptivePredict(self._input,109,self._ctx) + la_ = self._interp.adaptivePredict(self._input,110,self._ctx) if la_ == 1: - self.state = 852 + self.state = 854 self.floatingLiteral() pass elif la_ == 2: - self.state = 853 + self.state = 855 self.match(HogQLParser.OCTAL_LITERAL) pass elif la_ == 3: - self.state = 854 + self.state = 856 self.match(HogQLParser.DECIMAL_LITERAL) pass elif la_ == 4: - self.state = 855 + self.state = 857 self.match(HogQLParser.HEXADECIMAL_LITERAL) pass elif la_ == 5: - self.state = 856 + self.state = 858 self.match(HogQLParser.INF) pass elif la_ == 6: - self.state = 857 + self.state = 859 self.match(HogQLParser.NAN_SQL) pass @@ -6683,22 +6703,22 @@ def literal(self): localctx = HogQLParser.LiteralContext(self, self._ctx, self.state) self.enterRule(localctx, 106, self.RULE_literal) try: - self.state = 863 + self.state = 865 self._errHandler.sync(self) token = self._input.LA(1) - if token in [81, 112, 194, 195, 196, 197, 206, 208, 221]: + if token in [81, 112, 194, 195, 196, 197, 207, 209, 222]: self.enterOuterAlt(localctx, 1) - self.state = 860 + self.state = 862 self.numberLiteral() pass elif token in [198]: self.enterOuterAlt(localctx, 2) - self.state = 861 + self.state = 863 self.match(HogQLParser.STRING_LITERAL) pass elif token in [115]: self.enterOuterAlt(localctx, 3) - self.state = 862 + self.state = 864 self.match(HogQLParser.NULL_SQL) pass else: @@ -6763,7 +6783,7 @@ def interval(self): self._la = 0 # Token type try: self.enterOuterAlt(localctx, 1) - self.state = 865 + self.state = 867 _la = self._input.LA(1) if not(_la==36 or (((_la - 75)) & ~0x3f) == 0 and ((1 << (_la - 75)) & 72057615512764417) != 0 or (((_la - 144)) & ~0x3f) == 0 and ((1 << (_la - 144)) & 36283883716609) != 0): self._errHandler.recoverInline(self) @@ -7339,7 +7359,7 @@ def keyword(self): self._la = 0 # Token type try: self.enterOuterAlt(localctx, 1) - self.state = 867 + self.state = 869 _la = self._input.LA(1) if not(((_la) & ~0x3f) == 0 and ((1 << _la) & -68719476740) != 0 or (((_la - 64)) & ~0x3f) == 0 and ((1 << (_la - 64)) & -2577255255640065) != 0 or (((_la - 128)) & ~0x3f) == 0 and ((1 << (_la - 128)) & -2377900603251687437) != 0): self._errHandler.recoverInline(self) @@ -7393,7 +7413,7 @@ def keywordForAlias(self): self._la = 0 # Token type try: self.enterOuterAlt(localctx, 1) - self.state = 869 + self.state = 871 _la = self._input.LA(1) if not((((_la - 35)) & ~0x3f) == 0 and ((1 << (_la - 35)) & 36030996109328385) != 0): self._errHandler.recoverInline(self) @@ -7440,17 +7460,17 @@ def alias(self): localctx = HogQLParser.AliasContext(self, self._ctx, self.state) self.enterRule(localctx, 114, self.RULE_alias) try: - self.state = 873 + self.state = 875 self._errHandler.sync(self) token = self._input.LA(1) if token in [193]: self.enterOuterAlt(localctx, 1) - self.state = 871 + self.state = 873 self.match(HogQLParser.IDENTIFIER) pass elif token in [35, 61, 76, 90]: self.enterOuterAlt(localctx, 2) - self.state = 872 + self.state = 874 self.keywordForAlias() pass else: @@ -7500,22 +7520,22 @@ def identifier(self): localctx = HogQLParser.IdentifierContext(self, self._ctx, self.state) self.enterRule(localctx, 116, self.RULE_identifier) try: - self.state = 878 + self.state = 880 self._errHandler.sync(self) token = self._input.LA(1) if token in [193]: self.enterOuterAlt(localctx, 1) - self.state = 875 + self.state = 877 self.match(HogQLParser.IDENTIFIER) pass elif token in [36, 75, 107, 109, 131, 144, 184, 189]: self.enterOuterAlt(localctx, 2) - self.state = 876 + self.state = 878 self.interval() pass elif token in [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, 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, 76, 77, 78, 79, 80, 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, 108, 110, 111, 113, 114, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 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, 185, 186, 187, 188, 190, 191]: self.enterOuterAlt(localctx, 3) - self.state = 877 + self.state = 879 self.keyword() pass else: @@ -7561,17 +7581,17 @@ def identifierOrNull(self): localctx = HogQLParser.IdentifierOrNullContext(self, self._ctx, self.state) self.enterRule(localctx, 118, self.RULE_identifierOrNull) try: - self.state = 882 + self.state = 884 self._errHandler.sync(self) token = self._input.LA(1) if token in [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, 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, 113, 114, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 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, 193]: self.enterOuterAlt(localctx, 1) - self.state = 880 + self.state = 882 self.identifier() pass elif token in [115]: self.enterOuterAlt(localctx, 2) - self.state = 881 + self.state = 883 self.match(HogQLParser.NULL_SQL) pass else: @@ -7621,11 +7641,11 @@ def enumValue(self): self.enterRule(localctx, 120, self.RULE_enumValue) try: self.enterOuterAlt(localctx, 1) - self.state = 884 + self.state = 886 self.match(HogQLParser.STRING_LITERAL) - self.state = 885 + self.state = 887 self.match(HogQLParser.EQ_SINGLE) - self.state = 886 + self.state = 888 self.numberLiteral() except RecognitionException as re: localctx.exception = re diff --git a/posthog/hogql/grammar/HogQLParser.tokens b/posthog/hogql/grammar/HogQLParser.tokens index 53154520b5ee0..1f28e288484cd 100644 --- a/posthog/hogql/grammar/HogQLParser.tokens +++ b/posthog/hogql/grammar/HogQLParser.tokens @@ -196,71 +196,72 @@ OCTAL_LITERAL=195 DECIMAL_LITERAL=196 HEXADECIMAL_LITERAL=197 STRING_LITERAL=198 -ARROW=199 -ASTERISK=200 -BACKQUOTE=201 -BACKSLASH=202 -COLON=203 -COMMA=204 -CONCAT=205 -DASH=206 -DOLLAR=207 -DOT=208 -EQ_DOUBLE=209 -EQ_SINGLE=210 -GE=211 -GT=212 -HASH=213 -LBRACE=214 -LBRACKET=215 -LE=216 -LPAREN=217 -LT=218 -NOT_EQ=219 -PERCENT=220 -PLUS=221 -QUERY=222 -QUOTE_DOUBLE=223 -QUOTE_SINGLE=224 -RBRACE=225 -RBRACKET=226 -RPAREN=227 -SEMICOLON=228 -SLASH=229 -UNDERSCORE=230 -MULTI_LINE_COMMENT=231 -SINGLE_LINE_COMMENT=232 -WHITESPACE=233 +PLACEHOLDER=199 +ARROW=200 +ASTERISK=201 +BACKQUOTE=202 +BACKSLASH=203 +COLON=204 +COMMA=205 +CONCAT=206 +DASH=207 +DOLLAR=208 +DOT=209 +EQ_DOUBLE=210 +EQ_SINGLE=211 +GE=212 +GT=213 +HASH=214 +LBRACE=215 +LBRACKET=216 +LE=217 +LPAREN=218 +LT=219 +NOT_EQ=220 +PERCENT=221 +PLUS=222 +QUERY=223 +QUOTE_DOUBLE=224 +QUOTE_SINGLE=225 +RBRACE=226 +RBRACKET=227 +RPAREN=228 +SEMICOLON=229 +SLASH=230 +UNDERSCORE=231 +MULTI_LINE_COMMENT=232 +SINGLE_LINE_COMMENT=233 +WHITESPACE=234 'false'=190 'true'=191 -'->'=199 -'*'=200 -'`'=201 -'\\'=202 -':'=203 -','=204 -'||'=205 -'-'=206 -'$'=207 -'.'=208 -'=='=209 -'='=210 -'>='=211 -'>'=212 -'#'=213 -'{'=214 -'['=215 -'<='=216 -'('=217 -'<'=218 -'%'=220 -'+'=221 -'?'=222 -'"'=223 -'\''=224 -'}'=225 -']'=226 -')'=227 -';'=228 -'/'=229 -'_'=230 +'->'=200 +'*'=201 +'`'=202 +'\\'=203 +':'=204 +','=205 +'||'=206 +'-'=207 +'$'=208 +'.'=209 +'=='=210 +'='=211 +'>='=212 +'>'=213 +'#'=214 +'{'=215 +'['=216 +'<='=217 +'('=218 +'<'=219 +'%'=221 +'+'=222 +'?'=223 +'"'=224 +'\''=225 +'}'=226 +']'=227 +')'=228 +';'=229 +'/'=230 +'_'=231 diff --git a/posthog/hogql/grammar/HogQLParserVisitor.py b/posthog/hogql/grammar/HogQLParserVisitor.py index f67031481af10..dbaf69ef6fda9 100644 --- a/posthog/hogql/grammar/HogQLParserVisitor.py +++ b/posthog/hogql/grammar/HogQLParserVisitor.py @@ -9,8 +9,8 @@ class HogQLParserVisitor(ParseTreeVisitor): - # Visit a parse tree produced by HogQLParser#selectQuery. - def visitSelectQuery(self, ctx:HogQLParser.SelectQueryContext): + # Visit a parse tree produced by HogQLParser#select. + def visitSelect(self, ctx:HogQLParser.SelectContext): return self.visitChildren(ctx) diff --git a/posthog/hogql/grammar/README.md b/posthog/hogql/grammar/README.md index 0a61f8bbeb3f4..4022ba71825a7 100644 --- a/posthog/hogql/grammar/README.md +++ b/posthog/hogql/grammar/README.md @@ -44,4 +44,4 @@ Original ClickHouse ANTLR grammar from: https://github.com/ClickHouse/ClickHouse Changes with ClickHouse's grammar: - removed all statements except for "select" - raises an error if you run some ClickHouse SQL query features that are not implemented yet (ever changing list, check the code) - \ No newline at end of file +- supports placeholders like "team_id = {val1}" diff --git a/posthog/hogql/hogql.py b/posthog/hogql/hogql.py index 4bfbe385ecfc3..81257157e08db 100644 --- a/posthog/hogql/hogql.py +++ b/posthog/hogql/hogql.py @@ -1,158 +1,14 @@ -# mypy: allow-untyped-defs -from dataclasses import dataclass, field -from typing import Dict, List, Literal, Optional +from typing import Literal -from posthog.hogql import ast +from posthog.hogql.context import HogQLContext from posthog.hogql.parser import parse_expr +from posthog.hogql.printer import print_ast -# fields you can select from in the events query -EVENT_FIELDS = ["id", "uuid", "event", "timestamp", "distinct_id"] -# "person.*" fields you can select from in the events query -EVENT_PERSON_FIELDS = ["id", "created_at", "properties"] -# HogQL -> ClickHouse allowed transformations -CLICKHOUSE_FUNCTIONS = { - # arithmetic - "abs": "abs", - "max2": "max2", - "min2": "min2", - # type conversions - "toInt": "toInt64OrNull", - "toFloat": "toFloat64OrNull", - "toDecimal": "toDecimal64OrNull", - "toDate": "toDateOrNull", - "toDateTime": "parseDateTimeBestEffort", - "toIntervalSecond": "toIntervalSecond", - "toIntervalMinute": "toIntervalMinute", - "toIntervalHour": "toIntervalHour", - "toIntervalDay": "toIntervalDay", - "toIntervalWeek": "toIntervalWeek", - "toIntervalMonth": "toIntervalMonth", - "toIntervalQuarter": "toIntervalQuarter", - "toIntervalYear": "toIntervalYear", - "toString": "toString", - # date functions - "now": "now", - "toMonday": "toMonday", - "toStartOfYear": "toStartOfYear", - "toStartOfQuarter": "toStartOfQuarter", - "toStartOfMonth": "toStartOfMonth", - "toStartOfWeek": "toStartOfWeek", - "toStartOfDay": "toStartOfDay", - "toStartOfHour": "toStartOfHour", - "toStartOfMinute": "toStartOfMinute", - "toStartOfSecond": "toStartOfSecond", - "toStartOfFiveMinutes": "toStartOfFiveMinutes", - "toStartOfTenMinutes": "toStartOfTenMinutes", - "toStartOfFifteenMinutes": "toStartOfFifteenMinutes", - "toTimezone": "toTimezone", - "age": "age", - "dateDiff": "dateDiff", - "dateTrunc": "dateTrunc", - "formatDateTime": "formatDateTime", - # string functions - "length": "lengthUTF8", - "empty": "empty", - "notEmpty": "notEmpty", - "leftPad": "leftPad", - "rightPad": "rightPad", - "lower": "lower", - "upper": "upper", - "repeat": "repeat", - "format": "format", - "concat": "concat", - "coalesce": "coalesce", - "substring": "substringUTF8", - "appendTrailingCharIfAbsent": "appendTrailingCharIfAbsent", - "endsWith": "endsWith", - "startsWith": "startsWith", - "trim": "trimBoth", - "trimLeft": "trimLeft", - "trimRight": "trimRight", - "extractTextFromHTML": "extractTextFromHTML", - "like": "like", - "ilike": "ilike", - "notLike": "notLike", - "replace": "replace", - "replaceOne": "replaceOne", - # array functions - "tuple": "tuple", - # conditional - "ifElse": "if", - "multiIf": "multiIf", - # rounding - "round": "round", - "floor": "floor", - "ceil": "ceil", - "trunc": "trunc", -} -# Permitted HogQL aggregations -HOGQL_AGGREGATIONS = { - "count": 0, - "countIf": 1, - "countDistinct": 1, - "countDistinctIf": 2, - "min": 1, - "minIf": 2, - "max": 1, - "maxIf": 2, - "sum": 1, - "sumIf": 2, - "avg": 1, - "avgIf": 2, - "any": 1, - "anyIf": 2, -} -# Keywords passed to ClickHouse without transformation -KEYWORDS = ["true", "false", "null"] - -# Allow-listed fields returned when you select "*" from events. Person and group fields will be nested later. -SELECT_STAR_FROM_EVENTS_FIELDS = [ - "uuid", - "event", - "properties", - "timestamp", - "team_id", - "distinct_id", - "elements_chain", - "created_at", - "person_id", - "person_created_at", - "person_properties", -] - - -@dataclass -class HogQLFieldAccess: - input: List[str] - type: Optional[Literal["event", "event.properties", "person", "person.properties"]] - field: Optional[str] - sql: str - - -@dataclass -class HogQLContext: - """Context given to a HogQL expression parser""" - - # If set, will save string constants to this dict. Inlines strings into the query if None. - values: Dict = field(default_factory=dict) - # List of field and property accesses found in the expression - field_access_logs: List[HogQLFieldAccess] = field(default_factory=list) - # Did the last calls to translate_hogql since setting these to False contain any of the following - found_aggregation: bool = False - using_person_on_events: bool = True - - -def translate_hogql(query: str, context: HogQLContext) -> str: +def translate_hogql(query: str, context: HogQLContext, dialect: Literal["hogql", "clickhouse"] = "clickhouse") -> str: """Translate a HogQL expression into a Clickhouse expression.""" if query == "": raise ValueError("Empty query") - if query == "*": - return f"tuple({','.join(SELECT_STAR_FROM_EVENTS_FIELDS)})" - - # The expression "person" can't be used in a query, just top level - if query == "person": - query = "tuple(distinct_id, person.id, person.created_at, person.properties.name, person.properties.email)" try: node = parse_expr(query) @@ -160,193 +16,4 @@ def translate_hogql(query: str, context: HogQLContext) -> str: raise ValueError(f"SyntaxError: {err.msg}") except NotImplementedError as err: raise ValueError(f"NotImplementedError: {err}") - return translate_ast(node, [], context) - - -def translate_ast(node: ast.AST, stack: List[ast.AST], context: HogQLContext) -> str: - """Translate a parsed HogQL expression in the shape of a Python AST into a Clickhouse expression.""" - stack.append(node) - if isinstance(node, ast.BinaryOperation): - if node.op == ast.BinaryOperationType.Add: - response = f"plus({translate_ast(node.left, stack, context)}, {translate_ast(node.right, stack, context)})" - elif node.op == ast.BinaryOperationType.Sub: - response = f"minus({translate_ast(node.left, stack, context)}, {translate_ast(node.right, stack, context)})" - elif node.op == ast.BinaryOperationType.Mult: - response = ( - f"multiply({translate_ast(node.left, stack, context)}, {translate_ast(node.right, stack, context)})" - ) - elif node.op == ast.BinaryOperationType.Div: - response = ( - f"divide({translate_ast(node.left, stack, context)}, {translate_ast(node.right, stack, context)})" - ) - elif node.op == ast.BinaryOperationType.Mod: - response = ( - f"modulo({translate_ast(node.left, stack, context)}, {translate_ast(node.right, stack, context)})" - ) - else: - raise ValueError(f"Unknown BinaryOperationType {node.op}") - elif isinstance(node, ast.BooleanOperation): - if node.op == ast.BooleanOperationType.And: - response = f"and({', '.join([translate_ast(operand, stack, context) for operand in node.values])})" - elif node.op == ast.BooleanOperationType.Or: - response = f"or({', '.join([translate_ast(operand, stack, context) for operand in node.values])})" - else: - raise ValueError(f"Unknown BooleanOperationType: {type(node.op)}") - elif isinstance(node, ast.NotOperation): - response = f"not({translate_ast(node.expr, stack, context)})" - elif isinstance(node, ast.CompareOperation): - left = translate_ast(node.left, stack, context) - right = translate_ast(node.right, stack, context) - if node.op == ast.CompareOperationType.Eq: - if isinstance(node.right, ast.Constant) and node.right.value is None: - response = f"isNull({left})" - else: - response = f"equals({left}, {right})" - elif node.op == ast.CompareOperationType.NotEq: - if isinstance(node.right, ast.Constant) and node.right.value is None: - response = f"isNotNull({left})" - else: - response = f"notEquals({left}, {right})" - elif node.op == ast.CompareOperationType.Gt: - response = f"greater({left}, {right})" - elif node.op == ast.CompareOperationType.GtE: - response = f"greaterOrEquals({left}, {right})" - elif node.op == ast.CompareOperationType.Lt: - response = f"less({left}, {right})" - elif node.op == ast.CompareOperationType.LtE: - response = f"lessOrEquals({left}, {right})" - elif node.op == ast.CompareOperationType.Like: - response = f"like({left}, {right})" - elif node.op == ast.CompareOperationType.ILike: - response = f"ilike({left}, {right})" - elif node.op == ast.CompareOperationType.NotLike: - response = f"not(like({left}, {right}))" - elif node.op == ast.CompareOperationType.NotILike: - response = f"not(ilike({left}, {right}))" - else: - raise ValueError(f"Unknown CompareOperationType: {type(node.op)}") - elif isinstance(node, ast.Constant): - key = f"hogql_val_{len(context.values)}" - if isinstance(node.value, bool) and node.value is True: - response = "true" - elif isinstance(node.value, bool) and node.value is False: - response = "false" - elif isinstance(node.value, int) or isinstance(node.value, float): - # :WATCH_OUT: isinstance(node.value, int) is True if node.value is True/False as well!!! - response = str(node.value) - elif isinstance(node.value, str): - context.values[key] = node.value - response = f"%({key})s" - elif node.value is None: - response = "null" - else: - raise ValueError(f"Unknown AST Constant node type '{type(node.value)}' for value '{str(node.value)}'") - elif isinstance(node, ast.FieldAccess): - field_access = parse_field_access([node.field], context) - context.field_access_logs.append(field_access) - response = field_access.sql - elif isinstance(node, ast.FieldAccessChain): - field_access = parse_field_access(node.chain, context) - context.field_access_logs.append(field_access) - response = field_access.sql - elif isinstance(node, ast.Call): - if node.name in HOGQL_AGGREGATIONS: - context.found_aggregation = True - required_arg_count = HOGQL_AGGREGATIONS[node.name] - - if required_arg_count != len(node.args): - raise ValueError( - f"Aggregation '{node.name}' requires {required_arg_count} argument{'s' if required_arg_count != 1 else ''}, found {len(node.args)}" - ) - - # check that we're not running inside another aggregate - for stack_node in stack: - if stack_node != node and isinstance(stack_node, ast.Call) and stack_node.name in HOGQL_AGGREGATIONS: - raise ValueError( - f"Aggregation '{node.name}' cannot be nested inside another aggregation '{stack_node.name}'." - ) - - translated_args = ", ".join([translate_ast(arg, stack, context) for arg in node.args]) - if node.name == "count": - response = "count(*)" - elif node.name == "countDistinct": - response = f"count(distinct {translated_args})" - elif node.name == "countDistinctIf": - response = f"countIf(distinct {translated_args})" - else: - response = f"{node.name}({translated_args})" - - elif node.name in CLICKHOUSE_FUNCTIONS: - response = f"{CLICKHOUSE_FUNCTIONS[node.name]}({', '.join([translate_ast(arg, stack, context) for arg in node.args])})" - else: - raise ValueError(f"Unsupported function call '{node.name}(...)'") - elif isinstance(node, ast.Column): - response = translate_ast(node.expr, stack, context) - else: - raise ValueError(f"Unknown AST node {type(node).__name__}") - - stack.pop() - return response - - -def parse_field_access(chain: List[str], context: HogQLContext) -> HogQLFieldAccess: - # Circular import otherwise - from posthog.models.property.util import get_property_string_expr - - """Given a list like ['properties', '$browser'] or ['uuid'], translate to the correct ClickHouse expr.""" - if len(chain) == 2: - if chain[0] == "properties": - key = f"hogql_val_{len(context.values)}" - context.values[key] = chain[1] - escaped_key = f"%({key})s" - expression, _ = get_property_string_expr( - "events", - chain[1], - escaped_key, - "properties", - ) - return HogQLFieldAccess(chain, "event.properties", chain[1], expression) - elif chain[0] == "person": - if chain[1] in EVENT_PERSON_FIELDS: - return HogQLFieldAccess(chain, "person", chain[1], f"person_{chain[1]}") - else: - raise ValueError(f"Unknown person field '{chain[1]}'") - elif len(chain) == 3 and chain[0] == "person" and chain[1] == "properties": - key = f"hogql_val_{len(context.values or {})}" - context.values[key] = chain[2] - escaped_key = f"%({key})s" - - if context.using_person_on_events: - expression, _ = get_property_string_expr( - "events", - chain[2], - escaped_key, - "person_properties", - materialised_table_column="person_properties", - ) - - else: - expression, _ = get_property_string_expr( - "person", - chain[2], - escaped_key, - "person_props", - materialised_table_column="properties", - ) - - return HogQLFieldAccess(chain, "person.properties", chain[2], expression) - elif len(chain) == 1: - if chain[0] in EVENT_FIELDS: - if chain[0] == "id": - return HogQLFieldAccess(chain, "event", "uuid", "uuid") - return HogQLFieldAccess(chain, "event", chain[0], chain[0]) - elif chain[0].startswith("person_") and chain[0][7:] in EVENT_PERSON_FIELDS: - return HogQLFieldAccess(chain, "person", chain[0][7:], chain[0]) - elif chain[0].lower() in KEYWORDS: - return HogQLFieldAccess(chain, None, None, chain[0].lower()) - elif chain[0] == "person": - raise ValueError(f'Can not use the field "person" in an expression') - else: - raise ValueError(f"Unknown event field '{chain[0]}'") - - raise ValueError(f"Unsupported property access: {chain}") + return print_ast(node, [], context, dialect) diff --git a/posthog/hogql/parse_string.py b/posthog/hogql/parse_string.py index 2e51564074f0d..6251ca51a5772 100644 --- a/posthog/hogql/parse_string.py +++ b/posthog/hogql/parse_string.py @@ -15,6 +15,10 @@ def parse_string(text: str) -> str: text = text[1:-1] text = text.replace("``", "`") text = text.replace("\\`", "`") + elif text.startswith("{") and text.endswith("}"): + text = text[1:-1] + text = text.replace("{{", "{") + text = text.replace("\\{", "{") else: raise ValueError(f"Invalid string literal, must start and end with the same quote symbol: {text}") diff --git a/posthog/hogql/parser.py b/posthog/hogql/parser.py index e76af9e4961ac..bc3eca9e61c15 100644 --- a/posthog/hogql/parser.py +++ b/posthog/hogql/parser.py @@ -1,3 +1,5 @@ +from typing import Dict, Optional + from antlr4 import CommonTokenStream, InputStream, ParseTreeVisitor from antlr4.error.ErrorListener import ErrorListener @@ -5,11 +7,15 @@ from posthog.hogql.grammar.HogQLLexer import HogQLLexer from posthog.hogql.grammar.HogQLParser import HogQLParser from posthog.hogql.parse_string import parse_string, parse_string_literal +from posthog.hogql.placeholders import replace_placeholders -def parse_expr(expr: str) -> ast.Expr: +def parse_expr(expr: str, placeholders: Optional[Dict[str, ast.Expr]] = None) -> ast.Expr: parse_tree = get_parser(expr).expr() - return HogQLParseTreeConverter().visit(parse_tree) + node = HogQLParseTreeConverter().visit(parse_tree) + if placeholders: + return replace_placeholders(node, placeholders) + return node def get_parser(query: str) -> HogQLParser: @@ -28,7 +34,7 @@ def syntaxError(self, recognizer, offendingSymbol, line, column, msg, e): class HogQLParseTreeConverter(ParseTreeVisitor): - def visitSelectQuery(self, ctx: HogQLParser.SelectQueryContext): + def visitSelect(self, ctx: HogQLParser.SelectContext): raise NotImplementedError(f"Unsupported node: SelectQuery") def visitSelectUnionStmt(self, ctx: HogQLParser.SelectUnionStmtContext): @@ -170,16 +176,16 @@ def visitColumnTypeExprParam(self, ctx: HogQLParser.ColumnTypeExprParamContext): raise NotImplementedError(f"Unsupported node: ColumnTypeExprParam") def visitColumnExprList(self, ctx: HogQLParser.ColumnExprListContext): - raise NotImplementedError(f"Unsupported node: ColumnExprList") + return [self.visit(c) for c in ctx.columnsExpr()] def visitColumnsExprAsterisk(self, ctx: HogQLParser.ColumnsExprAsteriskContext): - raise NotImplementedError(f"Unsupported node: ColumnsExprAsterisk") + return ast.Field(chain=["*"]) def visitColumnsExprSubquery(self, ctx: HogQLParser.ColumnsExprSubqueryContext): raise NotImplementedError(f"Unsupported node: ColumnsExprSubquery") def visitColumnsExprColumn(self, ctx: HogQLParser.ColumnsExprColumnContext): - raise NotImplementedError(f"Unsupported node: ColumnsExprColumn") + return self.visit(ctx.columnExpr()) def visitColumnExprTernaryOp(self, ctx: HogQLParser.ColumnExprTernaryOpContext): raise NotImplementedError(f"Unsupported node: ColumnExprTernaryOp") @@ -194,7 +200,7 @@ def visitColumnExprAlias(self, ctx: HogQLParser.ColumnExprAliasContext): else: raise NotImplementedError(f"Must specify an alias.") expr = self.visit(ctx.columnExpr()) - return ast.Column(expr=expr, alias=alias) + return ast.Alias(expr=expr, alias=alias) def visitColumnExprExtract(self, ctx: HogQLParser.ColumnExprExtractContext): raise NotImplementedError(f"Unsupported node: ColumnExprExtract") @@ -266,8 +272,14 @@ def visitColumnExprPrecedence3(self, ctx: HogQLParser.ColumnExprPrecedence3Conte op = ast.CompareOperationType.NotILike else: op = ast.CompareOperationType.ILike + elif ctx.IN(): + if ctx.GLOBAL(): + raise NotImplementedError(f"Unsupported node: IN GLOBAL") + if ctx.NOT(): + op = ast.CompareOperationType.NotIn + else: + op = ast.CompareOperationType.In else: - # TODO: support "in", "not in", "global in", "global not in" raise NotImplementedError(f"Unsupported ColumnExprPrecedence3: {ctx.getText()}") return ast.CompareOperation(left=self.visit(ctx.left), right=self.visit(ctx.right), op=op) @@ -295,10 +307,8 @@ def visitColumnExprArrayAccess(self, ctx: HogQLParser.ColumnExprArrayAccessConte property = self.visit(ctx.columnExpr(1)) if not isinstance(property, ast.Constant): raise NotImplementedError(f"Array access must be performed with a constant.") - if isinstance(object, ast.FieldAccess): - return ast.FieldAccessChain(chain=[object.field, property.value]) - if isinstance(object, ast.FieldAccessChain): - return ast.FieldAccessChain(chain=object.chain + [property.value]) + if isinstance(object, ast.Field): + return ast.Field(chain=object.chain + [property.value]) raise NotImplementedError( f"Unsupported combination for ColumnExprArrayAccess: {object.__class__.__name__}[{property.__class__.__name__}]" @@ -315,39 +325,33 @@ def visitColumnExprTimestamp(self, ctx: HogQLParser.ColumnExprTimestampContext): def visitColumnExprAnd(self, ctx: HogQLParser.ColumnExprAndContext): left = self.visit(ctx.columnExpr(0)) - if isinstance(left, ast.BooleanOperation) and left.op == ast.BooleanOperationType.And: - left_array = left.values + if isinstance(left, ast.And): + left_array = left.exprs else: left_array = [left] right = self.visit(ctx.columnExpr(1)) - if isinstance(right, ast.BooleanOperation) and right.op == ast.BooleanOperationType.And: - right_array = right.values + if isinstance(right, ast.And): + right_array = right.exprs else: right_array = [right] - return ast.BooleanOperation( - values=left_array + right_array, - op=ast.BooleanOperationType.And, - ) + return ast.And(exprs=left_array + right_array) def visitColumnExprOr(self, ctx: HogQLParser.ColumnExprOrContext): left = self.visit(ctx.columnExpr(0)) - if isinstance(left, ast.BooleanOperation) and left.op == ast.BooleanOperationType.Or: - left_array = left.values + if isinstance(left, ast.Or): + left_array = left.exprs else: left_array = [left] right = self.visit(ctx.columnExpr(1)) - if isinstance(right, ast.BooleanOperation) and right.op == ast.BooleanOperationType.Or: - right_array = right.values + if isinstance(right, ast.Or): + right_array = right.exprs else: right_array = [right] - return ast.BooleanOperation( - values=left_array + right_array, - op=ast.BooleanOperationType.Or, - ) + return ast.Or(exprs=left_array + right_array) def visitColumnExprTupleAccess(self, ctx: HogQLParser.ColumnExprTupleAccessContext): raise NotImplementedError(f"Unsupported node: ColumnExprTupleAccess") @@ -359,19 +363,13 @@ def visitColumnExprDate(self, ctx: HogQLParser.ColumnExprDateContext): raise NotImplementedError(f"Unsupported node: ColumnExprDate") def visitColumnExprNot(self, ctx: HogQLParser.ColumnExprNotContext): - return ast.NotOperation(expr=self.visit(ctx.columnExpr())) + return ast.Not(expr=self.visit(ctx.columnExpr())) def visitColumnExprWinFunction(self, ctx: HogQLParser.ColumnExprWinFunctionContext): raise NotImplementedError(f"Unsupported node: ColumnExprWinFunction") def visitColumnExprIdentifier(self, ctx: HogQLParser.ColumnExprIdentifierContext): - chain = self.visitChildren(ctx) - if isinstance(chain, ast.Expr): - return chain - if len(chain) == 1: - return ast.FieldAccess(field=chain[0]) - - return ast.FieldAccessChain(chain=chain) + return self.visit(ctx.columnIdentifier()) def visitColumnExprFunction(self, ctx: HogQLParser.ColumnExprFunctionContext): if ctx.columnExprList(): @@ -381,7 +379,7 @@ def visitColumnExprFunction(self, ctx: HogQLParser.ColumnExprFunctionContext): return ast.Call(name=name, args=args) def visitColumnExprAsterisk(self, ctx: HogQLParser.ColumnExprAsteriskContext): - raise NotImplementedError(f"Unsupported node: ColumnExprAsterisk") + return ast.Field(chain=["*"]) def visitColumnArgList(self, ctx: HogQLParser.ColumnArgListContext): return [self.visit(arg) for arg in ctx.columnArgExpr()] @@ -393,18 +391,23 @@ def visitColumnLambdaExpr(self, ctx: HogQLParser.ColumnLambdaExprContext): raise NotImplementedError(f"Unsupported node: ColumnLambdaExpr") def visitColumnIdentifier(self, ctx: HogQLParser.ColumnIdentifierContext): + if ctx.PLACEHOLDER(): + return ast.Placeholder(field=parse_string_literal(ctx.PLACEHOLDER())) + table = self.visit(ctx.tableIdentifier()) if ctx.tableIdentifier() else [] nested = self.visit(ctx.nestedIdentifier()) if ctx.nestedIdentifier() else [] if len(table) == 0 and len(nested) > 0: + if isinstance(nested[0], ast.Expr): + return nested[0] text = ctx.getText().lower() if text == "true": return ast.Constant(value=True) if text == "false": return ast.Constant(value=False) - return nested + return ast.Field(chain=nested) - return ast.FieldAccessChain(chain=table + nested) + return ast.Field(chain=table + nested) def visitNestedIdentifier(self, ctx: HogQLParser.NestedIdentifierContext): chain = [self.visit(identifier) for identifier in ctx.identifier()] @@ -442,7 +445,6 @@ def visitDatabaseIdentifier(self, ctx: HogQLParser.DatabaseIdentifierContext): def visitFloatingLiteral(self, ctx: HogQLParser.FloatingLiteralContext): raise NotImplementedError(f"Unsupported node: visitFloatingLiteral") - # return ast.Constant(value=float(ctx.getText())) def visitNumberLiteral(self, ctx: HogQLParser.NumberLiteralContext): text = ctx.getText() diff --git a/posthog/hogql/placeholders.py b/posthog/hogql/placeholders.py new file mode 100644 index 0000000000000..a3b543e2a0804 --- /dev/null +++ b/posthog/hogql/placeholders.py @@ -0,0 +1,18 @@ +from typing import Dict + +from posthog.hogql import ast +from posthog.hogql.visitor import EverythingVisitor + + +def replace_placeholders(node: ast.Expr, placeholders: Dict[str, ast.Expr]) -> ast.Expr: + return ReplacePlaceholders(placeholders).visit(node) + + +class ReplacePlaceholders(EverythingVisitor): + def __init__(self, placeholders: Dict[str, ast.Expr]): + self.placeholders = placeholders + + def visit_placeholder(self, node): + if node.field in self.placeholders: + return self.placeholders[node.field] + raise ValueError(f"Placeholder '{node.field}' not found in provided dict: {', '.join(list(self.placeholders))}") diff --git a/posthog/hogql/print_string.py b/posthog/hogql/print_string.py new file mode 100644 index 0000000000000..7b227acf97d82 --- /dev/null +++ b/posthog/hogql/print_string.py @@ -0,0 +1,23 @@ +import re + +# Copied from clickhouse_driver.util.escape, adapted from single quotes to backquotes. +backquote_escape_chars_map = { + "\b": "\\b", + "\f": "\\f", + "\r": "\\r", + "\n": "\\n", + "\t": "\\t", + "\0": "\\0", + "\a": "\\a", + "\v": "\\v", + "\\": "\\\\", + "`": "\\`", +} + + +# Copied from clickhouse_driver.util.escape, adapted from single quotes to backquotes. +def print_hogql_identifier(identifier: str) -> str: + if re.match(r"^[A-Za-z_$][A-Za-z0-9_$]*$", identifier): + return identifier + + return "`%s`" % "".join(backquote_escape_chars_map.get(c, c) for c in identifier) diff --git a/posthog/hogql/printer.py b/posthog/hogql/printer.py new file mode 100644 index 0000000000000..61c2ee7020d1b --- /dev/null +++ b/posthog/hogql/printer.py @@ -0,0 +1,213 @@ +from typing import List, Literal + +from posthog.hogql import ast +from posthog.hogql.constants import ( + CLICKHOUSE_FUNCTIONS, + EVENT_FIELDS, + EVENT_PERSON_FIELDS, + HOGQL_AGGREGATIONS, + KEYWORDS, + SELECT_STAR_FROM_EVENTS_FIELDS, +) +from posthog.hogql.context import HogQLContext, HogQLFieldAccess +from posthog.hogql.parser import parse_expr +from posthog.hogql.print_string import print_hogql_identifier + + +def print_ast( + node: ast.AST, stack: List[ast.AST], context: HogQLContext, dialect: Literal["hogql", "clickhouse"] +) -> str: + """Translate a parsed HogQL expression in the shape of a Python AST into a Clickhouse expression.""" + stack.append(node) + + if isinstance(node, ast.BinaryOperation): + if node.op == ast.BinaryOperationType.Add: + response = f"plus({print_ast(node.left, stack, context, dialect)}, {print_ast(node.right, stack, context, dialect)})" + elif node.op == ast.BinaryOperationType.Sub: + response = f"minus({print_ast(node.left, stack, context, dialect)}, {print_ast(node.right, stack, context, dialect)})" + elif node.op == ast.BinaryOperationType.Mult: + response = f"multiply({print_ast(node.left, stack, context, dialect)}, {print_ast(node.right, stack, context, dialect)})" + elif node.op == ast.BinaryOperationType.Div: + response = f"divide({print_ast(node.left, stack, context, dialect)}, {print_ast(node.right, stack, context, dialect)})" + elif node.op == ast.BinaryOperationType.Mod: + response = f"modulo({print_ast(node.left, stack, context, dialect)}, {print_ast(node.right, stack, context, dialect)})" + else: + raise ValueError(f"Unknown BinaryOperationType {node.op}") + elif isinstance(node, ast.And): + response = f"and({', '.join([print_ast(operand, stack, context, dialect) for operand in node.exprs])})" + elif isinstance(node, ast.Or): + response = f"or({', '.join([print_ast(operand, stack, context, dialect) for operand in node.exprs])})" + elif isinstance(node, ast.Not): + response = f"not({print_ast(node.expr, stack, context, dialect)})" + elif isinstance(node, ast.OrderExpr): + response = f"{print_ast(node.expr, stack, context, dialect)} {node.order}" + elif isinstance(node, ast.CompareOperation): + left = print_ast(node.left, stack, context, dialect) + right = print_ast(node.right, stack, context, dialect) + if node.op == ast.CompareOperationType.Eq: + if isinstance(node.right, ast.Constant) and node.right.value is None: + response = f"isNull({left})" + else: + response = f"equals({left}, {right})" + elif node.op == ast.CompareOperationType.NotEq: + if isinstance(node.right, ast.Constant) and node.right.value is None: + response = f"isNotNull({left})" + else: + response = f"notEquals({left}, {right})" + elif node.op == ast.CompareOperationType.Gt: + response = f"greater({left}, {right})" + elif node.op == ast.CompareOperationType.GtE: + response = f"greaterOrEquals({left}, {right})" + elif node.op == ast.CompareOperationType.Lt: + response = f"less({left}, {right})" + elif node.op == ast.CompareOperationType.LtE: + response = f"lessOrEquals({left}, {right})" + elif node.op == ast.CompareOperationType.Like: + response = f"like({left}, {right})" + elif node.op == ast.CompareOperationType.ILike: + response = f"ilike({left}, {right})" + elif node.op == ast.CompareOperationType.NotLike: + response = f"not(like({left}, {right}))" + elif node.op == ast.CompareOperationType.NotILike: + response = f"not(ilike({left}, {right}))" + elif node.op == ast.CompareOperationType.In: + response = f"in({left}, {right})" + elif node.op == ast.CompareOperationType.NotIn: + response = f"not(in({left}, {right}))" + else: + raise ValueError(f"Unknown CompareOperationType: {type(node.op).__name__}") + elif isinstance(node, ast.Constant): + key = f"hogql_val_{len(context.values)}" + if isinstance(node.value, bool) and node.value is True: + response = "true" + elif isinstance(node.value, bool) and node.value is False: + response = "false" + elif isinstance(node.value, int) or isinstance(node.value, float): + # :WATCH_OUT: isinstance(True, int) is True (!), so check for numbers lower down the chain + response = str(node.value) + elif isinstance(node.value, str) or isinstance(node.value, list): + context.values[key] = node.value + response = f"%({key})s" + elif node.value is None: + response = "null" + else: + raise ValueError( + f"Unknown AST Constant node type '{type(node.value).__name__}' for value '{str(node.value)}'" + ) + elif isinstance(node, ast.Field): + if dialect == "hogql": + # When printing HogQL, we print the properties out as a chain instead of converting them to Clickhouse SQL + response = ".".join([print_hogql_identifier(identifier) for identifier in node.chain]) + elif node.chain == ["*"]: + query = f"tuple({','.join(SELECT_STAR_FROM_EVENTS_FIELDS)})" + response = print_ast(parse_expr(query), stack, context, dialect) + elif node.chain == ["person"]: + query = "tuple(distinct_id, person.id, person.created_at, person.properties.name, person.properties.email)" + response = print_ast(parse_expr(query), stack, context, dialect) + else: + field_access = parse_field_access(node.chain, context) + context.field_access_logs.append(field_access) + response = field_access.sql + elif isinstance(node, ast.Call): + if node.name in HOGQL_AGGREGATIONS: + context.found_aggregation = True + required_arg_count = HOGQL_AGGREGATIONS[node.name] + + if required_arg_count != len(node.args): + raise ValueError( + f"Aggregation '{node.name}' requires {required_arg_count} argument{'s' if required_arg_count != 1 else ''}, found {len(node.args)}" + ) + + # check that we're not running inside another aggregate + for stack_node in stack: + if stack_node != node and isinstance(stack_node, ast.Call) and stack_node.name in HOGQL_AGGREGATIONS: + raise ValueError( + f"Aggregation '{node.name}' cannot be nested inside another aggregation '{stack_node.name}'." + ) + + translated_args = ", ".join([print_ast(arg, stack, context, dialect) for arg in node.args]) + if dialect == "hogql": + response = f"{node.name}({translated_args})" + elif node.name == "count": + response = "count(*)" + elif node.name == "countDistinct": + response = f"count(distinct {translated_args})" + elif node.name == "countDistinctIf": + response = f"countIf(distinct {translated_args})" + else: + response = f"{node.name}({translated_args})" + + elif node.name in CLICKHOUSE_FUNCTIONS: + response = f"{CLICKHOUSE_FUNCTIONS[node.name]}({', '.join([print_ast(arg, stack, context, dialect) for arg in node.args])})" + else: + raise ValueError(f"Unsupported function call '{node.name}(...)'") + elif isinstance(node, ast.Placeholder): + raise ValueError(f"Found a Placeholder {{{node.field}}} in the tree. Can't generate query!") + else: + raise ValueError(f"Unknown AST node {type(node).__name__}") + + stack.pop() + return response + + +def parse_field_access(chain: List[str], context: HogQLContext) -> HogQLFieldAccess: + # Circular import otherwise + from posthog.models.property.util import get_property_string_expr + + """Given a list like ['properties', '$browser'] or ['uuid'], translate to the correct ClickHouse expr.""" + if len(chain) == 2: + if chain[0] == "properties": + key = f"hogql_val_{len(context.values)}" + context.values[key] = chain[1] + escaped_key = f"%({key})s" + expression, _ = get_property_string_expr( + "events", + chain[1], + escaped_key, + "properties", + ) + return HogQLFieldAccess(chain, "event.properties", chain[1], expression) + elif chain[0] == "person": + if chain[1] in EVENT_PERSON_FIELDS: + return HogQLFieldAccess(chain, "person", chain[1], f"person_{chain[1]}") + else: + raise ValueError(f"Unknown person field '{chain[1]}'") + elif len(chain) == 3 and chain[0] == "person" and chain[1] == "properties": + key = f"hogql_val_{len(context.values or {})}" + context.values[key] = chain[2] + escaped_key = f"%({key})s" + + if context.using_person_on_events: + expression, _ = get_property_string_expr( + "events", + chain[2], + escaped_key, + "person_properties", + materialised_table_column="person_properties", + ) + + else: + expression, _ = get_property_string_expr( + "person", + chain[2], + escaped_key, + "person_props", + materialised_table_column="properties", + ) + + return HogQLFieldAccess(chain, "person.properties", chain[2], expression) + elif len(chain) == 1: + if chain[0] in EVENT_FIELDS: + if chain[0] == "id": + return HogQLFieldAccess(chain, "event", "uuid", "uuid") + elif chain[0] == "properties": + return HogQLFieldAccess(chain, "event", "properties", "properties") + return HogQLFieldAccess(chain, "event", chain[0], chain[0]) + elif chain[0].startswith("person_") and chain[0][7:] in EVENT_PERSON_FIELDS: + return HogQLFieldAccess(chain, "person", chain[0][7:], chain[0]) + elif chain[0].lower() in KEYWORDS: + return HogQLFieldAccess(chain, None, None, chain[0].lower()) + else: + raise ValueError(f"Unknown event field '{chain[0]}'") + + raise ValueError(f"Unsupported property access: {chain}") diff --git a/posthog/hogql/test/test_hogql.py b/posthog/hogql/test/test_hogql.py deleted file mode 100644 index 703265ad0fdce..0000000000000 --- a/posthog/hogql/test/test_hogql.py +++ /dev/null @@ -1,281 +0,0 @@ -from typing import Optional - -from django.test.testcases import TestCase - -from posthog.hogql.hogql import HogQLContext, HogQLFieldAccess, translate_hogql - - -class TestHogQLContext(TestCase): - # Helper to always translate HogQL with a blank context - def _translate(self, query: str, context: Optional[HogQLContext] = None) -> str: - return translate_hogql(query, context or HogQLContext()) - - def test_hogql_literals(self): - self.assertEqual(self._translate("1 + 2"), "plus(1, 2)") - self.assertEqual(self._translate("-1 + 2"), "plus(-1, 2)") - self.assertEqual(self._translate("-1 - 2 / (3 + 4)"), "minus(-1, divide(2, plus(3, 4)))") - self.assertEqual(self._translate("1.0 * 2.66"), "multiply(1.0, 2.66)") - self.assertEqual(self._translate("1.0 % 2.66"), "modulo(1.0, 2.66)") - self.assertEqual(self._translate("'string'"), "%(hogql_val_0)s") - - def test_hogql_equals_null(self): - self.assertEqual(self._translate("1 == null"), "isNull(1)") - self.assertEqual(self._translate("1 != null"), "isNotNull(1)") - - def test_hogql_fields_and_properties(self): - self.assertEqual( - self._translate("properties.bla"), - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ) - self.assertEqual( - self._translate("properties['bla']"), - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ) - - context = HogQLContext() - self.assertEqual( - self._translate("properties.$bla", context), - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ) - self.assertEqual( - context.field_access_logs, - [ - HogQLFieldAccess( - ["properties", "$bla"], - "event.properties", - "$bla", - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ) - ], - ) - - context = HogQLContext() - self.assertEqual( - self._translate("person.properties.bla", context), - "replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_0)s), '^\"|\"$', '')", - ) - self.assertEqual( - context.field_access_logs, - [ - HogQLFieldAccess( - ["person", "properties", "bla"], - "person.properties", - "bla", - "replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_0)s), '^\"|\"$', '')", - ) - ], - ) - - context = HogQLContext() - self.assertEqual(self._translate("uuid", context), "uuid") - self.assertEqual(context.field_access_logs, [HogQLFieldAccess(["uuid"], "event", "uuid", "uuid")]) - - context = HogQLContext() - self.assertEqual(self._translate("event", context), "event") - self.assertEqual(context.field_access_logs, [HogQLFieldAccess(["event"], "event", "event", "event")]) - - context = HogQLContext() - self.assertEqual(self._translate("timestamp", context), "timestamp") - self.assertEqual( - context.field_access_logs, [HogQLFieldAccess(["timestamp"], "event", "timestamp", "timestamp")] - ) - - context = HogQLContext() - self.assertEqual(self._translate("distinct_id", context), "distinct_id") - self.assertEqual( - context.field_access_logs, [HogQLFieldAccess(["distinct_id"], "event", "distinct_id", "distinct_id")] - ) - - context = HogQLContext() - self.assertEqual(self._translate("person_id", context), "person_id") - self.assertEqual(context.field_access_logs, [HogQLFieldAccess(["person_id"], "person", "id", "person_id")]) - - context = HogQLContext() - self.assertEqual(self._translate("person.created_at", context), "person_created_at") - self.assertEqual( - context.field_access_logs, - [HogQLFieldAccess(["person", "created_at"], "person", "created_at", "person_created_at")], - ) - - def test_hogql_materialized_fields_and_properties(self): - try: - from ee.clickhouse.materialized_columns.analyze import materialize - except: - # EE not available? Assume we're good - self.assertEqual(1 + 2, 3) - return - materialize("events", "$browser") - self.assertEqual(self._translate("properties['$browser']"), '"mat_$browser"') - - materialize("events", "$initial_waffle", table_column="person_properties") - self.assertEqual(self._translate("person.properties['$initial_waffle']"), '"mat_pp_$initial_waffle"') - - def test_hogql_methods(self): - self.assertEqual(self._translate("count()"), "count(*)") - self.assertEqual(self._translate("countDistinct(event)"), "count(distinct event)") - self.assertEqual(self._translate("countDistinctIf(event, 1 == 2)"), "countIf(distinct event, equals(1, 2))") - self.assertEqual(self._translate("sumIf(1, 1 == 2)"), "sumIf(1, equals(1, 2))") - - def test_hogql_functions(self): - context = HogQLContext() # inline values - self.assertEqual(self._translate("abs(1)"), "abs(1)") - self.assertEqual(self._translate("max2(1,2)"), "max2(1, 2)") - self.assertEqual(self._translate("toInt('1')", context), "toInt64OrNull(%(hogql_val_0)s)") - self.assertEqual(self._translate("toFloat('1.3')", context), "toFloat64OrNull(%(hogql_val_1)s)") - - def test_hogql_expr_parse_errors(self): - self._assert_error("", "Empty query") - self._assert_error("avg(bla)", "Unknown event field 'bla'") - self._assert_error("count(2)", "Aggregation 'count' requires 0 arguments, found 1") - self._assert_error("count(2,4)", "Aggregation 'count' requires 0 arguments, found 2") - self._assert_error("countIf()", "Aggregation 'countIf' requires 1 argument, found 0") - self._assert_error("countIf(2,4)", "Aggregation 'countIf' requires 1 argument, found 2") - self._assert_error("hamburger(bla)", "Unsupported function call 'hamburger(...)'") - self._assert_error("mad(bla)", "Unsupported function call 'mad(...)'") - self._assert_error("yeet.the.cloud", "Unsupported property access: ['yeet', 'the', 'cloud']") - self._assert_error("chipotle", "Unknown event field 'chipotle'") - self._assert_error("person.chipotle", "Unknown person field 'chipotle'") - self._assert_error( - "avg(avg(properties.bla))", "Aggregation 'avg' cannot be nested inside another aggregation 'avg'." - ) - - def test_hogql_expr_syntax_errors(self): - self._assert_error("(", "line 1, column 1: no viable alternative at input '('") - self._assert_error("())", "line 1, column 1: no viable alternative at input '()'") - self._assert_error("['properties']['value']", "Unsupported node: ColumnExprArray") - self._assert_error("['properties']['value']['bla']", "Unsupported node: ColumnExprArray") - self._assert_error("select query from events", "line 1, column 13: mismatched input 'from' expecting ") - self._assert_error("this makes little sense", "2 validation errors for Column") - self._assert_error("event makes little sense", "2 validation errors for Column") - self._assert_error("1;2", "line 1, column 1: mismatched input ';' expecting") - self._assert_error("b.a(bla)", "SyntaxError: line 1, column 3: mismatched input '(' expecting '.'") - - def test_hogql_returned_properties(self): - context = HogQLContext() - self._translate("avg(properties.prop) + avg(uuid) + event", context) - self.assertEqual( - context.field_access_logs, - [ - HogQLFieldAccess( - ["properties", "prop"], - "event.properties", - "prop", - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ), - HogQLFieldAccess(["uuid"], "event", "uuid", "uuid"), - HogQLFieldAccess(["event"], "event", "event", "event"), - ], - ) - self.assertEqual(context.found_aggregation, True) - - context = HogQLContext() - self._translate("coalesce(event, properties.event)", context) - self.assertEqual( - context.field_access_logs, - [ - HogQLFieldAccess(["event"], "event", "event", "event"), - HogQLFieldAccess( - ["properties", "event"], - "event.properties", - "event", - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ), - ], - ) - self.assertEqual(context.found_aggregation, False) - - context = HogQLContext() - self._translate("count() + sum(timestamp)", context) - self.assertEqual( - context.field_access_logs, [HogQLFieldAccess(["timestamp"], "event", "timestamp", "timestamp")] - ) - self.assertEqual(context.found_aggregation, True) - - context = HogQLContext() - self._translate("event + avg(event + properties.event) + avg(event + properties.event)", context) - self.assertEqual( - context.field_access_logs, - [ - HogQLFieldAccess(["event"], "event", "event", "event"), - HogQLFieldAccess(["event"], "event", "event", "event"), - HogQLFieldAccess( - ["properties", "event"], - "event.properties", - "event", - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", - ), - HogQLFieldAccess(["event"], "event", "event", "event"), - HogQLFieldAccess( - ["properties", "event"], - "event.properties", - "event", - "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_1)s), '^\"|\"$', '')", - ), - ], - ) - self.assertEqual(context.found_aggregation, True) - - def test_hogql_logic(self): - self.assertEqual( - self._translate("event or timestamp"), - "or(event, timestamp)", - ) - self.assertEqual( - self._translate("properties.bla and properties.bla2"), - "and(replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', ''), replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_1)s), '^\"|\"$', ''))", - ) - self.assertEqual( - self._translate("event or timestamp or true or count()"), - "or(event, timestamp, true, count(*))", - ) - self.assertEqual( - self._translate("event or not timestamp"), - "or(event, not(timestamp))", - ) - - def test_hogql_comparisons(self): - context = HogQLContext() - self.assertEqual(self._translate("event == 'E'", context), "equals(event, %(hogql_val_0)s)") - self.assertEqual(self._translate("event != 'E'", context), "notEquals(event, %(hogql_val_1)s)") - self.assertEqual(self._translate("event > 'E'", context), "greater(event, %(hogql_val_2)s)") - self.assertEqual(self._translate("event >= 'E'", context), "greaterOrEquals(event, %(hogql_val_3)s)") - self.assertEqual(self._translate("event < 'E'", context), "less(event, %(hogql_val_4)s)") - self.assertEqual(self._translate("event <= 'E'", context), "lessOrEquals(event, %(hogql_val_5)s)") - self.assertEqual(self._translate("event like 'E'", context), "like(event, %(hogql_val_6)s)") - self.assertEqual(self._translate("event not like 'E'", context), "not(like(event, %(hogql_val_7)s))") - self.assertEqual(self._translate("event ilike 'E'", context), "ilike(event, %(hogql_val_8)s)") - self.assertEqual(self._translate("event not ilike 'E'", context), "not(ilike(event, %(hogql_val_9)s))") - - def test_hogql_comments(self): - context = HogQLContext() - self.assertEqual(self._translate("event -- something", context), "event") - - def test_hogql_special_root_properties(self): - self.assertEqual( - self._translate("*"), - "tuple(uuid,event,properties,timestamp,team_id,distinct_id,elements_chain,created_at,person_id,person_created_at,person_properties)", - ) - context = HogQLContext() - self.assertEqual( - self._translate("person", context), - "tuple(distinct_id, person_id, person_created_at, replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_0)s), '^\"|\"$', ''), replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_1)s), '^\"|\"$', ''))", - ) - self.assertEqual(context.values, {"hogql_val_0": "name", "hogql_val_1": "email"}) - self._assert_error("person + 1", 'Can not use the field "person" in an expression') - - def test_hogql_values(self): - context = HogQLContext() - self.assertEqual(self._translate("event == 'E'", context), "equals(event, %(hogql_val_0)s)") - self.assertEqual(context.values, {"hogql_val_0": "E"}) - self.assertEqual( - self._translate("coalesce(4.2, 5, 'lol', 'hoo')", context), - "coalesce(4.2, 5, %(hogql_val_1)s, %(hogql_val_2)s)", - ) - self.assertEqual(context.values, {"hogql_val_0": "E", "hogql_val_1": "lol", "hogql_val_2": "hoo"}) - - def _assert_error(self, expr, expected_error): - with self.assertRaises(ValueError) as context: - self._translate(expr) - if expected_error not in str(context.exception): - raise AssertionError(f"Expected '{expected_error}' in '{str(context.exception)}'") - self.assertTrue(expected_error in str(context.exception)) diff --git a/posthog/hogql/test/test_parse_string.py b/posthog/hogql/test/test_parse_string.py index 08841728aa237..2cac2ac827900 100644 --- a/posthog/hogql/test/test_parse_string.py +++ b/posthog/hogql/test/test_parse_string.py @@ -7,16 +7,20 @@ def test_quote_types(self): self.assertEqual(parse_string("`asd`"), "asd") self.assertEqual(parse_string("'asd'"), "asd") self.assertEqual(parse_string('"asd"'), "asd") + self.assertEqual(parse_string("{asd}"), "asd") def test_escaped_quotes(self): self.assertEqual(parse_string("`a``sd`"), "a`sd") self.assertEqual(parse_string("'a''sd'"), "a'sd") self.assertEqual(parse_string('"a""sd"'), 'a"sd') + self.assertEqual(parse_string("{a{{sd}"), "a{sd") + self.assertEqual(parse_string("{a}sd}"), "a}sd") def test_escaped_quotes_slash(self): self.assertEqual(parse_string("`a\\`sd`"), "a`sd") self.assertEqual(parse_string("'a\\'sd'"), "a'sd") self.assertEqual(parse_string('"a\\"sd"'), 'a"sd') + self.assertEqual(parse_string("{a\\{sd}"), "a{sd") def test_slash_escape(self): self.assertEqual(parse_string("`a\nsd`"), "a\nsd") diff --git a/posthog/hogql/test/test_parser.py b/posthog/hogql/test/test_parser.py index 2c0ea5488f04a..dfe0d7b169d36 100644 --- a/posthog/hogql/test/test_parser.py +++ b/posthog/hogql/test/test_parser.py @@ -190,57 +190,49 @@ def test_like_comparison_operations(self): ), ) - def test_boolean_operations(self): + def test_and_or(self): self.assertEqual( parse_expr("true or false"), - ast.BooleanOperation( - values=[ast.Constant(value=True), ast.Constant(value=False)], op=ast.BooleanOperationType.Or - ), + ast.Or(exprs=[ast.Constant(value=True), ast.Constant(value=False)]), ) self.assertEqual( parse_expr("true and false"), - ast.BooleanOperation( - values=[ast.Constant(value=True), ast.Constant(value=False)], op=ast.BooleanOperationType.And - ), + ast.And(exprs=[ast.Constant(value=True), ast.Constant(value=False)]), ) self.assertEqual( parse_expr("true and not false"), - ast.BooleanOperation( - values=[ast.Constant(value=True), ast.NotOperation(expr=ast.Constant(value=False))], - op=ast.BooleanOperationType.And, + ast.And( + exprs=[ast.Constant(value=True), ast.Not(expr=ast.Constant(value=False))], ), ) self.assertEqual( parse_expr("true or false or not true or 2"), - ast.BooleanOperation( - values=[ + ast.Or( + exprs=[ ast.Constant(value=True), ast.Constant(value=False), - ast.NotOperation(expr=ast.Constant(value=True)), + ast.Not(expr=ast.Constant(value=True)), ast.Constant(value=2), ], - op=ast.BooleanOperationType.Or, ), ) self.assertEqual( parse_expr("true or false and not true or 2"), - ast.BooleanOperation( - values=[ + ast.Or( + exprs=[ ast.Constant(value=True), - ast.BooleanOperation( - values=[ast.Constant(value=False), ast.NotOperation(expr=ast.Constant(value=True))], - op=ast.BooleanOperationType.And, + ast.And( + exprs=[ast.Constant(value=False), ast.Not(expr=ast.Constant(value=True))], ), ast.Constant(value=2), ], - op=ast.BooleanOperationType.Or, ), ) def test_unary_operations(self): self.assertEqual( parse_expr("not true"), - ast.NotOperation(expr=ast.Constant(value=True)), + ast.Not(expr=ast.Constant(value=True)), ) def test_parens(self): @@ -268,12 +260,12 @@ def test_parens(self): def test_field_access(self): self.assertEqual( parse_expr("event"), - ast.FieldAccess(field="event"), + ast.Field(chain=["event"]), ) self.assertEqual( parse_expr("event like '$%'"), ast.CompareOperation( - left=ast.FieldAccess(field="event"), right=ast.Constant(value="$%"), op=ast.CompareOperationType.Like + left=ast.Field(chain=["event"]), right=ast.Constant(value="$%"), op=ast.CompareOperationType.Like ), ) @@ -281,26 +273,26 @@ def test_property_access(self): self.assertEqual( parse_expr("properties.something == 1"), ast.CompareOperation( - left=ast.FieldAccessChain(chain=["properties", "something"]), + left=ast.Field(chain=["properties", "something"]), right=ast.Constant(value=1), op=ast.CompareOperationType.Eq, ), ) self.assertEqual( parse_expr("properties.something"), - ast.FieldAccessChain(chain=["properties", "something"]), + ast.Field(chain=["properties", "something"]), ) self.assertEqual( parse_expr("properties.$something"), - ast.FieldAccessChain(chain=["properties", "$something"]), + ast.Field(chain=["properties", "$something"]), ) self.assertEqual( parse_expr("person.properties.something"), - ast.FieldAccessChain(chain=["person", "properties", "something"]), + ast.Field(chain=["person", "properties", "something"]), ) self.assertEqual( parse_expr("this.can.go.on.for.miles"), - ast.FieldAccessChain(chain=["this", "can", "go", "on", "for", "miles"]), + ast.Field(chain=["this", "can", "go", "on", "for", "miles"]), ) def test_calls(self): @@ -313,16 +305,52 @@ def test_calls(self): ast.Call(name="avg", args=[ast.Constant(value=1), ast.Constant(value=2), ast.Constant(value=3)]), ) - def test_column_alias(self): + def test_alias(self): self.assertEqual( parse_expr("1 as asd"), - ast.Column(alias="asd", expr=ast.Constant(value=1)), + ast.Alias(alias="asd", expr=ast.Constant(value=1)), ) self.assertEqual( parse_expr("1 as `asd`"), - ast.Column(alias="asd", expr=ast.Constant(value=1)), + ast.Alias(alias="asd", expr=ast.Constant(value=1)), ) self.assertEqual( parse_expr("1 as `🍄`"), - ast.Column(alias="🍄", expr=ast.Constant(value=1)), + ast.Alias(alias="🍄", expr=ast.Constant(value=1)), + ) + self.assertEqual( + parse_expr("(1 as b) as `🍄`"), + ast.Alias(alias="🍄", expr=ast.Alias(alias="b", expr=ast.Constant(value=1))), + ) + + def test_expr_with_ignored_sql_comment(self): + self.assertEqual( + parse_expr("1 -- asd"), + ast.Constant(value=1), + ) + self.assertEqual( + parse_expr("1 -- 'asd'"), + ast.Constant(value=1), + ) + self.assertEqual( + parse_expr("1 -- '🍄'"), + ast.Constant(value=1), + ) + + def test_placeholders(self): + self.assertEqual( + parse_expr("{foo}"), + ast.Placeholder(field="foo"), + ) + self.assertEqual( + parse_expr("{foo}", {"foo": ast.Constant(value="bar")}), + ast.Constant(value="bar"), + ) + self.assertEqual( + parse_expr("timestamp < {timestamp}", {"timestamp": ast.Constant(value=123)}), + ast.CompareOperation( + op=ast.CompareOperationType.Lt, + left=ast.Field(chain=["timestamp"]), + right=ast.Constant(value=123), + ), ) diff --git a/posthog/hogql/test/test_placeholders.py b/posthog/hogql/test/test_placeholders.py new file mode 100644 index 0000000000000..4211c00238dfc --- /dev/null +++ b/posthog/hogql/test/test_placeholders.py @@ -0,0 +1,38 @@ +from posthog.hogql import ast +from posthog.hogql.parser import parse_expr +from posthog.hogql.placeholders import replace_placeholders +from posthog.test.base import BaseTest + + +class TestParser(BaseTest): + def test_replace_placeholders_simple(self): + expr = parse_expr("{foo}") + self.assertEqual( + expr, + ast.Placeholder(field="foo"), + ) + expr2 = replace_placeholders(expr, {"foo": ast.Constant(value="bar")}) + self.assertEqual( + expr2, + ast.Constant(value="bar"), + ) + + def test_replace_placeholders_comparison(self): + expr = parse_expr("timestamp < {timestamp}") + self.assertEqual( + expr, + ast.CompareOperation( + op=ast.CompareOperationType.Lt, + left=ast.Field(chain=["timestamp"]), + right=ast.Placeholder(field="timestamp"), + ), + ) + expr2 = replace_placeholders(expr, {"timestamp": ast.Constant(value=123)}) + self.assertEqual( + expr2, + ast.CompareOperation( + op=ast.CompareOperationType.Lt, + left=ast.Field(chain=["timestamp"]), + right=ast.Constant(value=123), + ), + ) diff --git a/posthog/hogql/test/test_print_string.py b/posthog/hogql/test/test_print_string.py new file mode 100644 index 0000000000000..044da538070a6 --- /dev/null +++ b/posthog/hogql/test/test_print_string.py @@ -0,0 +1,13 @@ +from posthog.hogql.print_string import print_hogql_identifier +from posthog.test.base import BaseTest + + +class TestPrintString(BaseTest): + def test_sanitize_clickhouse_identifier(self): + self.assertEqual(print_hogql_identifier("a"), "a") + self.assertEqual(print_hogql_identifier("$browser"), "$browser") + self.assertEqual(print_hogql_identifier("event"), "event") + self.assertEqual(print_hogql_identifier("a b c"), "`a b c`") + self.assertEqual(print_hogql_identifier("a.b.c"), "`a.b.c`") + self.assertEqual(print_hogql_identifier("a-b-c"), "`a-b-c`") + self.assertEqual(print_hogql_identifier("a#$%#"), "`a#$%#`") diff --git a/posthog/hogql/test/test_printer.py b/posthog/hogql/test/test_printer.py new file mode 100644 index 0000000000000..80e15dcb5f3d2 --- /dev/null +++ b/posthog/hogql/test/test_printer.py @@ -0,0 +1,332 @@ +from typing import Literal, Optional + +from django.test.testcases import TestCase + +from posthog.hogql.context import HogQLContext, HogQLFieldAccess +from posthog.hogql.hogql import translate_hogql + + +class TestPrinter(TestCase): + # Helper to always translate HogQL with a blank context + def _expr( + self, query: str, context: Optional[HogQLContext] = None, dialect: Literal["hogql", "clickhouse"] = "clickhouse" + ) -> str: + return translate_hogql(query, context or HogQLContext(), dialect) + + def _assert_expr_error(self, expr, expected_error, dialect: Literal["hogql", "clickhouse"] = "clickhouse"): + with self.assertRaises(ValueError) as context: + self._expr(expr, None, dialect) + if expected_error not in str(context.exception): + raise AssertionError(f"Expected '{expected_error}' in '{str(context.exception)}'") + self.assertTrue(expected_error in str(context.exception)) + + def test_literals(self): + self.assertEqual(self._expr("1 + 2"), "plus(1, 2)") + self.assertEqual(self._expr("-1 + 2"), "plus(-1, 2)") + self.assertEqual(self._expr("-1 - 2 / (3 + 4)"), "minus(-1, divide(2, plus(3, 4)))") + self.assertEqual(self._expr("1.0 * 2.66"), "multiply(1.0, 2.66)") + self.assertEqual(self._expr("1.0 % 2.66"), "modulo(1.0, 2.66)") + self.assertEqual(self._expr("'string'"), "%(hogql_val_0)s") + + def test_equals_null(self): + self.assertEqual(self._expr("1 == null"), "isNull(1)") + self.assertEqual(self._expr("1 != null"), "isNotNull(1)") + + def test_fields_and_properties(self): + self.assertEqual( + self._expr("properties.bla"), + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ) + self.assertEqual( + self._expr("properties['bla']"), + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ) + context = HogQLContext() + self.assertEqual( + self._expr("properties.$bla", context), + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ) + self.assertEqual( + context.field_access_logs, + [ + HogQLFieldAccess( + ["properties", "$bla"], + "event.properties", + "$bla", + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ) + ], + ) + + context = HogQLContext() + self.assertEqual( + self._expr("person.properties.bla", context), + "replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_0)s), '^\"|\"$', '')", + ) + self.assertEqual( + context.field_access_logs, + [ + HogQLFieldAccess( + ["person", "properties", "bla"], + "person.properties", + "bla", + "replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_0)s), '^\"|\"$', '')", + ) + ], + ) + + context = HogQLContext() + self.assertEqual(self._expr("uuid", context), "uuid") + self.assertEqual(context.field_access_logs, [HogQLFieldAccess(["uuid"], "event", "uuid", "uuid")]) + + context = HogQLContext() + self.assertEqual(self._expr("event", context), "event") + self.assertEqual(context.field_access_logs, [HogQLFieldAccess(["event"], "event", "event", "event")]) + + context = HogQLContext() + self.assertEqual(self._expr("timestamp", context), "timestamp") + self.assertEqual( + context.field_access_logs, [HogQLFieldAccess(["timestamp"], "event", "timestamp", "timestamp")] + ) + + context = HogQLContext() + self.assertEqual(self._expr("distinct_id", context), "distinct_id") + self.assertEqual( + context.field_access_logs, [HogQLFieldAccess(["distinct_id"], "event", "distinct_id", "distinct_id")] + ) + + context = HogQLContext() + self.assertEqual(self._expr("person_id", context), "person_id") + self.assertEqual(context.field_access_logs, [HogQLFieldAccess(["person_id"], "person", "id", "person_id")]) + + context = HogQLContext() + self.assertEqual(self._expr("person.created_at", context), "person_created_at") + self.assertEqual( + context.field_access_logs, + [HogQLFieldAccess(["person", "created_at"], "person", "created_at", "person_created_at")], + ) + + def test_hogql_properties(self): + self.assertEqual( + self._expr("event", HogQLContext(), "hogql"), + "event", + ) + self.assertEqual( + self._expr("person", HogQLContext(), "hogql"), + "person", + ) + self.assertEqual( + self._expr("person.properties.$browser", HogQLContext(), "hogql"), + "person.properties.$browser", + ) + self.assertEqual( + self._expr("properties.$browser", HogQLContext(), "hogql"), + "properties.$browser", + ) + self.assertEqual( + self._expr("properties.`$browser with a space`", HogQLContext(), "hogql"), + "properties.`$browser with a space`", + ) + self.assertEqual( + self._expr('properties."$browser with a space"', HogQLContext(), "hogql"), + "properties.`$browser with a space`", + ) + self.assertEqual( + self._expr("properties['$browser with a space']", HogQLContext(), "hogql"), + "properties.`$browser with a space`", + ) + self.assertEqual( + self._expr("properties['$browser with a ` tick']", HogQLContext(), "hogql"), + "properties.`$browser with a \\` tick`", + ) + self.assertEqual( + self._expr("properties['$browser \\\\with a \\n` tick']", HogQLContext(), "hogql"), + "properties.`$browser \\\\with a \\n\\` tick`", + ) + self._assert_expr_error("properties.0", "Unsupported node: ColumnExprTupleAccess", "hogql") + self._assert_expr_error( + "properties.'no strings'", "mismatched input ''no strings'' expecting DECIMAL_LITERAL", "hogql" + ) + + def test_materialized_fields_and_properties(self): + try: + from ee.clickhouse.materialized_columns.analyze import materialize + except: + # EE not available? Assume we're good + self.assertEqual(1 + 2, 3) + return + materialize("events", "$browser") + self.assertEqual(self._expr("properties['$browser']"), '"mat_$browser"') + + materialize("events", "$initial_waffle", table_column="person_properties") + self.assertEqual(self._expr("person.properties['$initial_waffle']"), '"mat_pp_$initial_waffle"') + + def test_methods(self): + self.assertEqual(self._expr("count()"), "count(*)") + self.assertEqual(self._expr("countDistinct(event)"), "count(distinct event)") + self.assertEqual(self._expr("countDistinctIf(event, 1 == 2)"), "countIf(distinct event, equals(1, 2))") + self.assertEqual(self._expr("sumIf(1, 1 == 2)"), "sumIf(1, equals(1, 2))") + + def test_functions(self): + context = HogQLContext() # inline values + self.assertEqual(self._expr("abs(1)"), "abs(1)") + self.assertEqual(self._expr("max2(1,2)"), "max2(1, 2)") + self.assertEqual(self._expr("toInt('1')", context), "toInt64OrNull(%(hogql_val_0)s)") + self.assertEqual(self._expr("toFloat('1.3')", context), "toFloat64OrNull(%(hogql_val_1)s)") + + def test_expr_parse_errors(self): + self._assert_expr_error("", "Empty query") + self._assert_expr_error("avg(bla)", "Unknown event field 'bla'") + self._assert_expr_error("count(2)", "Aggregation 'count' requires 0 arguments, found 1") + self._assert_expr_error("count(2,4)", "Aggregation 'count' requires 0 arguments, found 2") + self._assert_expr_error("countIf()", "Aggregation 'countIf' requires 1 argument, found 0") + self._assert_expr_error("countIf(2,4)", "Aggregation 'countIf' requires 1 argument, found 2") + self._assert_expr_error("hamburger(bla)", "Unsupported function call 'hamburger(...)'") + self._assert_expr_error("mad(bla)", "Unsupported function call 'mad(...)'") + self._assert_expr_error("yeet.the.cloud", "Unsupported property access: ['yeet', 'the', 'cloud']") + self._assert_expr_error("chipotle", "Unknown event field 'chipotle'") + self._assert_expr_error("person.chipotle", "Unknown person field 'chipotle'") + self._assert_expr_error( + "avg(avg(properties.bla))", "Aggregation 'avg' cannot be nested inside another aggregation 'avg'." + ) + + def test_expr_syntax_errors(self): + self._assert_expr_error("(", "line 1, column 1: no viable alternative at input '('") + self._assert_expr_error("())", "line 1, column 1: no viable alternative at input '()'") + self._assert_expr_error("['properties']['value']", "Unsupported node: ColumnExprArray") + self._assert_expr_error("['properties']['value']['bla']", "Unsupported node: ColumnExprArray") + self._assert_expr_error( + "select query from events", "line 1, column 13: mismatched input 'from' expecting " + ) + self._assert_expr_error("this makes little sense", "Unknown AST node Alias") + self._assert_expr_error("event makes little sense", "Unknown AST node Alias") + self._assert_expr_error("1;2", "line 1, column 1: mismatched input ';' expecting") + self._assert_expr_error("b.a(bla)", "SyntaxError: line 1, column 3: mismatched input '(' expecting '.'") + + def test_returned_properties(self): + context = HogQLContext() + self._expr("avg(properties.prop) + avg(uuid) + event", context) + self.assertEqual( + context.field_access_logs, + [ + HogQLFieldAccess( + ["properties", "prop"], + "event.properties", + "prop", + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ), + HogQLFieldAccess(["uuid"], "event", "uuid", "uuid"), + HogQLFieldAccess(["event"], "event", "event", "event"), + ], + ) + self.assertEqual(context.found_aggregation, True) + + context = HogQLContext() + self._expr("coalesce(event, properties.event)", context) + self.assertEqual( + context.field_access_logs, + [ + HogQLFieldAccess(["event"], "event", "event", "event"), + HogQLFieldAccess( + ["properties", "event"], + "event.properties", + "event", + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ), + ], + ) + self.assertEqual(context.found_aggregation, False) + + context = HogQLContext() + self._expr("count() + sum(timestamp)", context) + self.assertEqual( + context.field_access_logs, [HogQLFieldAccess(["timestamp"], "event", "timestamp", "timestamp")] + ) + self.assertEqual(context.found_aggregation, True) + + context = HogQLContext() + self._expr("event + avg(event + properties.event) + avg(event + properties.event)", context) + self.assertEqual( + context.field_access_logs, + [ + HogQLFieldAccess(["event"], "event", "event", "event"), + HogQLFieldAccess(["event"], "event", "event", "event"), + HogQLFieldAccess( + ["properties", "event"], + "event.properties", + "event", + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', '')", + ), + HogQLFieldAccess(["event"], "event", "event", "event"), + HogQLFieldAccess( + ["properties", "event"], + "event.properties", + "event", + "replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_1)s), '^\"|\"$', '')", + ), + ], + ) + self.assertEqual(context.found_aggregation, True) + + def test_logic(self): + self.assertEqual( + self._expr("event or timestamp"), + "or(event, timestamp)", + ) + self.assertEqual( + self._expr("properties.bla and properties.bla2"), + "and(replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_0)s), '^\"|\"$', ''), replaceRegexpAll(JSONExtractRaw(properties, %(hogql_val_1)s), '^\"|\"$', ''))", + ) + self.assertEqual( + self._expr("event or timestamp or true or count()"), + "or(event, timestamp, true, count(*))", + ) + self.assertEqual( + self._expr("event or not timestamp"), + "or(event, not(timestamp))", + ) + + def test_comparisons(self): + context = HogQLContext() + self.assertEqual(self._expr("event == 'E'", context), "equals(event, %(hogql_val_0)s)") + self.assertEqual(self._expr("event != 'E'", context), "notEquals(event, %(hogql_val_1)s)") + self.assertEqual(self._expr("event > 'E'", context), "greater(event, %(hogql_val_2)s)") + self.assertEqual(self._expr("event >= 'E'", context), "greaterOrEquals(event, %(hogql_val_3)s)") + self.assertEqual(self._expr("event < 'E'", context), "less(event, %(hogql_val_4)s)") + self.assertEqual(self._expr("event <= 'E'", context), "lessOrEquals(event, %(hogql_val_5)s)") + self.assertEqual(self._expr("event like 'E'", context), "like(event, %(hogql_val_6)s)") + self.assertEqual(self._expr("event not like 'E'", context), "not(like(event, %(hogql_val_7)s))") + self.assertEqual(self._expr("event ilike 'E'", context), "ilike(event, %(hogql_val_8)s)") + self.assertEqual(self._expr("event not ilike 'E'", context), "not(ilike(event, %(hogql_val_9)s))") + self.assertEqual(self._expr("event in 'E'", context), "in(event, %(hogql_val_10)s)") + self.assertEqual(self._expr("event not in 'E'", context), "not(in(event, %(hogql_val_11)s))") + + def test_comments(self): + context = HogQLContext() + self.assertEqual(self._expr("event -- something", context), "event") + + def test_special_root_properties(self): + self.assertEqual( + self._expr("*"), + "tuple(uuid, event, properties, timestamp, team_id, distinct_id, elements_chain, created_at, person_id, person_created_at, person_properties)", + ) + context = HogQLContext() + self.assertEqual( + self._expr("person", context), + "tuple(distinct_id, person_id, person_created_at, replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_0)s), '^\"|\"$', ''), replaceRegexpAll(JSONExtractRaw(person_properties, %(hogql_val_1)s), '^\"|\"$', ''))", + ) + self.assertEqual(context.values, {"hogql_val_0": "name", "hogql_val_1": "email"}) + + def test_values(self): + context = HogQLContext() + self.assertEqual(self._expr("event == 'E'", context), "equals(event, %(hogql_val_0)s)") + self.assertEqual(context.values, {"hogql_val_0": "E"}) + self.assertEqual( + self._expr("coalesce(4.2, 5, 'lol', 'hoo')", context), + "coalesce(4.2, 5, %(hogql_val_1)s, %(hogql_val_2)s)", + ) + self.assertEqual(context.values, {"hogql_val_0": "E", "hogql_val_1": "lol", "hogql_val_2": "hoo"}) + + def test_no_alias_yet(self): + self._assert_expr_error("1 as team_id", "Unknown AST node Alias") + self._assert_expr_error("1 as `-- select team_id`", "Unknown AST node Alias") diff --git a/posthog/hogql/test/test_visitor.py b/posthog/hogql/test/test_visitor.py new file mode 100644 index 0000000000000..42857388f890d --- /dev/null +++ b/posthog/hogql/test/test_visitor.py @@ -0,0 +1,70 @@ +from posthog.hogql import ast +from posthog.hogql.parser import parse_expr +from posthog.hogql.visitor import EverythingVisitor +from posthog.test.base import BaseTest + + +class ConstantVisitor(EverythingVisitor): + def __init__(self): + self.constants = [] + self.fields = [] + self.operations = [] + + def visit_constant(self, node): + self.constants.append(node.value) + return super().visit_constant(node) + + def visit_field(self, node): + self.fields.append(node.chain) + return super().visit_field(node) + + def visit_binary_operation(self, node: ast.BinaryOperation): + self.operations.append(node.op) + return super().visit_binary_operation(node) + + +class TestVisitor(BaseTest): + def test_visitor_pattern(self): + visitor = ConstantVisitor() + visitor.visit(ast.Constant(value="asd")) + self.assertEqual(visitor.constants, ["asd"]) + + visitor.visit(parse_expr("1 + 3 / 'asd2'")) + self.assertEqual(visitor.operations, ["+", "/"]) + self.assertEqual(visitor.constants, ["asd", 1, 3, "asd2"]) + + def test_everything_visitor(self): + node = ast.Or( + exprs=[ + ast.And( + exprs=[ + ast.CompareOperation( + op=ast.CompareOperationType.Eq, + left=ast.Field(chain=["a"]), + right=ast.Constant(value=1), + ), + ast.BinaryOperation( + op=ast.BinaryOperationType.Add, + left=ast.Field(chain=["b"]), + right=ast.Constant(value=2), + ), + ] + ), + ast.Not( + expr=ast.Call( + name="c", + args=[ + ast.Alias( + alias="d", + expr=ast.Placeholder(field="e"), + ), + ast.OrderExpr( + expr=ast.Field(chain=["c"]), + order="DESC", + ), + ], + ) + ), + ] + ) + self.assertEqual(node, EverythingVisitor().visit(node)) diff --git a/posthog/hogql/visitor.py b/posthog/hogql/visitor.py new file mode 100644 index 0000000000000..e36ec7d6af6e4 --- /dev/null +++ b/posthog/hogql/visitor.py @@ -0,0 +1,61 @@ +from posthog.hogql import ast + + +class Visitor(object): + def visit(self, node: ast.AST): + return node.accept(self) + + +class EverythingVisitor(Visitor): + def visit_expr(self, node: ast.Expr): + raise ValueError("Can not visit generic Expr node") + + def visit_alias(self, node: ast.Alias): + return ast.Alias( + alias=node.alias, + expr=self.visit(node.expr), + ) + + def visit_binary_operation(self, node: ast.BinaryOperation): + return ast.BinaryOperation( + left=self.visit(node.left), + right=self.visit(node.right), + op=node.op, + ) + + def visit_and(self, node: ast.And): + return ast.And(exprs=[self.visit(expr) for expr in node.exprs]) + + def visit_or(self, node: ast.Or): + return ast.Or(exprs=[self.visit(expr) for expr in node.exprs]) + + def visit_compare_operation(self, node: ast.CompareOperation): + return ast.CompareOperation( + left=self.visit(node.left), + right=self.visit(node.right), + op=node.op, + ) + + def visit_not(self, node: ast.Not): + return ast.Not(expr=self.visit(node.expr)) + + def visit_order_expr(self, node: ast.OrderExpr): + return ast.OrderExpr( + expr=self.visit(node.expr), + order=node.order, + ) + + def visit_constant(self, node: ast.Constant): + return node + + def visit_field(self, node: ast.Field): + return node + + def visit_placeholder(self, node: ast.Placeholder): + return node + + def visit_call(self, call: ast.Call): + return ast.Call( + name=call.name, + args=[self.visit(arg) for arg in call.args], + ) diff --git a/posthog/models/event/query_event_list.py b/posthog/models/event/query_event_list.py index 6dabbdcc23063..847369a2fc951 100644 --- a/posthog/models/event/query_event_list.py +++ b/posthog/models/event/query_event_list.py @@ -8,7 +8,9 @@ from posthog.api.utils import get_pk_or_uuid from posthog.clickhouse.client.connection import Workload -from posthog.hogql.hogql import SELECT_STAR_FROM_EVENTS_FIELDS, HogQLContext, translate_hogql +from posthog.hogql.constants import SELECT_STAR_FROM_EVENTS_FIELDS +from posthog.hogql.context import HogQLContext +from posthog.hogql.hogql import translate_hogql from posthog.models import Action, Filter, Person, Team from posthog.models.action.util import format_action_filter from posthog.models.element import chain_to_elements @@ -300,13 +302,13 @@ def convert_star_select_to_dict(select: Tuple[Any]) -> Dict[str, Any]: new_result = dict(zip(SELECT_STAR_FROM_EVENTS_FIELDS, select)) new_result["properties"] = json.loads(new_result["properties"]) new_result["person"] = { - "id": new_result["person_id"], - "created_at": new_result["person_created_at"], - "properties": json.loads(new_result["person_properties"]), + "id": new_result["person.id"], + "created_at": new_result["person.created_at"], + "properties": json.loads(new_result["person.properties"]), } - new_result.pop("person_id") - new_result.pop("person_created_at") - new_result.pop("person_properties") + new_result.pop("person.id") + new_result.pop("person.created_at") + new_result.pop("person.properties") if new_result["elements_chain"]: new_result["elements"] = ElementSerializer(chain_to_elements(new_result["elements_chain"]), many=True).data return new_result