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/*
* Copyright (c) 2021-2026, NVIDIA CORPORATION.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.nvidia.spark.rapids
import java.util.regex.PatternSyntaxException
import scala.collection.mutable.ListBuffer
import org.scalatest.funsuite.AnyFunSuite
// Java replacement strings such as ${1} are intentionally not Scala interpolated strings.
@scala.annotation.nowarn("cat=lint-missing-interpolator")
class RegularExpressionParserSuite extends AnyFunSuite {
test("detect regexp strings") {
// Based on https://docs.oracle.com/javase/8/docs/api/java/util/regex/Pattern.html
val strings: Seq[String] = Seq("\\", "\u0000", "\\x00", "\\.",
"\f", "\\a", "\\e", "\\cx", "[abc]", "^", "[a-z&&[def]]", ".", "*", "\\d", "\\D",
"\\h", "\\H", "\\s", "\\S", "\\v", "\\V", "\\w", "\\w", "\\p", "$", "\\b", "\\B",
"\\A", "\\G", "\\Z", "\\z", "\\R", "?", "|", "(abc)", "a{1,}", "\\k", "\\Q", "\\E")
for (string <- strings) {
assert(RegexParser.isRegExpString(string))
}
}
test("detect non-regexp strings") {
val strings = Seq("A", ",", "\t", ":", "")
for (string <- strings) {
assert(!RegexParser.isRegExpString(string))
}
}
test("empty pattern") {
assert(parse("") === RegexSequence(ListBuffer()))
}
test("simple quantifier") {
assert(parse("a{1}") ===
RegexSequence(ListBuffer(
RegexRepetition(RegexChar('a'), QuantifierFixedLength(1)))))
}
test("not a quantifier") {
assert(parse("{1}") ===
RegexSequence(ListBuffer(
RegexChar('{'), RegexChar('1'),RegexEscaped('}'))))
}
test("nested repetition") {
assert(parse("a*+") ===
RegexSequence(ListBuffer(
RegexRepetition(
RegexRepetition(RegexChar('a'), SimpleQuantifier('*')),
SimpleQuantifier('+')))))
}
test("choice") {
assert(parse("a|b") ===
RegexChoice(RegexSequence(ListBuffer(RegexChar('a'))),
RegexSequence(ListBuffer(RegexChar('b')))))
}
test("group") {
assert(parse("(a)(b)") ===
RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(RegexChar('a')))),
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(RegexChar('b')))))))
assert(parse("(?:a)(?:b)") ===
RegexSequence(ListBuffer(
RegexGroup(RegexGroup.NonCapturing, RegexSequence(ListBuffer(RegexChar('a')))),
RegexGroup(RegexGroup.NonCapturing, RegexSequence(ListBuffer(RegexChar('b')))))))
assert(parse("(?=a)(?!b)(?<=c)(?<!d)(?>e)(?<n>f)") ===
RegexSequence(ListBuffer(
RegexGroup(RegexGroup.PositiveLookahead, RegexSequence(ListBuffer(RegexChar('a')))),
RegexGroup(RegexGroup.NegativeLookahead, RegexSequence(ListBuffer(RegexChar('b')))),
RegexGroup(RegexGroup.PositiveLookbehind, RegexSequence(ListBuffer(RegexChar('c')))),
RegexGroup(RegexGroup.NegativeLookbehind, RegexSequence(ListBuffer(RegexChar('d')))),
RegexGroup(RegexGroup.Independent, RegexSequence(ListBuffer(RegexChar('e')))),
RegexGroup(RegexGroup.Named("n"), RegexSequence(ListBuffer(RegexChar('f')))))))
}
test("character class") {
assert(parse("[a-z+A-Z]") ===
RegexSequence(ListBuffer(
RegexCharacterClass(negated = false,
ListBuffer(
RegexCharacterRange(RegexChar('a'), RegexChar('z')),
RegexChar('+'),
RegexCharacterRange(RegexChar('A'), RegexChar('Z')))))))
}
test("character class complex example") {
assert(parse("[^]+d]+") === RegexSequence(ListBuffer(
RegexRepetition(
RegexCharacterClass(negated = true,
ListBuffer(RegexChar(']'), RegexChar('+'), RegexChar('d'))),
SimpleQuantifier('+')))))
}
test("character classes containing ']'") {
// "[]a]" is a valid character class containing ']' and 'a'
assert(parse("[]a]") ===
RegexSequence(ListBuffer(
RegexCharacterClass(negated = false,
ListBuffer(RegexChar(']'), RegexChar('a'))))))
// "[^]a]" is a valid negated character class containing ']' and 'a'
assert(parse("[^]a]") ===
RegexSequence(ListBuffer(
RegexCharacterClass(negated = true,
ListBuffer(RegexChar(']'), RegexChar('a'))))))
// "[a]]" is a valid character class "[a]" followed by character ']'
assert(parse("[a]]") ===
RegexSequence(ListBuffer(
RegexCharacterClass(negated = false,
ListBuffer(RegexChar('a'))), RegexEscaped(']'))))
}
test("escaped brackets") {
assert(parse("\\[([A-Z]+)\\]") ===
RegexSequence(ListBuffer(
RegexEscaped('['),
RegexGroup(RegexGroup.Capturing,
RegexSequence(ListBuffer(
RegexRepetition(
RegexCharacterClass(negated = false, ListBuffer(
RegexCharacterRange(RegexChar('A'), RegexChar('Z')))),
SimpleQuantifier('+')
)
))
),
RegexEscaped(']')
))
)
}
test("unclosed character class") {
val e = intercept[PatternSyntaxException] {
parse("[ab")
}
assert(e.getMessage.contains("Unclosed"))
}
test("hex digit") {
assert(parse(raw"\xFF") ===
RegexSequence(ListBuffer(RegexHexDigit("FF"))))
}
test("variable length hex digit") {
assert(parse(raw"\x{ABC}") ===
RegexSequence(ListBuffer(RegexHexDigit("ABC"))))
}
test("non-braced \\xNN caps at 2 hex digits") {
// Java spec: non-braced \x consumes EXACTLY two hex digits; any trailing
// hex digits are part of the surrounding pattern. Previously the parser
// greedily consumed all subsequent hex digits and then rejected the
// pattern because the consumed string wasn't 2 chars long.
// \x61 followed by literal 'a' (the canonical bug repro).
assert(parse(raw"\x61a") ===
RegexSequence(ListBuffer(RegexHexDigit("61"), RegexChar('a'))))
// \x41 followed by literal 'f' — 'f' is a hex digit and used to be
// swallowed by the greedy loop.
assert(parse(raw"\x41f") ===
RegexSequence(ListBuffer(RegexHexDigit("41"), RegexChar('f'))))
// \x05 followed by digit '7' — '7' is also a hex digit.
assert(parse(raw"\x057") ===
RegexSequence(ListBuffer(RegexHexDigit("05"), RegexChar('7'))))
// Inside a character class: \x41 followed by literal 'b' as a class
// member. parseCharacterClass narrows non-zero \xNN into a RegexChar with
// the resolved codepoint, so 0x41 -> 'A'. Confirms the 2-digit cap is
// applied through parseCharacterClass too (without it the parser would
// reject "[\\x41b]" as "Invalid hex digit: 41b").
assert(parse(raw"[\x41b]") ===
RegexSequence(ListBuffer(
RegexCharacterClass(negated = false,
ListBuffer(RegexChar('A'), RegexChar('b'))))))
// Braced form must still consume more than 2 hex digits.
assert(parse(raw"\x{1F600}") ===
RegexSequence(ListBuffer(RegexHexDigit("1F600"))))
}
test("octal digit") {
val digits = Seq("00", "01", "076", "077", "0123", "0177", "0377")
for (digit <- digits) {
assert(parse(raw"\$digit") ===
RegexSequence(ListBuffer(RegexOctalChar(digit))))
}
// parsing of the octal digit should terminate after parsing "\01"
assert(parse(raw"\018") ===
RegexSequence(ListBuffer(RegexOctalChar("01"), RegexChar('8'))))
// parsing of the octal digit should terminate after parsing "\47"
assert(parse(raw"\0477") ===
RegexSequence(ListBuffer(RegexOctalChar("047"), RegexChar('7'))))
}
test("repetition with group containing simple repetition") {
assert(parse("(3?)+") ===
RegexSequence(ListBuffer(RegexRepetition(RegexGroup(RegexGroup.Capturing,
RegexSequence(ListBuffer(RegexRepetition(RegexChar('3'),
SimpleQuantifier('?'))))),SimpleQuantifier('+')))))
}
test("repetition with group containing escape character") {
assert(parse(raw"(\A)+") ===
RegexSequence(ListBuffer(RegexRepetition(RegexGroup(RegexGroup.Capturing,
RegexSequence(ListBuffer(RegexEscaped('A')))),
SimpleQuantifier('+'))))
)
assert(parse(raw"(?:\A)+") ===
RegexSequence(ListBuffer(RegexRepetition(RegexGroup(RegexGroup.NonCapturing,
RegexSequence(ListBuffer(RegexEscaped('A')))),
SimpleQuantifier('+'))))
)
}
test("group containing choice with repetition") {
assert(parse("(\t+|a)") == RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexChoice(RegexSequence(ListBuffer(
RegexRepetition(RegexChar('\t'),SimpleQuantifier('+')))),
RegexSequence(ListBuffer(RegexChar('a'))))))))
}
test("multiple choice (2)") {
assert(parse("aa|bb") == RegexChoice(RegexSequence(ListBuffer(RegexChar('a'), RegexChar('a'))),
RegexSequence(ListBuffer(RegexChar('b'), RegexChar('b')))
))
}
test("multiple choice (3)") {
assert(parse("aa|bb|cc") ==
RegexChoice(RegexSequence(ListBuffer(RegexChar('a'), RegexChar('a'))),
RegexChoice(RegexSequence(ListBuffer(RegexChar('b'), RegexChar('b'))),
RegexSequence(ListBuffer(RegexChar('c'), RegexChar('c')))
)))
}
test("group containing quantifier") {
val e = intercept[RegexUnsupportedException] {
parse("(?)")
}
assert(e.getMessage.startsWith("Base expression cannot start with quantifier"))
assert(parse("(?:a?)") === RegexSequence(ListBuffer(
RegexGroup(RegexGroup.NonCapturing, RegexSequence(ListBuffer(
RegexRepetition(RegexChar('a'), SimpleQuantifier('?'))))))))
}
test("group not starting with ? is a capturing group") {
assert(parse("(=a)") === RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexChar('='), RegexChar('a')))))))
assert(parse("(!a)") === RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexChar('!'), RegexChar('a')))))))
}
test("complex expression") {
val ast = parse(
"^" + // start of line
"[+\\-]?" + // optional + or - at start of string
"(" +
"(" +
"(" +
"([0-9]+)|" + // digits, OR
"([0-9]*\\.[0-9]+)|" + // decimal with optional leading and mandatory trailing, OR
"([0-9]+\\.[0-9]*)" + // decimal with mandatory leading and optional trailing
")" +
"([eE][+\\-]?[0-9]+)?" + // exponent
"[fFdD]?" + // floating-point designator
")" +
"|Inf" + // Infinity
"|[nN][aA][nN]" + // NaN
")" +
"$" // end of line
)
assert(ast ===
RegexSequence(ListBuffer(RegexChar('^'),
RegexRepetition(RegexCharacterClass(negated = false, ListBuffer(
RegexChar('+'), RegexEscaped('-'))), SimpleQuantifier('?')),
RegexGroup(RegexGroup.Capturing, RegexChoice(RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexChoice(RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexRepetition(RegexCharacterClass(negated = false, ListBuffer(
RegexCharacterRange(RegexChar('0'), RegexChar('9')))),
SimpleQuantifier('+'))))))),
RegexChoice(RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexRepetition(
RegexCharacterClass(negated = false, ListBuffer(
RegexCharacterRange(RegexChar('0'), RegexChar('9')))),
SimpleQuantifier('*')), RegexEscaped('.'),
RegexRepetition(
RegexCharacterClass(negated = false, ListBuffer(
RegexCharacterRange(RegexChar('0'), RegexChar('9')))),
SimpleQuantifier('+'))))))), RegexSequence(ListBuffer(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexRepetition(
RegexCharacterClass(negated = false, ListBuffer(
RegexCharacterRange(RegexChar('0'), RegexChar('9')))),
SimpleQuantifier('+')), RegexEscaped('.'),
RegexRepetition(RegexCharacterClass(negated = false,
ListBuffer(RegexCharacterRange(RegexChar('0'), RegexChar('9')))),
SimpleQuantifier('*')))))))))),
RegexRepetition(
RegexGroup(RegexGroup.Capturing, RegexSequence(ListBuffer(
RegexCharacterClass(negated = false, ListBuffer(RegexChar('e'), RegexChar('E'))),
RegexRepetition(RegexCharacterClass(negated = false,
ListBuffer(RegexChar('+'), RegexEscaped('-'))),SimpleQuantifier('?')),
RegexRepetition(RegexCharacterClass(negated = false,
ListBuffer(RegexCharacterRange(RegexChar('0'), RegexChar('9')))),
SimpleQuantifier('+'))))), SimpleQuantifier('?')),
RegexRepetition(RegexCharacterClass(negated = false, ListBuffer(
RegexChar('f'), RegexChar('F'), RegexChar('d'), RegexChar('D'))),
SimpleQuantifier('?'))))))),
RegexChoice(RegexSequence(ListBuffer(
RegexChar('I'), RegexChar('n'), RegexChar('f'))),
RegexSequence(ListBuffer(
RegexCharacterClass(negated = false,
ListBuffer(RegexChar('n'), RegexChar('N'))),
RegexCharacterClass(negated = false,
ListBuffer(RegexChar('a'), RegexChar('A'))),
RegexCharacterClass(negated = false,
ListBuffer(RegexChar('n'), RegexChar('N')))))))),
RegexChar('$'))))
}
test("\\1 in replacement is a literal backslash+digit, not a group backref") {
val repl = new RegexParser(raw"\1").parseReplacement(numCaptureGroups = 1)
assert(repl.parts.toList === List(RegexChar('\\'), RegexChar('1')))
}
test("\\a in replacement is the literal character a") {
val repl = new RegexParser(raw"\a").parseReplacement(numCaptureGroups = 0)
assert(repl.parts.toList === List(RegexChar('\\'), RegexChar('a')))
}
test("backslash plus non-ASCII Unicode digit is literal in replacement") {
for (digit <- Seq('١', '१', '۱')) {
val repl = new RegexParser(raw"\$digit").parseReplacement(numCaptureGroups = 1)
assert(repl.parts.toList === List(RegexChar('\\'), RegexChar(digit)))
}
}
test("trailing \\ in replacement throws") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("""abc\""").parseReplacement(numCaptureGroups = 0)
}
assert(ex.getMessage.contains("character to be escaped is missing"))
}
test("bare $X for non-digit X throws") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("$x").parseReplacement(numCaptureGroups = 0)
}
assert(ex.getMessage.contains("Illegal group reference"))
}
test("trailing bare $ throws") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("abc$").parseReplacement(numCaptureGroups = 0)
}
assert(ex.getMessage.contains("Illegal group reference"))
}
test("dollar-brace-digit-brace throws") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("""${1}""").parseReplacement(numCaptureGroups = 1)
}
assert(ex.getMessage.contains("Illegal group reference"))
assert(ex.getMessage.contains("digit"))
}
test("non-ASCII Unicode digit in braced group reference triggers GPU fallback") {
for (rep <- Seq("""${١}""", """${१}""", """${۱}""")) {
val e = intercept[RegexUnsupportedException] {
new RegexParser(rep).parseReplacement(numCaptureGroups = 4)
}
assert(e.getMessage.startsWith("Illegal group reference"),
s"unexpected message for replacement '$rep': ${e.getMessage}")
}
}
test("dollar-brace-name-brace for named group is not supported on GPU") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("""${name}""").parseReplacement(numCaptureGroups = 1)
}
assert(ex.getMessage.contains("Named-group reference"))
}
test("dollar-brace-name with missing closing brace throws") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("""${name""").parseReplacement(numCaptureGroups = 0)
}
assert(ex.getMessage.contains("Illegal group reference"))
}
test("dollar-brace with empty body throws") {
val ex = intercept[RegexUnsupportedException] {
new RegexParser("""${}""").parseReplacement(numCaptureGroups = 0)
}
assert(ex.getMessage.contains("Illegal group reference"))
}
test("numbered backref $0 still works") {
val repl = new RegexParser("$0").parseReplacement(numCaptureGroups = 0)
assert(repl.parts.toList === List(RegexChar('$'), RegexChar('0')))
}
test("numbered backref $1 still works") {
val repl = new RegexParser("$1").parseReplacement(numCaptureGroups = 1)
assert(repl.parts.toList === List(RegexChar('$'), RegexChar('1')))
}
test("numbered backref $12 preserves raw digits for conversion") {
val repl = new RegexParser("$12").parseReplacement(numCaptureGroups = 12)
assert(repl.parts.toList === List(RegexChar('$'), RegexChar('1'), RegexChar('2')))
}
test("numbered backref with leading zero preserves raw digits for conversion") {
val repl = new RegexParser("$09").parseReplacement(numCaptureGroups = 1)
assert(repl.parts.toList === List(RegexChar('$'), RegexChar('0'), RegexChar('9')))
}
test("escaped metachar \\$ in replacement keeps the \\ pair") {
val repl = new RegexParser("""\$""").parseReplacement(numCaptureGroups = 0)
assert(repl.parts.toList === List(RegexChar('\\'), RegexChar('$')))
}
test("escaped backslash \\\\ in replacement keeps the \\ pair") {
val repl = new RegexParser("""\\""").parseReplacement(numCaptureGroups = 0)
assert(repl.parts.toList === List(RegexChar('\\'), RegexChar('\\')))
}
test("escaped dollar before digit \\$1 keeps the \\ pair as literals (not a backref)") {
// Java appendReplacement: `\` escapes the `$`, so `\$1` is the literal text `$1`.
val repl = new RegexParser("""\$1""").parseReplacement(numCaptureGroups = 1)
assert(repl.parts.toList === List(RegexChar('\\'), RegexChar('$'), RegexChar('1')))
}
test("double backslash before dollar \\\\$1 does NOT escape the $ (real backref)") {
// `\\` is an escaped backslash; the following `$1` is a genuine group-1 backref.
val repl = new RegexParser("""\\$1""").parseReplacement(numCaptureGroups = 1)
assert(repl.parts.toList ===
List(RegexChar('\\'), RegexChar('\\'), RegexChar('$'), RegexChar('1')))
}
test("non-ASCII Unicode digit after `$` triggers GPU fallback") {
for (rep <- Seq("$٢", "$१", "$۱")) {
val e = intercept[RegexUnsupportedException] {
new RegexParser(rep).parseReplacement(numCaptureGroups = 4)
}
assert(e.getMessage.startsWith("Illegal group reference"),
s"unexpected message for replacement '$rep': ${e.getMessage}")
}
}
private def parse(pattern: String): RegexAST = {
new RegexParser(pattern).parse()
}
}