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//===----------------------------------------------------------------------===//
//
// This source file is part of the Swift.org open source project
//
// Copyright (c) 2024 Apple Inc. and the Swift project authors
// Licensed under Apache License v2.0 with Runtime Library Exception
//
// See https://swift.org/LICENSE.txt for license information
// See https://swift.org/CONTRIBUTORS.txt for the list of Swift project authors
//
//===----------------------------------------------------------------------===//
import Foundation
/// The pattern that the user has typed and which should be used to cull and score results.
package final class Pattern: Sendable {
package typealias ContentType = Candidate.ContentType
package typealias UTF8Bytes = UnsafeBufferPointer<UInt8>
package typealias UTF8ByteRange = Range<Int>
package enum Precision {
case fast
case thorough
}
package let text: String
/// These all have pattern in the name to avoid confusion with their candidate counterparts in functions operating on both.
// `nonisolated(unsafe)` is fine because the underlying buffer is never modified.
private nonisolated(unsafe) let patternMixedcaseBytes: UTF8Bytes
private nonisolated(unsafe) let patternLowercaseBytes: UTF8Bytes
private let patternRejectionFilter: RejectionFilter
/// For each byte in `text`, a rejection filter that contains all the characters occurring after or at that offset.
///
/// This way when we have already matched the first 4 bytes, we can check which characters occur from byte 5 onwards
/// and check that they appear in the candidate's remaining text.
private let patternSuccessiveRejectionFilters: [RejectionFilter]
private let patternHasMixedcase: Bool
internal var patternUTF8Length: Int { patternMixedcaseBytes.count }
package init(text: String) {
self.text = text
let mixedcaseBytes = Array(text.utf8)
let lowercaseBytes = mixedcaseBytes.map(\.lowercasedUTF8Byte)
self.patternMixedcaseBytes = UnsafeBufferPointer.allocate(copyOf: mixedcaseBytes)
self.patternLowercaseBytes = UnsafeBufferPointer.allocate(copyOf: lowercaseBytes)
self.patternRejectionFilter = .init(lowercaseBytes: lowercaseBytes)
self.patternHasMixedcase = lowercaseBytes != mixedcaseBytes
self.patternSuccessiveRejectionFilters = UnsafeStackAllocator.withUnsafeStackAllocator { allocator in
return lowercaseBytes.withUnsafeBufferPointer { lowercaseBytes in
var rejectionFilters = Self.allocateSuccessiveRejectionFilters(
lowercaseBytes: lowercaseBytes,
allocator: &allocator
)
defer { allocator.deallocate(&rejectionFilters) }
return Array(rejectionFilters)
}
}
}
deinit {
patternMixedcaseBytes.deallocate()
patternLowercaseBytes.deallocate()
}
/// Perform an insensitive greedy match and return the location where the greedy match stared if it succeeded.
/// If the match was not successful, return `nil`.
///
/// Future searches used during scoring can use this location to jump past all of the initial bytes that don't match
/// anything. An empty pattern matches with location 0.
private func matchLocation(candidate: Candidate) -> Int? {
if RejectionFilter.match(pattern: patternRejectionFilter, candidate: candidate.rejectionFilter) == .maybe {
let cBytes = candidate.bytes
let pCount = patternLowercaseBytes.count
let cCount = cBytes.count
var pRemaining = pCount
var cRemaining = cCount
if (pRemaining > 0) && (cRemaining > 0) && (pRemaining <= cRemaining) {
let pFirst = patternLowercaseBytes[0]
let cStart = cBytes.firstIndex { cByte in
cByte.lowercasedUTF8Byte == pFirst
}
if let cStart = cStart {
cRemaining -= cStart
cRemaining -= 1
pRemaining -= 1
// While we're not at the end and the remaining pattern is as short or shorter than the remaining candidate.
while (pRemaining > 0) && (cRemaining > 0) && (pRemaining <= cRemaining) {
let cIdx = cCount - cRemaining
let pIdx = pCount - pRemaining
if cBytes[cIdx].lowercasedUTF8Byte == patternLowercaseBytes[pIdx] {
pRemaining -= 1
}
cRemaining -= 1
}
return (pRemaining == 0) ? cStart : nil
}
}
return pCount == 0 ? 0 : nil
}
return nil
}
package func matches(candidate: Candidate) -> Bool {
matchLocation(candidate: candidate) != nil
}
package func score(candidate: Candidate, precision: Precision) -> Double {
score(candidate: candidate.bytes, contentType: candidate.contentType, precision: precision)
}
package func score(
candidate candidateMixedcaseBytes: UTF8Bytes,
contentType: ContentType,
precision: Precision
) -> Double {
UnsafeStackAllocator.withUnsafeStackAllocator { allocator in
score(
candidate: candidateMixedcaseBytes,
contentType: contentType,
precision: precision,
allocator: &allocator
)
.value
}
}
package struct TextScore: Comparable {
package var value: Double
package var falseStarts: Int
static let worstPossibleScore = TextScore(value: -Double.infinity, falseStarts: Int.max)
package init(value: Double, falseStarts: Int) {
self.value = value
self.falseStarts = falseStarts
}
package static func < (_ lhs: Self, _ rhs: Self) -> Bool {
return (lhs.value <? rhs.value)
?? (lhs.falseStarts > rhs.falseStarts)
}
fileprivate static let emptyMatchScore = TextScore(value: 1.0, falseStarts: 0)
fileprivate static let noMatchScore = TextScore(value: 0.0, falseStarts: 0)
}
internal func matchAndScore(
candidate: Candidate,
precision: Precision,
allocator: inout UnsafeStackAllocator
) -> TextScore? {
return matchLocation(candidate: candidate).map { firstMatchingLowercaseByteIndex in
if patternLowercaseBytes.hasContent {
var indexedCandidate = IndexedCandidate.allocate(
referencing: candidate.bytes,
patternByteCount: patternLowercaseBytes.count,
firstMatchingLowercaseByteIndex: firstMatchingLowercaseByteIndex,
contentType: candidate.contentType,
allocator: &allocator
)
defer { indexedCandidate.deallocate(allocator: &allocator) }
return score(
candidate: &indexedCandidate,
precision: precision,
captureMatchingRanges: false,
allocator: &allocator
)
} else {
return .emptyMatchScore
}
}
}
package func score(
candidate candidateMixedcaseBytes: UTF8Bytes,
contentType: ContentType,
precision: Precision,
allocator: inout UnsafeStackAllocator
) -> TextScore {
if patternLowercaseBytes.hasContent {
var candidate = IndexedCandidate.allocate(
referencing: candidateMixedcaseBytes,
patternByteCount: patternLowercaseBytes.count,
firstMatchingLowercaseByteIndex: nil,
contentType: contentType,
allocator: &allocator
)
defer { candidate.deallocate(allocator: &allocator) }
return score(
candidate: &candidate,
precision: precision,
captureMatchingRanges: false,
allocator: &allocator
)
} else {
return .emptyMatchScore
}
}
package func score(
candidate candidateMixedcaseBytes: UTF8Bytes,
contentType: ContentType,
precision: Precision,
captureMatchingRanges: Bool,
ranges: inout [UTF8ByteRange]
) -> Double {
UnsafeStackAllocator.withUnsafeStackAllocator { allocator in
if patternLowercaseBytes.hasContent {
var candidate = IndexedCandidate.allocate(
referencing: candidateMixedcaseBytes,
patternByteCount: patternLowercaseBytes.count,
firstMatchingLowercaseByteIndex: nil,
contentType: contentType,
allocator: &allocator
)
defer { candidate.deallocate(allocator: &allocator) }
let score = score(
candidate: &candidate,
precision: precision,
captureMatchingRanges: captureMatchingRanges,
allocator: &allocator
)
if captureMatchingRanges {
ranges = Array(candidate.matchedRanges)
}
return score.value
} else {
return TextScore.emptyMatchScore.value
}
}
}
private func score(
candidate: inout IndexedCandidate,
precision: Precision,
captureMatchingRanges: Bool,
allocator: inout UnsafeStackAllocator
) -> TextScore {
switch precision {
case .fast:
let matchStyle = populateMatchingRangesForFastScoring(&candidate)
return singleScore(candidate: candidate, precision: precision, matchStyle: matchStyle)
case .thorough:
let budget = 5000
return bestScore(
candidate: &candidate,
budget: budget,
captureMatchingRanges: captureMatchingRanges,
allocator: &allocator
)
}
}
private func eligibleForAcronymMatch(candidate: IndexedCandidate) -> Bool {
return (patternLowercaseBytes.count >= 3)
&& candidate.contentType.isEligibleForAcronymMatch
&& candidate.tokenization.hasNonUppercaseNonDelimiterBytes
}
private enum MatchStyle: CaseIterable {
case lowercaseContinuous
case mixedcaseContinuous
case mixedcaseGreedy
case lowercaseGreedy
case acronym
}
/// Looks for matches like `tamic` against `[t]ranslates[A]utoresizing[M]ask[I]nto[C]onstraints.`
/// Or `MOC` against `NS[M]anaged[O]bject[C]ontext`.
/// Accomplishes this by doing a greedy match over the acronym characters, which are the first characters of each token.
private func populateMatchingRangesForAcronymMatch(_ candidate: inout IndexedCandidate) -> Bool {
let tokenization = candidate.tokenization
if eligibleForAcronymMatch(candidate: candidate) && tokenization.tokens.hasContent {
let candidateLowercaseBytes = candidate.lowercaseBytes
let allowFullMatchesBeginningWithTokenIndex =
candidate.contentType.acronymMatchAllowsMultiCharacterMatchesAfterBaseName
? candidate.tokenization.firstNonBaseNameTokenIndex : candidate.tokenization.tokenCount
var tidx = 0
let tcnt = tokenization.tokens.count
var cidx = 0
let ccnt = candidateLowercaseBytes.count
var pidx = 0
let pcnt = patternLowercaseBytes.count
var matches = true
while (cidx < ccnt) && (pidx < pcnt) && (tidx < tcnt) && matches {
let token = tokenization.tokens[tidx]
var tcidx = 0
let tccnt = (token.allUppercase || (tidx >= allowFullMatchesBeginningWithTokenIndex)) ? token.length : 1
let initialCidx = cidx
while (tcidx < tccnt) && (cidx < ccnt) && (pidx < pcnt) {
if candidateLowercaseBytes[cidx] == patternLowercaseBytes[pidx] {
tcidx += 1
cidx += 1
pidx += 1
} else {
break
}
}
matches =
(tcidx > 0) // Matched any characters in this token
// Allow skipping the first token if it's all uppercase
|| ((tidx == 0) && token.allUppercase)
// Allow skipping single character delemiters
|| ((token.length == 1) && candidateLowercaseBytes[cidx].isDelimiter)
if (tcidx > 0) {
candidate.matchedRanges.append(initialCidx..<cidx)
}
cidx = initialCidx + token.length
tidx += 1
}
matches = matches && (pidx == pcnt)
matches =
matches
&& ((cidx <= tokenization.baseNameLength) || !candidate.contentType.acronymMatchMustBeInBaseName)
if !matches {
candidate.matchedRanges.removeAll()
}
return matches
} else {
return false
}
}
private static func populateMatchingContinuousRanges(
_ ranges: inout UnsafeStackArray<UTF8ByteRange>,
startOffset: Int,
candidateBytes: UTF8Bytes,
patternBytes: UTF8Bytes
) -> Bool {
if let contiguousMatch = candidateBytes.rangeOf(bytes: patternBytes, startOffset: startOffset) {
ranges.append(contiguousMatch)
return true
}
return false
}
/// Returns `true` if the pattern matches the candidate according to the rules of the `matchStyle`.
/// When successful, the matched ranges will be added to `ranges`. Otherwise `ranges` will be cleared.
private func populateMatchingRanges(_ candidate: inout IndexedCandidate, matchStyle: MatchStyle) -> Bool {
let startOffset = candidate.firstMatchingLowercaseByteIndex ?? 0
switch matchStyle {
case .lowercaseContinuous:
return Self.populateMatchingContinuousRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.lowercaseBytes,
patternBytes: patternLowercaseBytes
)
case .mixedcaseContinuous:
return Self.populateMatchingContinuousRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.mixedcaseBytes,
patternBytes: patternMixedcaseBytes
)
case .acronym:
return populateMatchingRangesForAcronymMatch(&candidate)
case .mixedcaseGreedy:
return Self.populateGreedyMatchingRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.mixedcaseBytes,
patternBytes: patternMixedcaseBytes
)
case .lowercaseGreedy:
return Self.populateGreedyMatchingRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.lowercaseBytes,
patternBytes: patternLowercaseBytes
)
}
}
/// Tries a fixed set of strategies in most to least desirable order for matching the candidate to the pattern.
///
/// Returns the first strategy that matches.
/// Generally this match will produce the highest score of the considered strategies, but this isn't known, and a
/// higher scoring match could be found by the `.thorough` search.
/// For example, the highest priority strategy is a case matched contiguous sequence. If you search for "name" in
/// "filenames(name:)", this code will select the first one, but the second occurrence will score higher since it's a
/// complete token.
/// The fast scoring just needs to get the result into the second round though where `.thorough` will find the better
/// match.
private func populateMatchingRangesForFastScoring(_ candidate: inout IndexedCandidate) -> MatchStyle? {
let startOffset = candidate.firstMatchingLowercaseByteIndex ?? 0
if Self.populateMatchingContinuousRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.lowercaseBytes,
patternBytes: patternLowercaseBytes
) {
return .lowercaseContinuous
} else if populateMatchingRangesForAcronymMatch(&candidate) {
return .acronym
} else if Self.populateGreedyMatchingRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.mixedcaseBytes,
patternBytes: patternMixedcaseBytes
) {
return .mixedcaseGreedy
} else if Self.populateGreedyMatchingRanges(
&candidate.matchedRanges,
startOffset: startOffset,
candidateBytes: candidate.lowercaseBytes,
patternBytes: patternLowercaseBytes
) {
return .lowercaseGreedy
}
return nil
}
/// Tries to match `patternBytes` against `candidateBytes` by greedily matching the first occurrence of a character
/// it finds, ignoring tokenization. For example, "filename" matches both "file(named:)" and "decoyfileadecoynamedecoy".
///
/// If a successful match was found, returns `true` and populates `ranges` with the matched ranges.
/// Otherwise `ranges` is cleared since it's used as scratch space.
private static func populateGreedyMatchingRanges(
_ ranges: inout UnsafeStackArray<UTF8ByteRange>,
startOffset: Int,
candidateBytes: UTF8Bytes,
patternBytes: UTF8Bytes
) -> Bool {
var cidx = startOffset, pidx = 0
var currentlyMatching = false
while (cidx < candidateBytes.count) && (pidx < patternBytes.count) {
if candidateBytes[cidx] == patternBytes[pidx] {
pidx += 1
if !currentlyMatching {
currentlyMatching = true
ranges.append(cidx ..+ 0)
}
ranges[ranges.count - 1].extend(upperBoundBy: 1)
} else {
currentlyMatching = false
}
cidx += 1
}
let matched = pidx == patternBytes.count
if !matched {
ranges.removeAll()
}
return matched
}
private func singleScore(candidate: IndexedCandidate, precision: Precision, matchStyle: MatchStyle?) -> TextScore {
func ratio(_ lhs: Int, _ rhs: Int) -> Double {
return Double(lhs) / Double(rhs)
}
var patternCharactersRemaining = patternMixedcaseBytes.count
let matchedRanges = candidate.matchedRanges
if let firstMatchedRange = matchedRanges.first {
let candidateMixedcaseBytes = candidate.mixedcaseBytes
let tokenization = candidate.tokenization
let prefixMatchBonusValue = candidate.contentType.prefixMatchBonus
let contentAfterBasenameIsTrivial = candidate.contentType.contentAfterBasenameIsTrivial
let leadingCaseMatchableCount =
contentAfterBasenameIsTrivial ? tokenization.baseNameLength : candidateMixedcaseBytes.count
var score = 0.0
var falseStarts = 0
var uppercaseMatches = 0
var uppercaseMismatches = 0
var anyCaseMatches = 0
var isPrefixUppercaseMatch = false
do {
var pidx = 0
for matchedRange in matchedRanges {
for cidx in matchedRange {
let candidateCharacter = candidateMixedcaseBytes[cidx]
if cidx < leadingCaseMatchableCount {
if candidateCharacter == patternMixedcaseBytes[pidx] {
/// Check for case match.
uppercaseMatches += candidateCharacter.isUppercase ? 1 : 0
isPrefixUppercaseMatch =
isPrefixUppercaseMatch || (candidateCharacter.isUppercase && (cidx == 0))
anyCaseMatches += 1
} else {
uppercaseMismatches += 1
}
}
pidx += 1
}
}
}
var badShortMatches = 0
var incompletelyMatchedTokens = 0
var allRunsStartOnWordStartOrUppercaseLetter = true
for range in matchedRanges {
var position = range.lowerBound
var remainingCharacters = range.length
var matchedTokenPrefix = false
repeat {
let tokenIndex = tokenization.byteTokenAddresses[position].tokenIndex
let tokenLength = tokenization.tokens[tokenIndex].length
let positionInToken = tokenization.byteTokenAddresses[position].indexInToken
let tokenCharactersRemaining = (tokenLength - positionInToken)
let coveredCharacters =
(remainingCharacters > tokenCharactersRemaining)
? tokenCharactersRemaining : remainingCharacters
let coveredWholeToken = (coveredCharacters == tokenLength)
incompletelyMatchedTokens += coveredWholeToken ? 0 : 1
let laterMatchesExist = (coveredCharacters < patternCharactersRemaining)
let incompleteMatch = (!coveredWholeToken && laterMatchesExist)
if incompleteMatch || (positionInToken != 0) {
falseStarts += 1
}
if incompleteMatch && (coveredCharacters <= 2) {
badShortMatches += 1
}
if positionInToken == 0 {
matchedTokenPrefix = true
} else if !candidateMixedcaseBytes[position].isUppercase {
allRunsStartOnWordStartOrUppercaseLetter = false
}
patternCharactersRemaining -= coveredCharacters
remainingCharacters -= coveredCharacters
position += coveredCharacters
} while (remainingCharacters > 0)
if (range.length > 1) || matchedTokenPrefix {
score += pow(Double(range.length), 1.5)
}
}
// This is for cases like an autogenerated member-wise initializer of a huge struct matching everything.
// If they only matched within the arguments, and it's a huge symbol, it's a false start.
if (firstMatchedRange.lowerBound > tokenization.baseNameLength) && (candidateMixedcaseBytes.count > 256) {
falseStarts += 1
score *= 0.75
}
if (matchStyle == .acronym) {
badShortMatches = 0
falseStarts = 0
}
if matchedRanges.only?.length == candidateMixedcaseBytes.count {
score *= candidate.contentType.fullMatchBonus
} else if matchedRanges.only == 0..<tokenization.baseNameLength {
score *= candidate.contentType.fullBaseNameMatchBonus
}
// + 1 keeps this from going inf via / 0.
score += ratio(anyCaseMatches, leadingCaseMatchableCount + 1)
score += Double(uppercaseMatches) * 5
if patternHasMixedcase {
// If they're just typing `nswin…` because code completion will fix the casing, don't penalize them.
score += Double(uppercaseMismatches) * -1.5
}
score -= Double(badShortMatches) * 3
let inverseLength = ratio(1, candidateMixedcaseBytes.count + 1)
// A shorter candidate is better, but only minimally
score += inverseLength * inverseLength * inverseLength * inverseLength
// Less tokens is better, less tokens is more important than less letters
score += 1.5 * ratio(1, tokenization.tokenCount + 1)
let allOneRun = matchedRanges.count == 1
let startedAtBeginning = matchedRanges[0].lowerBound == 0
let allCasesMatch = (anyCaseMatches == patternMixedcaseBytes.count)
if allOneRun {
score += 2
}
if startedAtBeginning {
score += 2
}
if startedAtBeginning && allOneRun {
score *= prefixMatchBonusValue
if isPrefixUppercaseMatch && allCasesMatch && candidate.looksLikeAType
&& candidate.contentType.isEligibleForTypeNameOverLocalVariableModifier
{
score *= localVariableToGlobalTypeScoreRatio
}
}
if precision == .thorough {
// Only apply these penalties when thoroughly matching - enumerating further matchings could score much better,
// and this could get the result culled in the first round.
if !allRunsStartOnWordStartOrUppercaseLetter {
score /= 2
}
if (incompletelyMatchedTokens > 1) && (matchStyle != .acronym) {
score /= 2
}
}
return TextScore(value: score, falseStarts: falseStarts)
} else {
return .noMatchScore
}
}
private static func allocateSuccessiveRejectionFilters(
lowercaseBytes: UTF8Bytes,
allocator: inout UnsafeStackAllocator
) -> UnsafeStackArray<RejectionFilter> {
var filters = allocator.allocateUnsafeArray(of: RejectionFilter.self, maximumCapacity: lowercaseBytes.count)
filters.initializeWithContainedGarbage()
var idx = lowercaseBytes.count - 1
var accumulated = RejectionFilter.empty
while idx >= 0 {
accumulated.formUnion(lowercaseByte: lowercaseBytes[idx])
filters[idx] = accumulated
idx -= 1
}
return filters
}
}
extension Pattern {
package struct ByteTokenAddress {
package var tokenIndex = 0
package var indexInToken = 0
}
/// A token is a single conceptual name piece of an identifier, usually separated by camel case or underscores.
///
/// For example `doFancyStuff` is divided into 3 tokens: `do`, `Fancy`, and `Stuff`.
package struct Token {
var storage: UInt
init(length: Int, allUppercase: Bool) {
let bit: UInt = (allUppercase ? 1 : 0) << (Int.bitWidth - 1)
storage = UInt(bitPattern: length) | bit
}
package var length: Int {
Int(bitPattern: UInt(storage & ~(1 << (Int.bitWidth - 1))))
}
package var allUppercase: Bool {
(storage & (1 << (Int.bitWidth - 1))) != 0
}
}
package struct Tokenization {
package private(set) var baseNameLength: Int
package private(set) var hasNonUppercaseNonDelimiterBytes: Bool
package private(set) var tokens: UnsafeStackArray<Token>
package private(set) var byteTokenAddresses: UnsafeStackArray<ByteTokenAddress>
var tokenCount: Int {
tokens.count
}
var byteCount: Int {
byteTokenAddresses.count
}
private enum CharacterClass: Equatable {
case uppercase
case delimiter
case other
}
// `nonisolated(unsafe)` is fine because the underlying buffer is never mutated or deallocated.
private nonisolated(unsafe) static let characterClasses: UnsafePointer<CharacterClass> = {
let array: [CharacterClass] = (0...255).map { (character: UInt8) in
if character.isDelimiter {
return .delimiter
} else if character.isUppercase {
return .uppercase
} else {
return .other
}
}
return UnsafeBufferPointer.allocate(copyOf: array).baseAddress!
}()
// name -> [name]
// myName -> [my][Name]
// File.h -> [File][.][h]
// NSOpenGLView -> [NS][Open][GL][View]
// NSURL -> [NSURL]
private init(mixedcaseBytes: UTF8Bytes, contentType: ContentType, allocator: inout UnsafeStackAllocator) {
let byteCount = mixedcaseBytes.count
let maxTokenCount = byteCount
let baseNameMatchesLast = (contentType.baseNameAffinity == .last)
let baseNameSeparator = contentType.baseNameSeparator
byteTokenAddresses = allocator.allocateUnsafeArray(of: ByteTokenAddress.self, maximumCapacity: byteCount)
tokens = allocator.allocateUnsafeArray(of: Token.self, maximumCapacity: maxTokenCount)
baseNameLength = -1
var baseNameLength: Int? = nil
if byteCount > 1 {
let mixedcaseBytes = mixedcaseBytes.baseAddress!
let characterClasses = Self.characterClasses
let endMixedCaseBytes = mixedcaseBytes + byteCount
func characterClass(at pointer: UnsafePointer<UTF8Byte>) -> CharacterClass {
if pointer != endMixedCaseBytes {
return characterClasses[Int(pointer.pointee)]
} else {
return .delimiter
}
}
var previous = characterClass(at: mixedcaseBytes)
var current = characterClass(at: mixedcaseBytes + 1)
var token = (index: 0, length: 1, isAllUppercase: (previous == .uppercase))
hasNonUppercaseNonDelimiterBytes = (previous == .other)
tokens.initializeWithContainedGarbage()
byteTokenAddresses.initializeWithContainedGarbage()
var nextByteTokenAddress = byteTokenAddresses.base
nextByteTokenAddress.pointee = .init(tokenIndex: 0, indexInToken: 0)
var nextBytePointer = mixedcaseBytes + 1
while nextBytePointer != endMixedCaseBytes {
nextBytePointer += 1
let next = characterClass(at: nextBytePointer)
let currentIsUppercase = (current == .uppercase)
let tokenizeBeforeCurrentCharacter =
(currentIsUppercase && ((previous == .other) || (next == .other)))
|| (current == .delimiter)
|| (previous == .delimiter)
if tokenizeBeforeCurrentCharacter {
let anyOtherCase = !(token.isAllUppercase || (previous == .delimiter))
hasNonUppercaseNonDelimiterBytes = hasNonUppercaseNonDelimiterBytes || anyOtherCase
tokens[token.index] = .init(length: token.length, allUppercase: token.isAllUppercase)
token.isAllUppercase = true
token.length = 0
token.index += 1
let lookBack = nextBytePointer - 2
if lookBack.pointee == baseNameSeparator {
if baseNameLength == nil || baseNameMatchesLast {
baseNameLength = mixedcaseBytes.distance(to: lookBack)
}
}
}
token.isAllUppercase = token.isAllUppercase && currentIsUppercase
nextByteTokenAddress += 1
nextByteTokenAddress.pointee.tokenIndex = token.index
nextByteTokenAddress.pointee.indexInToken = token.length
token.length += 1
previous = current
current = next
}
let anyOtherCase = !(token.isAllUppercase || (previous == .delimiter))
hasNonUppercaseNonDelimiterBytes = hasNonUppercaseNonDelimiterBytes || anyOtherCase
tokens[token.index] = .init(length: token.length, allUppercase: token.isAllUppercase)
tokens.truncateLeavingGarbage(to: token.index + 1)
} else if byteCount == 1 {
let characterClass = Self.characterClasses[Int(mixedcaseBytes[0])]
tokens.append(.init(length: 1, allUppercase: characterClass == .uppercase))
byteTokenAddresses.append(.init(tokenIndex: 0, indexInToken: 0))
hasNonUppercaseNonDelimiterBytes = (characterClass == .other)
} else {
hasNonUppercaseNonDelimiterBytes = false
}
self.baseNameLength = baseNameLength ?? byteCount
}
func enumerate(body: (Range<Int>) -> ()) {
var position = 0
for token in tokens {
body(position ..+ token.length)
position += token.length
}
}
func anySatisfy(predicate: (Range<Int>) -> Bool) -> Bool {
var position = 0
for token in tokens {
if predicate(position ..+ token.length) {
return true
}
position += token.length
}
return false
}
package mutating func deallocate(allocator: inout UnsafeStackAllocator) {
allocator.deallocate(&tokens)
allocator.deallocate(&byteTokenAddresses)
}
package static func allocate(
mixedcaseBytes: UTF8Bytes,
contentType: ContentType,
allocator: inout UnsafeStackAllocator
)
-> Tokenization
{
Tokenization(mixedcaseBytes: mixedcaseBytes, contentType: contentType, allocator: &allocator)
}
var firstNonBaseNameTokenIndex: Int {
(byteCount == baseNameLength) ? tokenCount : byteTokenAddresses[baseNameLength].tokenIndex
}
}
}
extension Pattern.UTF8Bytes {
fileprivate func allocateLowercaseBytes(allocator: inout UnsafeStackAllocator) -> Self {
let lowercaseBytes = allocator.allocateBuffer(of: UTF8Byte.self, count: count)
for index in indices {
lowercaseBytes[index] = self[index].lowercasedUTF8Byte
}
return UnsafeBufferPointer(lowercaseBytes)
}
}
extension Pattern {
fileprivate struct IndexedCandidate {
var mixedcaseBytes: UTF8Bytes
var lowercaseBytes: UTF8Bytes
var contentType: ContentType
var tokenization: Tokenization
var matchedRanges: UnsafeStackArray<UTF8ByteRange>
var firstMatchingLowercaseByteIndex: Int?
static func allocate(
referencing mixedcaseBytes: UTF8Bytes,
patternByteCount: Int,
firstMatchingLowercaseByteIndex: Int?,
contentType: ContentType,
allocator: inout UnsafeStackAllocator
) -> Self {
let lowercaseBytes = mixedcaseBytes.allocateLowercaseBytes(allocator: &allocator)
let tokenization = Tokenization.allocate(
mixedcaseBytes: mixedcaseBytes,
contentType: contentType,
allocator: &allocator
)
let matchedRanges = allocator.allocateUnsafeArray(of: UTF8ByteRange.self, maximumCapacity: patternByteCount)
return Self(
mixedcaseBytes: mixedcaseBytes,
lowercaseBytes: lowercaseBytes,
contentType: contentType,
tokenization: tokenization,
matchedRanges: matchedRanges,
firstMatchingLowercaseByteIndex: firstMatchingLowercaseByteIndex
)
}
mutating func deallocate(allocator: inout UnsafeStackAllocator) {
allocator.deallocate(&matchedRanges)
tokenization.deallocate(allocator: &allocator)
allocator.deallocate(&lowercaseBytes)
}
/// Create a new stack array such that for every offset `i` in this pattern `result[i]` points to the start offset
/// of the next token. If there are no more valid start locations `result[i]` points to one character after the end
/// of the candidate.
/// Valid start locations are the start of the next token that begins with a byte that's in the pattern.
///
/// Examples:
/// -------------------------------------------------------------------------------------------------------
/// Candidate | Pattern | Result
/// -------------------------------------------------------------------------------------------------------
/// "doSomeWork" | "SWork" | `[2, 2, 6, 6, 6, 6, 10, 10, 10, 10]`
/// "fn(one:two:three:four:)" | "tf" | `[7,7,7,7,7,7,7,11,11,11,11,17,17,17,17,17,17,23,23,23,23,23,23]`
///
fileprivate func allocateNextSearchStarts(
allocator: inout UnsafeStackAllocator,
patternRejectionFilter: RejectionFilter
) -> UnsafeStackArray<Int> {
var nextSearchStarts = allocator.allocateUnsafeArray(of: Int.self, maximumCapacity: mixedcaseBytes.count)
var nextStart = mixedcaseBytes.count
let byteTokenAddresses = tokenization.byteTokenAddresses
nextSearchStarts.initializeWithContainedGarbage()
for cidx in mixedcaseBytes.indices.reversed() {
nextSearchStarts[cidx] = nextStart
let isTokenStart = byteTokenAddresses[cidx].indexInToken == 0
if isTokenStart && patternRejectionFilter.contains(candidateByte: mixedcaseBytes[cidx]) == .maybe {
nextStart = cidx
}
}
return nextSearchStarts
}
var looksLikeAType: Bool {
(tokenization.hasNonUppercaseNonDelimiterBytes && tokenization.baseNameLength == mixedcaseBytes.count)
}
}
}
// MARK: - Best Score Search -
extension Pattern {
private struct Location {
var pattern: Int
var candidate: Int
func nextByMatching() -> Self {
Location(pattern: pattern + 1, candidate: candidate + 1)
}
func nextBySkipping(validStartingLocations: UnsafeStackArray<Int>) -> Self {
Location(pattern: pattern, candidate: validStartingLocations[candidate])
}
static let start = Self(pattern: 0, candidate: 0)
}
private enum RestoredRange {
case restore(UTF8ByteRange)
case unwind
case none
func restore(ranges: inout UnsafeStackArray<UTF8ByteRange>) {
switch self {
case .restore(let lastRange):
ranges[ranges.count - 1] = lastRange
case .unwind:
ranges.removeLast()
case .none:
break
}
}
}
private struct Step {
var location: Location
var restoredRange: RestoredRange
}
private struct Context {
var pattern: UTF8Bytes
var candidate: UTF8Bytes
var location = Location.start
var patternBytesRemaining: Int {
pattern.count - location.pattern
}
var candidateBytesRemaining: Int {
candidate.count - location.candidate
}
var enoughCandidateBytesRemain: Bool {
patternBytesRemaining <= candidateBytesRemaining
}
var isCompleteMatch: Bool {
return patternBytesRemaining == 0
}
var isCharacterMatch: Bool {
pattern[location.pattern] == candidate[location.candidate]
}
}
private struct Buffers {
var steps: UnsafeStackArray<Step>
var bestRangeSnapshot: UnsafeStackArray<UTF8ByteRange>
var validMatchStartingLocations: UnsafeStackArray<Int>
/// For each byte the candidate's text, a rejection filter that contains all the characters occurring after or
/// at that offset.
///
/// This way when we have already matched the first 4 bytes, we can check which characters occur from byte 5
/// onwards and check that they appear in the candidate's remaining text.
var candidateSuccessiveRejectionFilters: UnsafeStackArray<RejectionFilter>
static func allocate(
patternLowercaseBytes: UTF8Bytes,
candidate: IndexedCandidate,
patternRejectionFilter: RejectionFilter,
allocator: inout UnsafeStackAllocator
) -> Self {
let steps = allocator.allocateUnsafeArray(of: Step.self, maximumCapacity: patternLowercaseBytes.count + 1)
let bestRangeSnapshot = allocator.allocateUnsafeArray(
of: UTF8ByteRange.self,
maximumCapacity: patternLowercaseBytes.count
)
let validMatchStartingLocations = candidate.allocateNextSearchStarts(
allocator: &allocator,
patternRejectionFilter: patternRejectionFilter
)
let candidateSuccessiveRejectionFilters = Pattern.allocateSuccessiveRejectionFilters(
lowercaseBytes: candidate.lowercaseBytes,
allocator: &allocator
)
return Buffers(
steps: steps,
bestRangeSnapshot: bestRangeSnapshot,
validMatchStartingLocations: validMatchStartingLocations,
candidateSuccessiveRejectionFilters: candidateSuccessiveRejectionFilters
)
}
mutating func deallocate(allocator: inout UnsafeStackAllocator) {
allocator.deallocate(&candidateSuccessiveRejectionFilters)
allocator.deallocate(&validMatchStartingLocations)
allocator.deallocate(&bestRangeSnapshot)
allocator.deallocate(&steps)
}
}
private struct ExecutionLimit {
private(set) var remainingCycles: Int
mutating func permitCycle() -> Bool {
if remainingCycles == 0 {
return false
} else {
remainingCycles -= 1
return true
}
}
}
/// Exhaustively searches for ways to match the pattern to the candidate, scoring each one, and then returning the best score.
/// If `captureMatchingRanges` is `true`, and a match is found, writes the matching ranges out to `matchedRangesStorage`.
fileprivate func bestScore(
candidate: inout IndexedCandidate,
budget maxSteps: Int,
captureMatchingRanges: Bool,
allocator: inout UnsafeStackAllocator
) -> TextScore {
var context = Context(pattern: patternLowercaseBytes, candidate: candidate.lowercaseBytes)
var bestScore: TextScore? = nil
// Find the best score by visiting all possible scorings.
// So given the pattern "down" and candidate "documentDocument", enumerate these matches:
// - [do]cumentDo[wn]load
// - [d]ocumentD[own]load
// - document[Down]load
// Score each one, and choose the best.
//
// While recursion would be easier, use a manual stack because in practice we run out of stack space.
//
// Shortcuts:
// * Stop if there are more character remaining to be matched than candidates to match.
// * Keep a list of successive reject filters for the candidate and pattern, so that if the remaining pattern
// characters are known not to exist in the rest of the candidate, we can stop early.
// * Each time we step forward after a failed match in a candidate, move up to the next token, not next character.
// * Impose a budget of several thousand iterations so that we back off if things are going to hit the exponential worst case
if patternMixedcaseBytes.hasContent && context.enoughCandidateBytesRemain {
var buffers = Buffers.allocate(
patternLowercaseBytes: patternLowercaseBytes,
candidate: candidate,
patternRejectionFilter: patternRejectionFilter,
allocator: &allocator
)
defer { buffers.deallocate(allocator: &allocator) }
var executionLimit = ExecutionLimit(remainingCycles: maxSteps)
buffers.steps.push(Step(location: .start, restoredRange: .none))
while executionLimit.permitCycle(), let step = buffers.steps.popLast() {
context.location = step.location
step.restoredRange.restore(ranges: &candidate.matchedRanges)
if context.isCompleteMatch {
let newScore = singleScore(candidate: candidate, precision: .thorough, matchStyle: nil)
accumulate(
score: newScore,
into: &bestScore,
matchedRanges: candidate.matchedRanges,
captureMatchingRanges: captureMatchingRanges,
matchedRangesStorage: &buffers.bestRangeSnapshot
)
} else if context.enoughCandidateBytesRemain {
if RejectionFilter.match(
pattern: patternSuccessiveRejectionFilters[context.location.pattern],
candidate: buffers.candidateSuccessiveRejectionFilters[context.location.candidate]
) == .maybe {
if context.isCharacterMatch {
let extending = candidate.matchedRanges.last?.upperBound == context.location.candidate
let restoredRange: RestoredRange
if extending {
let lastIndex = candidate.matchedRanges.count - 1
restoredRange = .restore(candidate.matchedRanges[lastIndex])
candidate.matchedRanges[lastIndex].extend(upperBoundBy: 1)
} else {
restoredRange = .unwind
candidate.matchedRanges.append(context.location.candidate ..+ 1)
}
buffers.steps.push(
Step(
location: context.location.nextBySkipping(
validStartingLocations: buffers.validMatchStartingLocations
),
restoredRange: restoredRange
)
)
buffers.steps.push(Step(location: context.location.nextByMatching(), restoredRange: .none))
} else {
buffers.steps.push(
Step(
location: context.location.nextBySkipping(
validStartingLocations: buffers.validMatchStartingLocations
),
restoredRange: .none
)
)
}
}
}
}
// We need to consider the special cases the `.fast` search scans for so that a `.fast` score can't be better than
// a .`thorough` score.
// For example, they could match 30 character that weren't on a token boundary, which we would have skipped above.
// Or we could have ran out of time searching and missed a contiguous match.
for matchStyle in MatchStyle.allCases {
candidate.matchedRanges.removeAll()
if populateMatchingRanges(&candidate, matchStyle: matchStyle) {
let newScore = singleScore(candidate: candidate, precision: .thorough, matchStyle: matchStyle)
accumulate(
score: newScore,
into: &bestScore,
matchedRanges: candidate.matchedRanges,
captureMatchingRanges: captureMatchingRanges,
matchedRangesStorage: &buffers.bestRangeSnapshot
)
}
}
candidate.matchedRanges.removeAll()
candidate.matchedRanges.append(contentsOf: buffers.bestRangeSnapshot)
}
return bestScore ?? .noMatchScore
}
private func accumulate(
score newScore: TextScore,
into bestScore: inout TextScore?,
matchedRanges: UnsafeStackArray<Pattern.UTF8ByteRange>,
captureMatchingRanges: Bool,
matchedRangesStorage bestMatchedRangesStorage: inout UnsafeStackArray<UTF8ByteRange>
) {
if newScore > (bestScore ?? .worstPossibleScore) {
bestScore = newScore
if captureMatchingRanges {
bestMatchedRangesStorage.removeAll()
bestMatchedRangesStorage.append(contentsOf: matchedRanges)
}
}
}
}
extension Pattern {
package func test_searchStart(candidate: Candidate, contentType: ContentType) -> [Int] {
UnsafeStackAllocator.withUnsafeStackAllocator { allocator in
var indexedCandidate = IndexedCandidate.allocate(
referencing: candidate.bytes,
patternByteCount: patternLowercaseBytes.count,
firstMatchingLowercaseByteIndex: nil,
contentType: contentType,
allocator: &allocator
)
defer { indexedCandidate.deallocate(allocator: &allocator) }
var nextSearchStarts = indexedCandidate.allocateNextSearchStarts(
allocator: &allocator,
patternRejectionFilter: patternRejectionFilter
)
defer { allocator.deallocate(&nextSearchStarts) }
return Array(nextSearchStarts)
}
}
package func testPerformance_tokenizing(batch: CandidateBatch, contentType: ContentType) -> Int {
UnsafeStackAllocator.withUnsafeStackAllocator { allocator in
var all = 0
batch.enumerate { candidate in
var indexedCandidate = IndexedCandidate.allocate(
referencing: candidate.bytes,
patternByteCount: patternLowercaseBytes.count,
firstMatchingLowercaseByteIndex: nil,
contentType: contentType,
allocator: &allocator
)
defer { indexedCandidate.deallocate(allocator: &allocator) }
all &= indexedCandidate.tokenization.tokenCount
}
return all
}
}
}
extension Candidate.ContentType {
fileprivate var prefixMatchBonus: Double {
switch self {
case .codeCompletionSymbol: return 2.00
case .fileName, .projectSymbol: return 1.05
case .unknown: return 2.00
}
}
fileprivate var fullMatchBonus: Double {
switch self {
case .codeCompletionSymbol: return 1.00
case .fileName, .projectSymbol: return 1.50
case .unknown: return 1.00
}
}
fileprivate var fullBaseNameMatchBonus: Double {
switch self {
case .codeCompletionSymbol: return 1.00
case .fileName, .projectSymbol: return 1.50
case .unknown: return 1.00
}
}
fileprivate var baseNameAffinity: BaseNameAffinity {
switch self {
case .codeCompletionSymbol, .projectSymbol: return .first
case .fileName: return .last
case .unknown: return .last
}
}
fileprivate var baseNameSeparator: UTF8Byte {
switch self {
case .codeCompletionSymbol, .projectSymbol: return .cLeftParentheses
case .fileName: return .cPeriod
case .unknown: return 0
}
}
fileprivate var isEligibleForAcronymMatch: Bool {
switch self {
case .codeCompletionSymbol, .fileName, .projectSymbol: return true
case .unknown: return false
}
}
fileprivate var acronymMatchAllowsMultiCharacterMatchesAfterBaseName: Bool {
switch self {
// You can't do a acronym match into function arguments
case .codeCompletionSymbol, .projectSymbol, .unknown: return false
case .fileName: return true
}
}
fileprivate var acronymMatchMustBeInBaseName: Bool {
switch self {
// You can't do a acronym match into function arguments
case .codeCompletionSymbol, .projectSymbol: return true
case .fileName, .unknown: return false
}
}
fileprivate var contentAfterBasenameIsTrivial: Bool {
switch self {
case .codeCompletionSymbol, .projectSymbol: return false
case .fileName: return true
case .unknown: return false
}
}
fileprivate var isEligibleForTypeNameOverLocalVariableModifier: Bool {
switch self {
case .codeCompletionSymbol: return true
case .fileName, .projectSymbol, .unknown: return false
}
}
fileprivate enum BaseNameAffinity {
case first
case last
}
}
extension Pattern {
@available(*, deprecated, message: "Pass a contentType")
package func score(
candidate: UTF8Bytes,
precision: Precision,
captureMatchingRanges: Bool,
ranges: inout [UTF8ByteRange]
) -> Double {
score(
candidate: candidate,
contentType: .codeCompletionSymbol,
precision: precision,
captureMatchingRanges: captureMatchingRanges,
ranges: &ranges
)
}
@available(*, deprecated, message: "Pass a contentType")
package func score(candidate: UTF8Bytes, precision: Precision) -> Double {
score(candidate: candidate, contentType: .codeCompletionSymbol, precision: precision)
}
}
|