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eval.go
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eval.go
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// Copyright 2016 Google Inc. All rights reserved.
//
// 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 zoekt
import (
"context"
"fmt"
"log"
"regexp/syntax"
"sort"
"strings"
"time"
enry_data "github.com/go-enry/go-enry/v2/data"
"github.com/grafana/regexp"
"github.com/sourcegraph/zoekt/query"
)
// simplifyMultiRepo takes a query and a predicate. It returns Const(true) if all
// repository names fulfill the predicate, Const(false) if none of them do, and q
// otherwise.
func (d *indexData) simplifyMultiRepo(q query.Q, predicate func(*Repository) bool) query.Q {
count := 0
alive := len(d.repoMetaData)
for i := range d.repoMetaData {
if d.repoMetaData[i].Tombstone {
alive--
} else if predicate(&d.repoMetaData[i]) {
count++
}
}
if count == alive {
return &query.Const{Value: true}
}
if count > 0 {
return q
}
return &query.Const{Value: false}
}
func (d *indexData) simplify(in query.Q) query.Q {
eval := query.Map(in, func(q query.Q) query.Q {
switch r := q.(type) {
case *query.Repo:
return d.simplifyMultiRepo(q, func(repo *Repository) bool {
return r.Regexp.MatchString(repo.Name)
})
case *query.RepoRegexp:
return d.simplifyMultiRepo(q, func(repo *Repository) bool {
return r.Regexp.MatchString(repo.Name)
})
case *query.BranchesRepos:
for i := range d.repoMetaData {
for _, br := range r.List {
if br.Repos.Contains(d.repoMetaData[i].ID) {
return q
}
}
}
return &query.Const{Value: false}
case *query.RepoSet:
return d.simplifyMultiRepo(q, func(repo *Repository) bool {
return r.Set[repo.Name]
})
case query.RawConfig:
return d.simplifyMultiRepo(q, func(repo *Repository) bool { return uint8(r)&encodeRawConfig(repo.RawConfig) == uint8(r) })
case *query.RepoIDs:
return d.simplifyMultiRepo(q, func(repo *Repository) bool {
return r.Repos.Contains(repo.ID)
})
case *query.Language:
_, has := d.metaData.LanguageMap[r.Language]
if !has && d.metaData.IndexFeatureVersion < 12 {
// For index files that haven't been re-indexed by go-enry,
// fall back to file-based matching and continue even if this
// repo doesn't have the specific language present.
extsForLang := enry_data.ExtensionsByLanguage[r.Language]
if extsForLang != nil {
extFrags := make([]string, 0, len(extsForLang))
for _, ext := range extsForLang {
extFrags = append(extFrags, regexp.QuoteMeta(ext))
}
if len(extFrags) > 0 {
pattern := fmt.Sprintf("(?i)(%s)$", strings.Join(extFrags, "|"))
// inlined copy of query.regexpQuery
re, err := syntax.Parse(pattern, syntax.Perl)
if err != nil {
return &query.Const{Value: false}
}
if re.Op == syntax.OpLiteral {
return &query.Substring{
Pattern: string(re.Rune),
FileName: true,
}
}
return &query.Regexp{
Regexp: re,
FileName: true,
}
}
}
}
if !has {
return &query.Const{Value: false}
}
}
return q
})
return query.Simplify(eval)
}
func (o *SearchOptions) SetDefaults() {
if o.ShardMaxMatchCount == 0 {
// We cap the total number of matches, so overly broad
// searches don't crash the machine.
o.ShardMaxMatchCount = 100000
}
if o.TotalMaxMatchCount == 0 {
o.TotalMaxMatchCount = 10 * o.ShardMaxMatchCount
}
}
func (d *indexData) Search(ctx context.Context, q query.Q, opts *SearchOptions) (sr *SearchResult, err error) {
timer := newTimer()
copyOpts := *opts
opts = ©Opts
opts.SetDefaults()
var res SearchResult
if len(d.fileNameIndex) == 0 {
return &res, nil
}
select {
case <-ctx.Done():
res.Stats.ShardsSkipped++
return &res, nil
default:
}
q = d.simplify(q)
if c, ok := q.(*query.Const); ok && !c.Value {
return &res, nil
}
if opts.EstimateDocCount {
res.Stats.ShardFilesConsidered = len(d.fileBranchMasks)
return &res, nil
}
q = query.Map(q, query.ExpandFileContent)
mt, err := d.newMatchTree(q, matchTreeOpt{})
if err != nil {
return nil, err
}
// Capture the costs of construction before pruning
updateMatchTreeStats(mt, &res.Stats)
mt, err = pruneMatchTree(mt)
if err != nil {
return nil, err
}
res.Stats.MatchTreeConstruction = timer.Elapsed()
if mt == nil {
res.Stats.ShardsSkippedFilter++
return &res, nil
}
res.Stats.ShardsScanned++
cp := &contentProvider{
id: d,
stats: &res.Stats,
}
// Track the number of documents found in a repository for
// ShardRepoMaxMatchCount
var (
lastRepoID uint16
repoMatchCount int
)
docCount := uint32(len(d.fileBranchMasks))
lastDoc := int(-1)
// document frequency per term
df := make(termDocumentFrequency)
// term frequency per file match
var tfs []termFrequency
nextFileMatch:
for {
canceled := false
select {
case <-ctx.Done():
canceled = true
default:
}
nextDoc := mt.nextDoc()
if int(nextDoc) <= lastDoc {
nextDoc = uint32(lastDoc + 1)
}
for ; nextDoc < docCount; nextDoc++ {
repoID := d.repos[nextDoc]
repoMetadata := &d.repoMetaData[repoID]
// Skip tombstoned repositories
if repoMetadata.Tombstone {
continue
}
// Skip documents that are tombstoned
if len(repoMetadata.FileTombstones) > 0 {
if _, tombstoned := repoMetadata.FileTombstones[string(d.fileName(nextDoc))]; tombstoned {
continue
}
}
// Skip documents over ShardRepoMaxMatchCount if specified.
if opts.ShardRepoMaxMatchCount > 0 {
if repoMatchCount >= opts.ShardRepoMaxMatchCount && repoID == lastRepoID {
res.Stats.FilesSkipped++
continue
}
}
break
}
if nextDoc >= docCount {
break
}
lastDoc = int(nextDoc)
// We track lastRepoID for ShardRepoMaxMatchCount
if lastRepoID != d.repos[nextDoc] {
lastRepoID = d.repos[nextDoc]
repoMatchCount = 0
}
if canceled || (res.Stats.MatchCount >= opts.ShardMaxMatchCount && opts.ShardMaxMatchCount > 0) {
res.Stats.FilesSkipped += int(docCount - nextDoc)
break
}
res.Stats.FilesConsidered++
mt.prepare(nextDoc)
cp.setDocument(nextDoc)
known := make(map[matchTree]bool)
md := d.repoMetaData[d.repos[nextDoc]]
for cost := costMin; cost <= costMax; cost++ {
switch evalMatchTree(cp, cost, known, mt) {
case matchesRequiresHigherCost:
if cost == costMax {
log.Panicf("did not decide. Repo %s, doc %d, known %v",
md.Name, nextDoc, known)
}
case matchesFound:
// could short-circuit now, but we want to run higher costs to
// potentially find higher ranked matches.
case matchesNone:
continue nextFileMatch
}
}
fileMatch := FileMatch{
Repository: md.Name,
RepositoryID: md.ID,
RepositoryPriority: md.priority,
FileName: string(d.fileName(nextDoc)),
Checksum: d.getChecksum(nextDoc),
Language: d.languageMap[d.getLanguage(nextDoc)],
}
if s := d.subRepos[nextDoc]; s > 0 {
if s >= uint32(len(d.subRepoPaths[d.repos[nextDoc]])) {
log.Panicf("corrupt index: subrepo %d beyond %v", s, d.subRepoPaths)
}
path := d.subRepoPaths[d.repos[nextDoc]][s]
fileMatch.SubRepositoryPath = path
sr := md.SubRepoMap[path]
fileMatch.SubRepositoryName = sr.Name
if idx := d.branchIndex(nextDoc); idx >= 0 {
fileMatch.Version = sr.Branches[idx].Version
}
} else {
idx := d.branchIndex(nextDoc)
if idx >= 0 {
fileMatch.Version = md.Branches[idx].Version
}
}
// Important invariant for performance: finalCands is sorted by offset and
// non-overlapping. gatherMatches respects this invariant and all later
// transformations respect this.
shouldMergeMatches := !opts.ChunkMatches
finalCands := d.gatherMatches(nextDoc, mt, known, shouldMergeMatches)
if opts.ChunkMatches {
fileMatch.ChunkMatches = cp.fillChunkMatches(finalCands, opts.NumContextLines, fileMatch.Language, opts.DebugScore)
} else {
fileMatch.LineMatches = cp.fillMatches(finalCands, opts.NumContextLines, fileMatch.Language, opts.DebugScore)
}
var tf map[string]int
if opts.UseBM25Scoring {
// For BM25 scoring, the calculation of the score is split in two parts. Here we
// calculate the term frequencies for the current document and update the
// document frequencies. Since we don't store document frequencies in the index,
// we have to defer the calculation of the final BM25 score to after the whole
// shard has been processed.
tf = calculateTermFrequency(finalCands, df)
} else {
// Use the standard, non-experimental scoring method by default
d.scoreFile(&fileMatch, nextDoc, mt, known, opts)
}
fileMatch.Branches = d.gatherBranches(nextDoc, mt, known)
sortMatchesByScore(fileMatch.LineMatches)
sortChunkMatchesByScore(fileMatch.ChunkMatches)
if opts.Whole {
fileMatch.Content = cp.data(false)
}
matchedChunkRanges := 0
for _, cm := range fileMatch.ChunkMatches {
matchedChunkRanges += len(cm.Ranges)
}
repoMatchCount += len(fileMatch.LineMatches)
repoMatchCount += matchedChunkRanges
if opts.UseBM25Scoring {
// Invariant: tfs[i] belongs to res.Files[i]
tfs = append(tfs, termFrequency{
doc: nextDoc,
tf: tf,
})
}
res.Files = append(res.Files, fileMatch)
res.Stats.MatchCount += len(fileMatch.LineMatches)
res.Stats.MatchCount += matchedChunkRanges
res.Stats.FileCount++
}
// Calculate BM25 score for all file matches in the shard. We assume that we
// have seen all documents containing any of the terms in the query so that df
// correctly reflects the document frequencies. This is true, for example, if
// all terms in the query are ORed together.
if opts.UseBM25Scoring {
d.scoreFilesUsingBM25(res.Files, tfs, df, opts)
}
for _, md := range d.repoMetaData {
r := md
addRepo(&res, &r)
for _, v := range r.SubRepoMap {
addRepo(&res, v)
}
}
// Update stats based on work done during document search.
updateMatchTreeStats(mt, &res.Stats)
res.Stats.MatchTreeSearch = timer.Elapsed()
return &res, nil
}
func addRepo(res *SearchResult, repo *Repository) {
if res.RepoURLs == nil {
res.RepoURLs = map[string]string{}
}
res.RepoURLs[repo.Name] = repo.FileURLTemplate
if res.LineFragments == nil {
res.LineFragments = map[string]string{}
}
res.LineFragments[repo.Name] = repo.LineFragmentTemplate
}
// Gather matches from this document. The matches are returned in document
// order and are non-overlapping. All filename and content matches are
// returned, with filename matches first.
//
// If `merge` is set, overlapping and adjacent matches will be merged
// into a single match. Otherwise, overlapping matches will be removed,
// but adjacent matches will remain.
func (d *indexData) gatherMatches(nextDoc uint32, mt matchTree, known map[matchTree]bool, merge bool) []*candidateMatch {
var cands []*candidateMatch
visitMatches(mt, known, 1, func(mt matchTree, scoreWeight float64) {
if smt, ok := mt.(*substrMatchTree); ok {
cands = append(cands, setScoreWeight(scoreWeight, smt.current)...)
}
if rmt, ok := mt.(*regexpMatchTree); ok {
cands = append(cands, setScoreWeight(scoreWeight, rmt.found)...)
}
if rmt, ok := mt.(*wordMatchTree); ok {
cands = append(cands, setScoreWeight(scoreWeight, rmt.found)...)
}
if smt, ok := mt.(*symbolRegexpMatchTree); ok {
cands = append(cands, setScoreWeight(scoreWeight, smt.found)...)
}
})
// If we found no candidate matches at all, assume there must have been a match on filename.
if len(cands) == 0 {
nm := d.fileName(nextDoc)
return []*candidateMatch{{
caseSensitive: false,
fileName: true,
substrBytes: nm,
substrLowered: nm,
file: nextDoc,
runeOffset: 0,
byteOffset: 0,
byteMatchSz: uint32(len(nm)),
}}
}
sort.Sort((sortByOffsetSlice)(cands))
res := cands[:0]
mergeRun := 1
for i, c := range cands {
if i == 0 {
res = append(res, c)
continue
}
last := res[len(res)-1]
// Never compare filename and content matches
if last.fileName != c.fileName {
res = append(res, c)
continue
}
if merge {
// Merge adjacent candidates. This guarantees that the matches
// are non-overlapping.
lastEnd := last.byteOffset + last.byteMatchSz
end := c.byteOffset + c.byteMatchSz
if lastEnd >= c.byteOffset {
mergeRun++
// Average out the score across the merged candidates. Only do it if
// we are boosting to avoid floating point funkiness in the normal
// case.
if !(epsilonEqualsOne(last.scoreWeight) && epsilonEqualsOne(c.scoreWeight)) {
last.scoreWeight = ((last.scoreWeight * float64(mergeRun-1)) + c.scoreWeight) / float64(mergeRun)
}
// latest candidate goes further, update our end
if end > lastEnd {
last.byteMatchSz = end - last.byteOffset
}
continue
} else {
mergeRun = 1
}
} else {
// Remove overlapping candidates. This guarantees that the matches
// are non-overlapping, but also preserves expected match counts.
lastEnd := last.byteOffset + last.byteMatchSz
if lastEnd > c.byteOffset {
continue
}
}
res = append(res, c)
}
return res
}
type sortByOffsetSlice []*candidateMatch
func (m sortByOffsetSlice) Len() int { return len(m) }
func (m sortByOffsetSlice) Swap(i, j int) { m[i], m[j] = m[j], m[i] }
func (m sortByOffsetSlice) Less(i, j int) bool {
// Sort all filename matches to the start
if m[i].fileName != m[j].fileName {
return m[i].fileName
}
if m[i].byteOffset == m[j].byteOffset { // tie break if same offset
// Prefer longer candidates if starting at same position
return m[i].byteMatchSz > m[j].byteMatchSz
}
return m[i].byteOffset < m[j].byteOffset
}
// setScoreWeight is a helper used by gatherMatches to set the weight based on
// the score weight of the matchTree.
func setScoreWeight(scoreWeight float64, cm []*candidateMatch) []*candidateMatch {
for _, m := range cm {
m.scoreWeight = scoreWeight
}
return cm
}
func (d *indexData) branchIndex(docID uint32) int {
mask := d.fileBranchMasks[docID]
idx := 0
for mask != 0 {
if mask&0x1 != 0 {
return idx
}
idx++
mask >>= 1
}
return -1
}
// gatherBranches returns a list of branch names taking into account any branch
// filters in the query. If the query contains a branch filter, it returns all
// branches containing the docID and matching the branch filter. Otherwise, it
// returns all branches containing docID.
func (d *indexData) gatherBranches(docID uint32, mt matchTree, known map[matchTree]bool) []string {
var mask uint64
visitMatchAtoms(mt, known, func(mt matchTree) {
bq, ok := mt.(*branchQueryMatchTree)
if !ok {
return
}
mask = mask | bq.branchMask()
})
if mask == 0 {
mask = d.fileBranchMasks[docID]
}
var branches []string
id := uint32(1)
branchNames := d.branchNames[d.repos[docID]]
for mask != 0 {
if mask&0x1 != 0 {
branches = append(branches, branchNames[uint(id)])
}
id <<= 1
mask >>= 1
}
return branches
}
func (d *indexData) List(ctx context.Context, q query.Q, opts *ListOptions) (rl *RepoList, err error) {
var include func(rle *RepoListEntry) bool
q = d.simplify(q)
if c, ok := q.(*query.Const); ok {
if !c.Value {
return &RepoList{}, nil
}
include = func(rle *RepoListEntry) bool {
return true
}
} else {
sr, err := d.Search(ctx, q, &SearchOptions{
ShardRepoMaxMatchCount: 1,
})
if err != nil {
return nil, err
}
foundRepos := make(map[string]struct{}, len(sr.Files))
for _, file := range sr.Files {
foundRepos[file.Repository] = struct{}{}
}
include = func(rle *RepoListEntry) bool {
_, ok := foundRepos[rle.Repository.Name]
return ok
}
}
var l RepoList
field, err := opts.GetField()
if err != nil {
return nil, err
}
switch field {
case RepoListFieldRepos:
l.Repos = make([]*RepoListEntry, 0, len(d.repoListEntry))
case RepoListFieldReposMap:
l.ReposMap = make(ReposMap, len(d.repoListEntry))
}
for i := range d.repoListEntry {
if d.repoMetaData[i].Tombstone {
continue
}
rle := &d.repoListEntry[i]
if !include(rle) {
continue
}
l.Stats.Add(&rle.Stats)
// Backwards compat for when ID is missing
if rle.Repository.ID == 0 {
l.Repos = append(l.Repos, rle)
continue
}
switch field {
case RepoListFieldRepos:
l.Repos = append(l.Repos, rle)
case RepoListFieldReposMap:
l.ReposMap[rle.Repository.ID] = MinimalRepoListEntry{
HasSymbols: rle.Repository.HasSymbols,
Branches: rle.Repository.Branches,
IndexTimeUnix: rle.IndexMetadata.IndexTime.Unix(),
}
}
}
// Only one of these fields is populated and in all cases the size of that
// field is the number of Repos in this shard.
l.Stats.Repos = len(l.Repos) + len(l.ReposMap)
return &l, nil
}
// regexpToMatchTreeRecursive converts a regular expression to a matchTree mt. If
// mt is equivalent to the input r, isEqual = true and the matchTree can be used
// in place of the regex r. If singleLine = true, then the matchTree and all
// its children only match terms on the same line. singleLine is used during
// recursion to decide whether to return an andLineMatchTree (singleLine = true)
// or a andMatchTree (singleLine = false).
func (d *indexData) regexpToMatchTreeRecursive(r *syntax.Regexp, minTextSize int, fileName bool, caseSensitive bool) (mt matchTree, isEqual bool, singleLine bool, err error) {
// TODO - we could perhaps transform Begin/EndText in '\n'?
// TODO - we could perhaps transform CharClass in (OrQuery )
// if there are just a few runes, and part of a OpConcat?
switch r.Op {
case syntax.OpLiteral:
s := string(r.Rune)
if len(s) >= minTextSize {
ignoreCase := syntax.FoldCase == (r.Flags & syntax.FoldCase)
mt, err := d.newSubstringMatchTree(&query.Substring{Pattern: s, FileName: fileName, CaseSensitive: !ignoreCase && caseSensitive})
return mt, true, !strings.Contains(s, "\n"), err
}
case syntax.OpCapture:
return d.regexpToMatchTreeRecursive(r.Sub[0], minTextSize, fileName, caseSensitive)
case syntax.OpPlus:
return d.regexpToMatchTreeRecursive(r.Sub[0], minTextSize, fileName, caseSensitive)
case syntax.OpRepeat:
if r.Min == 1 {
return d.regexpToMatchTreeRecursive(r.Sub[0], minTextSize, fileName, caseSensitive)
} else if r.Min > 1 {
// (x){2,} can't be expressed precisely by the matchTree
mt, _, singleLine, err := d.regexpToMatchTreeRecursive(r.Sub[0], minTextSize, fileName, caseSensitive)
return mt, false, singleLine, err
}
case syntax.OpConcat, syntax.OpAlternate:
var qs []matchTree
isEq := true
singleLine = true
for _, sr := range r.Sub {
if sq, subIsEq, subSingleLine, err := d.regexpToMatchTreeRecursive(sr, minTextSize, fileName, caseSensitive); sq != nil {
if err != nil {
return nil, false, false, err
}
isEq = isEq && subIsEq
singleLine = singleLine && subSingleLine
qs = append(qs, sq)
}
}
if r.Op == syntax.OpConcat {
if len(qs) > 1 {
isEq = false
}
newQs := make([]matchTree, 0, len(qs))
for _, q := range qs {
if _, ok := q.(*bruteForceMatchTree); ok {
continue
}
newQs = append(newQs, q)
}
if len(newQs) == 1 {
return newQs[0], isEq, singleLine, nil
}
if len(newQs) == 0 {
return &bruteForceMatchTree{}, isEq, singleLine, nil
}
if singleLine {
return &andLineMatchTree{andMatchTree{children: newQs}}, isEq, singleLine, nil
}
return &andMatchTree{newQs}, isEq, singleLine, nil
}
for _, q := range qs {
if _, ok := q.(*bruteForceMatchTree); ok {
return q, isEq, false, nil
}
}
if len(qs) == 0 {
return &noMatchTree{Why: "const"}, isEq, false, nil
}
return &orMatchTree{qs}, isEq, false, nil
case syntax.OpStar:
if r.Sub[0].Op == syntax.OpAnyCharNotNL {
return &bruteForceMatchTree{}, false, true, nil
}
}
return &bruteForceMatchTree{}, false, false, nil
}
type timer struct {
last time.Time
}
func newTimer() *timer {
return &timer{
last: time.Now(),
}
}
func (t *timer) Elapsed() time.Duration {
now := time.Now()
d := now.Sub(t.last)
t.last = now
return d
}