// Copyright (c) 2017 Couchbase, Inc. // // 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 mem import ( "math" "sort" "github.com/RoaringBitmap/roaring" "github.com/blevesearch/bleve/analysis" "github.com/blevesearch/bleve/document" "github.com/blevesearch/bleve/index" ) // NewFromAnalyzedDocs places the analyzed document mutations into this segment func NewFromAnalyzedDocs(results []*index.AnalysisResult) *Segment { s := New() // ensure that _id field get fieldID 0 s.getOrDefineField("_id") // walk each doc for _, result := range results { s.processDocument(result) } // go back and sort the dictKeys for _, dict := range s.DictKeys { sort.Strings(dict) } // compute memory usage of segment s.updateSizeInBytes() // professional debugging // // log.Printf("fields: %v\n", s.FieldsMap) // log.Printf("fieldsInv: %v\n", s.FieldsInv) // log.Printf("fieldsLoc: %v\n", s.FieldsLoc) // log.Printf("dicts: %v\n", s.Dicts) // log.Printf("dict keys: %v\n", s.DictKeys) // for i, posting := range s.Postings { // log.Printf("posting %d: %v\n", i, posting) // } // for i, freq := range s.Freqs { // log.Printf("freq %d: %v\n", i, freq) // } // for i, norm := range s.Norms { // log.Printf("norm %d: %v\n", i, norm) // } // for i, field := range s.Locfields { // log.Printf("field %d: %v\n", i, field) // } // for i, start := range s.Locstarts { // log.Printf("start %d: %v\n", i, start) // } // for i, end := range s.Locends { // log.Printf("end %d: %v\n", i, end) // } // for i, pos := range s.Locpos { // log.Printf("pos %d: %v\n", i, pos) // } // for i, apos := range s.Locarraypos { // log.Printf("apos %d: %v\n", i, apos) // } // log.Printf("stored: %v\n", s.Stored) // log.Printf("stored types: %v\n", s.StoredTypes) // log.Printf("stored pos: %v\n", s.StoredPos) return s } func (s *Segment) processDocument(result *index.AnalysisResult) { // used to collate information across fields docMap := map[uint16]analysis.TokenFrequencies{} fieldLens := map[uint16]int{} docNum := uint64(s.addDocument()) processField := func(field uint16, name string, l int, tf analysis.TokenFrequencies) { fieldLens[field] += l if existingFreqs, ok := docMap[field]; ok { existingFreqs.MergeAll(name, tf) } else { docMap[field] = tf } } storeField := func(docNum uint64, field uint16, typ byte, val []byte, pos []uint64) { s.Stored[docNum][field] = append(s.Stored[docNum][field], val) s.StoredTypes[docNum][field] = append(s.StoredTypes[docNum][field], typ) s.StoredPos[docNum][field] = append(s.StoredPos[docNum][field], pos) } // walk each composite field for _, field := range result.Document.CompositeFields { fieldID := uint16(s.getOrDefineField(field.Name())) l, tf := field.Analyze() processField(fieldID, field.Name(), l, tf) } // walk each field for i, field := range result.Document.Fields { fieldID := uint16(s.getOrDefineField(field.Name())) l := result.Length[i] tf := result.Analyzed[i] processField(fieldID, field.Name(), l, tf) if field.Options().IsStored() { storeField(docNum, fieldID, encodeFieldType(field), field.Value(), field.ArrayPositions()) } // TODO with mapping changes for dv //if field.Options().IncludeDocValues() { s.DocValueFields = append(s.DocValueFields, fieldID) //} } // now that its been rolled up into docMap, walk that for fieldID, tokenFrequencies := range docMap { for term, tokenFreq := range tokenFrequencies { fieldTermPostings := s.Dicts[fieldID][term] // FIXME this if/else block has duplicate code that has resulted in // bugs fixed/missed more than once, need to refactor if fieldTermPostings == 0 { // need to build new posting bs := roaring.New() bs.AddInt(int(docNum)) newPostingID := uint64(len(s.Postings) + 1) // add this new bitset to the postings slice s.Postings = append(s.Postings, bs) locationBS := roaring.New() s.PostingsLocs = append(s.PostingsLocs, locationBS) // add this to the details slice s.Freqs = append(s.Freqs, []uint64{uint64(tokenFreq.Frequency())}) s.Norms = append(s.Norms, []float32{float32(1.0 / math.Sqrt(float64(fieldLens[fieldID])))}) // add to locations var locfields []uint16 var locstarts []uint64 var locends []uint64 var locpos []uint64 var locarraypos [][]uint64 if len(tokenFreq.Locations) > 0 { locationBS.AddInt(int(docNum)) } for _, loc := range tokenFreq.Locations { var locf = fieldID if loc.Field != "" { locf = uint16(s.getOrDefineField(loc.Field)) } locfields = append(locfields, locf) locstarts = append(locstarts, uint64(loc.Start)) locends = append(locends, uint64(loc.End)) locpos = append(locpos, uint64(loc.Position)) if len(loc.ArrayPositions) > 0 { locarraypos = append(locarraypos, loc.ArrayPositions) } else { locarraypos = append(locarraypos, nil) } } s.Locfields = append(s.Locfields, locfields) s.Locstarts = append(s.Locstarts, locstarts) s.Locends = append(s.Locends, locends) s.Locpos = append(s.Locpos, locpos) s.Locarraypos = append(s.Locarraypos, locarraypos) // record it s.Dicts[fieldID][term] = newPostingID // this term was new for this field, add it to dictKeys s.DictKeys[fieldID] = append(s.DictKeys[fieldID], term) } else { // posting already started for this field/term // the actual offset is - 1, because 0 is zero value bs := s.Postings[fieldTermPostings-1] bs.AddInt(int(docNum)) locationBS := s.PostingsLocs[fieldTermPostings-1] s.Freqs[fieldTermPostings-1] = append(s.Freqs[fieldTermPostings-1], uint64(tokenFreq.Frequency())) s.Norms[fieldTermPostings-1] = append(s.Norms[fieldTermPostings-1], float32(1.0/math.Sqrt(float64(fieldLens[fieldID])))) if len(tokenFreq.Locations) > 0 { locationBS.AddInt(int(docNum)) } for _, loc := range tokenFreq.Locations { var locf = fieldID if loc.Field != "" { locf = uint16(s.getOrDefineField(loc.Field)) } s.Locfields[fieldTermPostings-1] = append(s.Locfields[fieldTermPostings-1], locf) s.Locstarts[fieldTermPostings-1] = append(s.Locstarts[fieldTermPostings-1], uint64(loc.Start)) s.Locends[fieldTermPostings-1] = append(s.Locends[fieldTermPostings-1], uint64(loc.End)) s.Locpos[fieldTermPostings-1] = append(s.Locpos[fieldTermPostings-1], uint64(loc.Position)) if len(loc.ArrayPositions) > 0 { s.Locarraypos[fieldTermPostings-1] = append(s.Locarraypos[fieldTermPostings-1], loc.ArrayPositions) } else { s.Locarraypos[fieldTermPostings-1] = append(s.Locarraypos[fieldTermPostings-1], nil) } } } } } } func (s *Segment) getOrDefineField(name string) int { fieldID, ok := s.FieldsMap[name] if !ok { fieldID = uint16(len(s.FieldsInv) + 1) s.FieldsMap[name] = fieldID s.FieldsInv = append(s.FieldsInv, name) s.Dicts = append(s.Dicts, make(map[string]uint64)) s.DictKeys = append(s.DictKeys, make([]string, 0)) } return int(fieldID - 1) } func (s *Segment) addDocument() int { docNum := len(s.Stored) s.Stored = append(s.Stored, map[uint16][][]byte{}) s.StoredTypes = append(s.StoredTypes, map[uint16][]byte{}) s.StoredPos = append(s.StoredPos, map[uint16][][]uint64{}) return docNum } func encodeFieldType(f document.Field) byte { fieldType := byte('x') switch f.(type) { case *document.TextField: fieldType = 't' case *document.NumericField: fieldType = 'n' case *document.DateTimeField: fieldType = 'd' case *document.BooleanField: fieldType = 'b' case *document.GeoPointField: fieldType = 'g' case *document.CompositeField: fieldType = 'c' } return fieldType }