github.com/m3db/m3@v1.5.1-0.20231129193456-75a402aa583b/examples/dbnode/proto_client/main.go (about) 1 // Copyright (c) 2020 Uber Technologies, Inc. 2 // 3 // Permission is hereby granted, free of charge, to any person obtaining a copy 4 // of this software and associated documentation files (the "Software"), to deal 5 // in the Software without restriction, including without limitation the rights 6 // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 7 // copies of the Software, and to permit persons to whom the Software is 8 // furnished to do so, subject to the following conditions: 9 // 10 // The above copyright notice and this permission notice shall be included in 11 // all copies or substantial portions of the Software. 12 // 13 // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 14 // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 15 // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 16 // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 17 // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 18 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 19 // THE SOFTWARE. 20 21 package main 22 23 import ( 24 "flag" 25 "io/ioutil" 26 "log" 27 "sync" 28 "time" 29 30 "github.com/jhump/protoreflect/desc" 31 "github.com/jhump/protoreflect/dynamic" 32 "github.com/m3db/m3/src/dbnode/client" 33 "github.com/m3db/m3/src/dbnode/encoding/proto" 34 "github.com/m3db/m3/src/x/ident" 35 xtime "github.com/m3db/m3/src/x/time" 36 yaml "gopkg.in/yaml.v2" 37 ) 38 39 const ( 40 namespace = "default" 41 ) 42 43 var ( 44 namespaceID = ident.StringID(namespace) 45 ) 46 47 type config struct { 48 Client client.Configuration `yaml:"m3db_client"` 49 } 50 51 var configFile = flag.String("f", "", "configuration file") 52 53 func main() { 54 flag.Parse() 55 if *configFile == "" { 56 flag.Usage() 57 return 58 } 59 60 cfgBytes, err := ioutil.ReadFile(*configFile) 61 if err != nil { 62 log.Fatalf("unable to read config file: %s, err: %v", *configFile, err) 63 } 64 65 cfg := &config{} 66 if err := yaml.UnmarshalStrict(cfgBytes, cfg); err != nil { 67 log.Fatalf("unable to parse YAML: %v", err) 68 } 69 70 // TODO(rartoul): Provide guidelines on reducing memory usage by tuning pooling options. 71 client, err := cfg.Client.NewClient(client.ConfigurationParameters{}) 72 if err != nil { 73 log.Fatalf("unable to create new M3DB client: %v", err) 74 } 75 76 session, err := client.DefaultSession() 77 if err != nil { 78 log.Fatalf("unable to create new M3DB session: %v", err) 79 } 80 defer session.Close() 81 82 schemaConfig, ok := cfg.Client.Proto.SchemaRegistry[namespace] 83 if !ok { 84 log.Fatalf("schema path for namespace: %s not found", namespace) 85 } 86 87 // NB(rartoul): Using dynamic / reflection based library for marshaling and unmarshaling protobuf 88 // messages for simplicity, use generated message-specific bindings in production. 89 schema, err := proto.ParseProtoSchema(schemaConfig.SchemaFilePath, schemaConfig.MessageName) 90 if err != nil { 91 log.Fatalf("could not parse proto schema: %v", err) 92 } 93 94 runUntaggedExample(session, schema) 95 runTaggedExample(session, schema) 96 // TODO(rartoul): Add an aggregations query example. 97 } 98 99 // runUntaggedExample demonstrates how to write "untagged" (unindexed) data into M3DB with a given 100 // protobuf schema and then read it back out again. 101 func runUntaggedExample(session client.Session, schema *desc.MessageDescriptor) { 102 log.Printf("------ run untagged example ------") 103 var ( 104 untaggedSeriesID = ident.StringID("untagged_seriesID") 105 m = newTestValue(schema) 106 ) 107 marshaled, err := m.Marshal() 108 if err != nil { 109 log.Fatalf("error marshaling protobuf message: %v", err) 110 } 111 112 // Write an untagged series ID. Pass 0 for value since it is ignored. 113 if err := session.Write(namespaceID, untaggedSeriesID, xtime.Now(), 0, xtime.Nanosecond, marshaled); err != nil { 114 log.Fatalf("unable to write untagged series: %v", err) 115 } 116 117 // Fetch data for the untagged seriesID written within the last minute. 118 seriesIter, err := session.Fetch(namespaceID, untaggedSeriesID, xtime.Now().Add(-time.Minute), xtime.Now()) 119 if err != nil { 120 log.Fatalf("error fetching data for untagged series: %v", err) 121 } 122 for seriesIter.Next() { 123 m = dynamic.NewMessage(schema) 124 dp, _, marshaledProto := seriesIter.Current() 125 if err := m.Unmarshal(marshaledProto); err != nil { 126 log.Fatalf("error unmarshaling protobuf message: %v", err) 127 } 128 log.Printf("%s: %s", dp.TimestampNanos.String(), m.String()) 129 } 130 if err := seriesIter.Err(); err != nil { 131 log.Fatalf("error in series iterator: %v", err) 132 } 133 } 134 135 // runTaggedExample demonstrates how to write "tagged" (indexed) data into M3DB with a given protobuf 136 // schema and then read it back out again by either: 137 // 138 // 1. Querying for a specific time series by its ID directly 139 // 2. TODO(rartoul): Querying for a set of time series using an inverted index query 140 func runTaggedExample(session client.Session, schema *desc.MessageDescriptor) { 141 log.Printf("------ run tagged example ------") 142 var ( 143 seriesID = ident.StringID("vehicle_id_1") 144 tags = []ident.Tag{ 145 {Name: ident.StringID("type"), Value: ident.StringID("sedan")}, 146 {Name: ident.StringID("city"), Value: ident.StringID("san_francisco")}, 147 } 148 tagsIter = ident.NewTagsIterator(ident.NewTags(tags...)) 149 m = newTestValue(schema) 150 ) 151 marshaled, err := m.Marshal() 152 if err != nil { 153 log.Fatalf("error marshaling protobuf message: %v", err) 154 } 155 156 // Write a tagged series ID. Pass 0 for value since it is ignored. 157 if err := session.WriteTagged(namespaceID, seriesID, tagsIter, xtime.Now(), 0, xtime.Nanosecond, marshaled); err != nil { 158 log.Fatalf("error writing series %s, err: %v", seriesID.String(), err) 159 } 160 161 // Fetch data for the tagged seriesID using a direct ID lookup (only data written within the last minute). 162 seriesIter, err := session.Fetch(namespaceID, seriesID, xtime.Now().Add(-time.Minute), xtime.Now()) 163 if err != nil { 164 log.Fatalf("error fetching data for untagged series: %v", err) 165 } 166 for seriesIter.Next() { 167 m = dynamic.NewMessage(schema) 168 dp, _, marshaledProto := seriesIter.Current() 169 if err := m.Unmarshal(marshaledProto); err != nil { 170 log.Fatalf("error unamrshaling protobuf message: %v", err) 171 } 172 log.Printf("%s: %s", dp.TimestampNanos.String(), m.String()) 173 } 174 if err := seriesIter.Err(); err != nil { 175 log.Fatalf("error in series iterator: %v", err) 176 } 177 178 // TODO(rartoul): Show an example of how to execute a FetchTagged() call with an index query. 179 } 180 181 var ( 182 testValueLock sync.Mutex 183 testValueCount = 1 184 ) 185 186 func newTestValue(schema *desc.MessageDescriptor) *dynamic.Message { 187 testValueLock.Lock() 188 defer testValueLock.Unlock() 189 190 m := dynamic.NewMessage(schema) 191 m.SetFieldByName("latitude", float64(testValueCount)) 192 m.SetFieldByName("longitude", float64(testValueCount)) 193 m.SetFieldByName("fuel_percent", 0.75) 194 m.SetFieldByName("status", "active") 195 196 testValueCount++ 197 198 return m 199 }