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example_test.go
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example_test.go
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// Copyright 2012-present Oliver Eilhard. All rights reserved.
// Use of this source code is governed by a MIT-license.
// See http://olivere.mit-license.org/license.txt for details.
package elastic_test
import (
"context"
"encoding/json"
"fmt"
"log"
"os"
"reflect"
"time"
"github.com/olivere/elastic/v7"
)
type Tweet struct {
User string `json:"user"`
Message string `json:"message"`
Retweets int `json:"retweets"`
Image string `json:"image,omitempty"`
Created time.Time `json:"created,omitempty"`
Tags []string `json:"tags,omitempty"`
Location string `json:"location,omitempty"`
Suggest *elastic.SuggestField `json:"suggest_field,omitempty"`
}
func Example() {
errorlog := log.New(os.Stdout, "APP ", log.LstdFlags)
// Obtain a client. You can also provide your own HTTP client here.
client, err := elastic.NewClient(elastic.SetErrorLog(errorlog))
// Trace request and response details like this
// client, err := elastic.NewClient(elastic.SetTraceLog(log.New(os.Stdout, "", 0)))
if err != nil {
// Handle error
panic(err)
}
// Ping the Elasticsearch server to get e.g. the version number
info, code, err := client.Ping("http://127.0.0.1:9200").Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
fmt.Printf("Elasticsearch returned with code %d and version %s\n", code, info.Version.Number)
// Getting the ES version number is quite common, so there's a shortcut
esversion, err := client.ElasticsearchVersion("http://127.0.0.1:9200")
if err != nil {
// Handle error
panic(err)
}
fmt.Printf("Elasticsearch version %s\n", esversion)
// Use the IndexExists service to check if a specified index exists.
exists, err := client.IndexExists("twitter").Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
if !exists {
// Create a new index.
mapping := `
{
"settings":{
"number_of_shards":1,
"number_of_replicas":0
},
"mappings":{
"doc":{
"properties":{
"user":{
"type":"keyword"
},
"message":{
"type":"text",
"store": true,
"fielddata": true
},
"retweets":{
"type":"long"
},
"tags":{
"type":"keyword"
},
"location":{
"type":"geo_point"
},
"suggest_field":{
"type":"completion"
}
}
}
}
}
`
createIndex, err := client.CreateIndex("twitter").Body(mapping).Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
if !createIndex.Acknowledged {
// Not acknowledged
}
}
// Index a tweet (using JSON serialization)
tweet1 := Tweet{User: "olivere", Message: "Take Five", Retweets: 0}
put1, err := client.Index().
Index("twitter").
Id("1").
BodyJson(tweet1).
Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
fmt.Printf("Indexed tweet %s to index %s, type %s\n", put1.Id, put1.Index, put1.Type)
// Index a second tweet (by string)
tweet2 := `{"user" : "olivere", "message" : "It's a Raggy Waltz"}`
put2, err := client.Index().
Index("twitter").
Id("2").
BodyString(tweet2).
Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
fmt.Printf("Indexed tweet %s to index %s, type %s\n", put2.Id, put2.Index, put2.Type)
// Get tweet with specified ID
get1, err := client.Get().
Index("twitter").
Id("1").
Do(context.Background())
if err != nil {
switch {
case elastic.IsNotFound(err):
panic(fmt.Sprintf("Document not found: %v", err))
case elastic.IsTimeout(err):
panic(fmt.Sprintf("Timeout retrieving document: %v", err))
case elastic.IsConnErr(err):
panic(fmt.Sprintf("Connection problem: %v", err))
default:
// Some other kind of error
panic(err)
}
}
fmt.Printf("Got document %s in version %d from index %s, type %s\n", get1.Id, get1.Version, get1.Index, get1.Type)
// Refresh to make sure the documents are searchable.
_, err = client.Refresh().Index("twitter").Do(context.Background())
if err != nil {
panic(err)
}
// Search with a term query
termQuery := elastic.NewTermQuery("user", "olivere")
searchResult, err := client.Search().
Index("twitter"). // search in index "twitter"
Query(termQuery). // specify the query
Sort("user", true). // sort by "user" field, ascending
From(0).Size(10). // take documents 0-9
Pretty(true). // pretty print request and response JSON
Do(context.Background()) // execute
if err != nil {
// Handle error
panic(err)
}
// searchResult is of type SearchResult and returns hits, suggestions,
// and all kinds of other information from Elasticsearch.
fmt.Printf("Query took %d milliseconds\n", searchResult.TookInMillis)
// Each is a convenience function that iterates over hits in a search result.
// It makes sure you don't need to check for nil values in the response.
// However, it ignores errors in serialization. If you want full control
// over iterating the hits, see below.
var ttyp Tweet
for _, item := range searchResult.Each(reflect.TypeOf(ttyp)) {
t := item.(Tweet)
fmt.Printf("Tweet by %s: %s\n", t.User, t.Message)
}
// TotalHits is another convenience function that works even when something goes wrong.
fmt.Printf("Found a total of %d tweets\n", searchResult.TotalHits())
// Here's how you iterate through results with full control over each step.
if searchResult.TotalHits() > 0 {
fmt.Printf("Found a total of %d tweets\n", searchResult.TotalHits())
// Iterate through results
for _, hit := range searchResult.Hits.Hits {
// hit.Index contains the name of the index
// Deserialize hit.Source into a Tweet (could also be just a map[string]interface{}).
var t Tweet
err := json.Unmarshal(hit.Source, &t)
if err != nil {
// Deserialization failed
}
// Work with tweet
fmt.Printf("Tweet by %s: %s\n", t.User, t.Message)
}
} else {
// No hits
fmt.Print("Found no tweets\n")
}
// Update a tweet by the update API of Elasticsearch.
// We just increment the number of retweets.
script := elastic.NewScript("ctx._source.retweets += params.num").Param("num", 1)
update, err := client.Update().Index("twitter").Id("1").
Script(script).
Upsert(map[string]interface{}{"retweets": 0}).
Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
fmt.Printf("New version of tweet %q is now %d", update.Id, update.Version)
// ...
// Delete an index.
deleteIndex, err := client.DeleteIndex("twitter").Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
if !deleteIndex.Acknowledged {
// Not acknowledged
}
}
func ExampleNewClient_default() {
// Obtain a client to the Elasticsearch instance on http://127.0.0.1:9200.
client, err := elastic.NewClient()
if err != nil {
// Handle error
fmt.Printf("connection failed: %v\n", err)
} else {
fmt.Println("connected")
}
_ = client
// Output:
// connected
}
func ExampleNewClient_cluster() {
// Obtain a client for an Elasticsearch cluster of two nodes,
// running on 10.0.1.1 and 10.0.1.2.
client, err := elastic.NewClient(elastic.SetURL("http://10.0.1.1:9200", "http://10.0.1.2:9200"))
if err != nil {
// Handle error
panic(err)
}
_ = client
}
func ExampleNewClient_manyOptions() {
// Obtain a client for an Elasticsearch cluster of two nodes,
// running on 10.0.1.1 and 10.0.1.2. Do not run the sniffer.
// Set the healthcheck interval to 10s. When requests fail,
// retry 5 times. Print error messages to os.Stderr and informational
// messages to os.Stdout.
client, err := elastic.NewClient(
elastic.SetURL("http://10.0.1.1:9200", "http://10.0.1.2:9200"),
elastic.SetSniff(false),
elastic.SetHealthcheckInterval(10*time.Second),
elastic.SetMaxRetries(5),
elastic.SetErrorLog(log.New(os.Stderr, "ELASTIC ", log.LstdFlags)),
elastic.SetInfoLog(log.New(os.Stdout, "", log.LstdFlags)))
if err != nil {
// Handle error
panic(err)
}
_ = client
}
func ExampleIndicesExistsService() {
// Get a client to the local Elasticsearch instance.
client, err := elastic.NewClient()
if err != nil {
// Handle error
panic(err)
}
// Use the IndexExists service to check if the index "twitter" exists.
exists, err := client.IndexExists("twitter").Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
if exists {
// ...
}
}
func ExampleIndicesCreateService() {
// Get a client to the local Elasticsearch instance.
client, err := elastic.NewClient()
if err != nil {
// Handle error
panic(err)
}
// Create a new index.
createIndex, err := client.CreateIndex("twitter").Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
if !createIndex.Acknowledged {
// Not acknowledged
}
}
func ExampleIndicesDeleteService() {
// Get a client to the local Elasticsearch instance.
client, err := elastic.NewClient()
if err != nil {
// Handle error
panic(err)
}
// Delete an index.
deleteIndex, err := client.DeleteIndex("twitter").Do(context.Background())
if err != nil {
// Handle error
panic(err)
}
if !deleteIndex.Acknowledged {
// Not acknowledged
}
}
func ExampleSearchService() {
// Get a client to the local Elasticsearch instance.
client, err := elastic.NewClient()
if err != nil {
// Handle error
panic(err)
}
// Search with a term query
termQuery := elastic.NewTermQuery("user", "olivere")
searchResult, err := client.Search().
Index("twitter"). // search in index "twitter"
Query(termQuery). // specify the query
Sort("user", true). // sort by "user" field, ascending
From(0).Size(10). // take documents 0-9
Pretty(true). // pretty print request and response JSON
Do(context.Background()) // execute
if err != nil {
// Handle error
panic(err)
}
// searchResult is of type SearchResult and returns hits, suggestions,
// and all kinds of other information from Elasticsearch.
fmt.Printf("Query took %d milliseconds\n", searchResult.TookInMillis)
// Number of hits
if searchResult.TotalHits() > 0 {
fmt.Printf("Found a total of %d tweets\n", searchResult.TotalHits())
// Iterate through results
for _, hit := range searchResult.Hits.Hits {
// hit.Index contains the name of the index
// Deserialize hit.Source into a Tweet (could also be just a map[string]interface{}).
var t Tweet
err := json.Unmarshal(hit.Source, &t)
if err != nil {
// Deserialization failed
}
// Work with tweet
fmt.Printf("Tweet by %s: %s\n", t.User, t.Message)
}
} else {
// No hits
fmt.Print("Found no tweets\n")
}
}
func ExampleAggregations() {
// Get a client to the local Elasticsearch instance.
client, err := elastic.NewClient()
if err != nil {
// Handle error
panic(err)
}
// Create an aggregation for users and a sub-aggregation for a date histogram of tweets (per year).
timeline := elastic.NewTermsAggregation().Field("user").Size(10).OrderByCountDesc()
histogram := elastic.NewDateHistogramAggregation().Field("created").Interval("year")
timeline = timeline.SubAggregation("history", histogram)
// Search with a term query
searchResult, err := client.Search().
Index("twitter"). // search in index "twitter"
Query(elastic.NewMatchAllQuery()). // return all results, but ...
SearchType("count"). // ... do not return hits, just the count
Aggregation("timeline", timeline). // add our aggregation to the query
Pretty(true). // pretty print request and response JSON
Do(context.Background()) // execute
if err != nil {
// Handle error
panic(err)
}
// Access "timeline" aggregate in search result.
agg, found := searchResult.Aggregations.Terms("timeline")
if !found {
log.Fatalf("we should have a terms aggregation called %q", "timeline")
}
for _, userBucket := range agg.Buckets {
// Every bucket should have the user field as key.
user := userBucket.Key
// The sub-aggregation history should have the number of tweets per year.
histogram, found := userBucket.DateHistogram("history")
if found {
for _, year := range histogram.Buckets {
var key string
if s := year.KeyAsString; s != nil {
key = *s
}
fmt.Printf("user %q has %d tweets in %q\n", user, year.DocCount, key)
}
}
}
}
func ExampleSearchResult() {
client, err := elastic.NewClient()
if err != nil {
panic(err)
}
// Do a search
searchResult, err := client.Search().Index("twitter").Query(elastic.NewMatchAllQuery()).Do(context.Background())
if err != nil {
panic(err)
}
// searchResult is of type SearchResult and returns hits, suggestions,
// and all kinds of other information from Elasticsearch.
fmt.Printf("Query took %d milliseconds\n", searchResult.TookInMillis)
// Each is a utility function that iterates over hits in a search result.
// It makes sure you don't need to check for nil values in the response.
// However, it ignores errors in serialization. If you want full control
// over iterating the hits, see below.
var ttyp Tweet
for _, item := range searchResult.Each(reflect.TypeOf(ttyp)) {
t := item.(Tweet)
fmt.Printf("Tweet by %s: %s\n", t.User, t.Message)
}
fmt.Printf("Found a total of %d tweets\n", searchResult.TotalHits())
// Here's how you iterate hits with full control.
if searchResult.TotalHits() > 0 {
fmt.Printf("Found a total of %d tweets\n", searchResult.TotalHits())
// Iterate through results
for _, hit := range searchResult.Hits.Hits {
// hit.Index contains the name of the index
// Deserialize hit.Source into a Tweet (could also be just a map[string]interface{}).
var t Tweet
err := json.Unmarshal(hit.Source, &t)
if err != nil {
// Deserialization failed
}
// Work with tweet
fmt.Printf("Tweet by %s: %s\n", t.User, t.Message)
}
} else {
// No hits
fmt.Print("Found no tweets\n")
}
}
func ExampleClusterHealthService() {
client, err := elastic.NewClient()
if err != nil {
panic(err)
}
// Get cluster health
res, err := client.ClusterHealth().Index("twitter").Do(context.Background())
if err != nil {
panic(err)
}
if res == nil {
panic(err)
}
fmt.Printf("Cluster status is %q\n", res.Status)
}
func ExampleClusterHealthService_WaitForStatus() {
client, err := elastic.NewClient()
if err != nil {
panic(err)
}
// Wait for status green
res, err := client.ClusterHealth().WaitForStatus("green").Timeout("15s").Do(context.Background())
if err != nil {
panic(err)
}
if res.TimedOut {
fmt.Printf("time out waiting for cluster status %q\n", "green")
} else {
fmt.Printf("cluster status is %q\n", res.Status)
}
}
func ExampleClusterStateService() {
client, err := elastic.NewClient()
if err != nil {
panic(err)
}
// Get cluster state
res, err := client.ClusterState().Metric("version").Do(context.Background())
if err != nil {
panic(err)
}
fmt.Printf("Cluster %q has version %d", res.ClusterName, res.Version)
}