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indexing.go
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indexing.go
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package esbulk
import (
"bytes"
"encoding/json"
"errors"
"fmt"
"io"
"log"
"net/http"
"net/url"
"strconv"
"strings"
"sync"
)
var ErrParseCannotServerAddr = errors.New("cannot parse server address")
// Options represents bulk indexing options.
type Options struct {
Host string
Port int
Index string
DocType string
BatchSize int
Verbose bool
IDField string
Scheme string // http or https
Username string
Password string
}
// Item represents a bulk action.
type Item struct {
IndexAction struct {
Index string `json:"_index"`
Type string `json:"_type"`
ID string `json:"_id"`
Status int `json:"status"`
Error struct {
Type string `json:"type"`
Reason string `json:"reason"`
} `json:"error"`
}
}
// BulkResponse is a response to a bulk request.
type BulkResponse struct {
Took int `json:"took"`
HasErrors bool `json:"errors"`
Items []Item `json:"items"`
}
// SetServer parses out host and port for a string and sets the option values.
func (o *Options) SetServer(s string) error {
locator, err := url.Parse(s)
if err != nil {
return err
}
o.Scheme = locator.Scheme
parts := strings.Split(locator.Host, ":")
switch len(parts) {
case 1:
log.Println(s, locator.Host, parts)
// assume port, like https://:9200
port, err := strconv.Atoi(parts[0])
if err != nil {
return err
}
o.Port = port
case 2:
o.Host = parts[0]
port, err := strconv.Atoi(parts[1])
if err != nil {
return err
}
o.Port = port
default:
return ErrParseCannotServerAddr
}
return nil
}
// BulkIndex takes a set of documents as strings and indexes them into elasticsearch.
func BulkIndex(docs []string, options Options) error {
if len(docs) == 0 {
return nil
}
link := fmt.Sprintf("%s://%s:%d/%s/%s/_bulk", options.Scheme, options.Host, options.Port, options.Index, options.DocType)
var lines []string
for _, doc := range docs {
if len(strings.TrimSpace(doc)) == 0 {
continue
}
header := fmt.Sprintf(`{"index": {"_index": "%s", "_type": "%s"}}`, options.Index, options.DocType)
// If an "-id" is given, peek into the document to extract the ID and
// use it in the header.
if options.IDField != "" {
var docmap map[string]interface{}
dec := json.NewDecoder(strings.NewReader(doc))
dec.UseNumber()
if err := dec.Decode(&docmap); err != nil {
return err
}
// Find ID in the document.
id, ok := docmap[options.IDField]
if !ok {
return fmt.Errorf("document has no ID field (%s): %s", options.IDField, doc)
}
// ID can be any type at this point, try to find a string
// representation or bail out.
var idstr string
switch t := id.(type) {
case string:
idstr = t
case fmt.Stringer:
idstr = t.String()
case json.Number:
idstr = t.String()
default:
return fmt.Errorf("cannot convert %T id value to string: %v", id, id)
}
header = fmt.Sprintf(`{"index": {"_index": "%s", "_type": "%s", "_id": "%s"}}`,
options.Index, options.DocType, idstr)
// Remove the IDField if it is accidentally named '_id', since
// Field [_id] is a metadata field and cannot be added inside a
// document.
if options.IDField == "_id" {
delete(docmap, "_id")
b, err := json.Marshal(docmap)
if err != nil {
return err
}
doc = string(b)
}
}
lines = append(lines, header)
lines = append(lines, doc)
}
body := fmt.Sprintf("%s\n", strings.Join(lines, "\n"))
// There are multiple ways indexing can fail, e.g. connection errors or
// bad requests. Finally, if we have a HTTP 200, the bulk request could
// still have failed: for that we need to decode the elasticsearch
// response.
req, err := http.NewRequest("POST", link, strings.NewReader(body))
if err != nil {
return err
}
if options.Username != "" && options.Password != "" {
req.SetBasicAuth(options.Username, options.Password)
}
response, err := http.DefaultClient.Do(req)
if err != nil {
return err
}
defer response.Body.Close()
if response.StatusCode >= 400 {
var buf bytes.Buffer
if _, err := io.Copy(&buf, response.Body); err != nil {
return err
}
return fmt.Errorf("indexing failed with %d %s: %s",
response.StatusCode, http.StatusText(response.StatusCode), buf.String())
}
var br BulkResponse
if err := json.NewDecoder(response.Body).Decode(&br); err != nil {
return err
}
if br.HasErrors {
return fmt.Errorf("error during bulk operation, try less workers (lower -w value) or increase thread_pool.bulk.queue_size in your nodes")
}
return nil
}
// Worker will batch index documents that come in on the lines channel.
func Worker(id string, options Options, lines chan string, wg *sync.WaitGroup) {
defer wg.Done()
var docs []string
counter := 0
for s := range lines {
docs = append(docs, s)
counter++
if counter%options.BatchSize == 0 {
msg := make([]string, len(docs))
if n := copy(msg, docs); n != len(docs) {
log.Fatalf("expected %d, but got %d", len(docs), n)
}
if err := BulkIndex(msg, options); err != nil {
log.Fatal(err)
}
if options.Verbose {
log.Printf("[%s] @%d\n", id, counter)
}
docs = nil
}
}
if len(docs) == 0 {
return
}
msg := make([]string, len(docs))
if n := copy(msg, docs); n != len(docs) {
log.Fatalf("expected %d, but got %d", len(docs), n)
}
if err := BulkIndex(msg, options); err != nil {
log.Fatal(err)
}
if options.Verbose {
log.Printf("[%s] @%d\n", id, counter)
}
}
// PutMapping applies a mapping from a reader.
func PutMapping(options Options, body io.Reader) error {
link := fmt.Sprintf("%s://%s:%d/%s/_mapping/%s", options.Scheme, options.Host, options.Port, options.Index, options.DocType)
req, err := http.NewRequest("PUT", link, body)
if err != nil {
return err
}
if options.Username != "" && options.Password != "" {
req.SetBasicAuth(options.Username, options.Password)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
return err
}
if options.Verbose {
log.Printf("applied mapping: %s", resp.Status)
}
return resp.Body.Close()
}
// CreateIndex creates a new index.
func CreateIndex(options Options) error {
link := fmt.Sprintf("%s://%s:%d/%s", options.Scheme, options.Host, options.Port, options.Index)
req, err := http.NewRequest("GET", link, nil)
if err != nil {
return err
}
if options.Username != "" && options.Password != "" {
req.SetBasicAuth(options.Username, options.Password)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
return err
}
defer resp.Body.Close()
// index already exists, return
if resp.StatusCode == 200 {
return nil
}
req, err = http.NewRequest("PUT", fmt.Sprintf("%s://%s:%d/%s/", options.Scheme, options.Host, options.Port, options.Index), nil)
if err != nil {
return err
}
if options.Username != "" && options.Password != "" {
req.SetBasicAuth(options.Username, options.Password)
}
resp, err = http.DefaultClient.Do(req)
if err != nil {
return err
}
defer resp.Body.Close()
if resp.StatusCode >= 400 {
var buf bytes.Buffer
if _, err := io.Copy(&buf, resp.Body); err != nil {
return err
}
return errors.New(buf.String())
}
if options.Verbose {
log.Printf("created index: %s\n", resp.Status)
}
return nil
}
// DeleteIndex removes an index.
func DeleteIndex(options Options) error {
link := fmt.Sprintf("%s://%s:%d/%s", options.Scheme, options.Host, options.Port, options.Index)
req, err := http.NewRequest("DELETE", link, nil)
if err != nil {
return err
}
if options.Username != "" && options.Password != "" {
req.SetBasicAuth(options.Username, options.Password)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
return err
}
if options.Verbose {
log.Printf("purged index: %s", resp.Status)
}
return resp.Body.Close()
}