Merge pull request #2129 from wanjunlei/master

add auditing events search api
This commit is contained in:
KubeSphere CI Bot
2020-06-01 11:45:37 +08:00
committed by GitHub
18 changed files with 1258 additions and 8 deletions

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/*
Copyright 2020 The KubeSphere Authors.
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 elasticsearch
import (
"fmt"
es5 "github.com/elastic/go-elasticsearch/v5"
es5api "github.com/elastic/go-elasticsearch/v5/esapi"
es6 "github.com/elastic/go-elasticsearch/v6"
es6api "github.com/elastic/go-elasticsearch/v6/esapi"
es7 "github.com/elastic/go-elasticsearch/v7"
es7api "github.com/elastic/go-elasticsearch/v7/esapi"
jsoniter "github.com/json-iterator/go"
"io"
"net/http"
)
type Request struct {
Index string
Body io.Reader
}
type Response struct {
Hits Hits `json:"hits"`
Aggregations map[string]jsoniter.RawMessage `json:"aggregations"`
}
type Hits struct {
Total int64 `json:"total"`
Hits jsoniter.RawMessage `json:"hits"`
}
type Error struct {
Type string `json:"type"`
Reason string `json:"reason"`
Status int `json:"status"`
}
func (e Error) Error() string {
return fmt.Sprintf("%s %s: %s", http.StatusText(e.Status), e.Type, e.Reason)
}
type ClientV5 es5.Client
func (c *ClientV5) ExSearch(r *Request) (*Response, error) {
return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body)))
}
func (c *ClientV5) parse(resp *es5api.Response, err error) (*Response, error) {
if err != nil {
return nil, fmt.Errorf("error getting response: %s", err)
}
defer func() {
_ = resp.Body.Close()
}()
if resp.IsError() {
return nil, fmt.Errorf(resp.String())
}
var r struct {
Hits struct {
Total int64 `json:"total"`
Hits jsoniter.RawMessage `json:"hits"`
} `json:"hits"`
Aggregations map[string]jsoniter.RawMessage `json:"aggregations"`
}
if err := json.NewDecoder(resp.Body).Decode(&r); err != nil {
return nil, fmt.Errorf("error parsing the response body: %s", err)
}
return &Response{
Hits: Hits{Total: r.Hits.Total, Hits: r.Hits.Hits},
Aggregations: r.Aggregations,
}, nil
}
func (c *ClientV5) Version() (string, error) {
resp, err := c.Info()
if err != nil {
return "", err
}
defer func() {
_ = resp.Body.Close()
}()
if resp.IsError() {
return "", fmt.Errorf(resp.String())
}
var r map[string]interface{}
if err := json.NewDecoder(resp.Body).Decode(&r); err != nil {
return "", fmt.Errorf("error parsing the response body: %s", err)
}
return fmt.Sprintf("%s", r["version"].(map[string]interface{})["number"]), nil
}
type ClientV6 es6.Client
func (c *ClientV6) ExSearch(r *Request) (*Response, error) {
return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body)))
}
func (c *ClientV6) parse(resp *es6api.Response, err error) (*Response, error) {
if err != nil {
return nil, fmt.Errorf("error getting response: %s", err)
}
defer func() {
_ = resp.Body.Close()
}()
if resp.IsError() {
return nil, fmt.Errorf(resp.String())
}
var r struct {
Hits *struct {
Total int64 `json:"total"`
Hits jsoniter.RawMessage `json:"hits"`
} `json:"hits"`
Aggregations map[string]jsoniter.RawMessage `json:"aggregations"`
}
if err := json.NewDecoder(resp.Body).Decode(&r); err != nil {
return nil, fmt.Errorf("error parsing the response body: %s", err)
}
return &Response{
Hits: Hits{Total: r.Hits.Total, Hits: r.Hits.Hits},
Aggregations: r.Aggregations,
}, nil
}
type ClientV7 es7.Client
func (c *ClientV7) ExSearch(r *Request) (*Response, error) {
return c.parse(c.Search(c.Search.WithIndex(r.Index), c.Search.WithBody(r.Body)))
}
func (c *ClientV7) parse(resp *es7api.Response, err error) (*Response, error) {
if err != nil {
return nil, fmt.Errorf("error getting response: %s", err)
}
defer func() {
_ = resp.Body.Close()
}()
if resp.IsError() {
return nil, fmt.Errorf(resp.String())
}
var r struct {
Hits *struct {
Total struct {
Value int64 `json:"value"`
} `json:"total"`
Hits jsoniter.RawMessage `json:"hits"`
} `json:"hits"`
Aggregations map[string]jsoniter.RawMessage `json:"aggregations"`
}
if err := json.NewDecoder(resp.Body).Decode(&r); err != nil {
return nil, fmt.Errorf("error parsing the response body: %s", err)
}
return &Response{
Hits: Hits{Total: r.Hits.Total.Value, Hits: r.Hits.Hits},
Aggregations: r.Aggregations,
}, nil
}
type client interface {
ExSearch(r *Request) (*Response, error)
}

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/*
Copyright 2020 The KubeSphere Authors.
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 elasticsearch
import (
"bytes"
"fmt"
"strings"
"time"
es5 "github.com/elastic/go-elasticsearch/v5"
es6 "github.com/elastic/go-elasticsearch/v6"
es7 "github.com/elastic/go-elasticsearch/v7"
jsoniter "github.com/json-iterator/go"
"kubesphere.io/kubesphere/pkg/simple/client/auditing"
)
var json = jsoniter.ConfigCompatibleWithStandardLibrary
type Elasticsearch struct {
c client
opts struct {
index string
}
}
func (es *Elasticsearch) SearchAuditingEvent(filter *auditing.Filter, from, size int64,
sort string) (*auditing.Events, error) {
queryPart := parseToQueryPart(filter)
if sort == "" {
sort = "desc"
}
sortPart := []map[string]interface{}{{
"RequestReceivedTimestamp": map[string]string{"order": sort},
}}
b := map[string]interface{}{
"from": from,
"size": size,
"query": queryPart,
"sort": sortPart,
}
body, err := json.Marshal(b)
if err != nil {
return nil, err
}
resp, err := es.c.ExSearch(&Request{
Index: es.opts.index,
Body: bytes.NewBuffer(body),
})
if err != nil || resp == nil {
return nil, err
}
var innerHits []struct {
*auditing.Event `json:"_source"`
}
if err := json.Unmarshal(resp.Hits.Hits, &innerHits); err != nil {
return nil, err
}
evts := auditing.Events{Total: resp.Hits.Total}
for _, hit := range innerHits {
evts.Records = append(evts.Records, hit.Event)
}
return &evts, nil
}
func (es *Elasticsearch) CountOverTime(filter *auditing.Filter, interval string) (*auditing.Histogram, error) {
if interval == "" {
interval = "15m"
}
queryPart := parseToQueryPart(filter)
aggName := "events_count_over_timestamp"
aggsPart := map[string]interface{}{
aggName: map[string]interface{}{
"date_histogram": map[string]string{
"field": "RequestReceivedTimestamp",
"interval": interval,
},
},
}
b := map[string]interface{}{
"query": queryPart,
"aggs": aggsPart,
"size": 0, // do not get docs
}
body, err := json.Marshal(b)
if err != nil {
return nil, err
}
resp, err := es.c.ExSearch(&Request{
Index: es.opts.index,
Body: bytes.NewBuffer(body),
})
if err != nil || resp == nil {
return nil, err
}
raw := resp.Aggregations[aggName]
var agg struct {
Buckets []struct {
KeyAsString string `json:"key_as_string"`
Key int64 `json:"key"`
DocCount int64 `json:"doc_count"`
} `json:"buckets"`
}
if err := json.Unmarshal(raw, &agg); err != nil {
return nil, err
}
histo := auditing.Histogram{Total: int64(len(agg.Buckets))}
for _, b := range agg.Buckets {
histo.Buckets = append(histo.Buckets,
auditing.Bucket{Time: b.Key, Count: b.DocCount})
}
return &histo, nil
}
func (es *Elasticsearch) StatisticsOnResources(filter *auditing.Filter) (*auditing.Statistics, error) {
queryPart := parseToQueryPart(filter)
aggName := "resources_count"
aggsPart := map[string]interface{}{
aggName: map[string]interface{}{
"cardinality": map[string]string{
"field": "AuditID.keyword",
},
},
}
b := map[string]interface{}{
"query": queryPart,
"aggs": aggsPart,
"size": 0, // do not get docs
}
body, err := json.Marshal(b)
if err != nil {
return nil, err
}
resp, err := es.c.ExSearch(&Request{
Index: es.opts.index,
Body: bytes.NewBuffer(body),
})
if err != nil || resp == nil {
return nil, err
}
raw := resp.Aggregations[aggName]
var agg struct {
Value int64 `json:"value"`
}
if err := json.Unmarshal(raw, &agg); err != nil {
return nil, err
}
return &auditing.Statistics{
Resources: agg.Value,
Events: resp.Hits.Total,
}, nil
}
func NewClient(options *Options) (*Elasticsearch, error) {
clientV5 := func() (*ClientV5, error) {
c, err := es5.NewClient(es5.Config{Addresses: []string{options.Host}})
if err != nil {
return nil, err
}
return (*ClientV5)(c), nil
}
clientV6 := func() (*ClientV6, error) {
c, err := es6.NewClient(es6.Config{Addresses: []string{options.Host}})
if err != nil {
return nil, err
}
return (*ClientV6)(c), nil
}
clientV7 := func() (*ClientV7, error) {
c, err := es7.NewClient(es7.Config{Addresses: []string{options.Host}})
if err != nil {
return nil, err
}
return (*ClientV7)(c), nil
}
var (
version = options.Version
es = Elasticsearch{}
err error
)
es.opts.index = fmt.Sprintf("%s*", options.IndexPrefix)
if options.Version == "" {
var c5 *ClientV5
if c5, err = clientV5(); err == nil {
if version, err = c5.Version(); err == nil {
es.c = c5
}
}
}
if err != nil {
return nil, err
}
switch strings.Split(version, ".")[0] {
case "5":
if es.c == nil {
es.c, err = clientV5()
}
case "6":
es.c, err = clientV6()
case "7":
es.c, err = clientV7()
default:
err = fmt.Errorf("unsupported elasticsearch version %s", version)
}
if err != nil {
return nil, err
}
return &es, nil
}
func parseToQueryPart(f *auditing.Filter) interface{} {
if f == nil {
return nil
}
type BoolBody struct {
Filter []map[string]interface{} `json:"filter,omitempty"`
Should []map[string]interface{} `json:"should,omitempty"`
MinimumShouldMatch *int `json:"minimum_should_match,omitempty"`
}
var mini = 1
b := BoolBody{}
queryBody := map[string]interface{}{
"bool": &b,
}
if len(f.ObjectRefNamespaceMap) > 0 {
bi := BoolBody{MinimumShouldMatch: &mini}
for k, v := range f.ObjectRefNamespaceMap {
bi.Should = append(bi.Should, map[string]interface{}{
"bool": &BoolBody{
Filter: []map[string]interface{}{{
"match_phrase": map[string]string{"ObjectRef.Namespace.keyword": k},
}, {
"range": map[string]interface{}{
"RequestReceivedTimestamp": map[string]interface{}{
"gte": v,
},
},
}},
},
})
}
if len(bi.Should) > 0 {
b.Filter = append(b.Filter, map[string]interface{}{"bool": &bi})
}
}
shouldBoolbody := func(mtype, fieldName string, fieldValues []string, fieldValueMutate func(string) string) *BoolBody {
bi := BoolBody{MinimumShouldMatch: &mini}
for _, v := range fieldValues {
if fieldValueMutate != nil {
v = fieldValueMutate(v)
}
bi.Should = append(bi.Should, map[string]interface{}{
mtype: map[string]string{fieldName: v},
})
}
if len(bi.Should) == 0 {
return nil
}
return &bi
}
if len(f.ObjectRefNames) > 0 {
if bi := shouldBoolbody("match_phrase_prefix", "ObjectRef.Name.keyword",
f.ObjectRefNames, nil); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.ObjectRefNameFuzzy) > 0 {
if bi := shouldBoolbody("wildcard", "ObjectRef.Name",
f.ObjectRefNameFuzzy, func(s string) string {
return fmt.Sprintf("*" + s + "*")
}); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.Verbs) > 0 {
if bi := shouldBoolbody("match_phrase", "Verb",
f.Verbs, nil); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.Levels) > 0 {
if bi := shouldBoolbody("match_phrase", "Level",
f.Levels, nil); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.SourceIpFuzzy) > 0 {
if bi := shouldBoolbody("wildcard", "SourceIPs",
f.SourceIpFuzzy, func(s string) string {
return fmt.Sprintf("*" + s + "*")
}); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.Users) > 0 {
if bi := shouldBoolbody("match_phrase", "User.Username.keyword",
f.Users, nil); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.UserFuzzy) > 0 {
if bi := shouldBoolbody("wildcard", "User.Username",
f.UserFuzzy, func(s string) string {
return fmt.Sprintf("*" + s + "*")
}); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.GroupFuzzy) > 0 {
if bi := shouldBoolbody("wildcard", "User.Groups",
f.GroupFuzzy, func(s string) string {
return fmt.Sprintf("*" + s + "*")
}); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.ObjectRefResources) > 0 {
if bi := shouldBoolbody("match_phrase_prefix", "ObjectRef.Resource.keyword",
f.ObjectRefResources, nil); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if len(f.ObjectRefSubresources) > 0 {
if bi := shouldBoolbody("match_phrase_prefix", "ObjectRef.Subresource.keyword",
f.ObjectRefSubresources, nil); bi != nil {
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
}
if f.ResponseStatus != nil && len(f.ResponseStatus) > 0 {
bi := BoolBody{MinimumShouldMatch: &mini}
for _, v := range f.ResponseStatus {
bi.Should = append(bi.Should, map[string]interface{}{
"term": map[string]int32{"ResponseStatus.code": v},
})
}
b.Filter = append(b.Filter, map[string]interface{}{"bool": bi})
}
if f.StartTime != nil || f.EndTime != nil {
m := make(map[string]*time.Time)
if f.StartTime != nil {
m["gte"] = f.StartTime
}
if f.EndTime != nil {
m["lte"] = f.EndTime
}
b.Filter = append(b.Filter, map[string]interface{}{
"range": map[string]interface{}{"RequestReceivedTimestamp": m},
})
}
return queryBody
}

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/*
Copyright 2020 The KubeSphere Authors.
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 elasticsearch
import (
"github.com/google/go-cmp/cmp"
"github.com/stretchr/testify/assert"
"kubesphere.io/kubesphere/pkg/simple/client/auditing"
"net/http"
"net/http/httptest"
"strconv"
"strings"
"testing"
"time"
)
func MockElasticsearchService(pattern string, fakeCode int, fakeResp string) *httptest.Server {
mux := http.NewServeMux()
mux.HandleFunc(pattern, func(res http.ResponseWriter, req *http.Request) {
res.WriteHeader(fakeCode)
_, _ = res.Write([]byte(fakeResp))
})
return httptest.NewServer(mux)
}
func TestStatisticsOnResources(t *testing.T) {
var tests = []struct {
description string
filter auditing.Filter
fakeVersion string
fakeCode int
fakeResp string
expected auditing.Statistics
expectedError bool
}{{
description: "ES index exists",
filter: auditing.Filter{},
fakeVersion: "6",
fakeCode: 200,
fakeResp: `
{
"took": 16,
"timed_out": false,
"_shards": {
"total": 1,
"successful": 1,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 10000,
"max_score": null,
"hits": [
]
},
"aggregations": {
"resources_count": {
"value": 100
}
}
}
`,
expected: auditing.Statistics{
Events: 10000,
Resources: 100,
},
expectedError: false,
}, {
description: "ES index not exists",
filter: auditing.Filter{},
fakeVersion: "6",
fakeCode: 404,
fakeResp: `
{
"error": {
"root_cause": [
{
"type": "index_not_found_exception",
"reason": "no such index [events]",
"resource.type": "index_or_alias",
"resource.id": "events",
"index_uuid": "_na_",
"index": "events"
}
],
"type": "index_not_found_exception",
"reason": "no such index [events]",
"resource.type": "index_or_alias",
"resource.id": "events",
"index_uuid": "_na_",
"index": "events"
},
"status": 404
}
`,
expectedError: true,
}}
for _, test := range tests {
t.Run(test.description, func(t *testing.T) {
mes := MockElasticsearchService("/", test.fakeCode, test.fakeResp)
defer mes.Close()
es, err := NewClient(&Options{Host: mes.URL, IndexPrefix: "ks-logstash-events", Version: "6"})
if err != nil {
t.Fatal(err)
}
stats, err := es.StatisticsOnResources(&test.filter)
if test.expectedError {
if err == nil {
t.Fatalf("expected err like %s", test.fakeResp)
} else if !strings.Contains(err.Error(), strconv.Itoa(test.fakeCode)) {
t.Fatalf("err does not contain expected code: %d", test.fakeCode)
}
} else {
if err != nil {
t.Fatal(err)
} else if diff := cmp.Diff(stats, &test.expected); diff != "" {
t.Fatalf("%T differ (-got, +want): %s", test.expected, diff)
}
}
})
}
}
func TestParseToQueryPart(t *testing.T) {
q := `
{
"bool": {
"filter": [
{
"bool": {
"should": [
{
"bool": {
"filter": [
{
"match_phrase": {
"ObjectRef.Namespace.keyword": "kubesphere-system"
}
},
{
"range": {
"RequestReceivedTimestamp": {
"gte": "2020-01-01T01:01:01.000000001Z"
}
}
}
]
}
}
],
"minimum_should_match": 1
}
},
{
"bool": {
"should": [
{
"wildcard": {
"ObjectRef.Name": "*istio*"
}
}
],
"minimum_should_match": 1
}
},
{
"range": {
"RequestReceivedTimestamp": {
"gte": "2019-12-01T01:01:01.000000001Z"
}
}
}
]
}
}
`
nsCreateTime := time.Date(2020, time.Month(1), 1, 1, 1, 1, 1, time.UTC)
startTime := nsCreateTime.AddDate(0, -1, 0)
filter := &auditing.Filter{
ObjectRefNamespaceMap: map[string]time.Time{
"kubesphere-system": nsCreateTime,
},
ObjectRefNameFuzzy: []string{"istio"},
StartTime: &startTime,
}
qp := parseToQueryPart(filter)
bs, err := json.Marshal(qp)
if err != nil {
panic(err)
}
queryPart := &map[string]interface{}{}
if err := json.Unmarshal(bs, queryPart); err != nil {
panic(err)
}
expectedQueryPart := &map[string]interface{}{}
if err := json.Unmarshal([]byte(q), expectedQueryPart); err != nil {
panic(err)
}
assert.Equal(t, expectedQueryPart, queryPart)
}

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/*
Copyright 2020 The KubeSphere Authors.
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 elasticsearch
import (
"github.com/spf13/pflag"
"kubesphere.io/kubesphere/pkg/utils/reflectutils"
)
type Options struct {
Host string `json:"host" yaml:"host"`
IndexPrefix string `json:"indexPrefix,omitempty" yaml:"indexPrefix"`
Version string `json:"version" yaml:"version"`
}
func NewElasticSearchOptions() *Options {
return &Options{
Host: "http://elasticsearch-logging-data.kubesphere-logging-system.svc:9200",
IndexPrefix: "ks-logstash-auditing",
Version: "",
}
}
func (s *Options) ApplyTo(options *Options) {
if s.Host != "" {
reflectutils.Override(options, s)
}
}
func (s *Options) Validate() []error {
errs := make([]error, 0)
return errs
}
func (s *Options) AddFlags(fs *pflag.FlagSet, c *Options) {
fs.StringVar(&s.Host, "elasticsearch-host", c.Host, ""+
"Elasticsearch service host. KubeSphere is using elastic as auditing store, "+
"if this filed left blank, KubeSphere will use kubernetes builtin event API instead, and"+
" the following elastic search options will be ignored.")
fs.StringVar(&s.IndexPrefix, "index-prefix", c.IndexPrefix, ""+
"Index name prefix. KubeSphere will retrieve auditing against indices matching the prefix.")
fs.StringVar(&s.Version, "elasticsearch-version", c.Version, ""+
"Elasticsearch major version, e.g. 5/6/7, if left blank, will detect automatically."+
"Currently, minimum supported version is 5.x")
}

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/*
Copyright 2020 The KubeSphere Authors.
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 auditing
import (
"time"
)
type Client interface {
SearchAuditingEvent(filter *Filter, from, size int64, sort string) (*Events, error)
CountOverTime(filter *Filter, interval string) (*Histogram, error)
StatisticsOnResources(filter *Filter) (*Statistics, error)
}
type Filter struct {
ObjectRefNamespaceMap map[string]time.Time
ObjectRefNames []string
ObjectRefNameFuzzy []string
Levels []string
Verbs []string
Users []string
UserFuzzy []string
GroupFuzzy []string
SourceIpFuzzy []string
ObjectRefResources []string
ObjectRefSubresources []string
ResponseStatus []int32
StartTime *time.Time
EndTime *time.Time
}
type Event map[string]interface{}
type Events struct {
Total int64 `json:"total" description:"total number of matched results"`
Records []*Event `json:"records" description:"actual array of results"`
}
type Histogram struct {
Total int64 `json:"total" description:"total number of events"`
Buckets []Bucket `json:"buckets" description:"actual array of histogram results"`
}
type Bucket struct {
Time int64 `json:"time" description:"timestamp"`
Count int64 `json:"count" description:"total number of events at intervals"`
}
type Statistics struct {
Resources int64 `json:"resources" description:"total number of resources"`
Events int64 `json:"events" description:"total number of events"`
}