kibana
添加索引
PUT /pet/
{
"settings": {
"index": {
"number_of_shards": 5,
"number_of_replicas": 1
}
}
}
返回结果
{
"acknowledged" : true,
"shards_acknowledged" : true,
"index" : "pet"
}
获取索引信息
GET /pet/_settings
返回结果
{
"pet" : {
"settings" : {
"index" : {
"creation_date" : "1575006677881",
"number_of_shards" : "5",
"number_of_replicas" : "1",
"uuid" : "-oax1qVFSpaEkEfjjDQH5w",
"version" : {
"created" : "7040299"
},
"provided_name" : "pet"
}
}
}
}
添加记录
PUT /users/_create/1
{
"nickName": "风来了",
"title": "萌新"
}
返回结果
{
"_index" : "users",
"_type" : "_doc",
"_id" : "1",
"_version" : 1,
"result" : "created",
"_shards" : {
"total" : 2,
"successful" : 1,
"failed" : 0
},
"_seq_no" : 0,
"_primary_term" : 1
}
GET /users/_doc/1
返回结果
{
"_index" : "users",
"_type" : "_doc",
"_id" : "1",
"_version" : 1,
"_seq_no" : 0,
"_primary_term" : 1,
"found" : true,
"_source" : {
"nickName" : "风来了",
"title" : "萌新"
}
}
更新记录
POST /users/_update/1
{
"doc": {
"title": "大佬"
}
}
返回结果
{
"_index" : "users",
"_type" : "_doc",
"_id" : "1",
"_version" : 2,
"result" : "noop",
"_shards" : {
"total" : 0,
"successful" : 0,
"failed" : 0
},
"_seq_no" : 1,
"_primary_term" : 1
}
以下使用kibana测试数据 kibana_sample_data_ecommerce
查看所有记录
GET kibana_sample_data_ecommerce/_search
简单搜索
GET kibana_sample_data_ecommerce/_search
{
"query": {
"match": {
"customer_first_name": "Eddie"
}
}
}
返回结果
{
"took" : 0,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 100,
"relation" : "eq"
},
"max_score" : 4.016948,
"hits" : [
{
"_index" : "kibana_sample_data_ecommerce",
"_type" : "_doc",
"_id" : "LoyZtW4BmmBBunVzacA7",
"_score" : 4.016948,
"_source" : {
"category" : [
"Men's Clothing"
],
"currency" : "EUR",
"customer_first_name" : "Eddie",
"customer_full_name" : "Eddie Underwood",
"customer_gender" : "MALE",
"customer_id" : 38,
"customer_last_name" : "Underwood",
"customer_phone" : "",
"day_of_week" : "Monday",
"day_of_week_i" : 0,
"email" : "[email protected]",
"manufacturer" : [
"Elitelligence",
"Oceanavigations"
],
"order_date" : "2019-12-16T09:28:48+00:00",
"order_id" : 584677,
"products" : [
{
"base_price" : 11.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Elitelligence",
"tax_amount" : 0,
"product_id" : 6283,
"category" : "Men's Clothing",
"sku" : "ZO0549605496",
"taxless_price" : 11.99,
"unit_discount_amount" : 0,
"min_price" : 6.35,
"_id" : "sold_product_584677_6283",
"discount_amount" : 0,
"created_on" : "2016-12-26T09:28:48+00:00",
"product_name" : "Basic T-shirt - dark blue/white",
"price" : 11.99,
"taxful_price" : 11.99,
"base_unit_price" : 11.99
},
{
"base_price" : 24.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Oceanavigations",
"tax_amount" : 0,
"product_id" : 19400,
"category" : "Men's Clothing",
"sku" : "ZO0299602996",
"taxless_price" : 24.99,
"unit_discount_amount" : 0,
"min_price" : 11.75,
"_id" : "sold_product_584677_19400",
"discount_amount" : 0,
"created_on" : "2016-12-26T09:28:48+00:00",
"product_name" : "Sweatshirt - grey multicolor",
"price" : 24.99,
"taxful_price" : 24.99,
"base_unit_price" : 24.99
}
],
"sku" : [
"ZO0549605496",
"ZO0299602996"
],
"taxful_total_price" : 36.98,
"taxless_total_price" : 36.98,
"total_quantity" : 2,
"total_unique_products" : 2,
"type" : "order",
"user" : "eddie",
"geoip" : {
"country_iso_code" : "EG",
"location" : {
"lon" : 31.3,
"lat" : 30.1
},
"region_name" : "Cairo Governorate",
"continent_name" : "Africa",
"city_name" : "Cairo"
}
}
},
}
复杂搜索
查找first_name为Eddie，并且order_date>="2019-12-16T09:28:48+00:00"
GET kibana_sample_data_ecommerce/_search
{
"query": {
"bool": {
"must": {
"match": {
"customer_first_name": "Eddie"
}
},
"filter": {
"range": {
"order_date":{
"gte": "2019-12-16T09:28:48+00:00"
}
}
}
}
}
}
查找厂商含有Low 和 Media的记录
"manufacturer" : [
"Low Tide Media"
],
GET kibana_sample_data_ecommerce/_search
{
"query": {
"match": {
"manufacturer": "Low Media"
}
}
}
短语搜索
GET kibana_sample_data_ecommerce/_search
{
"query": {
"match_phrase": {
"manufacturer": "Low Media"
}
}
}
无法找到Low Media的短语
高亮搜索
GET kibana_sample_data_ecommerce/_search
{
"query": {
"match": {
"manufacturer": "Low Media"
}
},
"highlight": {
"fields": {
"manufacturer": {}
}
}
}
部分返回结果
"_source" :{},
"highlight" : {
"manufacturer" : [
"Low Tide Media"
]
}
GET kibana_sample_data_ecommerce/_search
{
"query": {
"bool": {
"must": [
{
"match": {
"manufacturer": "Low Media"
}
},
{
"match": {
"products.category": "Men's"
}
}
]
}
},
"highlight": {
"fields": {
"manufacturer": {},
"products.category": {}
}
}
}
部分返回结果
"highlight" : {
"products.category" : [
"Men's Clothing",
"Men's Shoes",
"Men's Clothing",
"Men's Clothing"
],
"manufacturer" : [
"Low Tide Media"
]
}
聚合搜索
GROUP BY
GET kibana_sample_data_ecommerce/_search
{
"aggs": {
"all_categories": {
"terms": {
"field": "category.keyword",
"size": 10
}
}
}
}
部分返回结果
"aggregations" : {
"all_categories" : {
"doc_count_error_upper_bound" : 0,
"sum_other_doc_count" : 0,
"buckets" : [
{
"key" : "Men's Clothing",
"doc_count" : 2024
},
{
"key" : "Women's Clothing",
"doc_count" : 1903
},
{
"key" : "Women's Shoes",
"doc_count" : 1136
},
{
"key" : "Men's Shoes",
"doc_count" : 944
},
{
"key" : "Women's Accessories",
"doc_count" : 830
},
{
"key" : "Men's Accessories",
"doc_count" : 572
}
]
}
}
查看名为Eddie的顾客的分类
GET kibana_sample_data_ecommerce/_search
{
"query": {
"match": {
"customer_first_name": "Eddie"
}
},
"aggs": {
"all_categories": {
"terms": {
"field": "category.keyword",
"size": 10
}
}
}
}
部分返回结果
"aggregations" : {
"all_categories" : {
"doc_count_error_upper_bound" : 0,
"sum_other_doc_count" : 0,
"buckets" : [
{
"key" : "Men's Clothing",
"doc_count" : 91
},
{
"key" : "Men's Shoes",
"doc_count" : 40
},
{
"key" : "Men's Accessories",
"doc_count" : 25
},
{
"key" : "Women's Accessories",
"doc_count" : 10
}
]
}
}
查看名为Eddie的特定厂商的基本价的平均值
GET kibana_sample_data_ecommerce/_search
{
"query": {
"match": {
"customer_first_name": "Eddie"
}
},
"aggs": {
"all_categories": {
"terms": {
"field": "manufacturer.keyword",
"size": 10
},
"aggs": {
"avg_base_price": {
"avg": {
"field": "products.base_price"
}
}
}
}
}
}
部分返回结果
"aggregations" : {
"all_categories" : {
"doc_count_error_upper_bound" : 0,
"sum_other_doc_count" : 0,
"buckets" : [
{
"key" : "Low Tide Media",
"doc_count" : 68,
"avg_base_price" : {
"value" : 35.142938410194176
}
},
{
"key" : "Elitelligence",
"doc_count" : 64,
"avg_base_price" : {
"value" : 31.453706781914892
}
},
{
"key" : "Oceanavigations",
"doc_count" : 35,
"avg_base_price" : {
"value" : 37.85217927631579
}
},
{
"key" : "Microlutions",
"doc_count" : 21,
"avg_base_price" : {
"value" : 35.28194304435484
}
},
{
"key" : "Spritechnologies",
"doc_count" : 16,
"avg_base_price" : {
"value" : 35.200032552083336
}
},
{
"key" : "Angeldale",
"doc_count" : 15,
"avg_base_price" : {
"value" : 49.162272135416664
}
},
{
"key" : "Spherecords",
"doc_count" : 5,
"avg_base_price" : {
"value" : 28.134486607142858
}
},
{
"key" : "",
"doc_count" : 2,
"avg_base_price" : {
"value" : 72.99609375
}
}
]
}
}