es 搜索功能简介
DSL 语法介绍
| 语法 | 范围 |
| /_search | 集群上搜索所有的索引 |
| /index1/_search | index1 |
| /index1,index2/_search | index1和index2 |
| /index*/_search | 以index开头的索引 |
RUL 查询；使用q,指定查询字符串，查询内容是kv键值对
curl -XGET "http://127.0.0.1:9200/kibana_sample_data_ecommerce/_search?q=customer_first_name:Eddie"
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Request Body查询，方法支持get post -H包头 -d数据
[root@ES ~]# curl -XGET "http://127.0.0.1:9200/kibana_sample_data_ecommerce/_search" -H 'Content-Type:application/json' -d'
{
"query":{ 查询
"match_all":{} 返回所有文档
}
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"hits" : [ 结果集，默认前10个
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"product_name" : "Mittens - grey",
"price" : 8.99,
"taxful_price" : 8.99,
"base_unit_price" : 8.99
},
{
"base_price" : 20.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Tigress Enterprises",
"tax_amount" : 0,
"product_id" : 16471,
"category" : "Women's Clothing",
"sku" : "ZO0074100741",
"taxless_price" : 20.99,
"unit_discount_amount" : 0,
"min_price" : 9.66,
"_id" : "sold_product_727462_16471",
"discount_amount" : 0,
"created_on" : "2016-12-18T00:59:02+00:00",
"product_name" : "Vest - black/Chocolate",
"price" : 20.99,
"taxful_price" : 20.99,
"base_unit_price" : 20.99
},
{
"base_price" : 16.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Pyramidustries active",
"tax_amount" : 0,
"product_id" : 10554,
"category" : "Women's Clothing",
"sku" : "ZO0223202232",
"taxless_price" : 16.99,
"unit_discount_amount" : 0,
"min_price" : 7.82,
"_id" : "sold_product_727462_10554",
"discount_amount" : 0,
"created_on" : "2016-12-18T00:59:02+00:00",
"product_name" : "Tracksuit bottoms - Pale Violet Red",
"price" : 16.99,
"taxful_price" : 16.99,
"base_unit_price" : 16.99
},
{
"base_price" : 41.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Oceanavigations",
"tax_amount" : 0,
"product_id" : 22882,
"category" : "Women's Clothing",
"sku" : "ZO0267602676",
"taxless_price" : 41.99,
"unit_discount_amount" : 0,
"min_price" : 23.09,
"_id" : "sold_product_727462_22882",
"discount_amount" : 0,
"created_on" : "2016-12-18T00:59:02+00:00",
"product_name" : "Cardigan - black",
"price" : 41.99,
"taxful_price" : 41.99,
"base_unit_price" : 41.99
}
],
"sku" : [
"ZO0186801868",
"ZO0074100741",
"ZO0223202232",
"ZO0267602676"
],
"taxful_total_price" : 88.96,
"taxless_total_price" : 88.96,
"total_quantity" : 4,
"total_unique_products" : 4,
"type" : "order",
"user" : "wilhemina",
"geoip" : {
"country_iso_code" : "MC",
"location" : {
"lon" : 7.4,
"lat" : 43.7
},
"continent_name" : "Europe",
"city_name" : "Monte Carlo"
}
}
},
{
"_index" : "kibana_sample_data_ecommerce",
"_type" : "_doc",
"_id" : "WnYbP24B9uEN4vPiBjWQ",
"_score" : 1.0,
"_source" : {
"category" : [
"Women's Shoes",
"Women's Clothing"
],
"currency" : "EUR",
"customer_first_name" : "Rabbia Al",
"customer_full_name" : "Rabbia Al Baker",
"customer_gender" : "FEMALE",
"customer_id" : 5,
"customer_last_name" : "Baker",
"customer_phone" : "",
"day_of_week" : "Monday",
"day_of_week_i" : 0,
"email" : "rabbia al@baker-family.zzz",
"manufacturer" : [
"Oceanavigations",
"Tigress Enterprises",
"Champion Arts",
"Pyramidustries"
],
"order_date" : "2019-11-25T03:41:46+00:00",
"order_id" : 727269,
"products" : [
{
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"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Oceanavigations",
"tax_amount" : 0,
"product_id" : 22880,
"category" : "Women's Shoes",
"sku" : "ZO0249902499",
"taxless_price" : 74.99,
"unit_discount_amount" : 0,
"min_price" : 35.25,
"_id" : "sold_product_727269_22880",
"discount_amount" : 0,
"created_on" : "2016-12-26T03:41:46+00:00",
"product_name" : "Boots - black",
"price" : 74.99,
"taxful_price" : 74.99,
"base_unit_price" : 74.99
},
{
"base_price" : 32.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Tigress Enterprises",
"tax_amount" : 0,
"product_id" : 12484,
"category" : "Women's Clothing",
"sku" : "ZO0068400684",
"taxless_price" : 32.99,
"unit_discount_amount" : 0,
"min_price" : 17.48,
"_id" : "sold_product_727269_12484",
"discount_amount" : 0,
"created_on" : "2016-12-26T03:41:46+00:00",
"product_name" : "Cardigan - black/white",
"price" : 32.99,
"taxful_price" : 32.99,
"base_unit_price" : 32.99
},
{
"base_price" : 13.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Champion Arts",
"tax_amount" : 0,
"product_id" : 21362,
"category" : "Women's Clothing",
"sku" : "ZO0494704947",
"taxless_price" : 13.99,
"unit_discount_amount" : 0,
"min_price" : 6.58,
"_id" : "sold_product_727269_21362",
"discount_amount" : 0,
"created_on" : "2016-12-26T03:41:46+00:00",
"product_name" : "Long sleeved top - blue",
"price" : 13.99,
"taxful_price" : 13.99,
"base_unit_price" : 13.99
},
{
"base_price" : 49.99,
"discount_percentage" : 0,
"quantity" : 1,
"manufacturer" : "Pyramidustries",
"tax_amount" : 0,
"product_id" : 13854,
"category" : "Women's Shoes",
"sku" : "ZO0143401434",
"taxless_price" : 49.99,
"unit_discount_amount" : 0,
"min_price" : 25.49,
"_id" : "sold_product_727269_13854",
"discount_amount" : 0,
"created_on" : "2016-12-26T03:41:46+00:00",
"product_name" : "Lace-up boots - black",
"price" : 49.99,
"taxful_price" : 49.99,
"base_unit_price" : 49.99
}
],
"sku" : [
"ZO0249902499",
"ZO0068400684",
"ZO0494704947",
"ZO0143401434"
],
"taxful_total_price" : 171.96,
"taxless_total_price" : 171.96,
"total_quantity" : 4,
"total_unique_products" : 4,
"type" : "order",
"user" : "rabbia",
"geoip" : {
"country_iso_code" : "AE",
"location" : {
"lon" : 55.3,
"lat" : 25.3
},
"region_name" : "Dubai",
"continent_name" : "Asia",
"city_name" : "Dubai"
}
}
}
]
}
}
相关性的衡量
1 Precision（查准率）_尽可能返回较少的无关
2 Recall （查全率）_ 尽量返回较多的相关文档
3 Ranking—是否能够按照相关匹配度进行排序
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