farmerx/elasticsql

ElasticSQL package converts SQL to ElasticSearch DSL

ElasticSQL

ElasticSQL package converts SQL to ElasticSearch DSL

SQL Features Support:

• SQL Select
• SQL Where
• SQL Order By
• SQL Group By
• SQL AND & OR
• SQL Like & NOT Like
• SQL COUNT distinct count(distinct(mid))
• SQL In & Not In
• SQL Between
• SQL avg(field)、count(*), count(field), min(field), max(field)

Beyond SQL Features Support：

• ES TopHits
• ES date_histogram ||| date_histogram(field="changeTime", _interval="1h", format="yyyy-MM-dd HH:mm:ss")
• ES histogram ||| histogram(field="grade", _interval="10")
• ES STATS ||| stats(field="grade")
• ES RANGE ||| range(field="age", range="20,25,30,35,40")
• ES DATE_RANGE ||| date_range(field="insert_time", format="yyyy-MM-dd" ,range="2014-08-18, 2014-08-17, now-6d,now")

Improvement : now the query DSL is much more flat

SQL Usage

Query

select * from test where a=1 and b="c" and create_time between '2015-01-01T00:00:00+0800' and '2016-01-01T00:00:00+0800' and process_id > 1 order by id desc limit 100,10

Aggregation

select avg(age),min(age),max(age), count(student), count(distinct student) from test group by grade,class limit 10

Beyond SQL

• range age group 20-25,25-30,30-35,35-40

  SELECT COUNT(age) FROM bank GROUP BY range(field="age", range="20,25,30,35,40")
  

• range date group by your config

  SELECT online FROM online GROUP BY date_range(field="insert_time",format="yyyy-MM-dd" ,range="2014-08-18,2014-08-17,now-8d,now-7d,now-6d,now")
  

• range date group by day

  select * from test group by date_histogram(field="changeTime", _interval="1h", format="yyyy-MM-dd HH:mm:ss")
  

• stats

   SELECT online FROM online group by stats(field="grade")
  

• topHits

    select top_hits(field="class", hitssort="age:desc", taglimit = "10", hitslimit = "1", _source="name,age,class,gender") from school
  

PKG Usage

---

go get github.com/farmerx/elasticsql

Demo :

package main

import (
    "fmt"
    "github.com/farmerx/elasticsql"
)

var sql = `
select * from test where a=1 and b="c" and create_time between '2015-01-01T00:00:00+0800' and '2016-01-01T00:00:00+0800' and process_id > 1 order by id desc limit 100,10
`

var sql2= `
  select avg(age),min(age),max(age),count(student) from test group by class limit 10
`
var sql3= `
  select * from test group by class,student limit 10
`
var sql4 = `
  select * from test group by date_histogram(field="changeTime",interval="1h",format="yyyy-MM-dd HH:mm:ss")
`


func main() {
    esql := elasticsql.NewElasticSQL(eslasticsql.InitOptions{})
    table, dsl, err := esql.SQLConvert(sql)
	fmt.Println(table, dsl, err)
}

OUTPUT

date_historgram
{
    "query": {
        "bool": {
            "must": [
                {
                    "match_all": {}
                }
            ]
        }
    },
    "from": 0,
    "size": 0,
    "aggregations": {
        "date_histogram": {
            "date_histogram": {
                "field": "changeTime",
                "format": "yyyy-MM-dd HH:mm:ss",
                "interval": "1h"
            }
        }
    }
}

date_range
{
    "query": {
        "bool": {
            "must": [
                {
                    "match_all": {}
                }
            ]
        }
    },
    "from": 0,
    "size": 0,
    "aggregations": {
        "date_range": {
            "range": {
                "field": "insert_time",
                "ranges": [
                    {
                        "format": "yyyy-MM-dd",
                        "from": "2014-08-18",
                        "to": "2014-08-17"
                    },
                    {
                        "format": "yyyy-MM-dd",
                        "from": "2014-08-17",
                        "to": "now-8d"
                    },
                    {
                        "format": "yyyy-MM-dd",
                        "from": "now-8d",
                        "to": "now-7d"
                    },
                    {
                        "format": "yyyy-MM-dd",
                        "from": "now-7d",
                        "to": "now-6d"
                    },
                    {
                        "format": "yyyy-MM-dd",
                        "from": "now-6d",
                        "to": "now"
                    },
                    {
                        "format": "yyyy-MM-dd",
                        "from": "now"
                    }
                ]
            }
        }
    }
}
...

Licenses

This program is under the terms of the MIT License. See LICENSE for the full license text.