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Elastic Docs ›Elasticsearch Guide [5.3] ›Aggregations ›Metrics Aggregations

Sum Aggregation

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Sum Aggregation

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A single-value metrics aggregation that sums up numeric values that are extracted from the aggregated documents. These values can be extracted either from specific numeric fields in the documents, or be generated by a provided script.

Assuming the data consists of documents representing stock ticks, where each tick holds the change in the stock price from the previous tick.

{
    "query" : {
        "constant_score" : {
            "filter" : {
                "range" : { "timestamp" : { "from" : "now/1d+9.5h", "to" : "now/1d+16h" }}
            }
        }
    },
    "aggs" : {
        "intraday_return" : { "sum" : { "field" : "change" } }
    }
}

The above aggregation sums up all changes in the today’s trading stock ticks which accounts for the intraday return. The aggregation type is sum and the field setting defines the numeric field of the documents of which values will be summed up. The above will return the following:

{
    ...

    "aggregations": {
        "intraday_return": {
           "value": 2.18
        }
    }
}

The name of the aggregation (intraday_return above) also serves as the key by which the aggregation result can be retrieved from the returned response.

Script

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Computing the intraday return based on a script:

{
    ...,

    "aggs" : {
        "intraday_return" : {
            "sum" : {
                "script" : {
                   "lang": "painless",
                   "inline": "doc['change'].value"
                }
            }
        }
    }
}

This will interpret the script parameter as an inline script with the painless script language and no script parameters. To use a file script use the following syntax:

{
    ...,

    "aggs" : {
        "intraday_return" : {
            "sum" : {
                "script" : {
                    "file": "my_script",
                    "params" : {
                        "field" : "change"
                    }
                }
            }
        }
    }
}

for indexed scripts replace the file parameter with an id parameter.

Value Script

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Computing the sum of squares over all stock tick changes:

{
    "aggs" : {
        ...

        "aggs" : {
            "daytime_return" : {
                "sum" : {
                    "field" : "change",
                    "script" : {
                        "lang": "painless",
                        "inline": "_value * _value"
                    }
                }
            }
        }
    }
}

Missing value

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The missing parameter defines how documents that are missing a value should be treated. By default they will be ignored but it is also possible to treat them as if they had a value.

{
    "aggs" : {
        "total_time" : {
            "sum" : {
                "field" : "took",
                "missing": 100 
            }
        }
    }
}

Documents without a value in the took field will fall into the same bucket as documents that have the value 100.
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