Metric
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These queries demonstrate different types of aggregations in Elasticsearch, including sum, average, minimum, maximum, cardinality, value count, and statistics calculations. The “size”: 0 parameter in each query ensures that no actual document results are returned, only the aggregation results.
sum, avg, min, max
Calculate various metrics (sum, average, minimum, maximum) of the “total_amount” field for all documents in the “order” index.
GET /order/_search
{
"size": 0,
"aggs": {
"total_sales": {
"sum": {
"field": "total_amount"
}
},
"avg_sale": {
"avg": {
"field": "total_amount"
}
},
"min_sale": {
"min": {
"field": "total_amount"
}
},
"max_sale": {
"max": {
"field": "total_amount"
}
}
}
}
cardinality
Count the number of distinct values in the “salesman.id” field across all documents in the “order” index.
GET /order/_search
{
"size": 0,
"aggs": {
"total_salesman": {
"cardinality": {
"field": "salesman.id"
}
}
}
}
value_count
Count the number of non-null values in the “total_amount” field for all documents in the “order” index.
GET /order/_search
{
"size": 0,
"aggs": {
"values_count": {
"value_count": {
"field": "total_amount"
}
}
}
}
stats
Calculate various statistics (count, sum, average, min, max) of the “total_amount” field for all documents in the “order” index.
GET /order/_search
{
"size": 0,
"aggs": {
"amount_stats": {
"stats": {
"field": "total_amount"
}
}
}
}