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Scripted Metric Aggregation Usage

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Scripted Metric Aggregation Usage

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Fluent DSL example

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s => s
.Aggregations(a => a
    .ScriptedMetric("sum_the_hard_way", sm => sm
        .InitScript(ss => ss.Inline("_agg['commits'] = []").Lang("groovy"))
        .MapScript(ss => ss.Inline("if (doc['state'].value == \"Stable\") { _agg.commits.add(doc['numberOfCommits']) }").Lang("groovy"))
        .CombineScript(ss => ss.Inline("sum = 0; for (c in _agg.commits) { sum += c }; return sum").Lang("groovy"))
        .ReduceScript(ss => ss.Inline("sum = 0; for (a in _aggs) { sum += a }; return sum").Lang("groovy"))
    )
)

Object Initializer syntax example

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new SearchRequest<Project>
{
    Aggregations = new ScriptedMetricAggregation("sum_the_hard_way")
    {
        InitScript = new InlineScript("_agg['commits'] = []") {Lang = "groovy"},
        MapScript = new InlineScript("if (doc['state'].value == \"Stable\") { _agg.commits.add(doc['numberOfCommits']) }") {Lang = "groovy"},
        CombineScript = new InlineScript("sum = 0; for (c in _agg.commits) { sum += c }; return sum") {Lang = "groovy"},
        ReduceScript = new InlineScript("sum = 0; for (a in _aggs) { sum += a }; return sum") {Lang = "groovy"}
    }
}

Example json output.

{
  "aggs": {
    "sum_the_hard_way": {
      "scripted_metric": {
        "init_script": {
          "inline": "_agg['commits'] = []",
          "lang": "groovy"
        },
        "map_script": {
          "inline": "if (doc['state'].value == \"Stable\") { _agg.commits.add(doc['numberOfCommits']) }",
          "lang": "groovy"
        },
        "combine_script": {
          "inline": "sum = 0; for (c in _agg.commits) { sum += c }; return sum",
          "lang": "groovy"
        },
        "reduce_script": {
          "inline": "sum = 0; for (a in _aggs) { sum += a }; return sum",
          "lang": "groovy"
        }
      }
    }
  }
}

Handling Responses

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response.ShouldBeValid();
var sumTheHardWay = response.Aggs.ScriptedMetric("sum_the_hard_way");
sumTheHardWay.Should().NotBeNull();
sumTheHardWay.Value<int>().Should().BeGreaterThan(0);

Fluent DSL example

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s => s
.Aggregations(a => a
    .ScriptedMetric("by_state_total", sm => sm
        .InitScript(ss => ss.Inline(First.Init).Lang(First.Language))
        .MapScript(ss => ss.Inline(First.Map).Lang(First.Language))
        .CombineScript(ss => ss.Inline(First.Combine).Lang(First.Language))
        .ReduceScript(ss => ss.Inline(First.Reduce).Lang(First.Language))
    )
    .ScriptedMetric("total_commits", sm => sm
        .InitScript(ss => ss.Inline(Second.Init).Lang(Second.Language))
        .MapScript(ss => ss.Inline(Second.Map).Lang(Second.Language))
        .CombineScript(ss => ss.Inline(Second.Combine).Lang(Second.Language))
        .ReduceScript(ss => ss.Inline(Second.Reduce).Lang(Second.Language))
    )
)

Object Initializer syntax example

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new SearchRequest<Project>
{
    Aggregations =
        new ScriptedMetricAggregation("by_state_total")
        {
            InitScript = new InlineScript(First.Init) {Lang = First.Language},
            MapScript = new InlineScript(First.Map) {Lang = First.Language},
            CombineScript = new InlineScript(First.Combine) {Lang = First.Language},
            ReduceScript = new InlineScript(First.Reduce) {Lang = First.Language}
        } &&
        new ScriptedMetricAggregation("total_commits")
        {
            InitScript = new InlineScript(Second.Init) {Lang = Second.Language},
            MapScript = new InlineScript(Second.Map) {Lang = Second.Language},
            CombineScript = new InlineScript(Second.Combine) {Lang = Second.Language},
            ReduceScript = new InlineScript(Second.Reduce) {Lang = Second.Language}
        }
}

Example json output.

{
  "aggs": {
    "by_state_total": {
      "scripted_metric": {
        "init_script": {
          "inline": "params._agg.map = [:]",
          "lang": "painless"
        },
        "map_script": {
          "inline": "if (params._agg.map.containsKey(doc['state'].value)) params._agg.map[doc['state'].value] += 1 else params._agg.map[doc['state'].value] = 1;",
          "lang": "painless"
        },
        "combine_script": {
          "inline": "sum = 0; for (c in _agg.commits) { sum += c }; return sum",
          "lang": "painless"
        },
        "reduce_script": {
          "inline": "def reduce = [:]; for (agg in params._aggs) { for (entry in agg.map.entrySet()) { if (reduce.containsKey(entry.getKey())) reduce[entry.getKey()] += entry.getValue(); else reduce[entry.getKey()] = entry.getValue(); } } return reduce;",
          "lang": "painless"
        }
      }
    },
    "total_commits": {
      "scripted_metric": {
        "init_script": {
          "inline": "params._agg.commits = []",
          "lang": "painless"
        },
        "map_script": {
          "inline": "if (doc['state'].value == \"Stable\") { params._agg.commits.add(doc['numberOfCommits'].value) }",
          "lang": "painless"
        },
        "combine_script": {
          "inline": "def sum = 0.0; for (c in params._agg.commits) { sum += c } return sum",
          "lang": "painless"
        },
        "reduce_script": {
          "inline": "def sum = 0.0; for (a in params._aggs) { sum += a } return sum",
          "lang": "painless"
        }
      }
    }
  }
}

Handling Responses

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response.ShouldBeValid();
var by_state_total = response.Aggs.ScriptedMetric("by_state_total");
var total_commits = response.Aggs.ScriptedMetric("total_commits");

by_state_total.Should().NotBeNull();
total_commits.Should().NotBeNull();

by_state_total.Value<double>().Should().BeGreaterThan(0);
total_commits.Value<int>().Should().BeGreaterThan(0);

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